Affiliations
Division of Infectious Diseases, Veterans Affairs (VA) Greater Los Angeles Healthcare System, David Geffen School of Medicine at University of California, Los Angeles (UCLA), Los Angeles, California
Given name(s)
Christopher J.
Family name
Graber
Degrees
MD, MPH

Sneak Peek: Journal of Hospital Medicine

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Changed
Fri, 09/14/2018 - 11:59
Inpatient antimicrobial utilization measures are associated with antimicrobial stewardship activities and facility characteristics of Veterans Affairs medical centers

 

BACKGROUND: Antimicrobial stewardship programs (ASPs) have been advocated to improve antimicrobial utilization, but program implementation is variable.

OBJECTIVE: To determine associations of ASPs with facility characteristics and inpatient antimicrobial utilization measures in the Veterans Affairs (VA) system in 2012.

DESIGN: In 2012, the VA administered a survey on antimicrobial stewardship practices to designated ASP contacts at VA acute-care hospitals. From the survey, we identified 34 variables across three domains (evidence, organizational context, and facilitation) that were assessed, using multivariable LASSO (least absolute shrinkage and selection operator) regression, against four antimicrobial utilization measures: aggregate acute care antimicrobial use, antimicrobial use in patients with noninfectious primary discharge diagnoses, missed opportunities to convert from parenteral to oral antimicrobial therapy, and double anaerobic coverage.

SETTING: All 130 VA facilities with acute care services.

RESULTS: Variables associated with at least three favorable changes in antimicrobial utilization included presence of postgraduate physician/pharmacy training programs, number of antimicrobial-specific order sets, frequency of systematic de-escalation review, presence of pharmacists and/or infectious diseases (ID) attendings on acute care ward teams, and formal ID training of the lead ASP pharmacist. Variables associated with two unfavorable measures included bed size, the level of engagement with VA Antimicrobial Stewardship Task Force online resources, and utilization of antimicrobial stop orders.

CONCLUSIONS: Formalization of ASP processes and presence of pharmacy and ID expertise are associated with favorable utilization. Systematic de-escalation review and order set establishment may be high-yield interventions.

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High prevalence of inappropriate benzodiazepine and sedative hypnotic prescriptions among hospitalized older adults

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Incidence, predictors, and outcomes of hospital-acquired anemia

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Association between radiologic incidental findings and resource utilization in patients admitted with chest pain in an urban medical center

AUTHORS: Venkat P. Gundareddy, MD, MPH, SFHM, Nisa M. Maruthur, MD, MHS, Abednego Chibungu, MD, Preetam Bollampally, MD, Regina Landis, MS, abd Shaker M. Eid, MD, MBA

Clinical utility of routine CBC testing in patients with community-acquired pneumonia

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Inpatient antimicrobial utilization measures are associated with antimicrobial stewardship activities and facility characteristics of Veterans Affairs medical centers
Inpatient antimicrobial utilization measures are associated with antimicrobial stewardship activities and facility characteristics of Veterans Affairs medical centers

 

BACKGROUND: Antimicrobial stewardship programs (ASPs) have been advocated to improve antimicrobial utilization, but program implementation is variable.

OBJECTIVE: To determine associations of ASPs with facility characteristics and inpatient antimicrobial utilization measures in the Veterans Affairs (VA) system in 2012.

DESIGN: In 2012, the VA administered a survey on antimicrobial stewardship practices to designated ASP contacts at VA acute-care hospitals. From the survey, we identified 34 variables across three domains (evidence, organizational context, and facilitation) that were assessed, using multivariable LASSO (least absolute shrinkage and selection operator) regression, against four antimicrobial utilization measures: aggregate acute care antimicrobial use, antimicrobial use in patients with noninfectious primary discharge diagnoses, missed opportunities to convert from parenteral to oral antimicrobial therapy, and double anaerobic coverage.

SETTING: All 130 VA facilities with acute care services.

RESULTS: Variables associated with at least three favorable changes in antimicrobial utilization included presence of postgraduate physician/pharmacy training programs, number of antimicrobial-specific order sets, frequency of systematic de-escalation review, presence of pharmacists and/or infectious diseases (ID) attendings on acute care ward teams, and formal ID training of the lead ASP pharmacist. Variables associated with two unfavorable measures included bed size, the level of engagement with VA Antimicrobial Stewardship Task Force online resources, and utilization of antimicrobial stop orders.

CONCLUSIONS: Formalization of ASP processes and presence of pharmacy and ID expertise are associated with favorable utilization. Systematic de-escalation review and order set establishment may be high-yield interventions.

Also in JHM

High prevalence of inappropriate benzodiazepine and sedative hypnotic prescriptions among hospitalized older adults

AUTHORS: Elisabeth Anna Pek, MD, Andrew Remfry, MD, Ciara Pendrith, MSc, Chris Fan-Lun, BScPhm, R. Sacha Bhatia, MD, and Christine Soong, MD, MSc, SFHM

Incidence, predictors, and outcomes of hospital-acquired anemia

AUTHORS: Anil N. Makam, MD, MAS, Oanh K. Nguyen, MD, MAS, Christopher Clark, MPA, and Ethan A. Halm, MD, MPH

Association between radiologic incidental findings and resource utilization in patients admitted with chest pain in an urban medical center

AUTHORS: Venkat P. Gundareddy, MD, MPH, SFHM, Nisa M. Maruthur, MD, MHS, Abednego Chibungu, MD, Preetam Bollampally, MD, Regina Landis, MS, abd Shaker M. Eid, MD, MBA

Clinical utility of routine CBC testing in patients with community-acquired pneumonia

AUTHORS: Neelaysh Vukkadala, BS, and Andrew Auerbach, MD, MPH, SFHM

Overuse of troponin? A comprehensive evaluation of testing in a large hospital system

AUTHORS: Gibbs Wilson, MD, Kyler Barkley, MD, Kipp Slicker, DO, Robert Kowal, MD, PhD, Brandon Pope, PhD, and Jeffrey Michel, MD

 

BACKGROUND: Antimicrobial stewardship programs (ASPs) have been advocated to improve antimicrobial utilization, but program implementation is variable.

OBJECTIVE: To determine associations of ASPs with facility characteristics and inpatient antimicrobial utilization measures in the Veterans Affairs (VA) system in 2012.

DESIGN: In 2012, the VA administered a survey on antimicrobial stewardship practices to designated ASP contacts at VA acute-care hospitals. From the survey, we identified 34 variables across three domains (evidence, organizational context, and facilitation) that were assessed, using multivariable LASSO (least absolute shrinkage and selection operator) regression, against four antimicrobial utilization measures: aggregate acute care antimicrobial use, antimicrobial use in patients with noninfectious primary discharge diagnoses, missed opportunities to convert from parenteral to oral antimicrobial therapy, and double anaerobic coverage.

SETTING: All 130 VA facilities with acute care services.

RESULTS: Variables associated with at least three favorable changes in antimicrobial utilization included presence of postgraduate physician/pharmacy training programs, number of antimicrobial-specific order sets, frequency of systematic de-escalation review, presence of pharmacists and/or infectious diseases (ID) attendings on acute care ward teams, and formal ID training of the lead ASP pharmacist. Variables associated with two unfavorable measures included bed size, the level of engagement with VA Antimicrobial Stewardship Task Force online resources, and utilization of antimicrobial stop orders.

CONCLUSIONS: Formalization of ASP processes and presence of pharmacy and ID expertise are associated with favorable utilization. Systematic de-escalation review and order set establishment may be high-yield interventions.

Also in JHM

High prevalence of inappropriate benzodiazepine and sedative hypnotic prescriptions among hospitalized older adults

AUTHORS: Elisabeth Anna Pek, MD, Andrew Remfry, MD, Ciara Pendrith, MSc, Chris Fan-Lun, BScPhm, R. Sacha Bhatia, MD, and Christine Soong, MD, MSc, SFHM

Incidence, predictors, and outcomes of hospital-acquired anemia

AUTHORS: Anil N. Makam, MD, MAS, Oanh K. Nguyen, MD, MAS, Christopher Clark, MPA, and Ethan A. Halm, MD, MPH

Association between radiologic incidental findings and resource utilization in patients admitted with chest pain in an urban medical center

AUTHORS: Venkat P. Gundareddy, MD, MPH, SFHM, Nisa M. Maruthur, MD, MHS, Abednego Chibungu, MD, Preetam Bollampally, MD, Regina Landis, MS, abd Shaker M. Eid, MD, MBA

Clinical utility of routine CBC testing in patients with community-acquired pneumonia

AUTHORS: Neelaysh Vukkadala, BS, and Andrew Auerbach, MD, MPH, SFHM

Overuse of troponin? A comprehensive evaluation of testing in a large hospital system

AUTHORS: Gibbs Wilson, MD, Kyler Barkley, MD, Kipp Slicker, DO, Robert Kowal, MD, PhD, Brandon Pope, PhD, and Jeffrey Michel, MD

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Association of inpatient antimicrobial utilization measures with antimicrobial stewardship activities and facility characteristics of Veterans Affairs medical centers

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Association of inpatient antimicrobial utilization measures with antimicrobial stewardship activities and facility characteristics of Veterans Affairs medical centers

The deleterious impact of inappropriate and/or excessive antimicrobial usage is well recognized. In the United States, the Centers for Disease Control and Prevention (CDC) estimates that at least 2 million people become infected with antimicrobial-resistant bacteria with 23,000 subsequent deaths and at least $1 billion in excess medical costs per year.1

In response, many healthcare organizations have developed antimicrobial stewardship programs (ASPs). Guidelines co-sponsored by the Infectious Diseases Society of America and the Society for Healthcare Epidemiology of America, as well as recent statements from the CDC and the Transatlantic Taskforce on Antimicrobial Resistance, all recommend core ASP elements.2-5 The guidelines provide general recommendations on ASP structure, strategies, and activities. The recommended ASP structure is a team of physicians and pharmacists that collaborates with facility governing committees and other stakeholders to optimize antimicrobial use. While personnel with expertise in infectious diseases (ID) often lead ASPs, hospitalists are also recognized as key contributors, especially in quality improvement.6,7 Recommended strategies include prospective audit of antimicrobial use with intervention and feedback and formulary restriction with preauthorization. Recommended activities include education, creation of guidelines, clinical pathways, and order forms, and programs to promote de-escalation and conversion from parenteral (IV) to oral (PO) antimicrobial therapy. However, limited evidence exists regarding the effectiveness of these ASP core elements.8,9 While Cochrane reviews found clear evidence that particular stewardship strategies (eg, audit and feedback, formulary restriction, guidelines implemented with or without feedback, protocols, computerized decision support) can be effective in reducing antimicrobial usage and improving clinical outcomes over the long term, little evidence exists favoring 1 strategy over another.8 Furthermore, most individual studies of ASPs are single-center, making their conclusions less generalizable.

In 2012, the VA National Antimicrobial Stewardship Task Force (ASTF), in conjunction with the VA Healthcare Analysis and Information Group (HAIG) administered a survey on the characteristics of ASPs at all 130 acute care VA facilities (Appendix A). We used these survey results to build an implementation model and then assess associations between facility-level variables and 4 antimicrobial utilization measures.

 

 

METHODS

Survey and Data

In 2011, the ASTF was chartered to develop, deploy, and monitor a strategic plan for optimizing antimicrobial therapy management. Monthly educational webinars and sample policies were offered to all facilities, including a sample business plan for stewardship and policies to encourage de-escalation from broad-spectrum antimicrobials, promote conversion from parenteral to oral antimicrobial therapy, avoid unnecessary double anaerobic coverage, and mitigate unnecessary antimicrobial usage in the context of Clostridium difficile infection.10

At the time that ASTF was chartered, the understanding of how ASP structures across VA facilities operated was limited. Hence, to capture baseline institutional characteristics and stewardship activities, ASTF and HAIG developed an inventory assessment of ASPs that was distributed online in November 2012. All 130 VA facilities providing inpatient acute care services responded.

We derived 57 facility characteristics relevant to antimicrobial utilization and conducted a series of factor analyses to simplify the complex dataset, and identify underlying latent constructs. We categorized resulting factors into domains of evidence, context, or facilitation as guided by the Promoting Action on Research Implementation in Health Services framework.11 Briefly, the evidence domain describes how the facility uses codified and noncodified sources of knowledge (eg, research evidence, clinical experience). Organizational context comprises a facility’s characteristics that ensure a more conducive environment to put evidence into practice (eg, supportive leadership, organizational structure, evaluative systems). Facilitation emphasizes a facility personnel’s “state of preparedness” and receptivity to implementation.

Using factor analysis to identify facility factors as correlates of the outcomes, we first examined polychoric correlations among facility characteristics to assess multicollinearity. We performed independent component analysis to create latent constructs of variables that were defined by factor loadings (that indicated the proportion of variance accounted for by the construct) and uniqueness factors (that determined how well the variables were interpreted by the construct). Factors retained included variables that had uniqueness values of less than 0.7 and factor loadings greater than 0.3. Those associated with uniqueness values greater than 0.7 were left as single items, as were characteristics deemed a priori to be particularly important to antimicrobial stewardship. Factor scales that had only 2 items were converted into indices, while factor scores were generated for those factors that contained 3 or more items.12-15

Data for facility-level antimicrobial utilization measures were obtained from the VA Corporate Data Warehouse from calendar year 2012. The analysis was conducted within the VA Informatics and Computing Infrastructure. All study procedures were approved by the VA Central Institutional Review Board.

Measures

Four utilization measures were defined as dependent measures: overall antimicrobial use; antimicrobial use in patients with non-infectious discharge diagnoses; missed opportunities to convert from parenteral to oral antimicrobial therapy; and missed opportunities to avoid double anaerobic coverage with metronidazole.

Overall antimicrobial use was defined as total acute care (ie, medical/surgical/intensive care) antibacterial use for each facility aggregated as per CDC National Healthcare Safety Network Antimicrobial Use Option guidelines (antimicrobial days per 1000 patient days present). A subanalysis of overall antimicrobial use was restricted to antimicrobial use among patients without an infection-related discharge diagnosis, as we surmised that this measure may capture a greater proportion of potentially unnecessary antimicrobial use. International Classification of Diseases, Ninth Revision, Clinical Modification (ICD-9-CM)16 codes for infectious processes were identified by a combination of those classified previously in the literature,17 and those identified by finding the descendants of all infections named in the Systematized Nomenclature of Medicine--Clinical Terms.18 Next, all remaining codes for principal discharge diagnoses for which antimicrobials were administered were reviewed for potential indications for systemic antibacterial use. Discharges were considered noninfectious if no codes were identified when systemic antimicrobials were or could be indicated. For this measure, antimicrobial days were not counted if administered on or 1 day after the calendar day of surgery warranting antimicrobial prophylaxis.

Missed opportunities for conversion from parenteral to oral (IV to PO) formulations of highly bioavailable oral antimicrobials (ciprofloxacin, levofloxacin, moxifloxacin, azithromycin, clindamycin, linezolid, metronidazole, and fluconazole) were defined as the percentage of days of unnecessary IV therapy that were given when PO therapy could have been used among patients who were not in intensive care units at the time of antimicrobial administration who were receiving other oral medications, using previously described methodology.19 Missed opportunities for avoiding redundant anaerobic coverage with metronidazole were defined as the percentage of days in which patients receiving metronidazole also received antibiotics with activity against anaerobic bacteria, specifically beta-lactam/beta-lactamase inhibitors, carbapenems, cefotetan/cefoxitin, clindamycin, moxifloxacin, or tigecycline), using previously described methodology.20 Patients for whom C. difficile testing was either ordered or positive within the prior 28 days (indicating potential clinical concern for C. difficile infection) were excluded from this endpoint.

 

 

Analysis

The variables derived above were entered into a multivariable model for each of the 4 antimicrobial utilization measures. The least absolute shrinkage and selection operator (LASSO) regression was used to determine significant associations between variables and individual utilization measures.21 LASSO was chosen because it offers advantages over traditional subset selection approaches in large multivariable analyses by assessing covariates simultaneously rather than sequentially, supporting prediction rather than estimation of effect.22P values were not reported as they are not useful in determining statistical significance in this methodology. A tuning parameter of 0.025 was determined for the model based on a cross-validation approach. Significant variables remaining in the model were reported with the percent change in each utilization measure per unit change in the variable of interest. For binary factors, percent change was reported according to whether the variable was present or not. For ordinal variables, percent change was reported according to incremental increase in ordinal score. For continuous variables or variables represented by factor or index scores, percent change was reported per each 25% increase in the range of the score.

RESULTS

Inpatient Facility Antimicrobial Stewardship Characteristics and Antimicrobial Utilization

Frequencies of key facility characteristics that contributed to variable development are included in Table 1. Full survey results across all facilities are included in Appendix B. Factor analysis reduced the total number of variables to 32; however, we also included hospital size and VA complexity score. Thus, 34 variables were evaluated for association with antimicrobial utilization measures: 4 in the evidence domain, 23 in the context domain, and 7 in the facilitation domain (Table 2).

Frequencies of Key Facility Antimicrobial Stewardship Characteristics at VA Facilities Contributing to Variable Development
Table 1
Frequencies of Key Facility Antimicrobial Stewardship Characteristics at VA Facilities Contributing to Variable Development (continued)
Table 1 (continued)

Median facility antimicrobial use was 619 antimicrobial days per 1000 days present (interquartile range [IQR], 554-700; overall range, 346-974). Median facility noninfectious antimicrobial use was 236 per 1000 days present (IQR, 200-286). Missed opportunities for conversion from IV to PO antimicrobial therapy were common, with a median facility value of 40.4% (391/969) of potentially eligible days of therapy (IQR, 32.2-47.8%). Missed opportunities to avoid double anaerobic coverage were less common (median 15.3% (186/1214) of potentially eligible days of therapy (IQR, 11.8%-20.2%; Figure).

Overall Antimicrobial Use

Four variables were associated with decreased overall antimicrobial use, although with small magnitude of change: presence of postgraduate physician/pharmacy training programs (0.03% decrease per quarter increase in factor score; on the order of 0.2 antimicrobial days per 1000 patient days present), presence of pharmacists and/or ID attendings on general medicine ward teams (0.02% decrease per quarter increase in index score), frequency of systematic de-escalation review (0.01% decrease per ordinal increase in score), and degree of involvement of ID physicians and/or fellows in antimicrobial approvals (0.007% decrease per quarter increase in index score). No variables were associated with increased overall antimicrobial use.

Antimicrobial Stewardship Facility Variables Examined According to PARiHS Domain
Table 2
Antimicrobial Stewardship Facility Variables Examined According to PARiHS Domain (continued)
Table 2 (continued)

Antimicrobial Use among Discharges without Infectious Diagnoses

Six variables were associated with decreased antimicrobial use in patients without infectious discharge diagnoses, while 4 variables were associated with increased use. Variables associated with the greatest magnitude of decreased use included facility educational programs for prudent antimicrobial use (1.8% on the order of 4 antimicrobial days per 1000 patient days present), frequency of systematic de-escalation review (1.5% per incremental increase in score), and whether a facility’s lead antimicrobial stewardship pharmacist had ID training (1.3%). Also significantly associated with decreased use was a factor summarizing the presence of 4 condition-specific stewardship processes (de-escalation policies, policies for addressing antimicrobial use in the context of C. difficile infection, blood culture review, and automatic ID consults for certain conditions) (0.6% per quarter increase in factor score range), the extent to which postgraduate physician/pharmacy training programs were present (0.6% per quarter increase in factor score range), and the number of electronic antimicrobial-specific order sets present (0.4% per order set). The variables associated with increased use of antimicrobials included the presence of antimicrobial stop orders (4.6%), the degree to which non-ID physicians were involved in antimicrobial approvals (0.7% per increase in ordinal score), the level engagement with ASTF online resources (0.6% per quarter increase in factor score range), and hospital size (0.6% per 50-bed increase).

Figure

Missed Opportunities for Parenteral to Oral Antimicrobial Conversion

Missed opportunities for IV to PO antimicrobial conversion had the largest number of significant associations with organizational variables: 14 variables were associated with fewer missed opportunities, while 5 were associated with greater missed opportunities. Variables associated with the largest reductions in missed opportunities for IV to PO conversion included having guidelines for antimicrobial duration (12.8%), participating in regional stewardship collaboratives (8.1%), number of antimicrobial-specific order sets (6.0% per order set), ID training of the ASP pharmacist (4.9%), and VA facility complexity designation (4.2% per quarter increase in score indicating greater complexity).23 Variables associated with more missed opportunities included stop orders (11.7%), overall perceived receptiveness to antimicrobial stewardship among clinical services (9.4%), the degree of engagement with ASTF online resources (6.9% per quarter increase in factor score range), educational programs for prudent antimicrobial use (4.1%), and hospital size (1.0% per 50-bed increase).

 

 

Missed Opportunities for Avoidance of Double Anaerobic Coverage

Four variables were associated with more avoidance of double anaerobic coverage: ID training of the lead ASP pharmacist (8.8%), presence of pharmacists and/or ID attendings on acute care ward teams (6.2% per quarter increase in index score), degree of ID pharmacist involvement in antimicrobial approvals, ranging from not at all (score=0) to both weekdays and nights/weekends (score=2; 4.3% per ordinal increase), and the number of antimicrobial-specific order sets (1.5% per order set). No variables were associated with less avoidance of double anaerobic coverage.

Variables Associated with Multiple Favorable or Unfavorable Antimicrobial Utilization Measures

To better assess the consistency of the relationship between organizational variables and measures of antimicrobial use, we tabulated variables that were associated with at least 3 potentially favorable (ie, reduced overall or noninfectious antimicrobial use or fewer missed opportunities) measures. Altogether, 5 variables satisfied this criterion: the presence of postgraduate physician/pharmacy training programs, the number of antimicrobial-specific order sets, frequency of systematic de-escalation review, the presence of pharmacists and/or ID attendings on acute care ward teams, and formal ID training of the lead ASP pharmacist (Table 3). Three other variables were associated with at least 2 unfavorable measures: hospital size, the degree to which the facility engaged with ASTF online resources, and presence of antimicrobial stop orders.

Variables Associated with Multiple Antimicrobial Utilization Measures
Table 3

DISCUSSION

Variability in ASP implementation across VA allowed us to assess the relationship between ASP and facility elements and baseline patterns of antimicrobial utilization. Hospitalists and hospital policy-makers are becoming more and more engaged in inpatient antimicrobial stewardship. While our results suggest that having pharmacists and/or physicians with formal ID training participate in everyday inpatient activities can favorably improve antimicrobial utilization, considerable input into stewardship can be made by hospitalists and policy makers. In particular, based on this work, the highest yield from an organizational standpoint may be in working to develop order sets within the electronic medical record and systematic efforts to promote de-escalation of broad-spectrum therapy, as well as encouraging hospital administration to devote specific physician and pharmacy salary support to stewardship efforts.

While we noted that finding the ASTF online resources helpful was associated with potentially unfavorable antimicrobial utilization, we speculate that this may represent reverse causality due to facilities recognizing that their antimicrobial usage is suboptimal and thus seeking out sample ASTF policies to implement. The association between the presence of automatic stop orders and potentially unfavorable antimicrobial utilization is less clear since the timeframe was not specified in the survey; it may be that setting stop orders too far in advance may promote an environment in which critical thinking about antimicrobial de-escalation is not encouraged or timely. The larger magnitude of association between ASP characteristics and antimicrobial usage among patients without infectious discharge diagnoses versus overall antimicrobial usage also suggests that clinical situations where infection was of low enough suspicion to not even have the providers eventually list an infectious diagnosis on their discharge summaries may be particularly malleable to ASP interventions, though further exploration is needed in determining how useful this utilization measure may be as a marker for inappropriate antimicrobial use.

Our results complement those of Pakyz et al.24 who surveyed 44 academic medical facilities in March 2013 to develop an ASP intensity score and correlate this score and its specific components to overall and targeted antimicrobial use. This study found that the overall ASP intensity score was not significantly associated with total or targeted antimicrobial use. However, ASP strategies were more associated with decreased total and targeted antimicrobial use than were specific ASP resources. In particular, the presence of a preauthorization strategy was associated with decreased targeted antimicrobial use. Our particular findings that order set establishment and de-escalation efforts are associated with multiple antibiotic outcomes also line up with the findings of Schuts et al, who performed a meta-analysis of the effects of meeting antimicrobial stewardship objectives and found that achieving guideline concordance (such as through establishment of order sets) and successfully de-escalating antimicrobial therapy was associated with reduced mortality.25,26 This meta-analysis, however, was limited by low rigor of its studies and potential for reverse causality. While our study has the advantages of capturing an entire national network of 130 acute care facilities with a 100% response rate, it, too, is limited by a number of issues, most notably by the fact that the survey was not specifically designed for the analysis of antimicrobial utilization measures, patient-level risk stratification was not available, the VA population does not reflect the U.S. population at-large, recall bias, and that antimicrobial prescribing and stewardship practices have evolved in VA since 2012. Furthermore, all of the antimicrobial utilization measures studied are imperfect at capturing inappropriate antibiotic use; in particular, our reliance on principal ICD-9 codes for noninfectious outcomes requires prospective validation. Many survey questions were subjective and subject to misinterpretation; other unmeasured confounders may also be present. Causality cannot be inferred from association. Nevertheless, our findings support many core indicators for hospital ASP recommended by the CDC and the Transatlantic Taskforce on Antimicrobial Resistance,3,4 most notably, having personnel with ID training involved in stewardship and establishing a formal procedure for ASP review for the appropriateness of an antimicrobial at or after 48 hours from the initial order.

In summary, the VA has made efforts to advance the practice of antimicrobial stewardship system-wide, including a 2014 directive that all VA facilities have an ASP,27 since the 2012 HAIG assessment reported considerable variability in antimicrobial utilization and antimicrobial stewardship activities. Our study identifies areas of stewardship that may correlate with, positively or negatively, antimicrobial utilization measures that will require further investigation. A repeat and more detailed antimicrobial stewardship survey was recently completed and will help VA gauge ongoing effects of ASTF activities. We hope to re-evaluate our model with newer data when available.

 

 

Acknowledgments

The authors wish to thank Michael Fletcher, Jaime Lopez, and Catherine Loc-Carrillo for their administrative and organizational support of the project and Allison Kelly, MD, for her pivotal role in survey development and distribution. This work was supported by the VA Health Services Research and Development Service Collaborative Research to Enhance and Advance Transformation and Excellence (CREATE) Initiative; Cognitive Support Informatics for Antimicrobial Stewardship project (CRE 12-313).

Disclosure

 The authors report no financial conflicts of interest.

 

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References

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24. Pakyz AL, Moczygemba LR, Wang H, Stevens MP, Edmond MB. An evaluation of the association between an antimicrobial stewardship score and antimicrobial usage. J Antimicrob Chemother. 2015;70(5):1588-1591. PubMed
25. Schuts EC, Hulscher ME, Mouton JW, Verduin CM, Stuart JW, Overdiek HW, et al. Current evidence on hospital antimicrobial stewardship objectives: a systematic review and meta-analysis. Lancet Infect Dis. 2016;16(7):847-856. PubMed
26. Graber CJ, Goetz MB. Next steps for antimicrobial stewardship. Lancet Infect Dis. 2016;16(7):764-765. PubMed
27. Petzel RA. VHA Directive 1031: Antimicrobial stewardship programs (ASP). Washington, DC: Department of Veterans Affairs.http://www.va.gov/vhapublications/ViewPublication.asp?pub_ID=2964. Published January 22, 2014. Accessed July 5, 2016.

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The deleterious impact of inappropriate and/or excessive antimicrobial usage is well recognized. In the United States, the Centers for Disease Control and Prevention (CDC) estimates that at least 2 million people become infected with antimicrobial-resistant bacteria with 23,000 subsequent deaths and at least $1 billion in excess medical costs per year.1

In response, many healthcare organizations have developed antimicrobial stewardship programs (ASPs). Guidelines co-sponsored by the Infectious Diseases Society of America and the Society for Healthcare Epidemiology of America, as well as recent statements from the CDC and the Transatlantic Taskforce on Antimicrobial Resistance, all recommend core ASP elements.2-5 The guidelines provide general recommendations on ASP structure, strategies, and activities. The recommended ASP structure is a team of physicians and pharmacists that collaborates with facility governing committees and other stakeholders to optimize antimicrobial use. While personnel with expertise in infectious diseases (ID) often lead ASPs, hospitalists are also recognized as key contributors, especially in quality improvement.6,7 Recommended strategies include prospective audit of antimicrobial use with intervention and feedback and formulary restriction with preauthorization. Recommended activities include education, creation of guidelines, clinical pathways, and order forms, and programs to promote de-escalation and conversion from parenteral (IV) to oral (PO) antimicrobial therapy. However, limited evidence exists regarding the effectiveness of these ASP core elements.8,9 While Cochrane reviews found clear evidence that particular stewardship strategies (eg, audit and feedback, formulary restriction, guidelines implemented with or without feedback, protocols, computerized decision support) can be effective in reducing antimicrobial usage and improving clinical outcomes over the long term, little evidence exists favoring 1 strategy over another.8 Furthermore, most individual studies of ASPs are single-center, making their conclusions less generalizable.

