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Volatile organic compounds in breath can serve as a non‐invasive diagnostic biomarker for the detection of advanced adenomas and colorectal cancer

BACKGROUND: Colorectal cancer (CRC) is the third most common cancer diagnosis in the Western world. AIM: To evaluate exhaled volatile organic compounds (VOCs) as a non‐invasive biomarker for the detection of CRC and precursor lesions using an electronic nose. METHODS: In this multicentre study adult...

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Autores principales: van Keulen, Kelly E., Jansen, Maud E., Schrauwen, Ruud W. M., Kolkman, Jeroen J., Siersema, Peter D.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7003780/
https://www.ncbi.nlm.nih.gov/pubmed/31858615
http://dx.doi.org/10.1111/apt.15622
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author van Keulen, Kelly E.
Jansen, Maud E.
Schrauwen, Ruud W. M.
Kolkman, Jeroen J.
Siersema, Peter D.
author_facet van Keulen, Kelly E.
Jansen, Maud E.
Schrauwen, Ruud W. M.
Kolkman, Jeroen J.
Siersema, Peter D.
author_sort van Keulen, Kelly E.
collection PubMed
description BACKGROUND: Colorectal cancer (CRC) is the third most common cancer diagnosis in the Western world. AIM: To evaluate exhaled volatile organic compounds (VOCs) as a non‐invasive biomarker for the detection of CRC and precursor lesions using an electronic nose. METHODS: In this multicentre study adult colonoscopy patients, without inflammatory bowel disease or (previous) malignancy, were invited for breath analysis. Two‐thirds of the breath tests were randomly assigned to develop training models which were used to predict the diagnosis of the remaining patients (external validation). In the end, all data were used to develop final‐disease models to further improve the discriminatory power of the algorithms. RESULTS: Five hundred and eleven breath samples were collected. Sixty‐four patients were excluded due to an inadequate breath test (n = 51), incomplete colonoscopy (n = 8) or colitis (n = 5). Classification was based on the most advanced lesion found; CRC (n = 70), advanced adenomas (AAs) (n = 117), non‐advanced adenoma (n = 117), hyperplastic polyp (n = 15), normal colonoscopy (n = 125). Training models for CRC and AAs had an area under the curve (AUC) of 0.76 and 0.71 and blind validation resulted in an AUC of 0.74 and 0.61 respectively. Final models for CRC and AAs yielded an AUC of 0.84 (sensitivity 95% and specificity 64%) and 0.73 (sensitivity and specificity 79% and 59%) respectively. CONCLUSIONS: This study suggests that exhaled VOCs could potentially serve as a non‐invasive biomarker for the detection of CRC and AAs. Future studies including more patients could further improve the discriminatory potential of VOC analysis for the detection of (pre‐)malignant colorectal lesions. (https://clinicaltrials.gov Identifier NCT03488537)
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spelling pubmed-70037802020-02-10 Volatile organic compounds in breath can serve as a non‐invasive diagnostic biomarker for the detection of advanced adenomas and colorectal cancer van Keulen, Kelly E. Jansen, Maud E. Schrauwen, Ruud W. M. Kolkman, Jeroen J. Siersema, Peter D. Aliment Pharmacol Ther Breath Analysis for Diagnosis of Colorectal Adenomas and Cancer BACKGROUND: Colorectal cancer (CRC) is the third most common cancer diagnosis in the Western world. AIM: To evaluate exhaled volatile organic compounds (VOCs) as a non‐invasive biomarker for the detection of CRC and precursor lesions using an electronic nose. METHODS: In this multicentre study adult colonoscopy patients, without inflammatory bowel disease or (previous) malignancy, were invited for breath analysis. Two‐thirds of the breath tests were randomly assigned to develop training models which were used to predict the diagnosis of the remaining patients (external validation). In the end, all data were used to develop final‐disease models to further improve the discriminatory power of the algorithms. RESULTS: Five hundred and eleven breath samples were collected. Sixty‐four patients were excluded due to an inadequate breath test (n = 51), incomplete colonoscopy (n = 8) or colitis (n = 5). Classification was based on the most advanced lesion found; CRC (n = 70), advanced adenomas (AAs) (n = 117), non‐advanced adenoma (n = 117), hyperplastic polyp (n = 15), normal colonoscopy (n = 125). Training models for CRC and AAs had an area under the curve (AUC) of 0.76 and 0.71 and blind validation resulted in an AUC of 0.74 and 0.61 respectively. Final models for CRC and AAs yielded an AUC of 0.84 (sensitivity 95% and specificity 64%) and 0.73 (sensitivity and specificity 79% and 59%) respectively. CONCLUSIONS: This study suggests that exhaled VOCs could potentially serve as a non‐invasive biomarker for the detection of CRC and AAs. Future studies including more patients could further improve the discriminatory potential of VOC analysis for the detection of (pre‐)malignant colorectal lesions. (https://clinicaltrials.gov Identifier NCT03488537) John Wiley and Sons Inc. 2019-12-20 2020-02 /pmc/articles/PMC7003780/ /pubmed/31858615 http://dx.doi.org/10.1111/apt.15622 Text en © 2019 The Authors. Alimentary Pharmacology & Therapeutics published by John Wiley & Sons Ltd This is an open access article under the terms of the http://creativecommons.org/licenses/by-nc-nd/4.0/ License, which permits use and distribution in any medium, provided the original work is properly cited, the use is non‐commercial and no modifications or adaptations are made.
spellingShingle Breath Analysis for Diagnosis of Colorectal Adenomas and Cancer
van Keulen, Kelly E.
Jansen, Maud E.
Schrauwen, Ruud W. M.
Kolkman, Jeroen J.
Siersema, Peter D.
Volatile organic compounds in breath can serve as a non‐invasive diagnostic biomarker for the detection of advanced adenomas and colorectal cancer
title Volatile organic compounds in breath can serve as a non‐invasive diagnostic biomarker for the detection of advanced adenomas and colorectal cancer
title_full Volatile organic compounds in breath can serve as a non‐invasive diagnostic biomarker for the detection of advanced adenomas and colorectal cancer
title_fullStr Volatile organic compounds in breath can serve as a non‐invasive diagnostic biomarker for the detection of advanced adenomas and colorectal cancer
title_full_unstemmed Volatile organic compounds in breath can serve as a non‐invasive diagnostic biomarker for the detection of advanced adenomas and colorectal cancer
title_short Volatile organic compounds in breath can serve as a non‐invasive diagnostic biomarker for the detection of advanced adenomas and colorectal cancer
title_sort volatile organic compounds in breath can serve as a non‐invasive diagnostic biomarker for the detection of advanced adenomas and colorectal cancer
topic Breath Analysis for Diagnosis of Colorectal Adenomas and Cancer
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7003780/
https://www.ncbi.nlm.nih.gov/pubmed/31858615
http://dx.doi.org/10.1111/apt.15622
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