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AI Tools Could Change Pulmonological Imaging and Prognosis


 

Nonsolid Imaging

The challenges in navigation include “improving the diagnosis of lung lesions that are nonsolid, known as ground glass opacities, and verifying it as an additional treatment option for lung nodules in patients who are not candidates for surgical resection,” said Dr. Pajares.

Tess Kramer, PhD, of Amsterdam University Medical Center, Amsterdam, the Netherlands, advocates for the combined use of different technologies to have a beneficial impact on patients’ clinical outcomes.

Robotic bronchoscopy has been implemented in the United States for several years, enhancing the precision of lung nodule diagnosis. However, “currently, there are no clear differences in the diagnostic performance of robotic bronchoscopy compared with navigation in general. Soon, there will be studies to assess in which type of nodules one technique may be more cost-effective.” No centers in Spain have this technology yet, “although some are already evaluating the acquisition of robotic bronchoscopy; it’s only a matter of time,” said Dr. Pajares.

Improvements in echobronchoscopy technology include high-quality image processors and smaller device calibers with greater angulation to diagnose lesions and hard-to-reach adenopathies. From an imaging perspective, AI, combined with the creation of risk calculators, could enable the prediction of lymph node malignancy.

Moreover, the use of small-caliber cryoprobes (1.1 mm) for obtaining samples of adenopathies (cryoEBUS) has enhanced diagnosis by enabling larger tissue samples. Current studies are being conducted to confirm the utility of cryoEBUS in pathologies requiring extensive molecular and immunohistochemical studies for diagnosing lymphoproliferative syndromes or neoplasms.

In a different context, liquid biopsy, a recent laboratory technology unrelated to bronchoscopy, allows the analysis of blood/pleural fluid samples that were extracted using the aforementioned technologies to locate tumor cells and differentiate between malignancy and benignity.

The Challenge of Pneumonitis

Samantha Aso, MD, a pulmonologist, member of the Catalan Society of Pulmonology, and specialist at the Lung Unit of Bellvitge University Hospital in Barcelona, Spain, discussed the challenge of managing pneumonitis in oncology patients.

Pneumonitis is an inflammation of the lungs that can be secondary to treatments, such as oncological therapy, which is the leading cause in 15%-50% of cases. Most oncological treatments can result in this process, including chemotherapy, chest radiotherapy, targeted therapies, conjugated monoclonal antibodies, and monotherapy.

To date, there is no known idiosyncratic cause of this process, except for autoimmune diseases. Pulmonary fibrosis is believed to be a risk factor. “Patients with interstitial lung disease and pulmonary fibrosis have been found to have a higher mortality risk due to pneumonitis. Consequently, cancer treatment cannot be administered to these patients,” said Dr. Aso.

Pulmonologists face the challenge of managing pneumonitis secondary to monotherapy, which currently is treated with cortisone. Patients respond well to this medication, but after corticosteroid withdrawal, reinflammation may occur. “In pneumonitis patients, oncological treatment (monotherapy) should be suspended while pulmonologists manage the pneumonitis with corticosteroids. However, we are uncertain about how rapidly or slowly to reduce the dosage. We cannot taper these doses as quickly as desired because reinflammation may occur, and to date, there are no alternative treatments apart from corticosteroids,” said Dr. Aso.

She noted that excellent survival results are achieved with monotherapy, but further research is required on the safety of antineoplastic drugs as a secondary endpoint. “Suspending oncological treatment due to pneumonitis means that patients are not receiving adequate cancer treatment, which has a significant psychological impact that also needs to be addressed,” Dr. Aso concluded.

Dr. Pajares and Dr. Aso declared no relevant financial relationships.

This story was translated from the Medscape Spanish edition using several editorial tools, including AI, as part of the process. Human editors reviewed this content before publication. A version of this article appeared on Medscape.com.

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