J. Respir., Volume 5, Issue 3 (September 2025) – 4 articles

Background: This study aimed to develop a nomogram based on the most relevant clinical, CT, and radiomic features comprising 11 key signatures (2 clinical, 2 CT-based, and 7 radiomic) for the non-invasive prediction of the EGFR mutation status and to support the timely initiation of tyrosine kinase inhibitor (TKI) therapy in patients with non-small cell lung cancer (NSCLC) adenocarcinoma. Methods: Retrospective real-world data were collected from 521 patients with histologically confirmed NSCLC adenocarcinoma who underwent CT imaging and either surgical resection or pathological biopsy for EGFR mutation testing. Five Random Forest classification models were developed and trained on various datasets constructed by combining clinical, CT, and radiomic features extracted from CT image regions of interest (ROIs), with and without feature preselection. Results: The model trained exclusively on the most relevant clinical, CT, and radiomic features demonstrated superior predictive performance compared to the other models, with strong discrimination between EGFR-mutant and wild-type cases (AUC = 0.88; macro-average = 0.90; micro-average = 0.89; precision = 0.90; recall = 0.94; F1-score = 0.91; and accuracy = 0.87). Conclusions: A nomogram constructed using a Random Forest model trained solely on the most informative clinical, CT, and radiomic features outperformed alternative approaches in the non-invasive prediction of the EGFR mutation status, offering a promising decision-support tool for precision treatment planning in NSCLC. Full article

Interstitial pneumonia is a general term for diseases in which inflammation occurs mainly in the interstitium of the lung. It is also pointed out that interstitial pneumonia reduces alveolar function and makes it difficult to take in oxygen through inspiration, causing symptoms such as dyspnea and coughing, which may eventually lead to respiratory failure. At present, there is no effective treatment, and only conservative treatment exists. This time, we report that the therapeutic effect was confirmed in patients with interstitial pneumonia who took platinum palladium. In this case, improvement tendencies were observed in patients with Idiopathic pulmonary fibrosis (IPF), but improvement tendencies were also observed in many other lung diseases. In order to explore the mechanism, AMPK was measured at the in vitro level, and blood KL-6 and hydrogen peroxide levels in the patient were measured at the in vivo level. AMPK values were significantly elevated by more than 800%, and KL-6 and hydrogen peroxide levels were also significantly decreased by drinking platinum palladium. Platinum palladium exhibits a strong antioxidant effect and is the only substance in the world that can approach all four types of active oxygen. In addition, when it was actually administered to patients, there were cases of dramatic improvement, and it was confirmed that KL-6, a parameter of lung function, decreased in 16 out of 32 patients, and furthermore, oxygen inhalation was completed. Patients were also seen. It was suggested that increasing the number of cases in the future may help improve interstitial pneumonia. Full article

Introduction: Computed tomography-guided biopsies (CTGB) are essential in diagnosing various conditions, particularly in respiratory medicine, with lung cancer being a primary focus. A significant complication associated with CTGB is pneumothorax, which can occur in up to 26% of cases. At Northumbria Healthcare NHS Foundation Trust, a large interventional service collaborates closely with radiologists and respiratory physicians. This study aims to evaluate the incidence of pneumothorax following CTGB. Methods: A retrospective service review was conducted on all lung parenchymal CTGBs performed between April 2011 and July 2023, with approval from the local information governance. Demographic data and clinical outcomes were analyzed using descriptive statistics. Continuous variables are presented as medians with interquartile ranges (IQR), while categorical variables are reported as frequencies and percentages. Results: A total of 1492 CT-guided lung biopsies were analyzed. The median age of patients was 72 years (IQR 10.5), and 50.9% were male. Pneumothorax occurred in 23.8% (n = 355) of cases. Of these, 159 (44.8%) were detected on post-biopsy CT scans. The average number of pleural passes was 1.8 (range 1–4). Among those with pneumothorax, 53.6% had radiologically evident emphysema. The median forced expiratory volume in 1 s (FEV1) was 1.97 L (IQR 1.04). Sixty-seven percent (n = 234) of patients had no pleural contact, and the median lesion size was 26 mm (IQR 24). Seventy-two percent (n = 255) of lesions with pneumothoraces were less than 3 cm deep. Forty-four percent of biopsies were performed using 18 French gauge tru-cut needles. Of the 355 pneumothoraces, 89% (n = 315) were managed conservatively, with 42 requiring pleural intervention (41 small-bore 12 Fr intercostal chest drains and one pleural vent). Symptoms were initially present in 40 cases, and two cases developed symptoms up to 7 days post-procedure. Conclusions: The incidence of pneumothorax is consistent with expected rates, with more occurrences observed in biopsies of smaller lesions lacking pleural contact, lesions with surrounding emphysema, and cases requiring multiple pleural passes. FEV1 does not appear to influence the risk of pneumothorax. Conservative management is generally effective, without significant complications. Full article

Background: DLco remains one of the most commonly performed tests in the pulmonary lab. An isolated reduction in DLco is a unique abnormality with specific differentials when evaluating a patient with dyspnea. There remains a significant misunderstanding amongst young pulmonologists and pulmonary trainees regarding DLco and its relationship with alveolar volume and kco. Objective: This review aims to provide a physiological basis for the DLco test and bust the myth of “DLco corrected for lung volume.” Method: A systematic review of the available literature regarding alveolar gas-exchange physiology, measurement methods of DLco, the interplay of different variables associated with it, and the causes of its reduction was performed. Focused physiological data were used to put together a comprehensive review of isolated reductions in DLco. The second part of this review addresses the critical and interdependent relationship between DLco and alveolar volume (VA). Results: DLco has a unique relationship with lung volume that needs to be considered while interpreting its value. Diffusion capacity per unit volume (kco) is an independent factor that, when combined with DLco and VA, helps accurately interpret the test and narrow down differentials. Conclusion: DLco is an extremely valuable test and an important prognostic tool in many patients with dyspnea. An isolated reduction in DLco is increasingly recognized these days as an early marker of detection for various pulmonary parenchymal and vascular diseases. A detailed physiopathological explanation, followed by the proposed algorithm, should help pulmonary physicians and trainees understand and implement DLco’s relationships in their daily patient care. Full article