ArticleERJ open research2026
Differentiating benign and malignant solitary pulmonary nodules through exhaled breath analysis.
Article in ERJ open research, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
1 citing paper in PubMed.
- Out of the ivory tower: transitioning breathomics to clinical care.ERJ open research · 2026Article
Corrections and comments
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Authors and funding
11 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Background: Lung cancer remains the leading cause of cancer-related deaths worldwide, with early detection significantly improving survival. Lung nodules are a common finding, both as incidental solitary pulmonary nodules (SPNs) and in lung cancer screening programmes. Accurately distinguishing benign from malignant nodules, particularly small ones, remains challenging. Determining which nodules require further investigation is crucial for optimising early lung cancer detection and reducing unnecessary procedures. Therefore, volatile organic compounds (VOCs) in exhaled breath are analysed using multicapillary column/ion mobility spectrometry (MCC/IMS) to differentiate malignant from benign SPNs, serving as potential biomarkers for lung cancer. Methods: A total of 65 patients with an incidental, solitary pulmonary malignant (n=41) or benign (n=24) nodule were prospectively included. Two models were developed: a pre-computed tomography (CT) scan situation for triaging high-risk individuals prior to imaging, and a post-CT scan situation to assist with nodule management and follow-up. Results: Four VOCs (VOC37, VOC46, VOC58 and VOC128) were identified as key compounds, showing strong diagnostic performance (area under the curve 0.900 for pre-CT scan and 0.897 for post-CT scan). Conclusions: Our findings suggest that breath analysis could improve nodule management by refining patient selection for CT screening and reducing unnecessary invasive procedures or follow-up scans. Further validation through larger multicentre studies is needed to confirm these results.
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Registered trials
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