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BREATHOMICS FOR MESOTHELIOMA DETECTION: A SYSTEMATIC REVIEW AND META-ANALYSIS OF VOLATILE ORGANIC COMPOUNDS-BASED NON-INVASIVE DIAGNOSTICS
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Malignant pleural mesothelioma (MPM) is a rare but fatal cancer associated with asbestos exposure, causing over 30,000 deaths annually. Due to its long latency and non-specific symptoms, early diagnosis remains challenging. Breath analysis of volatile organic compounds (VOCs) offers a non-invasive method potentially capable of detecting MPM before radiologic signs appear. This meta-analysis evaluates the diagnostic accuracy of VOC-based breathomics in MPM detection from healthy controls (HC), asbestos-exposed individuals (AE), and other asbestos-related diseases (ARD). A systematic search of PubMed, Scopus, Web of Science, and ScienceDirect identified 2.956 articles, of which six cross-sectional studies (n=618) met PRISMA-based inclusion criteria: (1) VOC-based breath analysis using GC–MS, MCC/IMS, CDA–PCA, or e-nose; (2) reporting diagnostic accuracy metrics (Sn, Sp, AUC, PPV, NPV); (3) including MPM, HC, and AE groups; and (4) comparison with standard diagnostic references. Risk of bias was assessed via QUADAS-2; publication bias with funnel plots and Egger’s test; and bivariate meta-analysis conducted using REML in R. Compared to HC, VOC-breathomics yielded a sensitivity of 0.830, and AUC of 0.786 (I² ? 29.1%). Against AE and ARD, sensitivity was 0.877 and 0.807; AUCs were 0.860 and 0.815 (I² ? 0%). LogDORs were 2.86 (HC), 3.42 (AE), and 2.72 (ARD). Publication bias was detected for HC (p=0.0464) but not AE/ARD. VOCs such as cyclohexane, benzonitrile, a-pinene have been identified as markers for MPM and lung cancer. VOCs from breath analysis show strong potential for early and non-invasive MPM diagnosis. Integration into clinical screening may enhance early detection and outcomes. Larger validation studies are needed.
Universitas Maarif Hasyim Latif Sidoarjo
Title: BREATHOMICS FOR MESOTHELIOMA DETECTION: A SYSTEMATIC REVIEW AND META-ANALYSIS OF VOLATILE ORGANIC COMPOUNDS-BASED NON-INVASIVE DIAGNOSTICS
Description:
Malignant pleural mesothelioma (MPM) is a rare but fatal cancer associated with asbestos exposure, causing over 30,000 deaths annually.
Due to its long latency and non-specific symptoms, early diagnosis remains challenging.
Breath analysis of volatile organic compounds (VOCs) offers a non-invasive method potentially capable of detecting MPM before radiologic signs appear.
This meta-analysis evaluates the diagnostic accuracy of VOC-based breathomics in MPM detection from healthy controls (HC), asbestos-exposed individuals (AE), and other asbestos-related diseases (ARD).
A systematic search of PubMed, Scopus, Web of Science, and ScienceDirect identified 2.
956 articles, of which six cross-sectional studies (n=618) met PRISMA-based inclusion criteria: (1) VOC-based breath analysis using GC–MS, MCC/IMS, CDA–PCA, or e-nose; (2) reporting diagnostic accuracy metrics (Sn, Sp, AUC, PPV, NPV); (3) including MPM, HC, and AE groups; and (4) comparison with standard diagnostic references.
Risk of bias was assessed via QUADAS-2; publication bias with funnel plots and Egger’s test; and bivariate meta-analysis conducted using REML in R.
Compared to HC, VOC-breathomics yielded a sensitivity of 0.
830, and AUC of 0.
786 (I² ? 29.
1%).
Against AE and ARD, sensitivity was 0.
877 and 0.
807; AUCs were 0.
860 and 0.
815 (I² ? 0%).
LogDORs were 2.
86 (HC), 3.
42 (AE), and 2.
72 (ARD).
Publication bias was detected for HC (p=0.
0464) but not AE/ARD.
VOCs such as cyclohexane, benzonitrile, a-pinene have been identified as markers for MPM and lung cancer.
VOCs from breath analysis show strong potential for early and non-invasive MPM diagnosis.
Integration into clinical screening may enhance early detection and outcomes.
Larger validation studies are needed.
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