In 2012, the VA National Antimicrobial Stewardship Task Force (ASTF), in conjunction with the VA Healthcare Analysis and Information Group (HAIG) administered a survey on the characteristics of ASPs at all 130 acute care VA facilities (Appendix A). We used these survey results to build an implementation model and then assess associations between facility-level variables and 4 antimicrobial utilization measures.

 

 

METHODS

Survey and Data

In 2011, the ASTF was chartered to develop, deploy, and monitor a strategic plan for optimizing antimicrobial therapy management. Monthly educational webinars and sample policies were offered to all facilities, including a sample business plan for stewardship and policies to encourage de-escalation from broad-spectrum antimicrobials, promote conversion from parenteral to oral antimicrobial therapy, avoid unnecessary double anaerobic coverage, and mitigate unnecessary antimicrobial usage in the context of Clostridium difficile infection.10

At the time that ASTF was chartered, the understanding of how ASP structures across VA facilities operated was limited. Hence, to capture baseline institutional characteristics and stewardship activities, ASTF and HAIG developed an inventory assessment of ASPs that was distributed online in November 2012. All 130 VA facilities providing inpatient acute care services responded.

We derived 57 facility characteristics relevant to antimicrobial utilization and conducted a series of factor analyses to simplify the complex dataset, and identify underlying latent constructs. We categorized resulting factors into domains of evidence, context, or facilitation as guided by the Promoting Action on Research Implementation in Health Services framework.11 Briefly, the evidence domain describes how the facility uses codified and noncodified sources of knowledge (eg, research evidence, clinical experience). Organizational context comprises a facility’s characteristics that ensure a more conducive environment to put evidence into practice (eg, supportive leadership, organizational structure, evaluative systems). Facilitation emphasizes a facility personnel’s “state of preparedness” and receptivity to implementation.

Using factor analysis to identify facility factors as correlates of the outcomes, we first examined polychoric correlations among facility characteristics to assess multicollinearity. We performed independent component analysis to create latent constructs of variables that were defined by factor loadings (that indicated the proportion of variance accounted for by the construct) and uniqueness factors (that determined how well the variables were interpreted by the construct). Factors retained included variables that had uniqueness values of less than 0.7 and factor loadings greater than 0.3. Those associated with uniqueness values greater than 0.7 were left as single items, as were characteristics deemed a priori to be particularly important to antimicrobial stewardship. Factor scales that had only 2 items were converted into indices, while factor scores were generated for those factors that contained 3 or more items.12-15

Data for facility-level antimicrobial utilization measures were obtained from the VA Corporate Data Warehouse from calendar year 2012. The analysis was conducted within the VA Informatics and Computing Infrastructure. All study procedures were approved by the VA Central Institutional Review Board.

Measures

Four utilization measures were defined as dependent measures: overall antimicrobial use; antimicrobial use in patients with non-infectious discharge diagnoses; missed opportunities to convert from parenteral to oral antimicrobial therapy; and missed opportunities to avoid double anaerobic coverage with metronidazole.

Overall antimicrobial use was defined as total acute care (ie, medical/surgical/intensive care) antibacterial use for each facility aggregated as per CDC National Healthcare Safety Network Antimicrobial Use Option guidelines (antimicrobial days per 1000 patient days present). A subanalysis of overall antimicrobial use was restricted to antimicrobial use among patients without an infection-related discharge diagnosis, as we surmised that this measure may capture a greater proportion of potentially unnecessary antimicrobial use. International Classification of Diseases, Ninth Revision, Clinical Modification (ICD-9-CM)16 codes for infectious processes were identified by a combination of those classified previously in the literature,17 and those identified by finding the descendants of all infections named in the Systematized Nomenclature of Medicine--Clinical Terms.18 Next, all remaining codes for principal discharge diagnoses for which antimicrobials were administered were reviewed for potential indications for systemic antibacterial use. Discharges were considered noninfectious if no codes were identified when systemic antimicrobials were or could be indicated. For this measure, antimicrobial days were not counted if administered on or 1 day after the calendar day of surgery warranting antimicrobial prophylaxis.

Missed opportunities for conversion from parenteral to oral (IV to PO) formulations of highly bioavailable oral antimicrobials (ciprofloxacin, levofloxacin, moxifloxacin, azithromycin, clindamycin, linezolid, metronidazole, and fluconazole) were defined as the percentage of days of unnecessary IV therapy that were given when PO therapy could have been used among patients who were not in intensive care units at the time of antimicrobial administration who were receiving other oral medications, using previously described methodology.19 Missed opportunities for avoiding redundant anaerobic coverage with metronidazole were defined as the percentage of days in which patients receiving metronidazole also received antibiotics with activity against anaerobic bacteria, specifically beta-lactam/beta-lactamase inhibitors, carbapenems, cefotetan/cefoxitin, clindamycin, moxifloxacin, or tigecycline), using previously described methodology.20 Patients for whom C. difficile testing was either ordered or positive within the prior 28 days (indicating potential clinical concern for C. difficile infection) were excluded from this endpoint.

 

 

Analysis

The variables derived above were entered into a multivariable model for each of the 4 antimicrobial utilization measures. The least absolute shrinkage and selection operator (LASSO) regression was used to determine significant associations between variables and individual utilization measures.21 LASSO was chosen because it offers advantages over traditional subset selection approaches in large multivariable analyses by assessing covariates simultaneously rather than sequentially, supporting prediction rather than estimation of effect.22P values were not reported as they are not useful in determining statistical significance in this methodology. A tuning parameter of 0.025 was determined for the model based on a cross-validation approach. Significant variables remaining in the model were reported with the percent change in each utilization measure per unit change in the variable of interest. For binary factors, percent change was reported according to whether the variable was present or not. For ordinal variables, percent change was reported according to incremental increase in ordinal score. For continuous variables or variables represented by factor or index scores, percent change was reported per each 25% increase in the range of the score.

RESULTS

Inpatient Facility Antimicrobial Stewardship Characteristics and Antimicrobial Utilization

Frequencies of key facility characteristics that contributed to variable development are included in Table 1. Full survey results across all facilities are included in Appendix B. Factor analysis reduced the total number of variables to 32; however, we also included hospital size and VA complexity score. Thus, 34 variables were evaluated for association with antimicrobial utilization measures: 4 in the evidence domain, 23 in the context domain, and 7 in the facilitation domain (Table 2).

Frequencies of Key Facility Antimicrobial Stewardship Characteristics at VA Facilities Contributing to Variable Development
Table 1
Frequencies of Key Facility Antimicrobial Stewardship Characteristics at VA Facilities Contributing to Variable Development (continued)
Table 1 (continued)

Median facility antimicrobial use was 619 antimicrobial days per 1000 days present (interquartile range [IQR], 554-700; overall range, 346-974). Median facility noninfectious antimicrobial use was 236 per 1000 days present (IQR, 200-286). Missed opportunities for conversion from IV to PO antimicrobial therapy were common, with a median facility value of 40.4% (391/969) of potentially eligible days of therapy (IQR, 32.2-47.8%). Missed opportunities to avoid double anaerobic coverage were less common (median 15.3% (186/1214) of potentially eligible days of therapy (IQR, 11.8%-20.2%; Figure).

Overall Antimicrobial Use

Four variables were associated with decreased overall antimicrobial use, although with small magnitude of change: presence of postgraduate physician/pharmacy training programs (0.03% decrease per quarter increase in factor score; on the order of 0.2 antimicrobial days per 1000 patient days present), presence of pharmacists and/or ID attendings on general medicine ward teams (0.02% decrease per quarter increase in index score), frequency of systematic de-escalation review (0.01% decrease per ordinal increase in score), and degree of involvement of ID physicians and/or fellows in antimicrobial approvals (0.007% decrease per quarter increase in index score). No variables were associated with increased overall antimicrobial use.

Antimicrobial Stewardship Facility Variables Examined According to PARiHS Domain
Table 2
Antimicrobial Stewardship Facility Variables Examined According to PARiHS Domain (continued)
Table 2 (continued)

Antimicrobial Use among Discharges without Infectious Diagnoses

Six variables were associated with decreased antimicrobial use in patients without infectious discharge diagnoses, while 4 variables were associated with increased use. Variables associated with the greatest magnitude of decreased use included facility educational programs for prudent antimicrobial use (1.8% on the order of 4 antimicrobial days per 1000 patient days present), frequency of systematic de-escalation review (1.5% per incremental increase in score), and whether a facility’s lead antimicrobial stewardship pharmacist had ID training (1.3%). Also significantly associated with decreased use was a factor summarizing the presence of 4 condition-specific stewardship processes (de-escalation policies, policies for addressing antimicrobial use in the context of C. difficile infection, blood culture review, and automatic ID consults for certain conditions) (0.6% per quarter increase in factor score range), the extent to which postgraduate physician/pharmacy training programs were present (0.6% per quarter increase in factor score range), and the number of electronic antimicrobial-specific order sets present (0.4% per order set). The variables associated with increased use of antimicrobials included the presence of antimicrobial stop orders (4.6%), the degree to which non-ID physicians were involved in antimicrobial approvals (0.7% per increase in ordinal score), the level engagement with ASTF online resources (0.6% per quarter increase in factor score range), and hospital size (0.6% per 50-bed increase).

Figure

Missed Opportunities for Parenteral to Oral Antimicrobial Conversion

Missed opportunities for IV to PO antimicrobial conversion had the largest number of significant associations with organizational variables: 14 variables were associated with fewer missed opportunities, while 5 were associated with greater missed opportunities. Variables associated with the largest reductions in missed opportunities for IV to PO conversion included having guidelines for antimicrobial duration (12.8%), participating in regional stewardship collaboratives (8.1%), number of antimicrobial-specific order sets (6.0% per order set), ID training of the ASP pharmacist (4.9%), and VA facility complexity designation (4.2% per quarter increase in score indicating greater complexity).23 Variables associated with more missed opportunities included stop orders (11.7%), overall perceived receptiveness to antimicrobial stewardship among clinical services (9.4%), the degree of engagement with ASTF online resources (6.9% per quarter increase in factor score range), educational programs for prudent antimicrobial use (4.1%), and hospital size (1.0% per 50-bed increase).

 

 

Missed Opportunities for Avoidance of Double Anaerobic Coverage

Four variables were associated with more avoidance of double anaerobic coverage: ID training of the lead ASP pharmacist (8.8%), presence of pharmacists and/or ID attendings on acute care ward teams (6.2% per quarter increase in index score), degree of ID pharmacist involvement in antimicrobial approvals, ranging from not at all (score=0) to both weekdays and nights/weekends (score=2; 4.3% per ordinal increase), and the number of antimicrobial-specific order sets (1.5% per order set). No variables were associated with less avoidance of double anaerobic coverage.

Variables Associated with Multiple Favorable or Unfavorable Antimicrobial Utilization Measures

To better assess the consistency of the relationship between organizational variables and measures of antimicrobial use, we tabulated variables that were associated with at least 3 potentially favorable (ie, reduced overall or noninfectious antimicrobial use or fewer missed opportunities) measures. Altogether, 5 variables satisfied this criterion: the presence of postgraduate physician/pharmacy training programs, the number of antimicrobial-specific order sets, frequency of systematic de-escalation review, the presence of pharmacists and/or ID attendings on acute care ward teams, and formal ID training of the lead ASP pharmacist (Table 3). Three other variables were associated with at least 2 unfavorable measures: hospital size, the degree to which the facility engaged with ASTF online resources, and presence of antimicrobial stop orders.

Variables Associated with Multiple Antimicrobial Utilization Measures
Table 3

DISCUSSION

Variability in ASP implementation across VA allowed us to assess the relationship between ASP and facility elements and baseline patterns of antimicrobial utilization. Hospitalists and hospital policy-makers are becoming more and more engaged in inpatient antimicrobial stewardship. While our results suggest that having pharmacists and/or physicians with formal ID training participate in everyday inpatient activities can favorably improve antimicrobial utilization, considerable input into stewardship can be made by hospitalists and policy makers. In particular, based on this work, the highest yield from an organizational standpoint may be in working to develop order sets within the electronic medical record and systematic efforts to promote de-escalation of broad-spectrum therapy, as well as encouraging hospital administration to devote specific physician and pharmacy salary support to stewardship efforts.

While we noted that finding the ASTF online resources helpful was associated with potentially unfavorable antimicrobial utilization, we speculate that this may represent reverse causality due to facilities recognizing that their antimicrobial usage is suboptimal and thus seeking out sample ASTF policies to implement. The association between the presence of automatic stop orders and potentially unfavorable antimicrobial utilization is less clear since the timeframe was not specified in the survey; it may be that setting stop orders too far in advance may promote an environment in which critical thinking about antimicrobial de-escalation is not encouraged or timely. The larger magnitude of association between ASP characteristics and antimicrobial usage among patients without infectious discharge diagnoses versus overall antimicrobial usage also suggests that clinical situations where infection was of low enough suspicion to not even have the providers eventually list an infectious diagnosis on their discharge summaries may be particularly malleable to ASP interventions, though further exploration is needed in determining how useful this utilization measure may be as a marker for inappropriate antimicrobial use.

Our results complement those of Pakyz et al.24 who surveyed 44 academic medical facilities in March 2013 to develop an ASP intensity score and correlate this score and its specific components to overall and targeted antimicrobial use. This study found that the overall ASP intensity score was not significantly associated with total or targeted antimicrobial use. However, ASP strategies were more associated with decreased total and targeted antimicrobial use than were specific ASP resources. In particular, the presence of a preauthorization strategy was associated with decreased targeted antimicrobial use. Our particular findings that order set establishment and de-escalation efforts are associated with multiple antibiotic outcomes also line up with the findings of Schuts et al, who performed a meta-analysis of the effects of meeting antimicrobial stewardship objectives and found that achieving guideline concordance (such as through establishment of order sets) and successfully de-escalating antimicrobial therapy was associated with reduced mortality.25,26 This meta-analysis, however, was limited by low rigor of its studies and potential for reverse causality. While our study has the advantages of capturing an entire national network of 130 acute care facilities with a 100% response rate, it, too, is limited by a number of issues, most notably by the fact that the survey was not specifically designed for the analysis of antimicrobial utilization measures, patient-level risk stratification was not available, the VA population does not reflect the U.S. population at-large, recall bias, and that antimicrobial prescribing and stewardship practices have evolved in VA since 2012. Furthermore, all of the antimicrobial utilization measures studied are imperfect at capturing inappropriate antibiotic use; in particular, our reliance on principal ICD-9 codes for noninfectious outcomes requires prospective validation. Many survey questions were subjective and subject to misinterpretation; other unmeasured confounders may also be present. Causality cannot be inferred from association. Nevertheless, our findings support many core indicators for hospital ASP recommended by the CDC and the Transatlantic Taskforce on Antimicrobial Resistance,3,4 most notably, having personnel with ID training involved in stewardship and establishing a formal procedure for ASP review for the appropriateness of an antimicrobial at or after 48 hours from the initial order.

In summary, the VA has made efforts to advance the practice of antimicrobial stewardship system-wide, including a 2014 directive that all VA facilities have an ASP,27 since the 2012 HAIG assessment reported considerable variability in antimicrobial utilization and antimicrobial stewardship activities. Our study identifies areas of stewardship that may correlate with, positively or negatively, antimicrobial utilization measures that will require further investigation. A repeat and more detailed antimicrobial stewardship survey was recently completed and will help VA gauge ongoing effects of ASTF activities. We hope to re-evaluate our model with newer data when available.

 

 

Acknowledgments

The authors wish to thank Michael Fletcher, Jaime Lopez, and Catherine Loc-Carrillo for their administrative and organizational support of the project and Allison Kelly, MD, for her pivotal role in survey development and distribution. This work was supported by the VA Health Services Research and Development Service Collaborative Research to Enhance and Advance Transformation and Excellence (CREATE) Initiative; Cognitive Support Informatics for Antimicrobial Stewardship project (CRE 12-313).

Disclosure

 The authors report no financial conflicts of interest.

 

The deleterious impact of inappropriate and/or excessive antimicrobial usage is well recognized. In the United States, the Centers for Disease Control and Prevention (CDC) estimates that at least 2 million people become infected with antimicrobial-resistant bacteria with 23,000 subsequent deaths and at least $1 billion in excess medical costs per year.1

In response, many healthcare organizations have developed antimicrobial stewardship programs (ASPs). Guidelines co-sponsored by the Infectious Diseases Society of America and the Society for Healthcare Epidemiology of America, as well as recent statements from the CDC and the Transatlantic Taskforce on Antimicrobial Resistance, all recommend core ASP elements.2-5 The guidelines provide general recommendations on ASP structure, strategies, and activities. The recommended ASP structure is a team of physicians and pharmacists that collaborates with facility governing committees and other stakeholders to optimize antimicrobial use. While personnel with expertise in infectious diseases (ID) often lead ASPs, hospitalists are also recognized as key contributors, especially in quality improvement.6,7 Recommended strategies include prospective audit of antimicrobial use with intervention and feedback and formulary restriction with preauthorization. Recommended activities include education, creation of guidelines, clinical pathways, and order forms, and programs to promote de-escalation and conversion from parenteral (IV) to oral (PO) antimicrobial therapy. However, limited evidence exists regarding the effectiveness of these ASP core elements.8,9 While Cochrane reviews found clear evidence that particular stewardship strategies (eg, audit and feedback, formulary restriction, guidelines implemented with or without feedback, protocols, computerized decision support) can be effective in reducing antimicrobial usage and improving clinical outcomes over the long term, little evidence exists favoring 1 strategy over another.8 Furthermore, most individual studies of ASPs are single-center, making their conclusions less generalizable.

In 2012, the VA National Antimicrobial Stewardship Task Force (ASTF), in conjunction with the VA Healthcare Analysis and Information Group (HAIG) administered a survey on the characteristics of ASPs at all 130 acute care VA facilities (Appendix A). We used these survey results to build an implementation model and then assess associations between facility-level variables and 4 antimicrobial utilization measures.

 

 

METHODS

Survey and Data

In 2011, the ASTF was chartered to develop, deploy, and monitor a strategic plan for optimizing antimicrobial therapy management. Monthly educational webinars and sample policies were offered to all facilities, including a sample business plan for stewardship and policies to encourage de-escalation from broad-spectrum antimicrobials, promote conversion from parenteral to oral antimicrobial therapy, avoid unnecessary double anaerobic coverage, and mitigate unnecessary antimicrobial usage in the context of Clostridium difficile infection.10

At the time that ASTF was chartered, the understanding of how ASP structures across VA facilities operated was limited. Hence, to capture baseline institutional characteristics and stewardship activities, ASTF and HAIG developed an inventory assessment of ASPs that was distributed online in November 2012. All 130 VA facilities providing inpatient acute care services responded.

We derived 57 facility characteristics relevant to antimicrobial utilization and conducted a series of factor analyses to simplify the complex dataset, and identify underlying latent constructs. We categorized resulting factors into domains of evidence, context, or facilitation as guided by the Promoting Action on Research Implementation in Health Services framework.11 Briefly, the evidence domain describes how the facility uses codified and noncodified sources of knowledge (eg, research evidence, clinical experience). Organizational context comprises a facility’s characteristics that ensure a more conducive environment to put evidence into practice (eg, supportive leadership, organizational structure, evaluative systems). Facilitation emphasizes a facility personnel’s “state of preparedness” and receptivity to implementation.

Using factor analysis to identify facility factors as correlates of the outcomes, we first examined polychoric correlations among facility characteristics to assess multicollinearity. We performed independent component analysis to create latent constructs of variables that were defined by factor loadings (that indicated the proportion of variance accounted for by the construct) and uniqueness factors (that determined how well the variables were interpreted by the construct). Factors retained included variables that had uniqueness values of less than 0.7 and factor loadings greater than 0.3. Those associated with uniqueness values greater than 0.7 were left as single items, as were characteristics deemed a priori to be particularly important to antimicrobial stewardship. Factor scales that had only 2 items were converted into indices, while factor scores were generated for those factors that contained 3 or more items.12-15

Data for facility-level antimicrobial utilization measures were obtained from the VA Corporate Data Warehouse from calendar year 2012. The analysis was conducted within the VA Informatics and Computing Infrastructure. All study procedures were approved by the VA Central Institutional Review Board.

Measures

Four utilization measures were defined as dependent measures: overall antimicrobial use; antimicrobial use in patients with non-infectious discharge diagnoses; missed opportunities to convert from parenteral to oral antimicrobial therapy; and missed opportunities to avoid double anaerobic coverage with metronidazole.

Overall antimicrobial use was defined as total acute care (ie, medical/surgical/intensive care) antibacterial use for each facility aggregated as per CDC National Healthcare Safety Network Antimicrobial Use Option guidelines (antimicrobial days per 1000 patient days present). A subanalysis of overall antimicrobial use was restricted to antimicrobial use among patients without an infection-related discharge diagnosis, as we surmised that this measure may capture a greater proportion of potentially unnecessary antimicrobial use. International Classification of Diseases, Ninth Revision, Clinical Modification (ICD-9-CM)16 codes for infectious processes were identified by a combination of those classified previously in the literature,17 and those identified by finding the descendants of all infections named in the Systematized Nomenclature of Medicine--Clinical Terms.18 Next, all remaining codes for principal discharge diagnoses for which antimicrobials were administered were reviewed for potential indications for systemic antibacterial use. Discharges were considered noninfectious if no codes were identified when systemic antimicrobials were or could be indicated. For this measure, antimicrobial days were not counted if administered on or 1 day after the calendar day of surgery warranting antimicrobial prophylaxis.

Missed opportunities for conversion from parenteral to oral (IV to PO) formulations of highly bioavailable oral antimicrobials (ciprofloxacin, levofloxacin, moxifloxacin, azithromycin, clindamycin, linezolid, metronidazole, and fluconazole) were defined as the percentage of days of unnecessary IV therapy that were given when PO therapy could have been used among patients who were not in intensive care units at the time of antimicrobial administration who were receiving other oral medications, using previously described methodology.19 Missed opportunities for avoiding redundant anaerobic coverage with metronidazole were defined as the percentage of days in which patients receiving metronidazole also received antibiotics with activity against anaerobic bacteria, specifically beta-lactam/beta-lactamase inhibitors, carbapenems, cefotetan/cefoxitin, clindamycin, moxifloxacin, or tigecycline), using previously described methodology.20 Patients for whom C. difficile testing was either ordered or positive within the prior 28 days (indicating potential clinical concern for C. difficile infection) were excluded from this endpoint.

 

 

Analysis

The variables derived above were entered into a multivariable model for each of the 4 antimicrobial utilization measures. The least absolute shrinkage and selection operator (LASSO) regression was used to determine significant associations between variables and individual utilization measures.21 LASSO was chosen because it offers advantages over traditional subset selection approaches in large multivariable analyses by assessing covariates simultaneously rather than sequentially, supporting prediction rather than estimation of effect.22P values were not reported as they are not useful in determining statistical significance in this methodology. A tuning parameter of 0.025 was determined for the model based on a cross-validation approach. Significant variables remaining in the model were reported with the percent change in each utilization measure per unit change in the variable of interest. For binary factors, percent change was reported according to whether the variable was present or not. For ordinal variables, percent change was reported according to incremental increase in ordinal score. For continuous variables or variables represented by factor or index scores, percent change was reported per each 25% increase in the range of the score.

RESULTS

Inpatient Facility Antimicrobial Stewardship Characteristics and Antimicrobial Utilization

Frequencies of key facility characteristics that contributed to variable development are included in Table 1. Full survey results across all facilities are included in Appendix B. Factor analysis reduced the total number of variables to 32; however, we also included hospital size and VA complexity score. Thus, 34 variables were evaluated for association with antimicrobial utilization measures: 4 in the evidence domain, 23 in the context domain, and 7 in the facilitation domain (Table 2).

Frequencies of Key Facility Antimicrobial Stewardship Characteristics at VA Facilities Contributing to Variable Development
Table 1
Frequencies of Key Facility Antimicrobial Stewardship Characteristics at VA Facilities Contributing to Variable Development (continued)
Table 1 (continued)

Median facility antimicrobial use was 619 antimicrobial days per 1000 days present (interquartile range [IQR], 554-700; overall range, 346-974). Median facility noninfectious antimicrobial use was 236 per 1000 days present (IQR, 200-286). Missed opportunities for conversion from IV to PO antimicrobial therapy were common, with a median facility value of 40.4% (391/969) of potentially eligible days of therapy (IQR, 32.2-47.8%). Missed opportunities to avoid double anaerobic coverage were less common (median 15.3% (186/1214) of potentially eligible days of therapy (IQR, 11.8%-20.2%; Figure).

Overall Antimicrobial Use

Four variables were associated with decreased overall antimicrobial use, although with small magnitude of change: presence of postgraduate physician/pharmacy training programs (0.03% decrease per quarter increase in factor score; on the order of 0.2 antimicrobial days per 1000 patient days present), presence of pharmacists and/or ID attendings on general medicine ward teams (0.02% decrease per quarter increase in index score), frequency of systematic de-escalation review (0.01% decrease per ordinal increase in score), and degree of involvement of ID physicians and/or fellows in antimicrobial approvals (0.007% decrease per quarter increase in index score). No variables were associated with increased overall antimicrobial use.

Antimicrobial Stewardship Facility Variables Examined According to PARiHS Domain
Table 2
Antimicrobial Stewardship Facility Variables Examined According to PARiHS Domain (continued)
Table 2 (continued)

Antimicrobial Use among Discharges without Infectious Diagnoses

Six variables were associated with decreased antimicrobial use in patients without infectious discharge diagnoses, while 4 variables were associated with increased use. Variables associated with the greatest magnitude of decreased use included facility educational programs for prudent antimicrobial use (1.8% on the order of 4 antimicrobial days per 1000 patient days present), frequency of systematic de-escalation review (1.5% per incremental increase in score), and whether a facility’s lead antimicrobial stewardship pharmacist had ID training (1.3%). Also significantly associated with decreased use was a factor summarizing the presence of 4 condition-specific stewardship processes (de-escalation policies, policies for addressing antimicrobial use in the context of C. difficile infection, blood culture review, and automatic ID consults for certain conditions) (0.6% per quarter increase in factor score range), the extent to which postgraduate physician/pharmacy training programs were present (0.6% per quarter increase in factor score range), and the number of electronic antimicrobial-specific order sets present (0.4% per order set). The variables associated with increased use of antimicrobials included the presence of antimicrobial stop orders (4.6%), the degree to which non-ID physicians were involved in antimicrobial approvals (0.7% per increase in ordinal score), the level engagement with ASTF online resources (0.6% per quarter increase in factor score range), and hospital size (0.6% per 50-bed increase).

Figure

Missed Opportunities for Parenteral to Oral Antimicrobial Conversion

Missed opportunities for IV to PO antimicrobial conversion had the largest number of significant associations with organizational variables: 14 variables were associated with fewer missed opportunities, while 5 were associated with greater missed opportunities. Variables associated with the largest reductions in missed opportunities for IV to PO conversion included having guidelines for antimicrobial duration (12.8%), participating in regional stewardship collaboratives (8.1%), number of antimicrobial-specific order sets (6.0% per order set), ID training of the ASP pharmacist (4.9%), and VA facility complexity designation (4.2% per quarter increase in score indicating greater complexity).23 Variables associated with more missed opportunities included stop orders (11.7%), overall perceived receptiveness to antimicrobial stewardship among clinical services (9.4%), the degree of engagement with ASTF online resources (6.9% per quarter increase in factor score range), educational programs for prudent antimicrobial use (4.1%), and hospital size (1.0% per 50-bed increase).

