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Metabolomics study identified bile acids as potential biomarkers for gastric cancer: A case control study
Gastric cancer (GC) is a common lethal malignancy worldwide. Gastroscopy is an effective screening technique for decreasing mortality. However, there are still limited useful non-invasive markers for early detection of GC. Bile acids are important molecules for the modulation of energy metabolism. W...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9715751/ https://www.ncbi.nlm.nih.gov/pubmed/36465663 http://dx.doi.org/10.3389/fendo.2022.1039786 |
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author | Pan, Chen Deng, Dawei Wei, Tianfu Wu, Zeming Zhang, Biao Yuan, Qihang Liang, Guogang Liu, Yanfeng Yin, Peiyuan |
author_facet | Pan, Chen Deng, Dawei Wei, Tianfu Wu, Zeming Zhang, Biao Yuan, Qihang Liang, Guogang Liu, Yanfeng Yin, Peiyuan |
author_sort | Pan, Chen |
collection | PubMed |
description | Gastric cancer (GC) is a common lethal malignancy worldwide. Gastroscopy is an effective screening technique for decreasing mortality. However, there are still limited useful non-invasive markers for early detection of GC. Bile acids are important molecules for the modulation of energy metabolism. With an in-depth targeted method for accurate quantitation of 80 bile acids (BAs), we aimed to find potential biomarkers for the early screening of GC. A cohort with 280 participants was enrolled, including 113 GC, 22 benign gastric lesions (BGL) and 145 healthy controls. Potential markers were identified using a random forest machine algorithm in the discovery cohort (n=180), then validated in an internal validation cohort (n=78) and a group with 22 BGL. The results represented significant alterations in the circulating BA pool between GC and the controls. BAs also exhibited significant correlations with various clinical traits. Then, we developed a diagnostic panel that comprised six BAs or ratios for GC detection. The panel showed high accuracy for the diagnosis of GC with AUC of 1 (95%CI: 1.00-1.00) and 0.98 (95%CI: 0.93-1.00) in the discovery and validation cohort, respectively. This 6-BAs panel was also able to identify early GC with AUC of 1 (95%CI: 0.999-1.00) and 0.94 (95%CI: 0.83-1.00) in the discovery and validation cohort, respectively. Meanwhile, this panel achieved a good differential diagnosis between GC and BGL and the AUC was 0.873 (95%CI: 0.812-0.934). The alternations of serum bile acids are characteristic metabolic features of GC. Bile acids could be promising biomarkers for the early diagnosis of GC. |
format | Online Article Text |
id | pubmed-9715751 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-97157512022-12-03 Metabolomics study identified bile acids as potential biomarkers for gastric cancer: A case control study Pan, Chen Deng, Dawei Wei, Tianfu Wu, Zeming Zhang, Biao Yuan, Qihang Liang, Guogang Liu, Yanfeng Yin, Peiyuan Front Endocrinol (Lausanne) Endocrinology Gastric cancer (GC) is a common lethal malignancy worldwide. Gastroscopy is an effective screening technique for decreasing mortality. However, there are still limited useful non-invasive markers for early detection of GC. Bile acids are important molecules for the modulation of energy metabolism. With an in-depth targeted method for accurate quantitation of 80 bile acids (BAs), we aimed to find potential biomarkers for the early screening of GC. A cohort with 280 participants was enrolled, including 113 GC, 22 benign gastric lesions (BGL) and 145 healthy controls. Potential markers were identified using a random forest machine algorithm in the discovery cohort (n=180), then validated in an internal validation cohort (n=78) and a group with 22 BGL. The results represented significant alterations in the circulating BA pool between GC and the controls. BAs also exhibited significant correlations with various clinical traits. Then, we developed a diagnostic panel that comprised six BAs or ratios for GC detection. The panel showed high accuracy for the diagnosis of GC with AUC of 1 (95%CI: 1.00-1.00) and 0.98 (95%CI: 0.93-1.00) in the discovery and validation cohort, respectively. This 6-BAs panel was also able to identify early GC with AUC of 1 (95%CI: 0.999-1.00) and 0.94 (95%CI: 0.83-1.00) in the discovery and validation cohort, respectively. Meanwhile, this panel achieved a good differential diagnosis between GC and BGL and the AUC was 0.873 (95%CI: 0.812-0.934). The alternations of serum bile acids are characteristic metabolic features of GC. Bile acids could be promising biomarkers for the early diagnosis of GC. Frontiers Media S.A. 2022-11-18 /pmc/articles/PMC9715751/ /pubmed/36465663 http://dx.doi.org/10.3389/fendo.2022.1039786 Text en Copyright © 2022 Pan, Deng, Wei, Wu, Zhang, Yuan, Liang, Liu and Yin https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Endocrinology Pan, Chen Deng, Dawei Wei, Tianfu Wu, Zeming Zhang, Biao Yuan, Qihang Liang, Guogang Liu, Yanfeng Yin, Peiyuan Metabolomics study identified bile acids as potential biomarkers for gastric cancer: A case control study |
title | Metabolomics study identified bile acids as potential biomarkers for gastric cancer: A case control study |
title_full | Metabolomics study identified bile acids as potential biomarkers for gastric cancer: A case control study |
title_fullStr | Metabolomics study identified bile acids as potential biomarkers for gastric cancer: A case control study |
title_full_unstemmed | Metabolomics study identified bile acids as potential biomarkers for gastric cancer: A case control study |
title_short | Metabolomics study identified bile acids as potential biomarkers for gastric cancer: A case control study |
title_sort | metabolomics study identified bile acids as potential biomarkers for gastric cancer: a case control study |
topic | Endocrinology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9715751/ https://www.ncbi.nlm.nih.gov/pubmed/36465663 http://dx.doi.org/10.3389/fendo.2022.1039786 |
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