Evidence map›Paper›PMID 41704718›Full record

ArticleERJ open research2026

Differentiating benign and malignant solitary pulmonary nodules through exhaled breath analysis.

Kathleen Zwijsen, Reinier R L Wener, Ellen Heirwegh, Jan P van Meerbeeck, Eline Schillebeeckx, Jo Raskin, Elly Marcq, Paul E Van Schil, Annemiek Snoeckx, Annelies Janssens and 1 more

Abstract read
In one paragraph

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.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

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.

2 · The registry

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.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

11 authors.

Kathleen ZwijsenLaboratory of Experimental Medicine and Pediatrics, Infla-Med Center of Excellence, University of Antwerp, Antwerp, Belgium.ORCID https://orcid.org/0000-0002-6197-3987
Reinier R L WenerLaboratory of Experimental Medicine and Pediatrics, Infla-Med Center of Excellence, University of Antwerp, Antwerp, Belgium.
Ellen HeirweghLaboratory of Experimental Medicine and Pediatrics, Infla-Med Center of Excellence, University of Antwerp, Antwerp, Belgium.
Jan P van MeerbeeckLaboratory of Experimental Medicine and Pediatrics, Infla-Med Center of Excellence, University of Antwerp, Antwerp, Belgium.
Eline SchillebeeckxLaboratory of Experimental Medicine and Pediatrics, Infla-Med Center of Excellence, University of Antwerp, Antwerp, Belgium.
Jo RaskinFaculty of Medicine and Health Sciences, University of Antwerp, Antwerp, Belgium.ORCID https://orcid.org/0000-0001-8029-4093
Elly MarcqCenter for Oncological Research (CORE), Integrated Personalized and Precision Oncology Network (IPPON), University of Antwerp, Antwerp, Belgium.
Paul E Van SchilDepartment of Thoracic and Vascular Surgery, Antwerp University Hospital and Antwerp University, Edegem, Belgium.
Annemiek SnoeckxDepartment of Pulmonology and Thoracic Oncology, Antwerp University Hospital, Edegem, Belgium.
Annelies JanssensFaculty of Medicine and Health Sciences, University of Antwerp, Antwerp, Belgium.
Kevin LamoteLaboratory of Experimental Medicine and Pediatrics, Infla-Med Center of Excellence, University of Antwerp, Antwerp, Belgium.ORCID https://orcid.org/0000-0002-9500-7461

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

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.

Identifiers

PMID41704718
PMCPMC12907813

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.