 

 

Missed Opportunities for Avoidance of Double Anaerobic Coverage

Four variables were associated with more avoidance of double anaerobic coverage: ID training of the lead ASP pharmacist (8.8%), presence of pharmacists and/or ID attendings on acute care ward teams (6.2% per quarter increase in index score), degree of ID pharmacist involvement in antimicrobial approvals, ranging from not at all (score=0) to both weekdays and nights/weekends (score=2; 4.3% per ordinal increase), and the number of antimicrobial-specific order sets (1.5% per order set). No variables were associated with less avoidance of double anaerobic coverage.

Variables Associated with Multiple Favorable or Unfavorable Antimicrobial Utilization Measures

To better assess the consistency of the relationship between organizational variables and measures of antimicrobial use, we tabulated variables that were associated with at least 3 potentially favorable (ie, reduced overall or noninfectious antimicrobial use or fewer missed opportunities) measures. Altogether, 5 variables satisfied this criterion: the presence of postgraduate physician/pharmacy training programs, the number of antimicrobial-specific order sets, frequency of systematic de-escalation review, the presence of pharmacists and/or ID attendings on acute care ward teams, and formal ID training of the lead ASP pharmacist (Table 3). Three other variables were associated with at least 2 unfavorable measures: hospital size, the degree to which the facility engaged with ASTF online resources, and presence of antimicrobial stop orders.

Variables Associated with Multiple Antimicrobial Utilization Measures
Table 3

DISCUSSION

Variability in ASP implementation across VA allowed us to assess the relationship between ASP and facility elements and baseline patterns of antimicrobial utilization. Hospitalists and hospital policy-makers are becoming more and more engaged in inpatient antimicrobial stewardship. While our results suggest that having pharmacists and/or physicians with formal ID training participate in everyday inpatient activities can favorably improve antimicrobial utilization, considerable input into stewardship can be made by hospitalists and policy makers. In particular, based on this work, the highest yield from an organizational standpoint may be in working to develop order sets within the electronic medical record and systematic efforts to promote de-escalation of broad-spectrum therapy, as well as encouraging hospital administration to devote specific physician and pharmacy salary support to stewardship efforts.

While we noted that finding the ASTF online resources helpful was associated with potentially unfavorable antimicrobial utilization, we speculate that this may represent reverse causality due to facilities recognizing that their antimicrobial usage is suboptimal and thus seeking out sample ASTF policies to implement. The association between the presence of automatic stop orders and potentially unfavorable antimicrobial utilization is less clear since the timeframe was not specified in the survey; it may be that setting stop orders too far in advance may promote an environment in which critical thinking about antimicrobial de-escalation is not encouraged or timely. The larger magnitude of association between ASP characteristics and antimicrobial usage among patients without infectious discharge diagnoses versus overall antimicrobial usage also suggests that clinical situations where infection was of low enough suspicion to not even have the providers eventually list an infectious diagnosis on their discharge summaries may be particularly malleable to ASP interventions, though further exploration is needed in determining how useful this utilization measure may be as a marker for inappropriate antimicrobial use.

Our results complement those of Pakyz et al.24 who surveyed 44 academic medical facilities in March 2013 to develop an ASP intensity score and correlate this score and its specific components to overall and targeted antimicrobial use. This study found that the overall ASP intensity score was not significantly associated with total or targeted antimicrobial use. However, ASP strategies were more associated with decreased total and targeted antimicrobial use than were specific ASP resources. In particular, the presence of a preauthorization strategy was associated with decreased targeted antimicrobial use. Our particular findings that order set establishment and de-escalation efforts are associated with multiple antibiotic outcomes also line up with the findings of Schuts et al, who performed a meta-analysis of the effects of meeting antimicrobial stewardship objectives and found that achieving guideline concordance (such as through establishment of order sets) and successfully de-escalating antimicrobial therapy was associated with reduced mortality.25,26 This meta-analysis, however, was limited by low rigor of its studies and potential for reverse causality. While our study has the advantages of capturing an entire national network of 130 acute care facilities with a 100% response rate, it, too, is limited by a number of issues, most notably by the fact that the survey was not specifically designed for the analysis of antimicrobial utilization measures, patient-level risk stratification was not available, the VA population does not reflect the U.S. population at-large, recall bias, and that antimicrobial prescribing and stewardship practices have evolved in VA since 2012. Furthermore, all of the antimicrobial utilization measures studied are imperfect at capturing inappropriate antibiotic use; in particular, our reliance on principal ICD-9 codes for noninfectious outcomes requires prospective validation. Many survey questions were subjective and subject to misinterpretation; other unmeasured confounders may also be present. Causality cannot be inferred from association. Nevertheless, our findings support many core indicators for hospital ASP recommended by the CDC and the Transatlantic Taskforce on Antimicrobial Resistance,3,4 most notably, having personnel with ID training involved in stewardship and establishing a formal procedure for ASP review for the appropriateness of an antimicrobial at or after 48 hours from the initial order.

In summary, the VA has made efforts to advance the practice of antimicrobial stewardship system-wide, including a 2014 directive that all VA facilities have an ASP,27 since the 2012 HAIG assessment reported considerable variability in antimicrobial utilization and antimicrobial stewardship activities. Our study identifies areas of stewardship that may correlate with, positively or negatively, antimicrobial utilization measures that will require further investigation. A repeat and more detailed antimicrobial stewardship survey was recently completed and will help VA gauge ongoing effects of ASTF activities. We hope to re-evaluate our model with newer data when available.

 

 

Acknowledgments

The authors wish to thank Michael Fletcher, Jaime Lopez, and Catherine Loc-Carrillo for their administrative and organizational support of the project and Allison Kelly, MD, for her pivotal role in survey development and distribution. This work was supported by the VA Health Services Research and Development Service Collaborative Research to Enhance and Advance Transformation and Excellence (CREATE) Initiative; Cognitive Support Informatics for Antimicrobial Stewardship project (CRE 12-313).

Disclosure

 The authors report no financial conflicts of interest.

 

References

1. Antibiotic resistance threats in the United States, 2013. Atlanta, GA: Centers for Disease Control and Prevention. http://www.cdc.gov/drugresistance/threat-report-2013/. Published 2013. Accessed January 7, 2016.
2. Dellit TH, Owens RC, McGowan JE Jr, et al. Infectious Diseases Society of America and the Society for Healthcare Epidemiology of America guidelines for developing an institutional program to enhance antimicrobial stewardship. Clin Infect Dis. 2007;44(2):159-177. PubMed
3. Centers for Disease Control and Prevention. Core elements of hospital antibiotic stewardship programs. Atlanta, GA: Centers for Disease Control and Prevention.  http://www.cdc.gov/getsmart/healthcare/implementation/core-elements.html. Published 2015. Accessed January 7, 2016.
4. Pollack LA, Plachouras D, Gruhler H, Sinkowitz-Cochran R. Transatlantic taskforce on antimicrobial resistance (TATFAR) summary of the modified Delphi process for common structure and process indicators for hospital antimicrobial stewardship programs. http://www.cdc.gov/drugresistance/pdf/summary_of_tatfar_recommendation_1.pdf. Published 2015. Accessed January 7, 2016.
5. Barlam TF, Cosgrove SE, Abbo LM, MacDougal C, Schuetz AN, Septimus EJ, et al. Implementing an Antibiotic Stewardship Program: Guidelines by the Infectious Diseases Society of America and the Society for Healthcare Epidemiology of America. Clin Infect Dis. 2016;62(10):e51-e77. PubMed
6. Rohde JM, Jacobsen D, Rosenberg DJ. Role of the hospitalist in antimicrobial stewardship: a review of work completed and description of a multisite collaborative. Clin Ther. 2013;35(6):751-757. PubMed
7. Mack MR, Rohde JM, Jacobsen D, Barron JR, Ko C, Goonewardene M, et al. Engaging hospitalists in antimicrobial stewardship: lessons from a multihosopital collaborative. J Hosp Med. 2016;11(8):576-580. PubMed
8. Davey P, Brown E, Charani E, Fenelon L, Gould IM, Holmes A, et al. Interventions to improve antibiotic prescribing practices for hospital inpatients. Cochrane Database Syst Rev. 2013;4:CD003543. PubMed
9. Filice G, Drekonja D, Wilt TJ, Greer N, Butler M, Wagner B. Antimicrobial stewardship programs in inpatient settings: a systematic review. Washington, DC: Department of Veterans Affairs Health Services Research and Development. http://www.hsrd.research.va.gov/publications/esp/antimicrobial.pdf. Published 2013. Accessed January 7, 2016.
10. Graber CJ, Madaras-Kelly K, Jones MM, Neuhauser MM, Goetz MB. Unnecessary antimicrobial use in the context of Clostridium difficile infection: a call to arms for the Veterans Affairs Antimicrobial Stewardship Task Force. Infect Control Hosp Epidemiol. 2013(6);34:651-653. PubMed
11. Rycroft-Malone J. The PARIHS framework--a framework for guiding the implementation of evidence-based practice. J Nurs Care Qual. 2004;19(4):297-304. PubMed
12. Chou AF, Graber CJ, Jones MM, Zhang Y, Goetz MB, Madaras-Kelly K, et al. Specifying an implementation framework for VA antimicrobial stewardship programs. Oral presentation at the VA HSR&D/QUERI National Conference, July 8-9, 2015. Washington, DC: U.S. Department of Veterans Affairs. http://www.hsrd.research.va.gov/meetings/2015/abstract-display.cfm?RecordID=862. Accessed July 5, 2016.
13. Bartholomew DJ. Factor analysis for categorical data. J R Stat Soc. 1980;42:293-321.
14. Flanagan M, Ramanujam R, Sutherland J, Vaughn T, Diekema D, Doebbeling BN. Development and validation of measures to assess prevention and control of AMR in hospitals. Med Care. 2007;45(6): 537-544. PubMed
15. Kline P. An easy guide to factor analysis. New York: Routledge, 1994.
16. Centers for Disease Control and Prevention, National Center for Health Statistics. International Classification of Diseases, Ninth Revision, Clinical Modification (ICD-9-CM). Atlanta GA: Centers for Disease Control and Prevention. http://www.cdc.gov/nchs/icd/icd9cm.htm. Published 2013. Accessed January 7, 2016.
17. Huttner B, Jones M, Huttner A, Rubin M, Samore MH. Antibiotic prescription practices for pneumonia, skin and soft tissue infections and urinary tract infections throughout the US Veterans Affairs system. J Antimicrob Chemother. 2013;68(10):2393-2399. PubMed
18. National Institutes of Health. SNOMED Clinical Terms (SNOMED CT). Bethesda, MD: U.S. National Library of Medicine. https://www.nlm.nih.gov/research/umls/Snomed/snomed_main.html. NIH website. Published 2009. Accessed January 7. 2016.
19. Jones M, Huttner B, Madaras-Kelly K, Nechodom K, Nielson C, Bidwell Goetz M, et al. Parenteral to oral conversion of fluoroquinolones: low-hanging fruit for antimicrobial stewardship programs? Infect Control Hosp Epidemiol 2012;33(4): 362-367. PubMed
20. Huttner B, Jones M, Rubin MA, Madaras-Kelly K, Nielson C, Goetz MB, et al. Double trouble: how big a problem is redundant anaerobic antibiotic coverage in Veterans Affairs medical centres? J Antimicrob Chemother. 2012;67(6):1537-1539. PubMed
21. Tibshirani R. Regression shrinkage and selection via the lasso. J R Stat Soc B. 1996;58:267-288.
22. Taylor J, Tibshirani RJ. Statistical learning and selective inference. Proc Natl Acad Sci U S A. 2015;112(25):7629-7634. PubMed
23. VHA Office of Productivity, Efficiency, and Staffing. Facility Complexity Levels. Department of Veterans Affairs website. http://opes.vssc.med.va.gov/FacilityComplexityLevels/Pages/default.aspx. Published 2008. Accessed January 7, 2016.
24. Pakyz AL, Moczygemba LR, Wang H, Stevens MP, Edmond MB. An evaluation of the association between an antimicrobial stewardship score and antimicrobial usage. J Antimicrob Chemother. 2015;70(5):1588-1591. PubMed
25. Schuts EC, Hulscher ME, Mouton JW, Verduin CM, Stuart JW, Overdiek HW, et al. Current evidence on hospital antimicrobial stewardship objectives: a systematic review and meta-analysis. Lancet Infect Dis. 2016;16(7):847-856. PubMed
26. Graber CJ, Goetz MB. Next steps for antimicrobial stewardship. Lancet Infect Dis. 2016;16(7):764-765. PubMed
27. Petzel RA. VHA Directive 1031: Antimicrobial stewardship programs (ASP). Washington, DC: Department of Veterans Affairs.http://www.va.gov/vhapublications/ViewPublication.asp?pub_ID=2964. Published January 22, 2014. Accessed July 5, 2016.

References

1. Antibiotic resistance threats in the United States, 2013. Atlanta, GA: Centers for Disease Control and Prevention. http://www.cdc.gov/drugresistance/threat-report-2013/. Published 2013. Accessed January 7, 2016.
2. Dellit TH, Owens RC, McGowan JE Jr, et al. Infectious Diseases Society of America and the Society for Healthcare Epidemiology of America guidelines for developing an institutional program to enhance antimicrobial stewardship. Clin Infect Dis. 2007;44(2):159-177. PubMed
3. Centers for Disease Control and Prevention. Core elements of hospital antibiotic stewardship programs. Atlanta, GA: Centers for Disease Control and Prevention.  http://www.cdc.gov/getsmart/healthcare/implementation/core-elements.html. Published 2015. Accessed January 7, 2016.
4. Pollack LA, Plachouras D, Gruhler H, Sinkowitz-Cochran R. Transatlantic taskforce on antimicrobial resistance (TATFAR) summary of the modified Delphi process for common structure and process indicators for hospital antimicrobial stewardship programs. http://www.cdc.gov/drugresistance/pdf/summary_of_tatfar_recommendation_1.pdf. Published 2015. Accessed January 7, 2016.
5. Barlam TF, Cosgrove SE, Abbo LM, MacDougal C, Schuetz AN, Septimus EJ, et al. Implementing an Antibiotic Stewardship Program: Guidelines by the Infectious Diseases Society of America and the Society for Healthcare Epidemiology of America. Clin Infect Dis. 2016;62(10):e51-e77. PubMed
6. Rohde JM, Jacobsen D, Rosenberg DJ. Role of the hospitalist in antimicrobial stewardship: a review of work completed and description of a multisite collaborative. Clin Ther. 2013;35(6):751-757. PubMed
7. Mack MR, Rohde JM, Jacobsen D, Barron JR, Ko C, Goonewardene M, et al. Engaging hospitalists in antimicrobial stewardship: lessons from a multihosopital collaborative. J Hosp Med. 2016;11(8):576-580. PubMed
8. Davey P, Brown E, Charani E, Fenelon L, Gould IM, Holmes A, et al. Interventions to improve antibiotic prescribing practices for hospital inpatients. Cochrane Database Syst Rev. 2013;4:CD003543. PubMed
9. Filice G, Drekonja D, Wilt TJ, Greer N, Butler M, Wagner B. Antimicrobial stewardship programs in inpatient settings: a systematic review. Washington, DC: Department of Veterans Affairs Health Services Research and Development. http://www.hsrd.research.va.gov/publications/esp/antimicrobial.pdf. Published 2013. Accessed January 7, 2016.
10. Graber CJ, Madaras-Kelly K, Jones MM, Neuhauser MM, Goetz MB. Unnecessary antimicrobial use in the context of Clostridium difficile infection: a call to arms for the Veterans Affairs Antimicrobial Stewardship Task Force. Infect Control Hosp Epidemiol. 2013(6);34:651-653. PubMed
11. Rycroft-Malone J. The PARIHS framework--a framework for guiding the implementation of evidence-based practice. J Nurs Care Qual. 2004;19(4):297-304. PubMed
12. Chou AF, Graber CJ, Jones MM, Zhang Y, Goetz MB, Madaras-Kelly K, et al. Specifying an implementation framework for VA antimicrobial stewardship programs. Oral presentation at the VA HSR&D/QUERI National Conference, July 8-9, 2015. Washington, DC: U.S. Department of Veterans Affairs. http://www.hsrd.research.va.gov/meetings/2015/abstract-display.cfm?RecordID=862. Accessed July 5, 2016.
13. Bartholomew DJ. Factor analysis for categorical data. J R Stat Soc. 1980;42:293-321.
14. Flanagan M, Ramanujam R, Sutherland J, Vaughn T, Diekema D, Doebbeling BN. Development and validation of measures to assess prevention and control of AMR in hospitals. Med Care. 2007;45(6): 537-544. PubMed
15. Kline P. An easy guide to factor analysis. New York: Routledge, 1994.
16. Centers for Disease Control and Prevention, National Center for Health Statistics. International Classification of Diseases, Ninth Revision, Clinical Modification (ICD-9-CM). Atlanta GA: Centers for Disease Control and Prevention. http://www.cdc.gov/nchs/icd/icd9cm.htm. Published 2013. Accessed January 7, 2016.
17. Huttner B, Jones M, Huttner A, Rubin M, Samore MH. Antibiotic prescription practices for pneumonia, skin and soft tissue infections and urinary tract infections throughout the US Veterans Affairs system. J Antimicrob Chemother. 2013;68(10):2393-2399. PubMed
18. National Institutes of Health. SNOMED Clinical Terms (SNOMED CT). Bethesda, MD: U.S. National Library of Medicine. https://www.nlm.nih.gov/research/umls/Snomed/snomed_main.html. NIH website. Published 2009. Accessed January 7. 2016.
19. Jones M, Huttner B, Madaras-Kelly K, Nechodom K, Nielson C, Bidwell Goetz M, et al. Parenteral to oral conversion of fluoroquinolones: low-hanging fruit for antimicrobial stewardship programs? Infect Control Hosp Epidemiol 2012;33(4): 362-367. PubMed
20. Huttner B, Jones M, Rubin MA, Madaras-Kelly K, Nielson C, Goetz MB, et al. Double trouble: how big a problem is redundant anaerobic antibiotic coverage in Veterans Affairs medical centres? J Antimicrob Chemother. 2012;67(6):1537-1539. PubMed
21. Tibshirani R. Regression shrinkage and selection via the lasso. J R Stat Soc B. 1996;58:267-288.
22. Taylor J, Tibshirani RJ. Statistical learning and selective inference. Proc Natl Acad Sci U S A. 2015;112(25):7629-7634. PubMed
23. VHA Office of Productivity, Efficiency, and Staffing. Facility Complexity Levels. Department of Veterans Affairs website. http://opes.vssc.med.va.gov/FacilityComplexityLevels/Pages/default.aspx. Published 2008. Accessed January 7, 2016.
24. Pakyz AL, Moczygemba LR, Wang H, Stevens MP, Edmond MB. An evaluation of the association between an antimicrobial stewardship score and antimicrobial usage. J Antimicrob Chemother. 2015;70(5):1588-1591. PubMed
25. Schuts EC, Hulscher ME, Mouton JW, Verduin CM, Stuart JW, Overdiek HW, et al. Current evidence on hospital antimicrobial stewardship objectives: a systematic review and meta-analysis. Lancet Infect Dis. 2016;16(7):847-856. PubMed
26. Graber CJ, Goetz MB. Next steps for antimicrobial stewardship. Lancet Infect Dis. 2016;16(7):764-765. PubMed
27. Petzel RA. VHA Directive 1031: Antimicrobial stewardship programs (ASP). Washington, DC: Department of Veterans Affairs.http://www.va.gov/vhapublications/ViewPublication.asp?pub_ID=2964. Published January 22, 2014. Accessed July 5, 2016.

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Journal of Hospital Medicine 12(5)
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Association of inpatient antimicrobial utilization measures with antimicrobial stewardship activities and facility characteristics of Veterans Affairs medical centers
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Address for correspondence and reprint requests: Christopher J. Graber, MD, MPH, Infectious Diseases Section, VA Greater Los Angeles Healthcare System, 11301 Wilshire Blvd, 111-F, Los Angeles, CA 90073; Telephone: 310-268-3763; Fax: 310 268-4928; E-mail: christopher.graber@va.gov


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Vancomycin Troughs and Nephrotoxicity

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Elevated vancomycin trough is not associated with nephrotoxicity among inpatient veterans

Methicillin‐resistant Staphylococcus aureus (MRSA) is responsible for an increasing number of invasive infections and, in the United States, may now be responsible for more deaths than disease associated with human immunodeficiency virus (HIV).1, 2 Vancomycin remains the drug of choice for invasive MRSA disease; from 1984 to 1996, its use in the United States escalated 6‐fold.3 With increased use of vancomycin, MRSA strains with partial and full resistance to vancomycin have emerged. Since 1997, S. aureus with intermediate susceptibility to vancomycin (VISA) as well as heteroresistance to vancomycin (hVISA) have been described.46 Several centers have also noted a slow rise in minimum inhibitory concentration (MIC) among clinical MRSA isolates (MIC creep).7 Low vancomycin trough levels have been implicated in the emergence of hVISA, and several studies have demonstrated a higher rate of vancomycin treatment failure, longer duration of fever, and prolonged hospitalization with hVISA and strains with elevated MIC compared to vancomycin‐susceptible MRSA.812 Until recently, vancomycin was frequently dosed to target trough levels <10 mg/L. The above concerns, combined with pharmacodynamic data suggesting that maintaining a ratio of vancomycin area under the curve to minimum inhibitory concentration (AUC/MIC) 400 may be associated with improved clinical outcome,13 have prompted an expert consensus to recommend targeting higher vancomycin trough levels (typically 15‐20 mg/L) for invasive MRSA infections and general avoidance of trough levels <10 mg/L.14

The effect of higher trough levels on kidney function remains poorly understood, as does the mechanism of vancomycin‐induced renal injury itself, though animal studies demonstrate oxidative damage to renal tubules with high doses of vancomycin.15, 16 In previous studies, the incidence of vancomycin nephrotoxicity with lower troughs has been reported to range from 0% to 19% with vancomycin alone, increasing up to 35% with concomitant aminoglycoside therapy.1724 Limited studies have been done to assess the risk of nephrotoxicity at higher trough levels. Lodise and colleagues identified high‐dose vancomycin (>4 gm per day) as an independent risk factor for nephrotoxicity, when compared to administration of <4 gm of vancomycin per day or use of linezolid, and showed greater risk of nephrotoxicity with increasing vancomycin trough levels within the first 96 hours of vancomycin administration.25, 26 Hidayat et al. demonstrated, in a prospective cohort analysis, that patients with mean trough levels 15 mg/L had a significantly increased incidence of nephrotoxicity. In that study, patients who developed nephrotoxicity were more likely to receive other nephrotoxic agents, and troughs collected before or after nephrotoxicity onset were not distinguished.9 This is an important distinction, as vancomycin is frequently continued with dose adjustment even after nephrotoxicity occurs, with the nephrotoxicity resulting in subsequent higher troughs. Jeffres et al. demonstrated that maximum vancomycin trough 15 mg/L was associated with nephrotoxicity in patients with healthcare‐associated MRSA pneumonia; this study was retrospective and focused on a particularly ill patient population.27 Pritchard et al. also retrospectively reviewed 2493 courses of vancomycin at their institution, from 2003 to 2007, and found a significant relationship between vancomycin trough 14 mg/L and nephrotoxicity. The presence of comorbid disease states and concomitant nephrotoxins was determined in a subset of 130 courses in 2007; increasing vancomycin trough was associated with nephrotoxicity in multivariable analysis.28 However, it is not clear whether troughs collected before or after nephrotoxicity onset were distinguished in this study. At least 6 other retrospective studies involving small sample size or published in abstract form have widely different results in relating high vancomycin trough or aggressive vancomycin dosing strategies to nephrotoxicity.2934

The purpose of our study was to evaluate the association between development of nephrotoxicity and trough levels obtained during vancomycin therapy at a large veterans' hospital, while accounting for other potential nephrotoxins, and to evaluate the temporal association between elevated vancomycin troughs and nephrotoxicity. We chose to focus on nephrotoxicity that occurred on, or after, 5 days of vancomycin therapy in order to reduce other confounding factors of nephrotoxicity, since short durations of vancomycin frequently represent use in surgical prophylaxis or empirical therapy for hemodynamically unstable patients at high risk for renal injury.

Patients and Methods

Inclusion and Exclusion Criteria

We performed a retrospective cohort study of patients at the Veterans Affairs (VA) Greater Los Angeles Healthcare System during 2 time periods (May 1, 2005‐April 30, 2006 and Jan 1, 2007‐Dec 31, 2007) when hospital guidelines recommended different vancomycin dosing regimens based on indication. During the first time period, the recommended target trough level was 10 mg/L, regardless of indication. In May 2006, target troughs were changed according to the following institutional guidelines: 8‐12 mg/L for cellulitis, urinary tract infection (UTI), and uncomplicated bacteremia; 10‐15 mg/L for endocarditis, osteomyelitis, and visceral abscesses; and 15‐20 mg/L for bacterial meningitis and pneumonia. The vancomycin manufacturers (American Pharmaceutical Partners (Schaumburg, IL) and Baxter (Deerfield, IL)) were the same during both time periods. Patient data was collected from the VA Computerized Patient Records System (CPRS) by 2 trained reviewers (K.K.P. and T.P.). All inpatients who received 5 days of intravenous vancomycin therapy during these time periods were identified via electronic pharmacy records. We then excluded all patients with serum creatinine >2.0 mg/L prior to starting vancomycin, no serum creatinine collected before or during receipt of vancomycin, no trough levels drawn while on vancomycin (or for patients experiencing nephrotoxicity, no trough levels drawn prior to nephrotoxicity onset), nephrotoxicity occurring before day 5 of vancomycin therapy, and receipt of concomitant amphotericin B.

Data Collection and Study Definitions

In patients who received multiple courses of vancomycin during the specified time period, only the first course starting on, or after, May 1, 2005 and lasting 5 days was analyzed. Data collected for each patient included age, sex, race, and comorbidities (diabetes mellitus, liver dysfunction, and active malignancy). Diabetes mellitus was defined as 2 fasting blood glucose levels >125, or receipt of insulin or other hypoglycemic medications during vancomycin treatment. Patients were considered to have liver disease if they had a prior diagnosis of cirrhosis, hepatic encephalopathy, or hepatic insufficiency, or if 2 of the following criteria were met: total bilirubin >2 mg/L, aspartate aminotransferase (AST) or alanine aminotransferase (ALT) >2 the upper limit of normal, or serum albumin <3 g/dL. Receipt of 1 dose of potentially nephrotoxic agents, including aminoglycosides, intravenous furosemide, intravenous trimethoprim‐sulfamethoxazole, intravenous contrast dye, potentially nephrotoxic chemotherapy, and vasopressors, were recorded beginning 72 hours prior to vancomycin therapy until onset of nephrotoxicity, or, if nephrotoxicity did not occur, the final vancomycin dose. Angiotensin‐converting enzyme inhibitors (ACE‐I) and non‐steroidal anti‐inflammatory drugs (NSAIDs) or aspirin were considered potentially nephrotoxic if they were newly started within 72 hours of vancomycin.

For each patient, the serum creatinine was recorded upon admission, within 24 hours of starting vancomycin, during vancomycin treatment, and at 24 hours and 72 hours following the final vancomycin dose. Serum creatinine was typically measured daily. Per institutional protocol, vancomycin trough levels were drawn 30‐60 minutes prior to the fourth dose, and again in 5‐7 days or with any large change in renal function. Extrapolated troughs were calculated by a pharmacist if levels were drawn outside of the 60‐minute time period. The highest trough and duration of therapy was documented for each patient. The mean trough was equal to the arithmetic mean of all troughs obtained during vancomycin administration until 72 hours following the final dose.

Outcome Analysis

The primary end point was the development of nephrotoxicity, which was defined as an increase in serum creatinine by either 0.5 mg/dL or 50% for at least 2 consecutive days after receipt of vancomycin, up to 72 hours after the final dose, compared to the last creatinine measured prior to vancomycin initiation. Patients who had a documented isolated increase in serum creatinine that resolved upon recheck within 24 hours were not classified as experiencing nephrotoxicity. In patients who developed nephrotoxicity, mean troughs, maximum troughs, duration of vancomycin treatment, and receipt of concomitant nephrotoxins were ascertained using data collected only before nephrotoxicity onset. Bivariate and multivariate models were subsequently constructed in order to determine risk factors for nephrotoxicity, using either mean or maximum trough achieved prior to nephrotoxicity for each patient.

