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Development and validation of a serum microRNA biomarker panel for detecting gastric cancer in a high-risk population
OBJECTIVE: An unmet need exists for a non-invasive biomarker assay to aid gastric cancer diagnosis. We aimed to develop a serum microRNA (miRNA) panel for identifying patients with all stages of gastric cancer from a high-risk population. DESIGN: We conducted a three-phase, multicentre study compris...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BMJ Publishing Group
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8040159/ https://www.ncbi.nlm.nih.gov/pubmed/33028667 http://dx.doi.org/10.1136/gutjnl-2020-322065 |
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author | So, Jimmy Bok Yan Kapoor, Ritika Zhu, Feng Koh, Calvin Zhou, Lihan Zou, Ruiyang Tang, Yew Chung Goo, Patrick C K Rha, Sun Young Chung, Hyun Cheol Yoong, Joanne Yap, Celestial T Rao, Jaideepraj Chia, Chung-King Tsao, Stephen Shabbir, Asim Lee, Jonathan Lam, Kong-Peng Hartman, Mikael Yong, Wei Peng Too, Heng-Phon Yeoh, Khay-Guan |
author_facet | So, Jimmy Bok Yan Kapoor, Ritika Zhu, Feng Koh, Calvin Zhou, Lihan Zou, Ruiyang Tang, Yew Chung Goo, Patrick C K Rha, Sun Young Chung, Hyun Cheol Yoong, Joanne Yap, Celestial T Rao, Jaideepraj Chia, Chung-King Tsao, Stephen Shabbir, Asim Lee, Jonathan Lam, Kong-Peng Hartman, Mikael Yong, Wei Peng Too, Heng-Phon Yeoh, Khay-Guan |
author_sort | So, Jimmy Bok Yan |
collection | PubMed |
description | OBJECTIVE: An unmet need exists for a non-invasive biomarker assay to aid gastric cancer diagnosis. We aimed to develop a serum microRNA (miRNA) panel for identifying patients with all stages of gastric cancer from a high-risk population. DESIGN: We conducted a three-phase, multicentre study comprising 5248 subjects from Singapore and Korea. Biomarker discovery and verification phases were done through comprehensive serum miRNA profiling and multivariant analysis of 578 miRNA candidates in retrospective cohorts of 682 subjects. A clinical assay was developed and validated in a prospective cohort of 4566 symptomatic subjects who underwent endoscopy. Assay performance was confirmed with histological diagnosis and compared with Helicobacter pylori (HP) serology, serum pepsinogens (PGs), ‘ABC’ method, carcinoembryonic antigen (CEA) and cancer antigen 19–9 (CA19-9). Cost-effectiveness was analysed using a Markov decision model. RESULTS: We developed a clinical assay for detection of gastric cancer based on a 12-miRNA biomarker panel. The 12-miRNA panel had area under the curve (AUC)=0.93 (95% CI 0.90 to 0.95) and AUC=0.92 (95% CI 0.88 to 0.96) in the discovery and verification cohorts, respectively. In the prospective study, overall sensitivity was 87.0% (95% CI 79.4% to 92.5%) at specificity of 68.4% (95% CI 67.0% to 69.8%). AUC was 0.848 (95% CI 0.81 to 0.88), higher than HP serology (0.635), PG 1/2 ratio (0.641), PG index (0.576), ABC method (0.647), CEA (0.576) and CA19-9 (0.595). The number needed to screen is 489 annually. It is cost-effective for mass screening relative to current practice (incremental cost-effectiveness ratio=US$44 531/quality-of-life year). CONCLUSION: We developed and validated a serum 12-miRNA biomarker assay, which may be a cost-effective risk assessment for gastric cancer. TRIAL REGISTRATION NUMBER: This study is registered with ClinicalTrials.gov (Registration number: NCT04329299). |
format | Online Article Text |
id | pubmed-8040159 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | BMJ Publishing Group |
record_format | MEDLINE/PubMed |