Statistical Methods

Comparisons between the 2005‐2006 and 2007 groups were made using Student t test for continuous variables, Wilcoxon rank‐sum test for ordinal variables, and Fisher's exact test for nominal variables. Association of clinical variables with nephrotoxicity was assessed using bivariate logistic regression with subsequent multivariable logistic regression. We initially decided to use maximum vancomycin trough 15 mg/L as the vancomycin exposure variable of interest to include in multivariable models, as we felt that (1) trough 15 mg/L is clinically relevant given current guidelines that recommend aiming for trough 15 mg/L for treatment of most invasive staphylococcal disease,31 and (2) prior studies identified a single trough 15 mg/L as a possible risk factor for nephrotoxicity.9, 27, 29, 31 However, we also generated other multivariable models that included either maximum vancomycin trough 20 mg/L, mean vancomycin trough 15 mg/L, or mean vancomycin trough 20 mg/L, and models in which maximum and mean vancomycin troughs were treated as continuous variables. All variables were initially included in multivariable models; nonsignificant variables were removed from the models in a backwards stepwise fashion until likelihood ratio testing determined that removal of any variable was associated with likelihood ratio test P value <0.20 in comparing the full to reduced model. All calculated P values are two‐sided. All calculations were performed with STATA, version 10 (StataCorp, College Station, TX). This study was approved via expedited review by the Institutional Review Board of the VA Greater Los Angeles Healthcare System.

Results

Comparison of 2005‐2006 Versus 2007 Cohorts

Of the 705 patients who were identified by pharmacy records to have received intravenous vancomycin, 348 patients remained after exclusion criteria were applied; the vast majority of patients were excluded because they received <5 days of vancomycin therapy. Of the 348 patients included in the study, 201 received vancomycin in 2005‐2006, and 147 received vancomycin in 2007 (Table 1). Mean vancomycin trough was significantly higher in 2007 than 2005‐2006 (average mean trough 13.2 mg/L 4.3 vs 9.7 mg/L 3.6; P < 0.0001), although median (8 vs 9 days) and mean (11.2 vs 12.2 days) duration of therapy was 1 day shorter in 2007 versus 2005‐2006. Age, sex, race, comorbidities, and indication for vancomycin use were similar between the 2 groups. The receipt of concomitant nephrotoxins was largely similar between the 2 time periods, with the primary exception being that a higher proportion of patients received intravenous contrast dye in 2007 (19%) than in 2005‐2006 (8.0%) (P = 0.003), and a lower proportion of patients received amikacin in 2007 (7.5%) than in 2005‐2006 (15%) (P = 0.043), though overall receipt of aminoglycosides was similar. Overall, nephrotoxicity was noted in 31 patients (8.9%), with similar incidence in 2005‐2006 (8.0%) and 2007 (10.2%) (P = 0.57). The median time to onset of nephrotoxicity was 7 days, with a median peak serum creatinine of 1.8 mg/dL.

Characteristics of Patients Treated With Vancomycin From May 2005 Through April 2006 and From January to December 2007
 2005‐2006 (n = 201)2007 (n = 147)P Value*Combined (n = 348)
  • Abbreviations: ACE, angiotensin‐converting enzyme; IV, intravenous; NSAID, non‐steroidal anti‐inflammatory drug.

  • Comparison of continuous variables done by Student t test, ordinal variables by Wilcoxon rank‐sum test, and nominal variables by Fisher's exact test.

  • Osteomyelitis, urinary tract infection, endocarditis, meningitis, otomastoiditis, empiric therapy.

Patient characteristics    
Age (median years)59610.1860
Male gender (no. of patients)198 (99%)141 (96%)0.18339 (97.4%)
Race (no. of patients):    
White128 (63.7%)95 (64.6%)0.91223 (64.1%)
Black57 (28.4%)40 (27.2%)0.9097 (27.9%)
Other race16 (8%)12 (8.2%)1.0028 (8%)
Comorbidities (no. of patients):    
Diabetes75 (37.3%)50 (34%)0.57125 (35.9%)
Liver disease29 (14.4%)14 (9.5%)0.1943 (12.4%)
Malignancy33 (16.4%)21 (14.3%)0.6554 (15.5%)
Concomitant nephrotoxins (no. of patients):    
Aminoglycosides (any):41 (20.4%)25 (17.0%)0.4966 (19.0%)
Gentamicin11 (5.5%)14 (9.5%)0.2125 (7.2%)
Amikacin30 (14.9%)11 (7.5%)0.04341 (11.8%)
IV Furosemide53 (26.4%)34 (23.1%)0.5387 (25.0%)
ACE‐inhibitor (newly started)20 (10%)10 (6.8%)0.3430 (8.6%)
NSAID (newly started)26 (12.9%)11 (7.5%)0.1237 (10.6%)
IV Trimethoprim‐sulfamethoxazole3 (1.5%)2 (1.4%)1.005 (1.4%)
Contrast dye16 (8%)28 (19.0%)0.00344 (12.6%)
Chemotherapy3 (1.5%)4 (2.7%)0.427 (2%)
Vasopressors (any):13 (6.5%)7 (4.8%)0.6420 (5.7%)
Dopamine4 (2%)1 (0.7%)0.405 (1.4%)
Epinephrine5 (2.5%)1 (0.7%)0.416 (1.7%)
Norepinephrine9 (4.5%)5 (3.4%)0.7814 (4.0%)
Phenylephrine2 (1.0%)1 (0.7%)1.003 (0.9%)
Vasopressin0 (0%)1 (0.7%)0.421 (0.3%)
Indication for vancomycin:    
Skin/soft tissue/bone infection112 (55.7%)77 (52.4%)0.59189 (54.3%)
Pneumonia26 (12.9%)26 (17.7%)0.2352 (14.9%)
Bacteremia26 (12.9%)14 (9.5%)0.4040 (11.5%)
Other37 (18.4%)30 (20.4%)0.6867 (19.3%)
Clinical outcomes    
Nephrotoxicity (no. of patients)16 (8%)15 (10.2%)0.5731 (8.9%)
Mean admission creatinine (mg/L)1.101.160.251.13
Mean vancomycin trough (mg/L)9.7113.2<0.000111.2
Mean highest vancomycin trough (mg/L)11.815.7<0.000113.5
Vancomycin duration (median days)980.0148

Determination of Clinical Factors for Nephrotoxicity

Results of bivariate and multivariate analysis of clinical factors potentially associated with nephrotoxicity are displayed in Table 2. Among the 31 patients experiencing nephrotoxicity, the mean maximum vancomycin trough prior to nephrotoxicity onset was 14.9 mg/L, compared to 13.3 mg/L among those not experiencing nephrotoxicity (OR 1.03 for each 1 mg/L increment in mean trough, 95% confidence interval [CI] 0.98‐1.09; P = 0.21). While there was a trend toward patients with nephrotoxicity having a maximum trough 15 mg/L, it was not significant in either bivariate (OR 2.18, 95% CI 0.85‐5.63; P = 0.11) or multivariate (OR 2.05, 95% CI 0.91‐4.61; P = 0.082) analysis. The duration of vancomycin therapy was also not significantly associated with nephrotoxicity, both when evaluated as a continuous variable and when prolonged courses (14 days) were compared to short courses (between 5 and 14 days) of therapy. Other multivariable models were constructed that included maximum trough 20 mg/L, mean trough 15 mg/L, mean trough 20 mg/L, and maximum and mean trough as continuous variables; in all of these models, the vancomycin exposure variable of interest was not significant enough to remain in the final model after backwards elimination. The only factor significantly associated with nephrotoxicity in either bivariate or multivariate analysis was receipt of intravenous contrast dye (OR 3.64, 95% CI 1.52‐8.68; P = 0.004 in multivariate analysis).

Association of Clinical Factors With Nephrotoxicity
Clinical FactorNT (n = 31)No NT (n = 317)Bivariate AnalysisMultivariate Analysis
Odds RatioP ValueOdds RatioP Value
  • Abbreviations: ACE, angiotensin‐converting enzyme; NSAID, non‐steroidal anti‐inflammatory drug; NT, nephrotoxicity; TMP‐SMX, trimethoprim‐sulfamethoxazole; SCr, serum creatinine.

  • Odds ratio per 1 mg/L increase in trough level.

  • Odds ratio per 1 additional day of vancomycin therapy.

Patient demographics      
Age (median)64 yr60 yr1.010.48  
Male sex31308N/A1.00  
Race:      
White172061.0 (reference)   
Black10871.390.43  
Other4242.020.24  
Vancomycin characteristics      
Mean trough (mg/L), mean per group:12.111.11.05*0.19  
Patients with mean trough <10 mg/L91401.0 (reference)   
Patients with mean trough 10‐15 mg/L151301.790.18  
Patients with mean trough 15 mg/L7472.320.11  
Highest trough (mg/L), mean per group14.913.31.03*0.21  
Patients with highest trough <10 mg/L71071.0 (reference)   
Patients with highest trough 10‐15 mg/L101121.360.54  
Patients with highest trough 15 mg/L14982.180.112.050.082
Days of vancomycin therapy (median)780.970.400.960.17
14 days of vancomycin therapy7711.010.98  
Clinical characteristics      
SCr >1 mg/L prior to vancomycin111360.730.43  
Diabetes101150.840.66  
Liver disease3400.740.64  
Malignancy5491.050.92  
Concomitant nephrotoxins (any):211741.730.17  
Aminoglycosides (any):7591.280.59  
Amikacin3380.790.70  
Gentamicin4212.090.21  
Furosemide (intravenous)10771.480.33  
ACE‐inhibitor (newly started)1290.330.290.310.27
NSAIDs (newly started)2350.560.44  
TMP‐SMX (intravenous)237.220.034  
Contrast dye (intravenous)10343.960.0014.010.001
Chemotherapy161.730.62  
Vasopressors (any):1190.520.53  
Dopamine0501.0  
Epinephrine0601.0  
Norepinephrine1130.780.81  
Phenylephrine0301.0  
Vasopressin0101.0  

Reversibility of Nephrotoxicity

Of the 31 patients with nephrotoxicity, 20 (64.5%) patients still met criteria for nephrotoxicity at the time of vancomycin discontinuation. Nephrotoxicity subsequently resolved in 10 of the 16 patients that were still nephrotoxic at the time of vancomycin discontinuation (4 patients did not have follow‐up creatinine checked within 72 hours of vancomycin discontinuation). Thus, overall reversibility of nephrotoxicity either prior to, or within, 72 hours of vancomycin discontinuation was 77.8% (21/27 patients). Of the 6 patients who remained persistently nephrotoxic at 72 hours, all had received concomitant nephrotoxins prior to the onset of nephrotoxicity, as compared to 15/21 (71.4%) patients whose nephrotoxicity resolved (P = 0.28 by Fisher's exact test). Only 1 persistently nephrotoxic patient required dialysis: a critically ill patient with multiorgan failure for whom care was withdrawn within 4 days of vancomycin discontinuation.

DISCUSSION

Over the past 5 years, many institutions have adopted higher dosing guidelines for vancomycin, based on pharmacokinetic concerns related to its performance in the treatment of invasive staphylococcal disease. The data on nephrotoxicity at these higher troughs are limited. Previous studies that address the relationship between higher vancomycin troughs and nephrotoxicity suffer from small sample size29, 33; do not address reversibility of nephrotoxicity9, 26, 2931, 33; may not account for the temporal relationship between the development of nephrotoxicity and high trough levels,9, 2831 or examine patient populations at relatively high27 or low30 risk for renal injury apart from receipt of vancomycin. A recent expert consensus statement identified these factors as limiting the strength of evidence for a direct causal relationship between elevated vancomycin troughs and nephrotoxicity.14 A recent review by Hazlewood et al. concluded that the incidence of nephrotoxicity remains low in patients without preexisting renal disease and those not receiving concomitant nephrotoxins.35 The aim of our study was to identify whether or not there was a correlation between high‐dose vancomycin and nephrotoxicity, while accounting for their temporal relationship, concomitant nephrotoxin use, and reversibility. In particular, we chose to focus on nephrotoxicity occurring after at least 5 days of vancomycin therapy in order to reduce confounding by other possible sources of renal injury that may have affected the decision to initially prescribe vancomycin, an approach advocated by a recent review.36 While we noted that mean and maximum vancomycin troughs were significantly higher in 2007 than 2005‐2006, incidence of nephrotoxicity was stable between the 2 time periods, with the higher rate of intravenous contrast dye in 2007 balanced in part by less aminoglycoside use. Overall, higher trough levels were not necessarily accompanied by a significant increase in nephrotoxicity, though there was a nonsignificant trend toward more nephrotoxic patients having maximum trough 15 mg/L.

The only clinical factor that was significantly associated with nephrotoxicity in multivariate analysis was receipt of intravenous contrast dye. Of the 44 patients who received intravenous contrast dye, 10 (22.7%) experienced nephrotoxicity. Interestingly, in animal studies, both intravenous contrast dye37, 38 and high‐dose vancomycin15, 16 have been demonstrated to promote free radical formation within renal tissue, which is hypothesized to cause tubular damage primarily through vascular endothelial dysfunction, vasoconstriction, and subsequent reperfusion injury. N‐acetylcysteine is frequently administered to patients about to receive intravenous contrast dye (although its benefit remains controversial37, 39); N‐acetylcysteine has also been shown in an animal model to attenuate vancomycin‐induced renal injury.40

Receipt of concomitant aminoglycosides was not significantly associated with nephrotoxicity, in contrast with previous studies. One meta‐analysis of 8 studies revealed found that the incidence of nephrotoxicity associated with combination vancomycin and aminoglycosides was 13.3% greater than with vancomycin alone (P < 0.01) and 4.3% greater than therapy with an aminoglycoside alone (P < 0.05)20; another analysis of safety data of the clinical trial comparing daptomycin to comparator therapy including initial low‐dose gentamicin therapy in the treatment of S. aureus bacteremia found renal adverse events in 10 of 53 (19%) patients receiving vancomycin and gentamicin, compared to 8 of 120 (7%) patients receiving daptomycin.41 While our findings that show no clear relationship between concomitant vancomycin and aminoglycoside use and nephrotoxicity may have been due to the relatively small number of patients in our study who received aminoglycosides, it is worth noting that more patients in our study received aminoglycosides than intravenous contrast dye (66 vs 44 patients). The 77.8% overall resolution of nephrotoxicity observed in our study is similar to that reported by Farber and Moellering in 198319 and to that reported more recently with high‐dose vancomycin by Jeffres et al. and Teng et al.27, 34

Although we attempted to account for as many confounders as possible, the retrospective nature of our study prevents us from making definitive statements regarding the role of vancomycin trough levels and nephrotoxicity. In particular, we are unable to comment on any potential role vancomycin may have on nephrotoxicity within 5 days of its start or on patients with a baseline serum creatinine >2. Other significant limitations include our small proportion of female patients, and that we were not able to calculate severity of illness or determine the presence of congestive heart failure. Also, we may be dosing vancomycin less aggressively than other centers, and thus may have reduced power in determining whether higher troughs, particularly those 20 mg/L, are associated with nephrotoxicity; identification of more patients with higher troughs and a larger overall sample size may have yielded different results. Even in the 2007 group, a significant number of patients with cellulitis, UTI, and uncomplicated bacteremia had target troughs of 8‐12 mg/L. However, taken together, our findings do not support a definite relationship between vancomycin troughs and development of nephrotoxicity, and that when it does occur, it is largely reversible. Further prospective research is needed to evaluate the effects of aggressive vancomycin dosing regimens on nephrotoxicity, particularly those regimens that include large loading doses. Trials of antioxidative agents in patients receiving aggressive dosing regimens of vancomycin who require radiology studies involving intravenous contrast dye may be indicated as well.

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References
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Journal of Hospital Medicine - 7(2)
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91-97
Legacy Keywords
contrast, nephrotoxicity, reversible, vancomycin
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Methicillin‐resistant Staphylococcus aureus (MRSA) is responsible for an increasing number of invasive infections and, in the United States, may now be responsible for more deaths than disease associated with human immunodeficiency virus (HIV).1, 2 Vancomycin remains the drug of choice for invasive MRSA disease; from 1984 to 1996, its use in the United States escalated 6‐fold.3 With increased use of vancomycin, MRSA strains with partial and full resistance to vancomycin have emerged. Since 1997, S. aureus with intermediate susceptibility to vancomycin (VISA) as well as heteroresistance to vancomycin (hVISA) have been described.46 Several centers have also noted a slow rise in minimum inhibitory concentration (MIC) among clinical MRSA isolates (MIC creep).7 Low vancomycin trough levels have been implicated in the emergence of hVISA, and several studies have demonstrated a higher rate of vancomycin treatment failure, longer duration of fever, and prolonged hospitalization with hVISA and strains with elevated MIC compared to vancomycin‐susceptible MRSA.812 Until recently, vancomycin was frequently dosed to target trough levels <10 mg/L. The above concerns, combined with pharmacodynamic data suggesting that maintaining a ratio of vancomycin area under the curve to minimum inhibitory concentration (AUC/MIC) 400 may be associated with improved clinical outcome,13 have prompted an expert consensus to recommend targeting higher vancomycin trough levels (typically 15‐20 mg/L) for invasive MRSA infections and general avoidance of trough levels <10 mg/L.14

The effect of higher trough levels on kidney function remains poorly understood, as does the mechanism of vancomycin‐induced renal injury itself, though animal studies demonstrate oxidative damage to renal tubules with high doses of vancomycin.15, 16 In previous studies, the incidence of vancomycin nephrotoxicity with lower troughs has been reported to range from 0% to 19% with vancomycin alone, increasing up to 35% with concomitant aminoglycoside therapy.1724 Limited studies have been done to assess the risk of nephrotoxicity at higher trough levels. Lodise and colleagues identified high‐dose vancomycin (>4 gm per day) as an independent risk factor for nephrotoxicity, when compared to administration of <4 gm of vancomycin per day or use of linezolid, and showed greater risk of nephrotoxicity with increasing vancomycin trough levels within the first 96 hours of vancomycin administration.25, 26 Hidayat et al. demonstrated, in a prospective cohort analysis, that patients with mean trough levels 15 mg/L had a significantly increased incidence of nephrotoxicity. In that study, patients who developed nephrotoxicity were more likely to receive other nephrotoxic agents, and troughs collected before or after nephrotoxicity onset were not distinguished.9 This is an important distinction, as vancomycin is frequently continued with dose adjustment even after nephrotoxicity occurs, with the nephrotoxicity resulting in subsequent higher troughs. Jeffres et al. demonstrated that maximum vancomycin trough 15 mg/L was associated with nephrotoxicity in patients with healthcare‐associated MRSA pneumonia; this study was retrospective and focused on a particularly ill patient population.27 Pritchard et al. also retrospectively reviewed 2493 courses of vancomycin at their institution, from 2003 to 2007, and found a significant relationship between vancomycin trough 14 mg/L and nephrotoxicity. The presence of comorbid disease states and concomitant nephrotoxins was determined in a subset of 130 courses in 2007; increasing vancomycin trough was associated with nephrotoxicity in multivariable analysis.28 However, it is not clear whether troughs collected before or after nephrotoxicity onset were distinguished in this study. At least 6 other retrospective studies involving small sample size or published in abstract form have widely different results in relating high vancomycin trough or aggressive vancomycin dosing strategies to nephrotoxicity.2934

The purpose of our study was to evaluate the association between development of nephrotoxicity and trough levels obtained during vancomycin therapy at a large veterans' hospital, while accounting for other potential nephrotoxins, and to evaluate the temporal association between elevated vancomycin troughs and nephrotoxicity. We chose to focus on nephrotoxicity that occurred on, or after, 5 days of vancomycin therapy in order to reduce other confounding factors of nephrotoxicity, since short durations of vancomycin frequently represent use in surgical prophylaxis or empirical therapy for hemodynamically unstable patients at high risk for renal injury.

Patients and Methods

Inclusion and Exclusion Criteria

We performed a retrospective cohort study of patients at the Veterans Affairs (VA) Greater Los Angeles Healthcare System during 2 time periods (May 1, 2005‐April 30, 2006 and Jan 1, 2007‐Dec 31, 2007) when hospital guidelines recommended different vancomycin dosing regimens based on indication. During the first time period, the recommended target trough level was 10 mg/L, regardless of indication. In May 2006, target troughs were changed according to the following institutional guidelines: 8‐12 mg/L for cellulitis, urinary tract infection (UTI), and uncomplicated bacteremia; 10‐15 mg/L for endocarditis, osteomyelitis, and visceral abscesses; and 15‐20 mg/L for bacterial meningitis and pneumonia. The vancomycin manufacturers (American Pharmaceutical Partners (Schaumburg, IL) and Baxter (Deerfield, IL)) were the same during both time periods. Patient data was collected from the VA Computerized Patient Records System (CPRS) by 2 trained reviewers (K.K.P. and T.P.). All inpatients who received 5 days of intravenous vancomycin therapy during these time periods were identified via electronic pharmacy records. We then excluded all patients with serum creatinine >2.0 mg/L prior to starting vancomycin, no serum creatinine collected before or during receipt of vancomycin, no trough levels drawn while on vancomycin (or for patients experiencing nephrotoxicity, no trough levels drawn prior to nephrotoxicity onset), nephrotoxicity occurring before day 5 of vancomycin therapy, and receipt of concomitant amphotericin B.

Data Collection and Study Definitions

In patients who received multiple courses of vancomycin during the specified time period, only the first course starting on, or after, May 1, 2005 and lasting 5 days was analyzed. Data collected for each patient included age, sex, race, and comorbidities (diabetes mellitus, liver dysfunction, and active malignancy). Diabetes mellitus was defined as 2 fasting blood glucose levels >125, or receipt of insulin or other hypoglycemic medications during vancomycin treatment. Patients were considered to have liver disease if they had a prior diagnosis of cirrhosis, hepatic encephalopathy, or hepatic insufficiency, or if 2 of the following criteria were met: total bilirubin >2 mg/L, aspartate aminotransferase (AST) or alanine aminotransferase (ALT) >2 the upper limit of normal, or serum albumin <3 g/dL. Receipt of 1 dose of potentially nephrotoxic agents, including aminoglycosides, intravenous furosemide, intravenous trimethoprim‐sulfamethoxazole, intravenous contrast dye, potentially nephrotoxic chemotherapy, and vasopressors, were recorded beginning 72 hours prior to vancomycin therapy until onset of nephrotoxicity, or, if nephrotoxicity did not occur, the final vancomycin dose. Angiotensin‐converting enzyme inhibitors (ACE‐I) and non‐steroidal anti‐inflammatory drugs (NSAIDs) or aspirin were considered potentially nephrotoxic if they were newly started within 72 hours of vancomycin.

For each patient, the serum creatinine was recorded upon admission, within 24 hours of starting vancomycin, during vancomycin treatment, and at 24 hours and 72 hours following the final vancomycin dose. Serum creatinine was typically measured daily. Per institutional protocol, vancomycin trough levels were drawn 30‐60 minutes prior to the fourth dose, and again in 5‐7 days or with any large change in renal function. Extrapolated troughs were calculated by a pharmacist if levels were drawn outside of the 60‐minute time period. The highest trough and duration of therapy was documented for each patient. The mean trough was equal to the arithmetic mean of all troughs obtained during vancomycin administration until 72 hours following the final dose.

Outcome Analysis

The primary end point was the development of nephrotoxicity, which was defined as an increase in serum creatinine by either 0.5 mg/dL or 50% for at least 2 consecutive days after receipt of vancomycin, up to 72 hours after the final dose, compared to the last creatinine measured prior to vancomycin initiation. Patients who had a documented isolated increase in serum creatinine that resolved upon recheck within 24 hours were not classified as experiencing nephrotoxicity. In patients who developed nephrotoxicity, mean troughs, maximum troughs, duration of vancomycin treatment, and receipt of concomitant nephrotoxins were ascertained using data collected only before nephrotoxicity onset. Bivariate and multivariate models were subsequently constructed in order to determine risk factors for nephrotoxicity, using either mean or maximum trough achieved prior to nephrotoxicity for each patient.

Statistical Methods

Comparisons between the 2005‐2006 and 2007 groups were made using Student t test for continuous variables, Wilcoxon rank‐sum test for ordinal variables, and Fisher's exact test for nominal variables. Association of clinical variables with nephrotoxicity was assessed using bivariate logistic regression with subsequent multivariable logistic regression. We initially decided to use maximum vancomycin trough 15 mg/L as the vancomycin exposure variable of interest to include in multivariable models, as we felt that (1) trough 15 mg/L is clinically relevant given current guidelines that recommend aiming for trough 15 mg/L for treatment of most invasive staphylococcal disease,31 and (2) prior studies identified a single trough 15 mg/L as a possible risk factor for nephrotoxicity.9, 27, 29, 31 However, we also generated other multivariable models that included either maximum vancomycin trough 20 mg/L, mean vancomycin trough 15 mg/L, or mean vancomycin trough 20 mg/L, and models in which maximum and mean vancomycin troughs were treated as continuous variables. All variables were initially included in multivariable models; nonsignificant variables were removed from the models in a backwards stepwise fashion until likelihood ratio testing determined that removal of any variable was associated with likelihood ratio test P value <0.20 in comparing the full to reduced model. All calculated P values are two‐sided. All calculations were performed with STATA, version 10 (StataCorp, College Station, TX). This study was approved via expedited review by the Institutional Review Board of the VA Greater Los Angeles Healthcare System.

Results

Comparison of 2005‐2006 Versus 2007 Cohorts

Of the 705 patients who were identified by pharmacy records to have received intravenous vancomycin, 348 patients remained after exclusion criteria were applied; the vast majority of patients were excluded because they received <5 days of vancomycin therapy. Of the 348 patients included in the study, 201 received vancomycin in 2005‐2006, and 147 received vancomycin in 2007 (Table 1). Mean vancomycin trough was significantly higher in 2007 than 2005‐2006 (average mean trough 13.2 mg/L 4.3 vs 9.7 mg/L 3.6; P < 0.0001), although median (8 vs 9 days) and mean (11.2 vs 12.2 days) duration of therapy was 1 day shorter in 2007 versus 2005‐2006. Age, sex, race, comorbidities, and indication for vancomycin use were similar between the 2 groups. The receipt of concomitant nephrotoxins was largely similar between the 2 time periods, with the primary exception being that a higher proportion of patients received intravenous contrast dye in 2007 (19%) than in 2005‐2006 (8.0%) (P = 0.003), and a lower proportion of patients received amikacin in 2007 (7.5%) than in 2005‐2006 (15%) (P = 0.043), though overall receipt of aminoglycosides was similar. Overall, nephrotoxicity was noted in 31 patients (8.9%), with similar incidence in 2005‐2006 (8.0%) and 2007 (10.2%) (P = 0.57). The median time to onset of nephrotoxicity was 7 days, with a median peak serum creatinine of 1.8 mg/dL.

Characteristics of Patients Treated With Vancomycin From May 2005 Through April 2006 and From January to December 2007
 2005‐2006 (n = 201)2007 (n = 147)P Value*Combined (n = 348)
  • Abbreviations: ACE, angiotensin‐converting enzyme; IV, intravenous; NSAID, non‐steroidal anti‐inflammatory drug.

  • Comparison of continuous variables done by Student t test, ordinal variables by Wilcoxon rank‐sum test, and nominal variables by Fisher's exact test.

  • Osteomyelitis, urinary tract infection, endocarditis, meningitis, otomastoiditis, empiric therapy.

Patient characteristics    
Age (median years)59610.1860
Male gender (no. of patients)198 (99%)141 (96%)0.18339 (97.4%)
Race (no. of patients):    
White128 (63.7%)95 (64.6%)0.91223 (64.1%)
Black57 (28.4%)40 (27.2%)0.9097 (27.9%)
Other race16 (8%)12 (8.2%)1.0028 (8%)
Comorbidities (no. of patients):    
Diabetes75 (37.3%)50 (34%)0.57125 (35.9%)
Liver disease29 (14.4%)14 (9.5%)0.1943 (12.4%)
Malignancy33 (16.4%)21 (14.3%)0.6554 (15.5%)
Concomitant nephrotoxins (no. of patients):    
Aminoglycosides (any):41 (20.4%)25 (17.0%)0.4966 (19.0%)
Gentamicin11 (5.5%)14 (9.5%)0.2125 (7.2%)
Amikacin30 (14.9%)11 (7.5%)0.04341 (11.8%)
IV Furosemide53 (26.4%)34 (23.1%)0.5387 (25.0%)
ACE‐inhibitor (newly started)20 (10%)10 (6.8%)0.3430 (8.6%)
NSAID (newly started)26 (12.9%)11 (7.5%)0.1237 (10.6%)
IV Trimethoprim‐sulfamethoxazole3 (1.5%)2 (1.4%)1.005 (1.4%)
Contrast dye16 (8%)28 (19.0%)0.00344 (12.6%)
Chemotherapy3 (1.5%)4 (2.7%)0.427 (2%)
Vasopressors (any):13 (6.5%)7 (4.8%)0.6420 (5.7%)
Dopamine4 (2%)1 (0.7%)0.405 (1.4%)
Epinephrine5 (2.5%)1 (0.7%)0.416 (1.7%)
Norepinephrine9 (4.5%)5 (3.4%)0.7814 (4.0%)
Phenylephrine2 (1.0%)1 (0.7%)1.003 (0.9%)
Vasopressin0 (0%)1 (0.7%)0.421 (0.3%)
Indication for vancomycin:    
Skin/soft tissue/bone infection112 (55.7%)77 (52.4%)0.59189 (54.3%)
Pneumonia26 (12.9%)26 (17.7%)0.2352 (14.9%)
Bacteremia26 (12.9%)14 (9.5%)0.4040 (11.5%)
Other37 (18.4%)30 (20.4%)0.6867 (19.3%)
Clinical outcomes    
Nephrotoxicity (no. of patients)16 (8%)15 (10.2%)0.5731 (8.9%)
Mean admission creatinine (mg/L)1.101.160.251.13
Mean vancomycin trough (mg/L)9.7113.2<0.000111.2
Mean highest vancomycin trough (mg/L)11.815.7<0.000113.5
Vancomycin duration (median days)980.0148

Determination of Clinical Factors for Nephrotoxicity

Results of bivariate and multivariate analysis of clinical factors potentially associated with nephrotoxicity are displayed in Table 2. Among the 31 patients experiencing nephrotoxicity, the mean maximum vancomycin trough prior to nephrotoxicity onset was 14.9 mg/L, compared to 13.3 mg/L among those not experiencing nephrotoxicity (OR 1.03 for each 1 mg/L increment in mean trough, 95% confidence interval [CI] 0.98‐1.09; P = 0.21). While there was a trend toward patients with nephrotoxicity having a maximum trough 15 mg/L, it was not significant in either bivariate (OR 2.18, 95% CI 0.85‐5.63; P = 0.11) or multivariate (OR 2.05, 95% CI 0.91‐4.61; P = 0.082) analysis. The duration of vancomycin therapy was also not significantly associated with nephrotoxicity, both when evaluated as a continuous variable and when prolonged courses (14 days) were compared to short courses (between 5 and 14 days) of therapy. Other multivariable models were constructed that included maximum trough 20 mg/L, mean trough 15 mg/L, mean trough 20 mg/L, and maximum and mean trough as continuous variables; in all of these models, the vancomycin exposure variable of interest was not significant enough to remain in the final model after backwards elimination. The only factor significantly associated with nephrotoxicity in either bivariate or multivariate analysis was receipt of intravenous contrast dye (OR 3.64, 95% CI 1.52‐8.68; P = 0.004 in multivariate analysis).

Association of Clinical Factors With Nephrotoxicity
Clinical FactorNT (n = 31)No NT (n = 317)Bivariate AnalysisMultivariate Analysis
Odds RatioP ValueOdds RatioP Value
  • Abbreviations: ACE, angiotensin‐converting enzyme; NSAID, non‐steroidal anti‐inflammatory drug; NT, nephrotoxicity; TMP‐SMX, trimethoprim‐sulfamethoxazole; SCr, serum creatinine.

  • Odds ratio per 1 mg/L increase in trough level.

  • Odds ratio per 1 additional day of vancomycin therapy.

Patient demographics      
Age (median)64 yr60 yr1.010.48  
Male sex31308N/A1.00  
Race:      
White172061.0 (reference)   
Black10871.390.43  
Other4242.020.24  
Vancomycin characteristics      
Mean trough (mg/L), mean per group:12.111.11.05*0.19  
Patients with mean trough <10 mg/L91401.0 (reference)   
Patients with mean trough 10‐15 mg/L151301.790.18  
Patients with mean trough 15 mg/L7472.320.11  
Highest trough (mg/L), mean per group14.913.31.03*0.21  
Patients with highest trough <10 mg/L71071.0 (reference)   
Patients with highest trough 10‐15 mg/L101121.360.54  
Patients with highest trough 15 mg/L14982.180.112.050.082
Days of vancomycin therapy (median)780.970.400.960.17
14 days of vancomycin therapy7711.010.98  
Clinical characteristics      
SCr >1 mg/L prior to vancomycin111360.730.43  
Diabetes101150.840.66  
Liver disease3400.740.64  
Malignancy5491.050.92  
Concomitant nephrotoxins (any):211741.730.17  
Aminoglycosides (any):7591.280.59  
Amikacin3380.790.70  
Gentamicin4212.090.21  
Furosemide (intravenous)10771.480.33  
ACE‐inhibitor (newly started)1290.330.290.310.27
NSAIDs (newly started)2350.560.44  
TMP‐SMX (intravenous)237.220.034  
Contrast dye (intravenous)10343.960.0014.010.001
Chemotherapy161.730.62  
Vasopressors (any):1190.520.53  
Dopamine0501.0  
Epinephrine0601.0  
Norepinephrine1130.780.81  
Phenylephrine0301.0  
Vasopressin0101.0  

Reversibility of Nephrotoxicity

Of the 31 patients with nephrotoxicity, 20 (64.5%) patients still met criteria for nephrotoxicity at the time of vancomycin discontinuation. Nephrotoxicity subsequently resolved in 10 of the 16 patients that were still nephrotoxic at the time of vancomycin discontinuation (4 patients did not have follow‐up creatinine checked within 72 hours of vancomycin discontinuation). Thus, overall reversibility of nephrotoxicity either prior to, or within, 72 hours of vancomycin discontinuation was 77.8% (21/27 patients). Of the 6 patients who remained persistently nephrotoxic at 72 hours, all had received concomitant nephrotoxins prior to the onset of nephrotoxicity, as compared to 15/21 (71.4%) patients whose nephrotoxicity resolved (P = 0.28 by Fisher's exact test). Only 1 persistently nephrotoxic patient required dialysis: a critically ill patient with multiorgan failure for whom care was withdrawn within 4 days of vancomycin discontinuation.

DISCUSSION

Over the past 5 years, many institutions have adopted higher dosing guidelines for vancomycin, based on pharmacokinetic concerns related to its performance in the treatment of invasive staphylococcal disease. The data on nephrotoxicity at these higher troughs are limited. Previous studies that address the relationship between higher vancomycin troughs and nephrotoxicity suffer from small sample size29, 33; do not address reversibility of nephrotoxicity9, 26, 2931, 33; may not account for the temporal relationship between the development of nephrotoxicity and high trough levels,9, 2831 or examine patient populations at relatively high27 or low30 risk for renal injury apart from receipt of vancomycin. A recent expert consensus statement identified these factors as limiting the strength of evidence for a direct causal relationship between elevated vancomycin troughs and nephrotoxicity.14 A recent review by Hazlewood et al. concluded that the incidence of nephrotoxicity remains low in patients without preexisting renal disease and those not receiving concomitant nephrotoxins.35 The aim of our study was to identify whether or not there was a correlation between high‐dose vancomycin and nephrotoxicity, while accounting for their temporal relationship, concomitant nephrotoxin use, and reversibility. In particular, we chose to focus on nephrotoxicity occurring after at least 5 days of vancomycin therapy in order to reduce confounding by other possible sources of renal injury that may have affected the decision to initially prescribe vancomycin, an approach advocated by a recent review.36 While we noted that mean and maximum vancomycin troughs were significantly higher in 2007 than 2005‐2006, incidence of nephrotoxicity was stable between the 2 time periods, with the higher rate of intravenous contrast dye in 2007 balanced in part by less aminoglycoside use. Overall, higher trough levels were not necessarily accompanied by a significant increase in nephrotoxicity, though there was a nonsignificant trend toward more nephrotoxic patients having maximum trough 15 mg/L.

The only clinical factor that was significantly associated with nephrotoxicity in multivariate analysis was receipt of intravenous contrast dye. Of the 44 patients who received intravenous contrast dye, 10 (22.7%) experienced nephrotoxicity. Interestingly, in animal studies, both intravenous contrast dye37, 38 and high‐dose vancomycin15, 16 have been demonstrated to promote free radical formation within renal tissue, which is hypothesized to cause tubular damage primarily through vascular endothelial dysfunction, vasoconstriction, and subsequent reperfusion injury. N‐acetylcysteine is frequently administered to patients about to receive intravenous contrast dye (although its benefit remains controversial37, 39); N‐acetylcysteine has also been shown in an animal model to attenuate vancomycin‐induced renal injury.40

Receipt of concomitant aminoglycosides was not significantly associated with nephrotoxicity, in contrast with previous studies. One meta‐analysis of 8 studies revealed found that the incidence of nephrotoxicity associated with combination vancomycin and aminoglycosides was 13.3% greater than with vancomycin alone (P < 0.01) and 4.3% greater than therapy with an aminoglycoside alone (P < 0.05)20; another analysis of safety data of the clinical trial comparing daptomycin to comparator therapy including initial low‐dose gentamicin therapy in the treatment of S. aureus bacteremia found renal adverse events in 10 of 53 (19%) patients receiving vancomycin and gentamicin, compared to 8 of 120 (7%) patients receiving daptomycin.41 While our findings that show no clear relationship between concomitant vancomycin and aminoglycoside use and nephrotoxicity may have been due to the relatively small number of patients in our study who received aminoglycosides, it is worth noting that more patients in our study received aminoglycosides than intravenous contrast dye (66 vs 44 patients). The 77.8% overall resolution of nephrotoxicity observed in our study is similar to that reported by Farber and Moellering in 198319 and to that reported more recently with high‐dose vancomycin by Jeffres et al. and Teng et al.27, 34

Although we attempted to account for as many confounders as possible, the retrospective nature of our study prevents us from making definitive statements regarding the role of vancomycin trough levels and nephrotoxicity. In particular, we are unable to comment on any potential role vancomycin may have on nephrotoxicity within 5 days of its start or on patients with a baseline serum creatinine >2. Other significant limitations include our small proportion of female patients, and that we were not able to calculate severity of illness or determine the presence of congestive heart failure. Also, we may be dosing vancomycin less aggressively than other centers, and thus may have reduced power in determining whether higher troughs, particularly those 20 mg/L, are associated with nephrotoxicity; identification of more patients with higher troughs and a larger overall sample size may have yielded different results. Even in the 2007 group, a significant number of patients with cellulitis, UTI, and uncomplicated bacteremia had target troughs of 8‐12 mg/L. However, taken together, our findings do not support a definite relationship between vancomycin troughs and development of nephrotoxicity, and that when it does occur, it is largely reversible. Further prospective research is needed to evaluate the effects of aggressive vancomycin dosing regimens on nephrotoxicity, particularly those regimens that include large loading doses. Trials of antioxidative agents in patients receiving aggressive dosing regimens of vancomycin who require radiology studies involving intravenous contrast dye may be indicated as well.

Methicillin‐resistant Staphylococcus aureus (MRSA) is responsible for an increasing number of invasive infections and, in the United States, may now be responsible for more deaths than disease associated with human immunodeficiency virus (HIV).1, 2 Vancomycin remains the drug of choice for invasive MRSA disease; from 1984 to 1996, its use in the United States escalated 6‐fold.3 With increased use of vancomycin, MRSA strains with partial and full resistance to vancomycin have emerged. Since 1997, S. aureus with intermediate susceptibility to vancomycin (VISA) as well as heteroresistance to vancomycin (hVISA) have been described.46 Several centers have also noted a slow rise in minimum inhibitory concentration (MIC) among clinical MRSA isolates (MIC creep).7 Low vancomycin trough levels have been implicated in the emergence of hVISA, and several studies have demonstrated a higher rate of vancomycin treatment failure, longer duration of fever, and prolonged hospitalization with hVISA and strains with elevated MIC compared to vancomycin‐susceptible MRSA.812 Until recently, vancomycin was frequently dosed to target trough levels <10 mg/L. The above concerns, combined with pharmacodynamic data suggesting that maintaining a ratio of vancomycin area under the curve to minimum inhibitory concentration (AUC/MIC) 400 may be associated with improved clinical outcome,13 have prompted an expert consensus to recommend targeting higher vancomycin trough levels (typically 15‐20 mg/L) for invasive MRSA infections and general avoidance of trough levels <10 mg/L.14

The effect of higher trough levels on kidney function remains poorly understood, as does the mechanism of vancomycin‐induced renal injury itself, though animal studies demonstrate oxidative damage to renal tubules with high doses of vancomycin.15, 16 In previous studies, the incidence of vancomycin nephrotoxicity with lower troughs has been reported to range from 0% to 19% with vancomycin alone, increasing up to 35% with concomitant aminoglycoside therapy.1724 Limited studies have been done to assess the risk of nephrotoxicity at higher trough levels. Lodise and colleagues identified high‐dose vancomycin (>4 gm per day) as an independent risk factor for nephrotoxicity, when compared to administration of <4 gm of vancomycin per day or use of linezolid, and showed greater risk of nephrotoxicity with increasing vancomycin trough levels within the first 96 hours of vancomycin administration.25, 26 Hidayat et al. demonstrated, in a prospective cohort analysis, that patients with mean trough levels 15 mg/L had a significantly increased incidence of nephrotoxicity. In that study, patients who developed nephrotoxicity were more likely to receive other nephrotoxic agents, and troughs collected before or after nephrotoxicity onset were not distinguished.9 This is an important distinction, as vancomycin is frequently continued with dose adjustment even after nephrotoxicity occurs, with the nephrotoxicity resulting in subsequent higher troughs. Jeffres et al. demonstrated that maximum vancomycin trough 15 mg/L was associated with nephrotoxicity in patients with healthcare‐associated MRSA pneumonia; this study was retrospective and focused on a particularly ill patient population.27 Pritchard et al. also retrospectively reviewed 2493 courses of vancomycin at their institution, from 2003 to 2007, and found a significant relationship between vancomycin trough 14 mg/L and nephrotoxicity. The presence of comorbid disease states and concomitant nephrotoxins was determined in a subset of 130 courses in 2007; increasing vancomycin trough was associated with nephrotoxicity in multivariable analysis.28 However, it is not clear whether troughs collected before or after nephrotoxicity onset were distinguished in this study. At least 6 other retrospective studies involving small sample size or published in abstract form have widely different results in relating high vancomycin trough or aggressive vancomycin dosing strategies to nephrotoxicity.2934

The purpose of our study was to evaluate the association between development of nephrotoxicity and trough levels obtained during vancomycin therapy at a large veterans' hospital, while accounting for other potential nephrotoxins, and to evaluate the temporal association between elevated vancomycin troughs and nephrotoxicity. We chose to focus on nephrotoxicity that occurred on, or after, 5 days of vancomycin therapy in order to reduce other confounding factors of nephrotoxicity, since short durations of vancomycin frequently represent use in surgical prophylaxis or empirical therapy for hemodynamically unstable patients at high risk for renal injury.

Patients and Methods

Inclusion and Exclusion Criteria

We performed a retrospective cohort study of patients at the Veterans Affairs (VA) Greater Los Angeles Healthcare System during 2 time periods (May 1, 2005‐April 30, 2006 and Jan 1, 2007‐Dec 31, 2007) when hospital guidelines recommended different vancomycin dosing regimens based on indication. During the first time period, the recommended target trough level was 10 mg/L, regardless of indication. In May 2006, target troughs were changed according to the following institutional guidelines: 8‐12 mg/L for cellulitis, urinary tract infection (UTI), and uncomplicated bacteremia; 10‐15 mg/L for endocarditis, osteomyelitis, and visceral abscesses; and 15‐20 mg/L for bacterial meningitis and pneumonia. The vancomycin manufacturers (American Pharmaceutical Partners (Schaumburg, IL) and Baxter (Deerfield, IL)) were the same during both time periods. Patient data was collected from the VA Computerized Patient Records System (CPRS) by 2 trained reviewers (K.K.P. and T.P.). All inpatients who received 5 days of intravenous vancomycin therapy during these time periods were identified via electronic pharmacy records. We then excluded all patients with serum creatinine >2.0 mg/L prior to starting vancomycin, no serum creatinine collected before or during receipt of vancomycin, no trough levels drawn while on vancomycin (or for patients experiencing nephrotoxicity, no trough levels drawn prior to nephrotoxicity onset), nephrotoxicity occurring before day 5 of vancomycin therapy, and receipt of concomitant amphotericin B.

Data Collection and Study Definitions

In patients who received multiple courses of vancomycin during the specified time period, only the first course starting on, or after, May 1, 2005 and lasting 5 days was analyzed. Data collected for each patient included age, sex, race, and comorbidities (diabetes mellitus, liver dysfunction, and active malignancy). Diabetes mellitus was defined as 2 fasting blood glucose levels >125, or receipt of insulin or other hypoglycemic medications during vancomycin treatment. Patients were considered to have liver disease if they had a prior diagnosis of cirrhosis, hepatic encephalopathy, or hepatic insufficiency, or if 2 of the following criteria were met: total bilirubin >2 mg/L, aspartate aminotransferase (AST) or alanine aminotransferase (ALT) >2 the upper limit of normal, or serum albumin <3 g/dL. Receipt of 1 dose of potentially nephrotoxic agents, including aminoglycosides, intravenous furosemide, intravenous trimethoprim‐sulfamethoxazole, intravenous contrast dye, potentially nephrotoxic chemotherapy, and vasopressors, were recorded beginning 72 hours prior to vancomycin therapy until onset of nephrotoxicity, or, if nephrotoxicity did not occur, the final vancomycin dose. Angiotensin‐converting enzyme inhibitors (ACE‐I) and non‐steroidal anti‐inflammatory drugs (NSAIDs) or aspirin were considered potentially nephrotoxic if they were newly started within 72 hours of vancomycin.

For each patient, the serum creatinine was recorded upon admission, within 24 hours of starting vancomycin, during vancomycin treatment, and at 24 hours and 72 hours following the final vancomycin dose. Serum creatinine was typically measured daily. Per institutional protocol, vancomycin trough levels were drawn 30‐60 minutes prior to the fourth dose, and again in 5‐7 days or with any large change in renal function. Extrapolated troughs were calculated by a pharmacist if levels were drawn outside of the 60‐minute time period. The highest trough and duration of therapy was documented for each patient. The mean trough was equal to the arithmetic mean of all troughs obtained during vancomycin administration until 72 hours following the final dose.

Outcome Analysis

The primary end point was the development of nephrotoxicity, which was defined as an increase in serum creatinine by either 0.5 mg/dL or 50% for at least 2 consecutive days after receipt of vancomycin, up to 72 hours after the final dose, compared to the last creatinine measured prior to vancomycin initiation. Patients who had a documented isolated increase in serum creatinine that resolved upon recheck within 24 hours were not classified as experiencing nephrotoxicity. In patients who developed nephrotoxicity, mean troughs, maximum troughs, duration of vancomycin treatment, and receipt of concomitant nephrotoxins were ascertained using data collected only before nephrotoxicity onset. Bivariate and multivariate models were subsequently constructed in order to determine risk factors for nephrotoxicity, using either mean or maximum trough achieved prior to nephrotoxicity for each patient.

Statistical Methods

Comparisons between the 2005‐2006 and 2007 groups were made using Student t test for continuous variables, Wilcoxon rank‐sum test for ordinal variables, and Fisher's exact test for nominal variables. Association of clinical variables with nephrotoxicity was assessed using bivariate logistic regression with subsequent multivariable logistic regression. We initially decided to use maximum vancomycin trough 15 mg/L as the vancomycin exposure variable of interest to include in multivariable models, as we felt that (1) trough 15 mg/L is clinically relevant given current guidelines that recommend aiming for trough 15 mg/L for treatment of most invasive staphylococcal disease,31 and (2) prior studies identified a single trough 15 mg/L as a possible risk factor for nephrotoxicity.9, 27, 29, 31 However, we also generated other multivariable models that included either maximum vancomycin trough 20 mg/L, mean vancomycin trough 15 mg/L, or mean vancomycin trough 20 mg/L, and models in which maximum and mean vancomycin troughs were treated as continuous variables. All variables were initially included in multivariable models; nonsignificant variables were removed from the models in a backwards stepwise fashion until likelihood ratio testing determined that removal of any variable was associated with likelihood ratio test P value <0.20 in comparing the full to reduced model. All calculated P values are two‐sided. All calculations were performed with STATA, version 10 (StataCorp, College Station, TX). This study was approved via expedited review by the Institutional Review Board of the VA Greater Los Angeles Healthcare System.

Results

Comparison of 2005‐2006 Versus 2007 Cohorts

Of the 705 patients who were identified by pharmacy records to have received intravenous vancomycin, 348 patients remained after exclusion criteria were applied; the vast majority of patients were excluded because they received <5 days of vancomycin therapy. Of the 348 patients included in the study, 201 received vancomycin in 2005‐2006, and 147 received vancomycin in 2007 (Table 1). Mean vancomycin trough was significantly higher in 2007 than 2005‐2006 (average mean trough 13.2 mg/L 4.3 vs 9.7 mg/L 3.6; P < 0.0001), although median (8 vs 9 days) and mean (11.2 vs 12.2 days) duration of therapy was 1 day shorter in 2007 versus 2005‐2006. Age, sex, race, comorbidities, and indication for vancomycin use were similar between the 2 groups. The receipt of concomitant nephrotoxins was largely similar between the 2 time periods, with the primary exception being that a higher proportion of patients received intravenous contrast dye in 2007 (19%) than in 2005‐2006 (8.0%) (P = 0.003), and a lower proportion of patients received amikacin in 2007 (7.5%) than in 2005‐2006 (15%) (P = 0.043), though overall receipt of aminoglycosides was similar. Overall, nephrotoxicity was noted in 31 patients (8.9%), with similar incidence in 2005‐2006 (8.0%) and 2007 (10.2%) (P = 0.57). The median time to onset of nephrotoxicity was 7 days, with a median peak serum creatinine of 1.8 mg/dL.

Characteristics of Patients Treated With Vancomycin From May 2005 Through April 2006 and From January to December 2007
 2005‐2006 (n = 201)2007 (n = 147)P Value*Combined (n = 348)
  • Abbreviations: ACE, angiotensin‐converting enzyme; IV, intravenous; NSAID, non‐steroidal anti‐inflammatory drug.

  • Comparison of continuous variables done by Student t test, ordinal variables by Wilcoxon rank‐sum test, and nominal variables by Fisher's exact test.

  • Osteomyelitis, urinary tract infection, endocarditis, meningitis, otomastoiditis, empiric therapy.

Patient characteristics    
Age (median years)59610.1860
Male gender (no. of patients)198 (99%)141 (96%)0.18339 (97.4%)
Race (no. of patients):    
White128 (63.7%)95 (64.6%)0.91223 (64.1%)
Black57 (28.4%)40 (27.2%)0.9097 (27.9%)
Other race16 (8%)12 (8.2%)1.0028 (8%)
Comorbidities (no. of patients):    
Diabetes75 (37.3%)50 (34%)0.57125 (35.9%)
Liver disease29 (14.4%)14 (9.5%)0.1943 (12.4%)
Malignancy33 (16.4%)21 (14.3%)0.6554 (15.5%)
Concomitant nephrotoxins (no. of patients):    
Aminoglycosides (any):41 (20.4%)25 (17.0%)0.4966 (19.0%)
Gentamicin11 (5.5%)14 (9.5%)0.2125 (7.2%)
Amikacin30 (14.9%)11 (7.5%)0.04341 (11.8%)
IV Furosemide53 (26.4%)34 (23.1%)0.5387 (25.0%)
ACE‐inhibitor (newly started)20 (10%)10 (6.8%)0.3430 (8.6%)
NSAID (newly started)26 (12.9%)11 (7.5%)0.1237 (10.6%)
IV Trimethoprim‐sulfamethoxazole3 (1.5%)2 (1.4%)1.005 (1.4%)
Contrast dye16 (8%)28 (19.0%)0.00344 (12.6%)
Chemotherapy3 (1.5%)4 (2.7%)0.427 (2%)
Vasopressors (any):13 (6.5%)7 (4.8%)0.6420 (5.7%)
Dopamine4 (2%)1 (0.7%)0.405 (1.4%)
Epinephrine5 (2.5%)1 (0.7%)0.416 (1.7%)
Norepinephrine9 (4.5%)5 (3.4%)0.7814 (4.0%)
Phenylephrine2 (1.0%)1 (0.7%)1.003 (0.9%)
Vasopressin0 (0%)1 (0.7%)0.421 (0.3%)
Indication for vancomycin:    
Skin/soft tissue/bone infection112 (55.7%)77 (52.4%)0.59189 (54.3%)
Pneumonia26 (12.9%)26 (17.7%)0.2352 (14.9%)
Bacteremia26 (12.9%)14 (9.5%)0.4040 (11.5%)
Other37 (18.4%)30 (20.4%)0.6867 (19.3%)
Clinical outcomes    
Nephrotoxicity (no. of patients)16 (8%)15 (10.2%)0.5731 (8.9%)
Mean admission creatinine (mg/L)1.101.160.251.13
Mean vancomycin trough (mg/L)9.7113.2<0.000111.2
Mean highest vancomycin trough (mg/L)11.815.7<0.000113.5
Vancomycin duration (median days)980.0148

Determination of Clinical Factors for Nephrotoxicity

Results of bivariate and multivariate analysis of clinical factors potentially associated with nephrotoxicity are displayed in Table 2. Among the 31 patients experiencing nephrotoxicity, the mean maximum vancomycin trough prior to nephrotoxicity onset was 14.9 mg/L, compared to 13.3 mg/L among those not experiencing nephrotoxicity (OR 1.03 for each 1 mg/L increment in mean trough, 95% confidence interval [CI] 0.98‐1.09; P = 0.21). While there was a trend toward patients with nephrotoxicity having a maximum trough 15 mg/L, it was not significant in either bivariate (OR 2.18, 95% CI 0.85‐5.63; P = 0.11) or multivariate (OR 2.05, 95% CI 0.91‐4.61; P = 0.082) analysis. The duration of vancomycin therapy was also not significantly associated with nephrotoxicity, both when evaluated as a continuous variable and when prolonged courses (14 days) were compared to short courses (between 5 and 14 days) of therapy. Other multivariable models were constructed that included maximum trough 20 mg/L, mean trough 15 mg/L, mean trough 20 mg/L, and maximum and mean trough as continuous variables; in all of these models, the vancomycin exposure variable of interest was not significant enough to remain in the final model after backwards elimination. The only factor significantly associated with nephrotoxicity in either bivariate or multivariate analysis was receipt of intravenous contrast dye (OR 3.64, 95% CI 1.52‐8.68; P = 0.004 in multivariate analysis).

Association of Clinical Factors With Nephrotoxicity
Clinical FactorNT (n = 31)No NT (n = 317)Bivariate AnalysisMultivariate Analysis
Odds RatioP ValueOdds RatioP Value
  • Abbreviations: ACE, angiotensin‐converting enzyme; NSAID, non‐steroidal anti‐inflammatory drug; NT, nephrotoxicity; TMP‐SMX, trimethoprim‐sulfamethoxazole; SCr, serum creatinine.

  • Odds ratio per 1 mg/L increase in trough level.

  • Odds ratio per 1 additional day of vancomycin therapy.