spelling | pubmed-80401592021-04-26 Development and validation of a serum microRNA biomarker panel for detecting gastric cancer in a high-risk population So, Jimmy Bok Yan Kapoor, Ritika Zhu, Feng Koh, Calvin Zhou, Lihan Zou, Ruiyang Tang, Yew Chung Goo, Patrick C K Rha, Sun Young Chung, Hyun Cheol Yoong, Joanne Yap, Celestial T Rao, Jaideepraj Chia, Chung-King Tsao, Stephen Shabbir, Asim Lee, Jonathan Lam, Kong-Peng Hartman, Mikael Yong, Wei Peng Too, Heng-Phon Yeoh, Khay-Guan Gut Stomach OBJECTIVE: An unmet need exists for a non-invasive biomarker assay to aid gastric cancer diagnosis. We aimed to develop a serum microRNA (miRNA) panel for identifying patients with all stages of gastric cancer from a high-risk population. DESIGN: We conducted a three-phase, multicentre study comprising 5248 subjects from Singapore and Korea. Biomarker discovery and verification phases were done through comprehensive serum miRNA profiling and multivariant analysis of 578 miRNA candidates in retrospective cohorts of 682 subjects. A clinical assay was developed and validated in a prospective cohort of 4566 symptomatic subjects who underwent endoscopy. Assay performance was confirmed with histological diagnosis and compared with Helicobacter pylori (HP) serology, serum pepsinogens (PGs), ‘ABC’ method, carcinoembryonic antigen (CEA) and cancer antigen 19–9 (CA19-9). Cost-effectiveness was analysed using a Markov decision model. RESULTS: We developed a clinical assay for detection of gastric cancer based on a 12-miRNA biomarker panel. The 12-miRNA panel had area under the curve (AUC)=0.93 (95% CI 0.90 to 0.95) and AUC=0.92 (95% CI 0.88 to 0.96) in the discovery and verification cohorts, respectively. In the prospective study, overall sensitivity was 87.0% (95% CI 79.4% to 92.5%) at specificity of 68.4% (95% CI 67.0% to 69.8%). AUC was 0.848 (95% CI 0.81 to 0.88), higher than HP serology (0.635), PG 1/2 ratio (0.641), PG index (0.576), ABC method (0.647), CEA (0.576) and CA19-9 (0.595). The number needed to screen is 489 annually. It is cost-effective for mass screening relative to current practice (incremental cost-effectiveness ratio=US$44 531/quality-of-life year). CONCLUSION: We developed and validated a serum 12-miRNA biomarker assay, which may be a cost-effective risk assessment for gastric cancer. TRIAL REGISTRATION NUMBER: This study is registered with ClinicalTrials.gov (Registration number: NCT04329299). BMJ Publishing Group 2021-05 2020-10-07 /pmc/articles/PMC8040159/ /pubmed/33028667 http://dx.doi.org/10.1136/gutjnl-2020-322065 Text en © Author(s) (or their employer(s)) 2021. Re-use permitted under CC BY-NC. No commercial re-use. See rights and permissions. Published by BMJ. https://creativecommons.org/licenses/by-nc/4.0/This is an open access article distributed in accordance with the Creative Commons Attribution Non Commercial (CC BY-NC 4.0) license, which permits others to distribute, remix, adapt, build upon this work non-commercially, and license their derivative works on different terms, provided the original work is properly cited, appropriate credit is given, any changes made indicated, and the use is non-commercial. See: http://creativecommons.org/licenses/by-nc/4.0/ (https://creativecommons.org/licenses/by-nc/4.0/) . |
spellingShingle | Stomach So, Jimmy Bok Yan Kapoor, Ritika Zhu, Feng Koh, Calvin Zhou, Lihan Zou, Ruiyang Tang, Yew Chung Goo, Patrick C K Rha, Sun Young Chung, Hyun Cheol Yoong, Joanne Yap, Celestial T Rao, Jaideepraj Chia, Chung-King Tsao, Stephen Shabbir, Asim Lee, Jonathan Lam, Kong-Peng Hartman, Mikael Yong, Wei Peng Too, Heng-Phon Yeoh, Khay-Guan Development and validation of a serum microRNA biomarker panel for detecting gastric cancer in a high-risk population |
title | Development and validation of a serum microRNA biomarker panel for detecting gastric cancer in a high-risk population |
title_full | Development and validation of a serum microRNA biomarker panel for detecting gastric cancer in a high-risk population |
title_fullStr | Development and validation of a serum microRNA biomarker panel for detecting gastric cancer in a high-risk population |
title_full_unstemmed | Development and validation of a serum microRNA biomarker panel for detecting gastric cancer in a high-risk population |
title_short | Development and validation of a serum microRNA biomarker panel for detecting gastric cancer in a high-risk population |
title_sort | development and validation of a serum microrna biomarker panel for detecting gastric cancer in a high-risk population |
topic | Stomach |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8040159/ https://www.ncbi.nlm.nih.gov/pubmed/33028667 http://dx.doi.org/10.1136/gutjnl-2020-322065 |
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