Patient demographics      
Age (median)64 yr60 yr1.010.48  
Male sex31308N/A1.00  
Race:      
White172061.0 (reference)   
Black10871.390.43  
Other4242.020.24  
Vancomycin characteristics      
Mean trough (mg/L), mean per group:12.111.11.05*0.19  
Patients with mean trough <10 mg/L91401.0 (reference)   
Patients with mean trough 10‐15 mg/L151301.790.18  
Patients with mean trough 15 mg/L7472.320.11  
Highest trough (mg/L), mean per group14.913.31.03*0.21  
Patients with highest trough <10 mg/L71071.0 (reference)   
Patients with highest trough 10‐15 mg/L101121.360.54  
Patients with highest trough 15 mg/L14982.180.112.050.082
Days of vancomycin therapy (median)780.970.400.960.17
14 days of vancomycin therapy7711.010.98  
Clinical characteristics      
SCr >1 mg/L prior to vancomycin111360.730.43  
Diabetes101150.840.66  
Liver disease3400.740.64  
Malignancy5491.050.92  
Concomitant nephrotoxins (any):211741.730.17  
Aminoglycosides (any):7591.280.59  
Amikacin3380.790.70  
Gentamicin4212.090.21  
Furosemide (intravenous)10771.480.33  
ACE‐inhibitor (newly started)1290.330.290.310.27
NSAIDs (newly started)2350.560.44  
TMP‐SMX (intravenous)237.220.034  
Contrast dye (intravenous)10343.960.0014.010.001
Chemotherapy161.730.62  
Vasopressors (any):1190.520.53  
Dopamine0501.0  
Epinephrine0601.0  
Norepinephrine1130.780.81  
Phenylephrine0301.0  
Vasopressin0101.0  

Reversibility of Nephrotoxicity

Of the 31 patients with nephrotoxicity, 20 (64.5%) patients still met criteria for nephrotoxicity at the time of vancomycin discontinuation. Nephrotoxicity subsequently resolved in 10 of the 16 patients that were still nephrotoxic at the time of vancomycin discontinuation (4 patients did not have follow‐up creatinine checked within 72 hours of vancomycin discontinuation). Thus, overall reversibility of nephrotoxicity either prior to, or within, 72 hours of vancomycin discontinuation was 77.8% (21/27 patients). Of the 6 patients who remained persistently nephrotoxic at 72 hours, all had received concomitant nephrotoxins prior to the onset of nephrotoxicity, as compared to 15/21 (71.4%) patients whose nephrotoxicity resolved (P = 0.28 by Fisher's exact test). Only 1 persistently nephrotoxic patient required dialysis: a critically ill patient with multiorgan failure for whom care was withdrawn within 4 days of vancomycin discontinuation.

DISCUSSION

Over the past 5 years, many institutions have adopted higher dosing guidelines for vancomycin, based on pharmacokinetic concerns related to its performance in the treatment of invasive staphylococcal disease. The data on nephrotoxicity at these higher troughs are limited. Previous studies that address the relationship between higher vancomycin troughs and nephrotoxicity suffer from small sample size29, 33; do not address reversibility of nephrotoxicity9, 26, 2931, 33; may not account for the temporal relationship between the development of nephrotoxicity and high trough levels,9, 2831 or examine patient populations at relatively high27 or low30 risk for renal injury apart from receipt of vancomycin. A recent expert consensus statement identified these factors as limiting the strength of evidence for a direct causal relationship between elevated vancomycin troughs and nephrotoxicity.14 A recent review by Hazlewood et al. concluded that the incidence of nephrotoxicity remains low in patients without preexisting renal disease and those not receiving concomitant nephrotoxins.35 The aim of our study was to identify whether or not there was a correlation between high‐dose vancomycin and nephrotoxicity, while accounting for their temporal relationship, concomitant nephrotoxin use, and reversibility. In particular, we chose to focus on nephrotoxicity occurring after at least 5 days of vancomycin therapy in order to reduce confounding by other possible sources of renal injury that may have affected the decision to initially prescribe vancomycin, an approach advocated by a recent review.36 While we noted that mean and maximum vancomycin troughs were significantly higher in 2007 than 2005‐2006, incidence of nephrotoxicity was stable between the 2 time periods, with the higher rate of intravenous contrast dye in 2007 balanced in part by less aminoglycoside use. Overall, higher trough levels were not necessarily accompanied by a significant increase in nephrotoxicity, though there was a nonsignificant trend toward more nephrotoxic patients having maximum trough 15 mg/L.

The only clinical factor that was significantly associated with nephrotoxicity in multivariate analysis was receipt of intravenous contrast dye. Of the 44 patients who received intravenous contrast dye, 10 (22.7%) experienced nephrotoxicity. Interestingly, in animal studies, both intravenous contrast dye37, 38 and high‐dose vancomycin15, 16 have been demonstrated to promote free radical formation within renal tissue, which is hypothesized to cause tubular damage primarily through vascular endothelial dysfunction, vasoconstriction, and subsequent reperfusion injury. N‐acetylcysteine is frequently administered to patients about to receive intravenous contrast dye (although its benefit remains controversial37, 39); N‐acetylcysteine has also been shown in an animal model to attenuate vancomycin‐induced renal injury.40

Receipt of concomitant aminoglycosides was not significantly associated with nephrotoxicity, in contrast with previous studies. One meta‐analysis of 8 studies revealed found that the incidence of nephrotoxicity associated with combination vancomycin and aminoglycosides was 13.3% greater than with vancomycin alone (P < 0.01) and 4.3% greater than therapy with an aminoglycoside alone (P < 0.05)20; another analysis of safety data of the clinical trial comparing daptomycin to comparator therapy including initial low‐dose gentamicin therapy in the treatment of S. aureus bacteremia found renal adverse events in 10 of 53 (19%) patients receiving vancomycin and gentamicin, compared to 8 of 120 (7%) patients receiving daptomycin.41 While our findings that show no clear relationship between concomitant vancomycin and aminoglycoside use and nephrotoxicity may have been due to the relatively small number of patients in our study who received aminoglycosides, it is worth noting that more patients in our study received aminoglycosides than intravenous contrast dye (66 vs 44 patients). The 77.8% overall resolution of nephrotoxicity observed in our study is similar to that reported by Farber and Moellering in 198319 and to that reported more recently with high‐dose vancomycin by Jeffres et al. and Teng et al.27, 34

Although we attempted to account for as many confounders as possible, the retrospective nature of our study prevents us from making definitive statements regarding the role of vancomycin trough levels and nephrotoxicity. In particular, we are unable to comment on any potential role vancomycin may have on nephrotoxicity within 5 days of its start or on patients with a baseline serum creatinine >2. Other significant limitations include our small proportion of female patients, and that we were not able to calculate severity of illness or determine the presence of congestive heart failure. Also, we may be dosing vancomycin less aggressively than other centers, and thus may have reduced power in determining whether higher troughs, particularly those 20 mg/L, are associated with nephrotoxicity; identification of more patients with higher troughs and a larger overall sample size may have yielded different results. Even in the 2007 group, a significant number of patients with cellulitis, UTI, and uncomplicated bacteremia had target troughs of 8‐12 mg/L. However, taken together, our findings do not support a definite relationship between vancomycin troughs and development of nephrotoxicity, and that when it does occur, it is largely reversible. Further prospective research is needed to evaluate the effects of aggressive vancomycin dosing regimens on nephrotoxicity, particularly those regimens that include large loading doses. Trials of antioxidative agents in patients receiving aggressive dosing regimens of vancomycin who require radiology studies involving intravenous contrast dye may be indicated as well.

References
  1. Bancroft EA.Antimicrobial resistance: it's not just for hospitals.JAMA.2007;298:18031804.
  2. Klevens RM,Morrison MA,Nadle J, et al.Invasive methicillin‐resistant Staphylococcus aureus infections in the United States.JAMA.2007;298:17631771.
  3. Kirst HA,Thompson DG,Nicas TI.Historical yearly usage of vancomycin.Antimicrob Agents Chemother.1998;42:13031304.
  4. Hiramatsu K,Aritaka N,Hanaki H, et al.Dissemination in Japanese hospitals of strains of Staphylococcus aureus heterogeneously resistant to vancomycin.Lancet.1997;350:16701673.
  5. Hiramatsu K,Hanaki H,Ino T,Yabuta K,Oguri T,Tenover FC.Methicillin‐resistant Staphylococcus aureus clinical strain with reduced vancomycin susceptibility.J Antimicrob Chemother.1997;40:135136.
  6. Liu C,Chambers HF.Staphylococcus aureus with heterogeneous resistance to vancomycin: epidemiology, clinical significance, and critical assessment of diagnostic methods.Antimicrob Agents Chemother.2003;47:30403045.
  7. Steinkraus G,White R,Friedrich L.Vancomycin MIC creep in non‐vancomycin‐intermediate Staphylococcus aureus (VISA), vancomycin‐susceptible clinical methicillin‐resistant S. aureus (MRSA) blood isolates from 2001–05.J Antimicrob Chemother.2007;60:788794.
  8. Charles PG,Ward PB,Johnson PD,Howden BP,Grayson ML.Clinical features associated with bacteremia due to heterogeneous vancomycin‐ intermediate Staphylococcus aureus.Clin Infect Dis.2004;38:448451.
  9. Hidayat LK,Hsu DI,Quist R,Shriner KA,Wong‐Beringer A.High‐dose vancomycin therapy for methicillin‐resistant Staphylococcus aureus infections: efficacy and toxicity.Arch Intern Med.2006;166:21382144.
  10. Moise‐Broder PA,Sakoulas G,Eliopoulos GM,Schentag JJ,Forrest A,Moellering RC.Accessory gene regulator group II polymorphism in methicillin‐resistant Staphylococcus aureus is predictive of failure of vancomycin therapy.Clin Infect Dis.2004;38:17001705.
  11. Sakoulas G,Moise‐Broder PA,Schentag J,Forrest A,Moellering RC,Eliopoulos GM.Relationship of MIC and bactericidal activity to efficacy of vancomycin for treatment of methicillin‐resistant Staphylococcus aureus bacteremia.J Clin Microbiol.2004;42:23982402.
  12. Tenover FC,Moellering RC.The rationale for revising the Clinical and Laboratory Standards Institute vancomycin minimal inhibitory concentration interpretive criteria for Staphylococcus aureus.Clin Infect Dis.2007;44:12081215.
  13. Moise‐Broder PA,Forrest A,Birmingham MC,Schentag JJ.Pharmacodynamics of vancomycin and other antimicrobials in patients with Staphylococcus aureus lower respiratory tract infections.Clin Pharmacokinet.2004;43:925942.
  14. Rybak M,Lomaestro B,Rotschafer JC, et al.Therapeutic monitoring of vancomycin in adult patients: a consensus review of the American Society of Health‐System Pharmacists, the Infectious Diseases Society of America, and the Society of Infectious Diseases Pharmacists.Am J Health Syst Pharm.2009;66:8298.
  15. Dieterich C,Puey A,Lin S, et al.Gene expression analysis reveals new possible mechanisms of vancomycin‐induced nephrotoxicity and identifies gene markers candidates.Toxicol Sci.2009;107:258269.
  16. Oktem F,Arslan MK,Ozguner F, et al.In vivo evidences suggesting the role of oxidative stress in pathogenesis of vancomycin‐induced nephrotoxicity: protection by erdosteine.Toxicology.2005;215:227233.
  17. Cimino MA,Rotstein C,Slaughter RL,Emrich LJ.Relationship of serum antibiotic concentrations to nephrotoxicity in cancer patients receiving concurrent aminoglycoside and vancomycin therapy.Am J Med.1987;83:10911097.
  18. Downs NJ,Neihart RE,Dolezal JM,Hodges GR.Mild nephrotoxicity associated with vancomycin use.Arch Intern Med.1989;149:17771781.
  19. Farber BF,Moellering RC.Retrospective study of the toxicity of preparations of vancomycin from 1974 to 1981.Antimicrob Agents Chemother.1983;23:138141.
  20. Goetz MB,Sayers J.Nephrotoxicity of vancomycin and aminoglycoside therapy separately and in combination.J Antimicrob Chemother.1993;32:325334.
  21. Mellor JA,Kingdom J,Cafferkey M,Keane CT.Vancomycin toxicity: a prospective study.J Antimicrob Chemother.1985;15:773780.
  22. Pauly DJ,Musa DM,Lestico MR,Lindstrom MJ,Hetsko CM.Risk of nephrotoxicity with combination vancomycin‐aminoglycoside antibiotic therapy.Pharmacotherapy.1990;10:378382.
  23. Rybak MJ,Albrecht LM,Boike SC,Chandrasekar PH.Nephrotoxicity of vancomycin, alone and with an aminoglycoside.J Antimicrob Chemother.1990;25:679687.
  24. Sorrell TC,Collignon PJ.A prospective study of adverse reactions associated with vancomycin therapy.J Antimicrob Chemother.1985;16:235241.
  25. Lodise TP,Lomaestro B,Graves J,Drusano GL.Larger vancomycin doses (at least four grams per day) are associated with an increased incidence of nephrotoxicity.Antimicrob Agents Chemother.2008;52:13301336.
  26. Lodise TP,Patel N,Lomaestro BM,Rodvold KA,Drusano GL.Relationship between initial vancomycin concentration‐time profile and nephrotoxicity among hospitalized patients.Clin Infect Dis.2009;49:507514.
  27. Jeffres MN,Isakow W,Doherty JA,Micek ST,Kollef MH.A retrospective analysis of possible renal toxicity associated with vancomycin in patients with health care‐associated methicillin‐resistant Staphylococcus aureus pneumonia.Clin Ther.2007;29:11071115.
  28. Pritchard L,Baker C,Leggett J,Sehdev P,Brown A,Bayley KB.Increasing vancomycin serum trough concentrations and incidence of nephrotoxicity.Am J Med.2010;123:11431149.
  29. Lee‐Such SC,Overholser BR,Munoz‐Price LS. Nephrotoxicity associated with aggressive vancomycin therapy [abstract L‐1298]. In:Program and Abstracts of the 46th Interscience Conference on Antimicrobial Agents and Chemotherapy, San Francisco, CA, 2006. Washington, DC: American Society for Microbiology.
  30. Mora A,Dzintars D,Lat A,Frei CR,Echevarria K. Incidence of vancomycin nephrotoxicity in the absence of concomitant nephrotoxins or confounders [abstract A1–1294b]. In:Program and Abstracts of the 49th Interscience Conference on Antimicrobial Agents and Chemotherapy, San Francisco, CA, 2009. Washington, DC: American Society for Microbiology.
  31. Nguyen M,Wong J,Lee C, et al. Nephrotoxicity associated with high‐dose versus standard‐dose vancomycin therapy [abstract K‐1096]. In:Program and Abstracts of the 47th Interscience Conference on Antimicrobial Agents and Chemotherapy, Chicago, IL, 2007. Washington, DC: American Society for Microbiology.
  32. Rios E,Pounders CL,Allison T. Evaluation of vancomycin nephrotoxicity in patients with methicillin‐resistant Staphylococcus aureus bacteremia [abstract A1–1294a]. In:Program and Abstracts of the 49th Interscience Conference on Antimicrobial Agents and Chemotherapy, San Francisco, CA, 2009. Washington, DC: American Society for Microbiology.
  33. Zimmerman AE,Katona BG,Plaisance KI.Association of vancomycin serum concentrations with outcomes in patients with gram‐positive bacteremia.Pharmacotherapy.1995;15:8591.
  34. Teng CG,Rezai K,Itokazu GS, et al. Continuation of high dose vancomycin despite nephrotoxicity [abstract K‐3486]. In:Abstracts of the 48th Interscience Conference on Antimicrobial Agents and Chemotherapy/46th Infectious Diseases Society of America Annual Meeting, Washington, DC, 2008. Washington, DC: American Society for Microbiology.
  35. Hazlewood KA,Brouse SD,Pitcher WD,Hall RG.Vancomycin‐associated nephrotoxicity: grave concern or death by character assassination?Am J Med.2010;123:182187.
  36. Wong‐Beringer A,Joo J,Tse E,Beringer P.Vancomycin‐associated nephrotoxicity: a critical appraisal of risk with high‐dose therapy.Int J Antimicrob Agents.2011;37:95101.
  37. Detrenis S,Meschi M,Musini S,Savazzi G.Lights and shadows on the pathogenesis of contrast‐induced nephropathy: state of the art.Nephrol Dial Transplant.2005;20:15421550.
  38. Persson PB,Hansell P,Liss P.Pathophysiology of contrast medium‐induced nephropathy.Kidney Int.2005;68:1422.
  39. Kshirsagar AV,Poole C,Mottl A, et al.N‐acetylcysteine for the prevention of radiocontrast induced nephropathy: a meta‐analysis of prospective controlled trials.J Am Soc Nephrol.2004;15:761769.
  40. Ocak S,Gorur S,Hakverdi S,Celik S,Erdogan S.Protective effects of caffeic acid phenethyl ester, vitamin C, vitamin E and N‐acetylcysteine on vancomycin‐induced nephrotoxicity in rats.Basic Clin Pharmacol Toxicol.2007;100:328333.
  41. Cosgrove SE,Vigliani GA,Fowler VG, et al.Initial low‐dose gentamicin for Staphylococcus aureus bacteremia and endocarditis is nephrotoxic.Clin Infect Dis.2009;48:713721.
References
  1. Bancroft EA.Antimicrobial resistance: it's not just for hospitals.JAMA.2007;298:18031804.
  2. Klevens RM,Morrison MA,Nadle J, et al.Invasive methicillin‐resistant Staphylococcus aureus infections in the United States.JAMA.2007;298:17631771.
  3. Kirst HA,Thompson DG,Nicas TI.Historical yearly usage of vancomycin.Antimicrob Agents Chemother.1998;42:13031304.
  4. Hiramatsu K,Aritaka N,Hanaki H, et al.Dissemination in Japanese hospitals of strains of Staphylococcus aureus heterogeneously resistant to vancomycin.Lancet.1997;350:16701673.
  5. Hiramatsu K,Hanaki H,Ino T,Yabuta K,Oguri T,Tenover FC.Methicillin‐resistant Staphylococcus aureus clinical strain with reduced vancomycin susceptibility.J Antimicrob Chemother.1997;40:135136.
  6. Liu C,Chambers HF.Staphylococcus aureus with heterogeneous resistance to vancomycin: epidemiology, clinical significance, and critical assessment of diagnostic methods.Antimicrob Agents Chemother.2003;47:30403045.
  7. Steinkraus G,White R,Friedrich L.Vancomycin MIC creep in non‐vancomycin‐intermediate Staphylococcus aureus (VISA), vancomycin‐susceptible clinical methicillin‐resistant S. aureus (MRSA) blood isolates from 2001–05.J Antimicrob Chemother.2007;60:788794.
  8. Charles PG,Ward PB,Johnson PD,Howden BP,Grayson ML.Clinical features associated with bacteremia due to heterogeneous vancomycin‐ intermediate Staphylococcus aureus.Clin Infect Dis.2004;38:448451.
  9. Hidayat LK,Hsu DI,Quist R,Shriner KA,Wong‐Beringer A.High‐dose vancomycin therapy for methicillin‐resistant Staphylococcus aureus infections: efficacy and toxicity.Arch Intern Med.2006;166:21382144.
  10. Moise‐Broder PA,Sakoulas G,Eliopoulos GM,Schentag JJ,Forrest A,Moellering RC.Accessory gene regulator group II polymorphism in methicillin‐resistant Staphylococcus aureus is predictive of failure of vancomycin therapy.Clin Infect Dis.2004;38:17001705.
  11. Sakoulas G,Moise‐Broder PA,Schentag J,Forrest A,Moellering RC,Eliopoulos GM.Relationship of MIC and bactericidal activity to efficacy of vancomycin for treatment of methicillin‐resistant Staphylococcus aureus bacteremia.J Clin Microbiol.2004;42:23982402.
  12. Tenover FC,Moellering RC.The rationale for revising the Clinical and Laboratory Standards Institute vancomycin minimal inhibitory concentration interpretive criteria for Staphylococcus aureus.Clin Infect Dis.2007;44:12081215.
  13. Moise‐Broder PA,Forrest A,Birmingham MC,Schentag JJ.Pharmacodynamics of vancomycin and other antimicrobials in patients with Staphylococcus aureus lower respiratory tract infections.Clin Pharmacokinet.2004;43:925942.
  14. Rybak M,Lomaestro B,Rotschafer JC, et al.Therapeutic monitoring of vancomycin in adult patients: a consensus review of the American Society of Health‐System Pharmacists, the Infectious Diseases Society of America, and the Society of Infectious Diseases Pharmacists.Am J Health Syst Pharm.2009;66:8298.
  15. Dieterich C,Puey A,Lin S, et al.Gene expression analysis reveals new possible mechanisms of vancomycin‐induced nephrotoxicity and identifies gene markers candidates.Toxicol Sci.2009;107:258269.
  16. Oktem F,Arslan MK,Ozguner F, et al.In vivo evidences suggesting the role of oxidative stress in pathogenesis of vancomycin‐induced nephrotoxicity: protection by erdosteine.Toxicology.2005;215:227233.
  17. Cimino MA,Rotstein C,Slaughter RL,Emrich LJ.Relationship of serum antibiotic concentrations to nephrotoxicity in cancer patients receiving concurrent aminoglycoside and vancomycin therapy.Am J Med.1987;83:10911097.
  18. Downs NJ,Neihart RE,Dolezal JM,Hodges GR.Mild nephrotoxicity associated with vancomycin use.Arch Intern Med.1989;149:17771781.
  19. Farber BF,Moellering RC.Retrospective study of the toxicity of preparations of vancomycin from 1974 to 1981.Antimicrob Agents Chemother.1983;23:138141.
  20. Goetz MB,Sayers J.Nephrotoxicity of vancomycin and aminoglycoside therapy separately and in combination.J Antimicrob Chemother.1993;32:325334.
  21. Mellor JA,Kingdom J,Cafferkey M,Keane CT.Vancomycin toxicity: a prospective study.J Antimicrob Chemother.1985;15:773780.
  22. Pauly DJ,Musa DM,Lestico MR,Lindstrom MJ,Hetsko CM.Risk of nephrotoxicity with combination vancomycin‐aminoglycoside antibiotic therapy.Pharmacotherapy.1990;10:378382.
  23. Rybak MJ,Albrecht LM,Boike SC,Chandrasekar PH.Nephrotoxicity of vancomycin, alone and with an aminoglycoside.J Antimicrob Chemother.1990;25:679687.
  24. Sorrell TC,Collignon PJ.A prospective study of adverse reactions associated with vancomycin therapy.J Antimicrob Chemother.1985;16:235241.
  25. Lodise TP,Lomaestro B,Graves J,Drusano GL.Larger vancomycin doses (at least four grams per day) are associated with an increased incidence of nephrotoxicity.Antimicrob Agents Chemother.2008;52:13301336.
  26. Lodise TP,Patel N,Lomaestro BM,Rodvold KA,Drusano GL.Relationship between initial vancomycin concentration‐time profile and nephrotoxicity among hospitalized patients.Clin Infect Dis.2009;49:507514.
  27. Jeffres MN,Isakow W,Doherty JA,Micek ST,Kollef MH.A retrospective analysis of possible renal toxicity associated with vancomycin in patients with health care‐associated methicillin‐resistant Staphylococcus aureus pneumonia.Clin Ther.2007;29:11071115.
  28. Pritchard L,Baker C,Leggett J,Sehdev P,Brown A,Bayley KB.Increasing vancomycin serum trough concentrations and incidence of nephrotoxicity.Am J Med.2010;123:11431149.
  29. Lee‐Such SC,Overholser BR,Munoz‐Price LS. Nephrotoxicity associated with aggressive vancomycin therapy [abstract L‐1298]. In:Program and Abstracts of the 46th Interscience Conference on Antimicrobial Agents and Chemotherapy, San Francisco, CA, 2006. Washington, DC: American Society for Microbiology.
  30. Mora A,Dzintars D,Lat A,Frei CR,Echevarria K. Incidence of vancomycin nephrotoxicity in the absence of concomitant nephrotoxins or confounders [abstract A1–1294b]. In:Program and Abstracts of the 49th Interscience Conference on Antimicrobial Agents and Chemotherapy, San Francisco, CA, 2009. Washington, DC: American Society for Microbiology.
  31. Nguyen M,Wong J,Lee C, et al. Nephrotoxicity associated with high‐dose versus standard‐dose vancomycin therapy [abstract K‐1096]. In:Program and Abstracts of the 47th Interscience Conference on Antimicrobial Agents and Chemotherapy, Chicago, IL, 2007. Washington, DC: American Society for Microbiology.
  32. Rios E,Pounders CL,Allison T. Evaluation of vancomycin nephrotoxicity in patients with methicillin‐resistant Staphylococcus aureus bacteremia [abstract A1–1294a]. In:Program and Abstracts of the 49th Interscience Conference on Antimicrobial Agents and Chemotherapy, San Francisco, CA, 2009. Washington, DC: American Society for Microbiology.
  33. Zimmerman AE,Katona BG,Plaisance KI.Association of vancomycin serum concentrations with outcomes in patients with gram‐positive bacteremia.Pharmacotherapy.1995;15:8591.
  34. Teng CG,Rezai K,Itokazu GS, et al. Continuation of high dose vancomycin despite nephrotoxicity [abstract K‐3486]. In:Abstracts of the 48th Interscience Conference on Antimicrobial Agents and Chemotherapy/46th Infectious Diseases Society of America Annual Meeting, Washington, DC, 2008. Washington, DC: American Society for Microbiology.
  35. Hazlewood KA,Brouse SD,Pitcher WD,Hall RG.Vancomycin‐associated nephrotoxicity: grave concern or death by character assassination?Am J Med.2010;123:182187.
  36. Wong‐Beringer A,Joo J,Tse E,Beringer P.Vancomycin‐associated nephrotoxicity: a critical appraisal of risk with high‐dose therapy.Int J Antimicrob Agents.2011;37:95101.
  37. Detrenis S,Meschi M,Musini S,Savazzi G.Lights and shadows on the pathogenesis of contrast‐induced nephropathy: state of the art.Nephrol Dial Transplant.2005;20:15421550.
  38. Persson PB,Hansell P,Liss P.Pathophysiology of contrast medium‐induced nephropathy.Kidney Int.2005;68:1422.
  39. Kshirsagar AV,Poole C,Mottl A, et al.N‐acetylcysteine for the prevention of radiocontrast induced nephropathy: a meta‐analysis of prospective controlled trials.J Am Soc Nephrol.2004;15:761769.
  40. Ocak S,Gorur S,Hakverdi S,Celik S,Erdogan S.Protective effects of caffeic acid phenethyl ester, vitamin C, vitamin E and N‐acetylcysteine on vancomycin‐induced nephrotoxicity in rats.Basic Clin Pharmacol Toxicol.2007;100:328333.
  41. Cosgrove SE,Vigliani GA,Fowler VG, et al.Initial low‐dose gentamicin for Staphylococcus aureus bacteremia and endocarditis is nephrotoxic.Clin Infect Dis.2009;48:713721.
Issue
Journal of Hospital Medicine - 7(2)
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Elevated vancomycin trough is not associated with nephrotoxicity among inpatient veterans
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Elevated vancomycin trough is not associated with nephrotoxicity among inpatient veterans
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Continuous participation in the Journal of Hospital Medicine CME program will enable learners to be better able to:

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  • Describe the standard of care for common illnesses and conditions treated in the hospital; such as pneumonia, COPD exacerbation, acute coronary syndrome, HF exacerbation, glycemic control, venous thromboembolic disease, stroke, etc.

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If you wish to receive credit for this activity, which begins on the next page, please refer to the website: www.blackwellpublishing.com/cme.

Accreditation and Designation Statement

Blackwell Futura Media Services designates this educational activity for a 1 AMA PRA Category 1 Credit. Physicians should only claim credit commensurate with the extent of their participation in the activity.

Blackwell Futura Media Services is accredited by the Accreditation Council for Continuing Medical Education to provide continuing medical education for physicians.

Educational Objectives

Continuous participation in the Journal of Hospital Medicine CME program will enable learners to be better able to:

  • Interpret clinical guidelines and their applications for higher quality and more efficient care for all hospitalized patients.

  • Describe the standard of care for common illnesses and conditions treated in the hospital; such as pneumonia, COPD exacerbation, acute coronary syndrome, HF exacerbation, glycemic control, venous thromboembolic disease, stroke, etc.

  • Discuss evidence‐based recommendations involving transitions of care, including the hospital discharge process.

  • Gain insights into the roles of hospitalists as medical educators, researchers, medical ethicists, palliative care providers, and hospital‐based geriatricians.

  • Incorporate best practices for hospitalist administration, including quality improvement, patient safety, practice management, leadership, and demonstrating hospitalist value.

  • Identify evidence‐based best practices and trends for both adult and pediatric hospital medicine.

Instructions on Receiving Credit

For information on applicability and acceptance of continuing medical education credit for this activity, please consult your professional licensing board.

This activity is designed to be completed within the time designated on the title page; physicians should claim only those credits that reflect the time actually spent in the activity. To successfully earn credit, participants must complete the activity during the valid credit period that is noted on the title page.

Follow these steps to earn credit:

  • Log on to www.blackwellpublishing.com/cme.

  • Read the target audience, learning objectives, and author disclosures.

  • Read the article in print or online format.

  • Reflect on the article.

  • Access the CME Exam, and choose the best answer to each question.

  • Complete the required evaluation component of the activity.

If you wish to receive credit for this activity, which begins on the next page, please refer to the website: www.blackwellpublishing.com/cme.

Accreditation and Designation Statement

Blackwell Futura Media Services designates this educational activity for a 1 AMA PRA Category 1 Credit. Physicians should only claim credit commensurate with the extent of their participation in the activity.

Blackwell Futura Media Services is accredited by the Accreditation Council for Continuing Medical Education to provide continuing medical education for physicians.

Educational Objectives

Continuous participation in the Journal of Hospital Medicine CME program will enable learners to be better able to:

  • Interpret clinical guidelines and their applications for higher quality and more efficient care for all hospitalized patients.

  • Describe the standard of care for common illnesses and conditions treated in the hospital; such as pneumonia, COPD exacerbation, acute coronary syndrome, HF exacerbation, glycemic control, venous thromboembolic disease, stroke, etc.

  • Discuss evidence‐based recommendations involving transitions of care, including the hospital discharge process.

  • Gain insights into the roles of hospitalists as medical educators, researchers, medical ethicists, palliative care providers, and hospital‐based geriatricians.

  • Incorporate best practices for hospitalist administration, including quality improvement, patient safety, practice management, leadership, and demonstrating hospitalist value.

  • Identify evidence‐based best practices and trends for both adult and pediatric hospital medicine.

Instructions on Receiving Credit

For information on applicability and acceptance of continuing medical education credit for this activity, please consult your professional licensing board.

This activity is designed to be completed within the time designated on the title page; physicians should claim only those credits that reflect the time actually spent in the activity. To successfully earn credit, participants must complete the activity during the valid credit period that is noted on the title page.

Follow these steps to earn credit:

  • Log on to www.blackwellpublishing.com/cme.

  • Read the target audience, learning objectives, and author disclosures.

  • Read the article in print or online format.

  • Reflect on the article.

  • Access the CME Exam, and choose the best answer to each question.

  • Complete the required evaluation component of the activity.

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Hospitalists commonly encounter the challenges of infectious diseases in their hospitalized patients. Choosing the correct antibiotic, interpreting blood cultures, working up causes of fever, treating patients with an allergy to penicillin, and caring for patients with human immunodeficiency virus (HIV) commonly confront the hospitalist. This article presents evidence‐based pearls which will help hospitalists avoid common infectious disease pitfalls and guide their decision about when to consult an infectious diseases specialist.

1. Avoid Spiraling Empiricism and Understand Common Fallacies in Prescribing Empiric Antimicrobial Therapy

The term spiraling empiricism describes the inappropriate treatment, or the unjustifiable escalation of treatment, of suspected but undocumented infectious diseases.1 Initiation of carefully considered empiric broad‐spectrum antibiotic therapy for an acutely ill patient is an entirely appropriate and reasonable strategy. But all too often, practitioners are confronted with clinical dilemmas such as persistent fever or lack of response to therapy. In these circumstances, clinicians are faced with deciding whether to add or change antibiotics to broaden coverage. Changes in empiric therapy should be made sparingly, and only when there is new information or symptoms to justify an addition or change. In order to make an accurate assessment of response, steady‐state levels should be achieved and usually 3 to 5 days should be allowed to pass. Lack of response to broad‐spectrum therapy should trigger further investigation for occult infection or consideration of noninfectious etiologies and not simply the addition of a new antimicrobial agent. If a microbial pathogen is isolated from a blood culture(s) or other relevant source, antimicrobials should be tailored to the narrowest spectrum and least toxic therapy based on the sensitivities of that organism. For critically ill patients or patients who do not appear to be improving, an infectious diseases consultation may be warranted.

2. Know the Important Drug‐Drug Interactions Between Antimicrobials and Commonly‐used Inpatient Medications, Particularly With Those Involving Warfarin

Most antimicrobials (especially antifungals, quinolones, metronidazole, and sulfonamides) can cause unpredictable elevations in the international normalized ratio (INR) concurrent with warfarin administration, either through inhibition of warfarin metabolism or alterations in vitamin Kproducing gut flora. When using antimicrobials in patients on warfarin, the patient's INR should be carefully monitored and adjustment of the warfarin dose may be necessary. Antimicrobials that are inhibitors of cytochrome P‐450 enzymes include ciprofloxacin, levofloxacin, isoniazid, fluconazole, and clarithromycin. In contrast, rifampin is a potent inducer of most known cytochrome P‐450 enzymes and increases the metabolism of many drugs used in patients in the hospital setting, including anticonvulsants, beta‐blockers, calcium channel blockers, and other antibiotics like fluoroquinolones, and sulfonylureas. Moreover, the concurrent oral intake of tablets or solutions (including tube feeds) with a high concentration of trivalent and divalent cations (such as aluminum, magnesium, and, to a lesser extent, calcium, iron, and zinc) impairs gastrointestinal absorption of fluoroquinolones and should be avoided or spaced apart in time. Since fluoroquinolones can potentially prolong the QT interval, careful monitoring is necessary when a patient is prescribed other QT prolonging agents. Finally, many antimicrobials reduce the effectiveness of oral or other systemic hormonal contraceptives and patients should be routinely advised to use nonhormonal methods of birth control during therapy.

3. Positive Blood Cultures for Bacteria or Fungus Should be Repeated Serially Every 24 to 48 Hours Until the Cultures Are Negative

An important step in the management of a positive blood culture for bacteria or yeast is to check follow‐up blood cultures every 24 to 48 hours until the bacteremia or fungemia has cleared. This is particularly true of bacteremia caused by Staphylococcus aureus (S. aureus), Enterococcus species, and fungemia caused by Candida species. The duration of bacteremia or fungemia has a significant impact on the predictive values of further testing for endovascular or deep‐seated sources of infection as well as treatment duration. This is particularly true for the treatment of candidemia in nonneutropenic adults and for bacterial endocarditis, in which the recommended duration of treatment starts from the day of the last positive blood culture.2, 3 In addition to repeat blood cultures, a blood culture positive for S. aureus should always prompt an aggressive workup for a source (including strong consideration of a transesophageal echocardiogram to evaluate for endocarditis). S. aureus bacteremia should never be disregarded as a contaminant, and should prompt strong consideration of removal of all indwelling intravenous lines.4

4. Removal of Indwelling Intravascular Catheters Is Essential in the Management of Patients with Candidemia. In These Patients, Retention of Central Lines Is Significantly Related to Poor Outcomes

In patients with culture‐proven Candida fungemia, all intravascular catheters must be removed if at all possible. In a study by Nguyen et al.,5 the mortality rate for patients with a catheter‐related candidemia in whom catheters were retained was significantly higher than that of patients in whom the catheters were removed (41% vs. 21%, P < 0.001). Likewise, in a separate study, Luzzati et al.6 noted that central line removal independently reduced the high mortality of the disease. This recommendation applies to all Candida species.

5. Although Candida Species Are Frequently Noted to Colonize Sputum and Urine Cultures, Their Recovery From Multiple Sites May Be an Indicator of Occult Candidemia in an Acutely Ill Patient

Candida species uncommonly cause pneumonia or urinary tract infection, so their isolation from cultures of the respiratory and genitourinary tract often represents colonization. However, the presence of Candida species at multiple sites may be an indicator of occult candidemia in a patient with multiple risk factors for candidemia, including intensive care unit (ICU) admission, immunosuppression (particularly neutropenia and recent receipt of corticosteroids), central venous catheterization, total parenteral nutrition, recent broad‐spectrum antibiotics, and recent abdominal or gastrointestinal surgery.7

6. Patients with Asymptomatic Bacteriuria, With or Without Pyuria, Should Not Be Treated with Antibiotics. Pregnant Women and Patients Undergoing a Genitourinary Procedure Are the Exception and Should Be Treated With Antibiotics

Asymptomatic bacteriuria is commonly encountered in the hospital setting, but is usually benign. Bacteriuria is defined as a voided urine specimen with 1 bacterial species isolated in a quantitative count of 105 cfu/mL. Treatment of asymptomatic bacteriuria is only recommended for pregnant women or prior to invasive genitourinary procedures, including transurethral resection of the prostate. Patients with structural or functional abnormalities of the urinary tract may have a high prevalence of bacteriuria. Despite its prevalence, asymptomatic bacteriuria is seldom associated with adverse outcomes. Studies have noted that antimicrobial treatment of asymptomatic bacteriuria does not decrease recurrence. Negative outcomes with antimicrobial treatment do occur, including adverse drug reactions and reinfection with organisms of increasing resistance. Clinical trials in spinal‐cord injury patients, diabetic women, elderly patients living in the community or nursing home, and patients with indwelling urethral catheters have consistently found no benefit with treatment of asymptomatic bacteriuria.8, 9 The presence or absence of pyuria does not differentiate symptomatic from asymptomatic urinary infection. Patients with symptomatic urinary tract infection (fever and/or dysuria) should be treated after urine cultures are obtained. Other causes of pyuria in the absence of an acute urinary tract infection include urethritis, tuberculosis, prostatitis, nephrolithiasis, and malignancy.

7. Evaluate All Patients Who Have a History of Penicillin Allergy and Consider Desensitization for Patients With a History Consistent With Immunoglobulin Emediated Allergy Who Require Treatment With a Beta‐Lactam Antibiotic

Patients commonly claim to have an allergy to penicillin. True penicillin allergy is very serious and can be life‐threatening. Because of this, patients labeled as penicillin allergic are typically not treated with beta‐lactam antibiotics. Instead, they may be prescribed medications which are typically less effective, more toxic, have a broader spectrum, or are more expensive.10, 11 Many patients are inappropriately labeled as having a penicillin allergy. A history of penicillin allergy is reported in approximately 10% of hospitalized patients, but only approximately 10% of those who report a history of penicillin allergy actually have an allergic reaction when treated with penicillin. Exanthems are frequently associated with beta‐lactam use during an episode of infectious mononucleosis but these are not considered an allergic reaction. Such patients are generally able to tolerate beta‐lactams subsequent to this episode. Nonpruritic maculopapular rashes are also reported in 3% to 7% of children taking amoxicillin and are not a contraindication for future beta‐lactam or cephalosporin use.12 All patients who describe an allergy should be questioned in detail about the type of penicillin received, as well as the type, severity, and timing of the reaction. Typical immunoglobulin E (IgE)‐mediated severe reactions to penicillin include urticaria, pruritus, angioedema, bronchospasm, and hypotension. These patients should not be given other agents that share the same beta‐lactam ring, including cephalosporins (risk of cross‐reactivity is greatest with first‐generation and second‐generation cephalosporins). Carbapenems have minimal cross‐reactivity, particularly meropenem.13 Monobactams (eg, aztreonam) do not cross‐react. While skin testing to penicillin can be considered in patients with a history of a severe reaction to penicillin, neither the major nor minor determinants are commercially available at this time. In patients with a history of a possible IgE‐mediated reaction and when there is no suitable alternative antibiotic (usually determined from infectious diseases consultation), desensitization to beta‐lactams or carbapenems can be considered. Desensitization should be reserved only for clinicians experienced with these techniques, preferably in consultation with a specialist in allergy and immunology. Patients who report a non‐IgE‐mediated reaction may be prescribed a cephalosporin if necessary (preferably a third‐generation or fourth‐generation).14

8. An Abrupt Increase in Leukocytosis In a Hospitalized Patient Should Prompt Consideration of Clostridium difficile Infection

In recent years, there has been a marked increase in the incidence and severity of Clostridium difficile (C. difficile) infection (CDI). A new hypervirulent strain, NAP1/BI/027, has emerged and is becoming endemic in the United States, Canada, and Europe. Typically C. difficile causes diarrhea, abdominal pain, and fever. Often patients have received antibiotics in the recent past, placing them at higher risk, but cases can occur sporadically (even in the community setting) or be transmitted nosocomially. Early detection appears to be essential in reducing the serious morbidity and mortality associated with this disease. Observational studies suggested that C. difficile infection is a common cause of unexplained leukocytosis or a sudden worsening of preexisting leukocytosis.15, 16 In a prospective study evaluating 60 patients with unexplained leukocytosis (white blood cell count 15,000/mm3), 58% of patients with leukocytosis in the absence of localizing symptoms and signs of infection were subsequently diagnosed with CDI. The authors believe that the percent may have been as high as 73% when they included patients with a negative toxin assay who rapidly responded to metronidazole therapy.17 White blood cell counts can range from 10,000 to 20,000/mm3 in moderate disease. Counts as high as 40,000/mm3 can occur, especially in patients with severe disease. Although the use of clindamycin and cephalosporins have been classically associated with the subsequent development of CDI, the current widespread use of fluoroquinolones has led to significant fluoroquinolone resistance among strains of C. difficile, especially the hypervirulent NAP1/BI/027 strain.18 The judicious use of antibiotics, especially fluoroquinolones, remains the cornerstone in preventing CDI. Remember that hand washing with soap and water is essential as alcohol‐based hand sanitizers do not eradicate the C. difficile spores. The drug of choice for initial treatment of mild to moderate CDI remains oral metronidazole, and it may be used for a first recurrence of CDI. Increasing data support the use of oral vancomycin for moderately severe to severe CDI or for multiple recurrences.19 Intravenous metronidazole is often added to oral vancomycin in patients with ileus, but it is not reliably effective alone for CDI.

9. Fever Is Common in the First 48 Hours After a Major Surgical Procedure, and Is a Poor Indicator of Infection. The use of Antibiotics in Response to Fever in the Absence of Other Localizing Signs and Symptoms of Infection Should Be Avoided

Early postoperative fever is relatively common but most fevers that develop within the first 48 hours after surgery do not have an infectious etiology.2023 However, fever that begins or persists beyond the fifth postoperative day is much more likely to represent a clinically significant infection. The continued use of antibiotics outside the window for wound prophylaxis (>24 hours) does not decrease the risk of postoperative infection but it does increase the risk of acquiring resistant bacteria and adverse drug reactions, including CDI.

10. Facts All Clinicians Should Know About Patients with HIV Infection

The 2 most common laboratory abnormalities routinely associated with antiretroviral therapy for HIV infection are unconjugated hyperbilirubinemia associated with atazanavir and an elevated mean corpuscular volume (MCV) associated with zidovudine (and, to a lesser extent, stavudine). Immune reconstitution inflammatory syndrome (IRIS) is a condition seen in patients with advanced acquired immune deficiency syndrome (AIDS) who have recently started antiretroviral therapy. As the immune system begins to recover, it may respond to a previously acquired opportunistic infection with an overwhelming inflammatory response that paradoxically makes the symptoms of infection worse. IRIS is associated with a pathological inflammatory response that can have substantial morbidity and mortality.24 For this reason, when considering whether to start or stop continuous or highly active antiretroviral therapy (also known as HAART), an infectious diseases consult is recommended. Pneumocystis jiroveci (PCP) remains a cause of pneumonia in patients with advanced AIDS' though in the era of HAART, its presentation may be more subtle. Finally, the principle of parsimony (Occam's razor) often does not hold in the diagnosis of opportunistic infections in patients with advanced AIDS, as these patients can often present with multiple infections simultaneously.25, 26

Conclusion

Infectious diseases are commonly encountered by physicians who care for hospitalized patients. Early recognition, evaluation, and appropriate treatment and/or referral to an infectious diseases specialist are necessary to moderate the significant morbidity and mortality that are often associated with infectious diseases.

References
  1. Kim JH,Gallis HA.Observations on spiraling empiricism: its causes, allure, and perils, with particular reference to antibiotic therapy.Am J Med.1989;87(2):201206.
  2. Pappas PG,Rex JH,Sobel JD, et al.Guidelines for the treatment of candidiasis.Clin Infect Dis.2004;38:161189.
  3. Baddour LM,Wilson WR,Bayer AS, et al.Infective endocarditis: diagnosis, antimicrobial therapy, and management of complications: a statement for healthcare professionals from the Committee on Rheumatic Fever, Endocarditis, and Kawasaki Disease, Council on Cardiovascular Disease in the Young, and the Councils on Clinical Cardiology, Stroke, and Cardiovascular Surgery and Anesthesia, American Heart Association: endorsed by the Infectious Diseases Society of America.Circulation.2005;111:e394e434.
  4. Cosgrove SE,Fowler VG.Management of methicillin‐resistant Staphylococcus aureus bacteremia.Clin Infect Dis.2008;46:S386S393.
  5. Nguyen MH,Peacock JE,Tanner DC, et al.Therapeutic approaches in patients with candidemia. Evaluation in a multicenter, prospective, observational study.Arch Intern Med.1995;155(22):24292435.
  6. Luzzati R,Amalfitano G,Lazzarini L, et al.Nosocomial candidemia in non‐neutropenic patients at an Italian tertiary care hospital.Eur J Clin Microbiol Infect Dis.2000;19(8):602607.
  7. Kauffman CA.Candidemia in adults. In: Marr KA, ed.UpToDate.Waltham, MA:UpToDate, Inc.;2008.
  8. Nicolle LE,Bradley S,Colgan R, et al.Infectious Diseases Society of America guidelines for the diagnosis and treatment of asymptomatic bacteriuria in adults.Clin Infect Dis.2005;40(5):643654.
  9. Nicolle LE.Asymptomatic bacteriuria: when to screen and when to treat.Infect Dis Clin North Am.2003;17(2):367394.
  10. Yates AB.Management of patients with a history of allergy to beta‐lactam antibiotics.Am J Med.2008;121(7):572576.
  11. Robinson JL,Hameed T,Carr S.Practical aspects of choosing an antibiotic for patients with a reported allergy to an antibiotic.Clin Infect Dis.2002;35(1):2631.
  12. Bass JW,Crowley DM,Steele RW, et al.Adverse effects of orally administered ampicillin.J Pediatr.1973;83:106108.
  13. Romano A,Viola M,Guéant‐Rodriguez RM, et al.Brief communication: tolerability of meropenem in patients with IgE‐mediated hypersensitivity to penicillins.Ann Intern Med.2007;146(4):266269.
  14. Salkind AR,Cuddy PG,Foxworth JW.The rational clinical examination. Is this patient allergic to penicillin? An evidence‐based analysis of the likelihood of penicillin allergy.JAMA.2001;285(19):24982505.
  15. Wanahita A,Goldsmith E,Musher D.Leukocytosis in a tertiary care hospital with particular attention to the role of infection caused by Clostridium difficile.Clin Infect Dis.2002;34:15851592.
  16. Bulusu M,Narayan S,Shetler K,Triadafilopoulos G.Leukocytosis as a harbinger and surrogate marker of Clostridium difficile infection in hospitalized patients with diarrhea.Am J Gastroenterol.2000;95:31373141.
  17. Wanahita A,Goldsmith EA,Marino BJ,Musher DM.Clostridium difficile infection in patients with unexplained leukocytosis.Am J Med.2003;115:543546.
  18. Blossom DB,McDonald LC.The challenges posed by reemerging Clostridium difficile infection.Clin Infect Dis.2007;45(2):222227.
  19. Gerding DN,Muto CA,Owens RC.Treatment of Clostridium difficile infection.Clin Infect Dis.2008;46(suppl 1):S32S42.
  20. Vermeulen H,Storm‐Versloot MN,Goossens A,Speelman P,Legemate DA.Diagnostic accuracy of routine postoperative body temperature measurements.Clin Infect Dis.2005;40:14041410.
  21. Dellinger EP.Should we measure body temperature for patients who have recently undergone surgery?Clin Infect Dis.2005;40(10):14111412.
  22. Garibaldi RA,Brodine S,Matsumiya S,Coleman M.Evidence for the noninfectious etiology of early postoperative fever.Infect Control.1985;6:273277.
  23. Pile JC.Evaluating postoperative fever: a focused approach.Cleve Clin J Med.2006;73(suppl 1):S62S66.
  24. Shelburne SA,Montes M,Hamill RJ.Immune reconstitution inflammatory syndrome: more answers, more questions.J Antimicrob Chemother.2006;57(2):167170.
  25. Hilliard AA,Weinberger SE,Tierney LM,Midthun DE,Saint S.Clinical problem‐solving. Occam's razor versus Saint's Triad.N Engl J Med.2004;350(6):599603.
  26. Lo Re V,Bellini LM.William of Occam and Occam's razor.Ann Intern Med.2002;136(8):634635.
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Hospitalists commonly encounter the challenges of infectious diseases in their hospitalized patients. Choosing the correct antibiotic, interpreting blood cultures, working up causes of fever, treating patients with an allergy to penicillin, and caring for patients with human immunodeficiency virus (HIV) commonly confront the hospitalist. This article presents evidence‐based pearls which will help hospitalists avoid common infectious disease pitfalls and guide their decision about when to consult an infectious diseases specialist.

1. Avoid Spiraling Empiricism and Understand Common Fallacies in Prescribing Empiric Antimicrobial Therapy

The term spiraling empiricism describes the inappropriate treatment, or the unjustifiable escalation of treatment, of suspected but undocumented infectious diseases.1 Initiation of carefully considered empiric broad‐spectrum antibiotic therapy for an acutely ill patient is an entirely appropriate and reasonable strategy. But all too often, practitioners are confronted with clinical dilemmas such as persistent fever or lack of response to therapy. In these circumstances, clinicians are faced with deciding whether to add or change antibiotics to broaden coverage. Changes in empiric therapy should be made sparingly, and only when there is new information or symptoms to justify an addition or change. In order to make an accurate assessment of response, steady‐state levels should be achieved and usually 3 to 5 days should be allowed to pass. Lack of response to broad‐spectrum therapy should trigger further investigation for occult infection or consideration of noninfectious etiologies and not simply the addition of a new antimicrobial agent. If a microbial pathogen is isolated from a blood culture(s) or other relevant source, antimicrobials should be tailored to the narrowest spectrum and least toxic therapy based on the sensitivities of that organism. For critically ill patients or patients who do not appear to be improving, an infectious diseases consultation may be warranted.

2. Know the Important Drug‐Drug Interactions Between Antimicrobials and Commonly‐used Inpatient Medications, Particularly With Those Involving Warfarin

Most antimicrobials (especially antifungals, quinolones, metronidazole, and sulfonamides) can cause unpredictable elevations in the international normalized ratio (INR) concurrent with warfarin administration, either through inhibition of warfarin metabolism or alterations in vitamin Kproducing gut flora. When using antimicrobials in patients on warfarin, the patient's INR should be carefully monitored and adjustment of the warfarin dose may be necessary. Antimicrobials that are inhibitors of cytochrome P‐450 enzymes include ciprofloxacin, levofloxacin, isoniazid, fluconazole, and clarithromycin. In contrast, rifampin is a potent inducer of most known cytochrome P‐450 enzymes and increases the metabolism of many drugs used in patients in the hospital setting, including anticonvulsants, beta‐blockers, calcium channel blockers, and other antibiotics like fluoroquinolones, and sulfonylureas. Moreover, the concurrent oral intake of tablets or solutions (including tube feeds) with a high concentration of trivalent and divalent cations (such as aluminum, magnesium, and, to a lesser extent, calcium, iron, and zinc) impairs gastrointestinal absorption of fluoroquinolones and should be avoided or spaced apart in time. Since fluoroquinolones can potentially prolong the QT interval, careful monitoring is necessary when a patient is prescribed other QT prolonging agents. Finally, many antimicrobials reduce the effectiveness of oral or other systemic hormonal contraceptives and patients should be routinely advised to use nonhormonal methods of birth control during therapy.

3. Positive Blood Cultures for Bacteria or Fungus Should be Repeated Serially Every 24 to 48 Hours Until the Cultures Are Negative

An important step in the management of a positive blood culture for bacteria or yeast is to check follow‐up blood cultures every 24 to 48 hours until the bacteremia or fungemia has cleared. This is particularly true of bacteremia caused by Staphylococcus aureus (S. aureus), Enterococcus species, and fungemia caused by Candida species. The duration of bacteremia or fungemia has a significant impact on the predictive values of further testing for endovascular or deep‐seated sources of infection as well as treatment duration. This is particularly true for the treatment of candidemia in nonneutropenic adults and for bacterial endocarditis, in which the recommended duration of treatment starts from the day of the last positive blood culture.2, 3 In addition to repeat blood cultures, a blood culture positive for S. aureus should always prompt an aggressive workup for a source (including strong consideration of a transesophageal echocardiogram to evaluate for endocarditis). S. aureus bacteremia should never be disregarded as a contaminant, and should prompt strong consideration of removal of all indwelling intravenous lines.4

4. Removal of Indwelling Intravascular Catheters Is Essential in the Management of Patients with Candidemia. In These Patients, Retention of Central Lines Is Significantly Related to Poor Outcomes

In patients with culture‐proven Candida fungemia, all intravascular catheters must be removed if at all possible. In a study by Nguyen et al.,5 the mortality rate for patients with a catheter‐related candidemia in whom catheters were retained was significantly higher than that of patients in whom the catheters were removed (41% vs. 21%, P < 0.001). Likewise, in a separate study, Luzzati et al.6 noted that central line removal independently reduced the high mortality of the disease. This recommendation applies to all Candida species.

5. Although Candida Species Are Frequently Noted to Colonize Sputum and Urine Cultures, Their Recovery From Multiple Sites May Be an Indicator of Occult Candidemia in an Acutely Ill Patient

Candida species uncommonly cause pneumonia or urinary tract infection, so their isolation from cultures of the respiratory and genitourinary tract often represents colonization. However, the presence of Candida species at multiple sites may be an indicator of occult candidemia in a patient with multiple risk factors for candidemia, including intensive care unit (ICU) admission, immunosuppression (particularly neutropenia and recent receipt of corticosteroids), central venous catheterization, total parenteral nutrition, recent broad‐spectrum antibiotics, and recent abdominal or gastrointestinal surgery.7

6. Patients with Asymptomatic Bacteriuria, With or Without Pyuria, Should Not Be Treated with Antibiotics. Pregnant Women and Patients Undergoing a Genitourinary Procedure Are the Exception and Should Be Treated With Antibiotics

Asymptomatic bacteriuria is commonly encountered in the hospital setting, but is usually benign. Bacteriuria is defined as a voided urine specimen with 1 bacterial species isolated in a quantitative count of 105 cfu/mL. Treatment of asymptomatic bacteriuria is only recommended for pregnant women or prior to invasive genitourinary procedures, including transurethral resection of the prostate. Patients with structural or functional abnormalities of the urinary tract may have a high prevalence of bacteriuria. Despite its prevalence, asymptomatic bacteriuria is seldom associated with adverse outcomes. Studies have noted that antimicrobial treatment of asymptomatic bacteriuria does not decrease recurrence. Negative outcomes with antimicrobial treatment do occur, including adverse drug reactions and reinfection with organisms of increasing resistance. Clinical trials in spinal‐cord injury patients, diabetic women, elderly patients living in the community or nursing home, and patients with indwelling urethral catheters have consistently found no benefit with treatment of asymptomatic bacteriuria.8, 9 The presence or absence of pyuria does not differentiate symptomatic from asymptomatic urinary infection. Patients with symptomatic urinary tract infection (fever and/or dysuria) should be treated after urine cultures are obtained. Other causes of pyuria in the absence of an acute urinary tract infection include urethritis, tuberculosis, prostatitis, nephrolithiasis, and malignancy.

7. Evaluate All Patients Who Have a History of Penicillin Allergy and Consider Desensitization for Patients With a History Consistent With Immunoglobulin Emediated Allergy Who Require Treatment With a Beta‐Lactam Antibiotic

Patients commonly claim to have an allergy to penicillin. True penicillin allergy is very serious and can be life‐threatening. Because of this, patients labeled as penicillin allergic are typically not treated with beta‐lactam antibiotics. Instead, they may be prescribed medications which are typically less effective, more toxic, have a broader spectrum, or are more expensive.10, 11 Many patients are inappropriately labeled as having a penicillin allergy. A history of penicillin allergy is reported in approximately 10% of hospitalized patients, but only approximately 10% of those who report a history of penicillin allergy actually have an allergic reaction when treated with penicillin. Exanthems are frequently associated with beta‐lactam use during an episode of infectious mononucleosis but these are not considered an allergic reaction. Such patients are generally able to tolerate beta‐lactams subsequent to this episode. Nonpruritic maculopapular rashes are also reported in 3% to 7% of children taking amoxicillin and are not a contraindication for future beta‐lactam or cephalosporin use.12 All patients who describe an allergy should be questioned in detail about the type of penicillin received, as well as the type, severity, and timing of the reaction. Typical immunoglobulin E (IgE)‐mediated severe reactions to penicillin include urticaria, pruritus, angioedema, bronchospasm, and hypotension. These patients should not be given other agents that share the same beta‐lactam ring, including cephalosporins (risk of cross‐reactivity is greatest with first‐generation and second‐generation cephalosporins). Carbapenems have minimal cross‐reactivity, particularly meropenem.13 Monobactams (eg, aztreonam) do not cross‐react. While skin testing to penicillin can be considered in patients with a history of a severe reaction to penicillin, neither the major nor minor determinants are commercially available at this time. In patients with a history of a possible IgE‐mediated reaction and when there is no suitable alternative antibiotic (usually determined from infectious diseases consultation), desensitization to beta‐lactams or carbapenems can be considered. Desensitization should be reserved only for clinicians experienced with these techniques, preferably in consultation with a specialist in allergy and immunology. Patients who report a non‐IgE‐mediated reaction may be prescribed a cephalosporin if necessary (preferably a third‐generation or fourth‐generation).14

8. An Abrupt Increase in Leukocytosis In a Hospitalized Patient Should Prompt Consideration of Clostridium difficile Infection

In recent years, there has been a marked increase in the incidence and severity of Clostridium difficile (C. difficile) infection (CDI). A new hypervirulent strain, NAP1/BI/027, has emerged and is becoming endemic in the United States, Canada, and Europe. Typically C. difficile causes diarrhea, abdominal pain, and fever. Often patients have received antibiotics in the recent past, placing them at higher risk, but cases can occur sporadically (even in the community setting) or be transmitted nosocomially. Early detection appears to be essential in reducing the serious morbidity and mortality associated with this disease. Observational studies suggested that C. difficile infection is a common cause of unexplained leukocytosis or a sudden worsening of preexisting leukocytosis.15, 16 In a prospective study evaluating 60 patients with unexplained leukocytosis (white blood cell count 15,000/mm3), 58% of patients with leukocytosis in the absence of localizing symptoms and signs of infection were subsequently diagnosed with CDI. The authors believe that the percent may have been as high as 73% when they included patients with a negative toxin assay who rapidly responded to metronidazole therapy.17 White blood cell counts can range from 10,000 to 20,000/mm3 in moderate disease. Counts as high as 40,000/mm3 can occur, especially in patients with severe disease. Although the use of clindamycin and cephalosporins have been classically associated with the subsequent development of CDI, the current widespread use of fluoroquinolones has led to significant fluoroquinolone resistance among strains of C. difficile, especially the hypervirulent NAP1/BI/027 strain.18 The judicious use of antibiotics, especially fluoroquinolones, remains the cornerstone in preventing CDI. Remember that hand washing with soap and water is essential as alcohol‐based hand sanitizers do not eradicate the C. difficile spores. The drug of choice for initial treatment of mild to moderate CDI remains oral metronidazole, and it may be used for a first recurrence of CDI. Increasing data support the use of oral vancomycin for moderately severe to severe CDI or for multiple recurrences.19 Intravenous metronidazole is often added to oral vancomycin in patients with ileus, but it is not reliably effective alone for CDI.

9. Fever Is Common in the First 48 Hours After a Major Surgical Procedure, and Is a Poor Indicator of Infection. The use of Antibiotics in Response to Fever in the Absence of Other Localizing Signs and Symptoms of Infection Should Be Avoided

Early postoperative fever is relatively common but most fevers that develop within the first 48 hours after surgery do not have an infectious etiology.2023 However, fever that begins or persists beyond the fifth postoperative day is much more likely to represent a clinically significant infection. The continued use of antibiotics outside the window for wound prophylaxis (>24 hours) does not decrease the risk of postoperative infection but it does increase the risk of acquiring resistant bacteria and adverse drug reactions, including CDI.

10. Facts All Clinicians Should Know About Patients with HIV Infection

The 2 most common laboratory abnormalities routinely associated with antiretroviral therapy for HIV infection are unconjugated hyperbilirubinemia associated with atazanavir and an elevated mean corpuscular volume (MCV) associated with zidovudine (and, to a lesser extent, stavudine). Immune reconstitution inflammatory syndrome (IRIS) is a condition seen in patients with advanced acquired immune deficiency syndrome (AIDS) who have recently started antiretroviral therapy. As the immune system begins to recover, it may respond to a previously acquired opportunistic infection with an overwhelming inflammatory response that paradoxically makes the symptoms of infection worse. IRIS is associated with a pathological inflammatory response that can have substantial morbidity and mortality.24 For this reason, when considering whether to start or stop continuous or highly active antiretroviral therapy (also known as HAART), an infectious diseases consult is recommended. Pneumocystis jiroveci (PCP) remains a cause of pneumonia in patients with advanced AIDS' though in the era of HAART, its presentation may be more subtle. Finally, the principle of parsimony (Occam's razor) often does not hold in the diagnosis of opportunistic infections in patients with advanced AIDS, as these patients can often present with multiple infections simultaneously.25, 26

Conclusion

Infectious diseases are commonly encountered by physicians who care for hospitalized patients. Early recognition, evaluation, and appropriate treatment and/or referral to an infectious diseases specialist are necessary to moderate the significant morbidity and mortality that are often associated with infectious diseases.

Hospitalists commonly encounter the challenges of infectious diseases in their hospitalized patients. Choosing the correct antibiotic, interpreting blood cultures, working up causes of fever, treating patients with an allergy to penicillin, and caring for patients with human immunodeficiency virus (HIV) commonly confront the hospitalist. This article presents evidence‐based pearls which will help hospitalists avoid common infectious disease pitfalls and guide their decision about when to consult an infectious diseases specialist.

1. Avoid Spiraling Empiricism and Understand Common Fallacies in Prescribing Empiric Antimicrobial Therapy

The term spiraling empiricism describes the inappropriate treatment, or the unjustifiable escalation of treatment, of suspected but undocumented infectious diseases.1 Initiation of carefully considered empiric broad‐spectrum antibiotic therapy for an acutely ill patient is an entirely appropriate and reasonable strategy. But all too often, practitioners are confronted with clinical dilemmas such as persistent fever or lack of response to therapy. In these circumstances, clinicians are faced with deciding whether to add or change antibiotics to broaden coverage. Changes in empiric therapy should be made sparingly, and only when there is new information or symptoms to justify an addition or change. In order to make an accurate assessment of response, steady‐state levels should be achieved and usually 3 to 5 days should be allowed to pass. Lack of response to broad‐spectrum therapy should trigger further investigation for occult infection or consideration of noninfectious etiologies and not simply the addition of a new antimicrobial agent. If a microbial pathogen is isolated from a blood culture(s) or other relevant source, antimicrobials should be tailored to the narrowest spectrum and least toxic therapy based on the sensitivities of that organism. For critically ill patients or patients who do not appear to be improving, an infectious diseases consultation may be warranted.

2. Know the Important Drug‐Drug Interactions Between Antimicrobials and Commonly‐used Inpatient Medications, Particularly With Those Involving Warfarin

Most antimicrobials (especially antifungals, quinolones, metronidazole, and sulfonamides) can cause unpredictable elevations in the international normalized ratio (INR) concurrent with warfarin administration, either through inhibition of warfarin metabolism or alterations in vitamin Kproducing gut flora. When using antimicrobials in patients on warfarin, the patient's INR should be carefully monitored and adjustment of the warfarin dose may be necessary. Antimicrobials that are inhibitors of cytochrome P‐450 enzymes include ciprofloxacin, levofloxacin, isoniazid, fluconazole, and clarithromycin. In contrast, rifampin is a potent inducer of most known cytochrome P‐450 enzymes and increases the metabolism of many drugs used in patients in the hospital setting, including anticonvulsants, beta‐blockers, calcium channel blockers, and other antibiotics like fluoroquinolones, and sulfonylureas. Moreover, the concurrent oral intake of tablets or solutions (including tube feeds) with a high concentration of trivalent and divalent cations (such as aluminum, magnesium, and, to a lesser extent, calcium, iron, and zinc) impairs gastrointestinal absorption of fluoroquinolones and should be avoided or spaced apart in time. Since fluoroquinolones can potentially prolong the QT interval, careful monitoring is necessary when a patient is prescribed other QT prolonging agents. Finally, many antimicrobials reduce the effectiveness of oral or other systemic hormonal contraceptives and patients should be routinely advised to use nonhormonal methods of birth control during therapy.

3. Positive Blood Cultures for Bacteria or Fungus Should be Repeated Serially Every 24 to 48 Hours Until the Cultures Are Negative

An important step in the management of a positive blood culture for bacteria or yeast is to check follow‐up blood cultures every 24 to 48 hours until the bacteremia or fungemia has cleared. This is particularly true of bacteremia caused by Staphylococcus aureus (S. aureus), Enterococcus species, and fungemia caused by Candida species. The duration of bacteremia or fungemia has a significant impact on the predictive values of further testing for endovascular or deep‐seated sources of infection as well as treatment duration. This is particularly true for the treatment of candidemia in nonneutropenic adults and for bacterial endocarditis, in which the recommended duration of treatment starts from the day of the last positive blood culture.2, 3 In addition to repeat blood cultures, a blood culture positive for S. aureus should always prompt an aggressive workup for a source (including strong consideration of a transesophageal echocardiogram to evaluate for endocarditis). S. aureus bacteremia should never be disregarded as a contaminant, and should prompt strong consideration of removal of all indwelling intravenous lines.4

4. Removal of Indwelling Intravascular Catheters Is Essential in the Management of Patients with Candidemia. In These Patients, Retention of Central Lines Is Significantly Related to Poor Outcomes

In patients with culture‐proven Candida fungemia, all intravascular catheters must be removed if at all possible. In a study by Nguyen et al.,5 the mortality rate for patients with a catheter‐related candidemia in whom catheters were retained was significantly higher than that of patients in whom the catheters were removed (41% vs. 21%, P < 0.001). Likewise, in a separate study, Luzzati et al.6 noted that central line removal independently reduced the high mortality of the disease. This recommendation applies to all Candida species.

5. Although Candida Species Are Frequently Noted to Colonize Sputum and Urine Cultures, Their Recovery From Multiple Sites May Be an Indicator of Occult Candidemia in an Acutely Ill Patient

Candida species uncommonly cause pneumonia or urinary tract infection, so their isolation from cultures of the respiratory and genitourinary tract often represents colonization. However, the presence of Candida species at multiple sites may be an indicator of occult candidemia in a patient with multiple risk factors for candidemia, including intensive care unit (ICU) admission, immunosuppression (particularly neutropenia and recent receipt of corticosteroids), central venous catheterization, total parenteral nutrition, recent broad‐spectrum antibiotics, and recent abdominal or gastrointestinal surgery.7

6. Patients with Asymptomatic Bacteriuria, With or Without Pyuria, Should Not Be Treated with Antibiotics. Pregnant Women and Patients Undergoing a Genitourinary Procedure Are the Exception and Should Be Treated With Antibiotics

Asymptomatic bacteriuria is commonly encountered in the hospital setting, but is usually benign. Bacteriuria is defined as a voided urine specimen with 1 bacterial species isolated in a quantitative count of 105 cfu/mL. Treatment of asymptomatic bacteriuria is only recommended for pregnant women or prior to invasive genitourinary procedures, including transurethral resection of the prostate. Patients with structural or functional abnormalities of the urinary tract may have a high prevalence of bacteriuria. Despite its prevalence, asymptomatic bacteriuria is seldom associated with adverse outcomes. Studies have noted that antimicrobial treatment of asymptomatic bacteriuria does not decrease recurrence. Negative outcomes with antimicrobial treatment do occur, including adverse drug reactions and reinfection with organisms of increasing resistance. Clinical trials in spinal‐cord injury patients, diabetic women, elderly patients living in the community or nursing home, and patients with indwelling urethral catheters have consistently found no benefit with treatment of asymptomatic bacteriuria.8, 9 The presence or absence of pyuria does not differentiate symptomatic from asymptomatic urinary infection. Patients with symptomatic urinary tract infection (fever and/or dysuria) should be treated after urine cultures are obtained. Other causes of pyuria in the absence of an acute urinary tract infection include urethritis, tuberculosis, prostatitis, nephrolithiasis, and malignancy.

7. Evaluate All Patients Who Have a History of Penicillin Allergy and Consider Desensitization for Patients With a History Consistent With Immunoglobulin Emediated Allergy Who Require Treatment With a Beta‐Lactam Antibiotic

Patients commonly claim to have an allergy to penicillin. True penicillin allergy is very serious and can be life‐threatening. Because of this, patients labeled as penicillin allergic are typically not treated with beta‐lactam antibiotics. Instead, they may be prescribed medications which are typically less effective, more toxic, have a broader spectrum, or are more expensive.10, 11 Many patients are inappropriately labeled as having a penicillin allergy. A history of penicillin allergy is reported in approximately 10% of hospitalized patients, but only approximately 10% of those who report a history of penicillin allergy actually have an allergic reaction when treated with penicillin. Exanthems are frequently associated with beta‐lactam use during an episode of infectious mononucleosis but these are not considered an allergic reaction. Such patients are generally able to tolerate beta‐lactams subsequent to this episode. Nonpruritic maculopapular rashes are also reported in 3% to 7% of children taking amoxicillin and are not a contraindication for future beta‐lactam or cephalosporin use.12 All patients who describe an allergy should be questioned in detail about the type of penicillin received, as well as the type, severity, and timing of the reaction. Typical immunoglobulin E (IgE)‐mediated severe reactions to penicillin include urticaria, pruritus, angioedema, bronchospasm, and hypotension. These patients should not be given other agents that share the same beta‐lactam ring, including cephalosporins (risk of cross‐reactivity is greatest with first‐generation and second‐generation cephalosporins). Carbapenems have minimal cross‐reactivity, particularly meropenem.13 Monobactams (eg, aztreonam) do not cross‐react. While skin testing to penicillin can be considered in patients with a history of a severe reaction to penicillin, neither the major nor minor determinants are commercially available at this time. In patients with a history of a possible IgE‐mediated reaction and when there is no suitable alternative antibiotic (usually determined from infectious diseases consultation), desensitization to beta‐lactams or carbapenems can be considered. Desensitization should be reserved only for clinicians experienced with these techniques, preferably in consultation with a specialist in allergy and immunology. Patients who report a non‐IgE‐mediated reaction may be prescribed a cephalosporin if necessary (preferably a third‐generation or fourth‐generation).14

8. An Abrupt Increase in Leukocytosis In a Hospitalized Patient Should Prompt Consideration of Clostridium difficile Infection

In recent years, there has been a marked increase in the incidence and severity of Clostridium difficile (C. difficile) infection (CDI). A new hypervirulent strain, NAP1/BI/027, has emerged and is becoming endemic in the United States, Canada, and Europe. Typically C. difficile causes diarrhea, abdominal pain, and fever. Often patients have received antibiotics in the recent past, placing them at higher risk, but cases can occur sporadically (even in the community setting) or be transmitted nosocomially. Early detection appears to be essential in reducing the serious morbidity and mortality associated with this disease. Observational studies suggested that C. difficile infection is a common cause of unexplained leukocytosis or a sudden worsening of preexisting leukocytosis.15, 16 In a prospective study evaluating 60 patients with unexplained leukocytosis (white blood cell count 15,000/mm3), 58% of patients with leukocytosis in the absence of localizing symptoms and signs of infection were subsequently diagnosed with CDI. The authors believe that the percent may have been as high as 73% when they included patients with a negative toxin assay who rapidly responded to metronidazole therapy.17 White blood cell counts can range from 10,000 to 20,000/mm3 in moderate disease. Counts as high as 40,000/mm3 can occur, especially in patients with severe disease. Although the use of clindamycin and cephalosporins have been classically associated with the subsequent development of CDI, the current widespread use of fluoroquinolones has led to significant fluoroquinolone resistance among strains of C. difficile, especially the hypervirulent NAP1/BI/027 strain.18 The judicious use of antibiotics, especially fluoroquinolones, remains the cornerstone in preventing CDI. Remember that hand washing with soap and water is essential as alcohol‐based hand sanitizers do not eradicate the C. difficile spores. The drug of choice for initial treatment of mild to moderate CDI remains oral metronidazole, and it may be used for a first recurrence of CDI. Increasing data support the use of oral vancomycin for moderately severe to severe CDI or for multiple recurrences.19 Intravenous metronidazole is often added to oral vancomycin in patients with ileus, but it is not reliably effective alone for CDI.

9. Fever Is Common in the First 48 Hours After a Major Surgical Procedure, and Is a Poor Indicator of Infection. The use of Antibiotics in Response to Fever in the Absence of Other Localizing Signs and Symptoms of Infection Should Be Avoided

Early postoperative fever is relatively common but most fevers that develop within the first 48 hours after surgery do not have an infectious etiology.2023 However, fever that begins or persists beyond the fifth postoperative day is much more likely to represent a clinically significant infection. The continued use of antibiotics outside the window for wound prophylaxis (>24 hours) does not decrease the risk of postoperative infection but it does increase the risk of acquiring resistant bacteria and adverse drug reactions, including CDI.

10. Facts All Clinicians Should Know About Patients with HIV Infection

The 2 most common laboratory abnormalities routinely associated with antiretroviral therapy for HIV infection are unconjugated hyperbilirubinemia associated with atazanavir and an elevated mean corpuscular volume (MCV) associated with zidovudine (and, to a lesser extent, stavudine). Immune reconstitution inflammatory syndrome (IRIS) is a condition seen in patients with advanced acquired immune deficiency syndrome (AIDS) who have recently started antiretroviral therapy. As the immune system begins to recover, it may respond to a previously acquired opportunistic infection with an overwhelming inflammatory response that paradoxically makes the symptoms of infection worse. IRIS is associated with a pathological inflammatory response that can have substantial morbidity and mortality.24 For this reason, when considering whether to start or stop continuous or highly active antiretroviral therapy (also known as HAART), an infectious diseases consult is recommended. Pneumocystis jiroveci (PCP) remains a cause of pneumonia in patients with advanced AIDS' though in the era of HAART, its presentation may be more subtle. Finally, the principle of parsimony (Occam's razor) often does not hold in the diagnosis of opportunistic infections in patients with advanced AIDS, as these patients can often present with multiple infections simultaneously.25, 26

Conclusion

Infectious diseases are commonly encountered by physicians who care for hospitalized patients. Early recognition, evaluation, and appropriate treatment and/or referral to an infectious diseases specialist are necessary to moderate the significant morbidity and mortality that are often associated with infectious diseases.

References
  1. Kim JH,Gallis HA.Observations on spiraling empiricism: its causes, allure, and perils, with particular reference to antibiotic therapy.Am J Med.1989;87(2):201206.
  2. Pappas PG,Rex JH,Sobel JD, et al.Guidelines for the treatment of candidiasis.Clin Infect Dis.2004;38:161189.
  3. Baddour LM,Wilson WR,Bayer AS, et al.Infective endocarditis: diagnosis, antimicrobial therapy, and management of complications: a statement for healthcare professionals from the Committee on Rheumatic Fever, Endocarditis, and Kawasaki Disease, Council on Cardiovascular Disease in the Young, and the Councils on Clinical Cardiology, Stroke, and Cardiovascular Surgery and Anesthesia, American Heart Association: endorsed by the Infectious Diseases Society of America.Circulation.2005;111:e394e434.
  4. Cosgrove SE,Fowler VG.Management of methicillin‐resistant Staphylococcus aureus bacteremia.Clin Infect Dis.2008;46:S386S393.
  5. Nguyen MH,Peacock JE,Tanner DC, et al.Therapeutic approaches in patients with candidemia. Evaluation in a multicenter, prospective, observational study.Arch Intern Med.1995;155(22):24292435.
  6. Luzzati R,Amalfitano G,Lazzarini L, et al.Nosocomial candidemia in non‐neutropenic patients at an Italian tertiary care hospital.Eur J Clin Microbiol Infect Dis.2000;19(8):602607.
  7. Kauffman CA.Candidemia in adults. In: Marr KA, ed.UpToDate.Waltham, MA:UpToDate, Inc.;2008.
  8. Nicolle LE,Bradley S,Colgan R, et al.Infectious Diseases Society of America guidelines for the diagnosis and treatment of asymptomatic bacteriuria in adults.Clin Infect Dis.2005;40(5):643654.
  9. Nicolle LE.Asymptomatic bacteriuria: when to screen and when to treat.Infect Dis Clin North Am.2003;17(2):367394.
  10. Yates AB.Management of patients with a history of allergy to beta‐lactam antibiotics.Am J Med.2008;121(7):572576.
  11. Robinson JL,Hameed T,Carr S.Practical aspects of choosing an antibiotic for patients with a reported allergy to an antibiotic.Clin Infect Dis.2002;35(1):2631.
  12. Bass JW,Crowley DM,Steele RW, et al.Adverse effects of orally administered ampicillin.J Pediatr.1973;83:106108.
  13. Romano A,Viola M,Guéant‐Rodriguez RM, et al.Brief communication: tolerability of meropenem in patients with IgE‐mediated hypersensitivity to penicillins.Ann Intern Med.2007;146(4):266269.
  14. Salkind AR,Cuddy PG,Foxworth JW.The rational clinical examination. Is this patient allergic to penicillin? An evidence‐based analysis of the likelihood of penicillin allergy.JAMA.2001;285(19):24982505.
  15. Wanahita A,Goldsmith E,Musher D.Leukocytosis in a tertiary care hospital with particular attention to the role of infection caused by Clostridium difficile.Clin Infect Dis.2002;34:15851592.
  16. Bulusu M,Narayan S,Shetler K,Triadafilopoulos G.Leukocytosis as a harbinger and surrogate marker of Clostridium difficile infection in hospitalized patients with diarrhea.Am J Gastroenterol.2000;95:31373141.
  17. Wanahita A,Goldsmith EA,Marino BJ,Musher DM.Clostridium difficile infection in patients with unexplained leukocytosis.Am J Med.2003;115:543546.
  18. Blossom DB,McDonald LC.The challenges posed by reemerging Clostridium difficile infection.Clin Infect Dis.2007;45(2):222227.
  19. Gerding DN,Muto CA,Owens RC.Treatment of Clostridium difficile infection.Clin Infect Dis.2008;46(suppl 1):S32S42.
  20. Vermeulen H,Storm‐Versloot MN,Goossens A,Speelman P,Legemate DA.Diagnostic accuracy of routine postoperative body temperature measurements.Clin Infect Dis.2005;40:14041410.
  21. Dellinger EP.Should we measure body temperature for patients who have recently undergone surgery?Clin Infect Dis.2005;40(10):14111412.
  22. Garibaldi RA,Brodine S,Matsumiya S,Coleman M.Evidence for the noninfectious etiology of early postoperative fever.Infect Control.1985;6:273277.
  23. Pile JC.Evaluating postoperative fever: a focused approach.Cleve Clin J Med.2006;73(suppl 1):S62S66.
  24. Shelburne SA,Montes M,Hamill RJ.Immune reconstitution inflammatory syndrome: more answers, more questions.J Antimicrob Chemother.2006;57(2):167170.
  25. Hilliard AA,Weinberger SE,Tierney LM,Midthun DE,Saint S.Clinical problem‐solving. Occam's razor versus Saint's Triad.N Engl J Med.2004;350(6):599603.
  26. Lo Re V,Bellini LM.William of Occam and Occam's razor.Ann Intern Med.2002;136(8):634635.
References
  1. Kim JH,Gallis HA.Observations on spiraling empiricism: its causes, allure, and perils, with particular reference to antibiotic therapy.Am J Med.1989;87(2):201206.
  2. Pappas PG,Rex JH,Sobel JD, et al.Guidelines for the treatment of candidiasis.Clin Infect Dis.2004;38:161189.
  3. Baddour LM,Wilson WR,Bayer AS, et al.Infective endocarditis: diagnosis, antimicrobial therapy, and management of complications: a statement for healthcare professionals from the Committee on Rheumatic Fever, Endocarditis, and Kawasaki Disease, Council on Cardiovascular Disease in the Young, and the Councils on Clinical Cardiology, Stroke, and Cardiovascular Surgery and Anesthesia, American Heart Association: endorsed by the Infectious Diseases Society of America.Circulation.2005;111:e394e434.
  4. Cosgrove SE,Fowler VG.Management of methicillin‐resistant Staphylococcus aureus bacteremia.Clin Infect Dis.2008;46:S386S393.
  5. Nguyen MH,Peacock JE,Tanner DC, et al.Therapeutic approaches in patients with candidemia. Evaluation in a multicenter, prospective, observational study.Arch Intern Med.1995;155(22):24292435.
  6. Luzzati R,Amalfitano G,Lazzarini L, et al.Nosocomial candidemia in non‐neutropenic patients at an Italian tertiary care hospital.Eur J Clin Microbiol Infect Dis.2000;19(8):602607.
  7. Kauffman CA.Candidemia in adults. In: Marr KA, ed.UpToDate.Waltham, MA:UpToDate, Inc.;2008.
  8. Nicolle LE,Bradley S,Colgan R, et al.Infectious Diseases Society of America guidelines for the diagnosis and treatment of asymptomatic bacteriuria in adults.Clin Infect Dis.2005;40(5):643654.
  9. Nicolle LE.Asymptomatic bacteriuria: when to screen and when to treat.Infect Dis Clin North Am.2003;17(2):367394.
  10. Yates AB.Management of patients with a history of allergy to beta‐lactam antibiotics.Am J Med.2008;121(7):572576.
  11. Robinson JL,Hameed T,Carr S.Practical aspects of choosing an antibiotic for patients with a reported allergy to an antibiotic.Clin Infect Dis.2002;35(1):2631.
  12. Bass JW,Crowley DM,Steele RW, et al.Adverse effects of orally administered ampicillin.J Pediatr.1973;83:106108.
  13. Romano A,Viola M,Guéant‐Rodriguez RM, et al.Brief communication: tolerability of meropenem in patients with IgE‐mediated hypersensitivity to penicillins.Ann Intern Med.2007;146(4):266269.
  14. Salkind AR,Cuddy PG,Foxworth JW.The rational clinical examination. Is this patient allergic to penicillin? An evidence‐based analysis of the likelihood of penicillin allergy.JAMA.2001;285(19):24982505.
  15. Wanahita A,Goldsmith E,Musher D.Leukocytosis in a tertiary care hospital with particular attention to the role of infection caused by Clostridium difficile.Clin Infect Dis.2002;34:15851592.
  16. Bulusu M,Narayan S,Shetler K,Triadafilopoulos G.Leukocytosis as a harbinger and surrogate marker of Clostridium difficile infection in hospitalized patients with diarrhea.Am J Gastroenterol.2000;95:31373141.
  17. Wanahita A,Goldsmith EA,Marino BJ,Musher DM.Clostridium difficile infection in patients with unexplained leukocytosis.Am J Med.2003;115:543546.
  18. Blossom DB,McDonald LC.The challenges posed by reemerging Clostridium difficile infection.Clin Infect Dis.2007;45(2):222227.
  19. Gerding DN,Muto CA,Owens RC.Treatment of Clostridium difficile infection.Clin Infect Dis.2008;46(suppl 1):S32S42.
  20. Vermeulen H,Storm‐Versloot MN,Goossens A,Speelman P,Legemate DA.Diagnostic accuracy of routine postoperative body temperature measurements.Clin Infect Dis.2005;40:14041410.
  21. Dellinger EP.Should we measure body temperature for patients who have recently undergone surgery?Clin Infect Dis.2005;40(10):14111412.
  22. Garibaldi RA,Brodine S,Matsumiya S,Coleman M.Evidence for the noninfectious etiology of early postoperative fever.Infect Control.1985;6:273277.
  23. Pile JC.Evaluating postoperative fever: a focused approach.Cleve Clin J Med.2006;73(suppl 1):S62S66.
  24. Shelburne SA,Montes M,Hamill RJ.Immune reconstitution inflammatory syndrome: more answers, more questions.J Antimicrob Chemother.2006;57(2):167170.
  25. Hilliard AA,Weinberger SE,Tierney LM,Midthun DE,Saint S.Clinical problem‐solving. Occam's razor versus Saint's Triad.N Engl J Med.2004;350(6):599603.
  26. Lo Re V,Bellini LM.William of Occam and Occam's razor.Ann Intern Med.2002;136(8):634635.
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Journal of Hospital Medicine - 5(1)
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Journal of Hospital Medicine - 5(1)
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