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A sensitive and robust plasma-based DNA methylation panel for early detection of target gastrointestinal cancers
BACKGROUND: Target gastrointestinal cancers (GICs), encompassing esophageal cancer (EC), gastric cancer (GC), and colorectal cancer (CRC), originate within a single readily accessible luminal organ system and are diagnosable using endoscopy. However, endoscopy is an invasive procedure with low compl...
Autores principales: | , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Neoplasia Press
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10643353/ https://www.ncbi.nlm.nih.gov/pubmed/37918207 http://dx.doi.org/10.1016/j.neo.2023.100941 |
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author | Dai, Yanmiao Li, Hui Wu, Qianqian Wang, Jie Wang, Kai Fei, Sujuan Pei, Bing Song, Lishuang Chen, Guangxia Ma, Yong Xia, Chenjing Xiong, Shangmin Zheng, Minxue Xue, Ying Zhao, Guodong Xu, Hongwei |
author_facet | Dai, Yanmiao Li, Hui Wu, Qianqian Wang, Jie Wang, Kai Fei, Sujuan Pei, Bing Song, Lishuang Chen, Guangxia Ma, Yong Xia, Chenjing Xiong, Shangmin Zheng, Minxue Xue, Ying Zhao, Guodong Xu, Hongwei |
author_sort | Dai, Yanmiao |
collection | PubMed |
description | BACKGROUND: Target gastrointestinal cancers (GICs), encompassing esophageal cancer (EC), gastric cancer (GC), and colorectal cancer (CRC), originate within a single readily accessible luminal organ system and are diagnosable using endoscopy. However, endoscopy is an invasive procedure with low compliance and no plasma-based DNA methylation assay for the early detection of GICs. METHODS: Nine potential DNA methylation markers were identified and evaluated in tissue (n=60) and plasma (n=155) cohorts to select the most suitable markers. A training cohort (n=244) and a validation cohort (n=199), including GICs patients, benign tumors, gastrointestinal polyps, and controls, were enrolled to develop and validate a DNA methylation panel. An independent prospective cohort (n=158) was used to validate the panel's performance and compare it with blood protein tumor markers. RESULTS: Six out of nine candidate methylation markers with excellent discrimination abilities in both tissue and plasma cohorts were selected for the DNA methylation panel. The panel demonstrated high AUC values of 0.937 (EC), 0.968 (GC), and 0.987 (CRC) in training cohort, and achieved AUC values of 0.921 (EC), 0.921 (GC), and 0.959 (CRC) in validation cohort. Notably, it achieved impressive AUC values of 0.971 and 0.843 for identifying stage I GICs in the training and validation cohorts, respectively. In the prospective cohort, the six-marker panel showed comparable AUC values to CEA, AFP, and CA19-9 (0.935, 0.769, 0.663, and 0.668, respectively). CONCLUSION: This study successfully developed and validated a novel, robust, sensitive, and specific plasma-based DNA methylation panel, offering a promising strategy for the early detection of GICs. |
format | Online Article Text |
id | pubmed-10643353 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Neoplasia Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-106433532023-11-01 A sensitive and robust plasma-based DNA methylation panel for early detection of target gastrointestinal cancers Dai, Yanmiao Li, Hui Wu, Qianqian Wang, Jie Wang, Kai Fei, Sujuan Pei, Bing Song, Lishuang Chen, Guangxia Ma, Yong Xia, Chenjing Xiong, Shangmin Zheng, Minxue Xue, Ying Zhao, Guodong Xu, Hongwei Neoplasia Original article BACKGROUND: Target gastrointestinal cancers (GICs), encompassing esophageal cancer (EC), gastric cancer (GC), and colorectal cancer (CRC), originate within a single readily accessible luminal organ system and are diagnosable using endoscopy. However, endoscopy is an invasive procedure with low compliance and no plasma-based DNA methylation assay for the early detection of GICs. METHODS: Nine potential DNA methylation markers were identified and evaluated in tissue (n=60) and plasma (n=155) cohorts to select the most suitable markers. A training cohort (n=244) and a validation cohort (n=199), including GICs patients, benign tumors, gastrointestinal polyps, and controls, were enrolled to develop and validate a DNA methylation panel. An independent prospective cohort (n=158) was used to validate the panel's performance and compare it with blood protein tumor markers. RESULTS: Six out of nine candidate methylation markers with excellent discrimination abilities in both tissue and plasma cohorts were selected for the DNA methylation panel. The panel demonstrated high AUC values of 0.937 (EC), 0.968 (GC), and 0.987 (CRC) in training cohort, and achieved AUC values of 0.921 (EC), 0.921 (GC), and 0.959 (CRC) in validation cohort. Notably, it achieved impressive AUC values of 0.971 and 0.843 for identifying stage I GICs in the training and validation cohorts, respectively. In the prospective cohort, the six-marker panel showed comparable AUC values to CEA, AFP, and CA19-9 (0.935, 0.769, 0.663, and 0.668, respectively). CONCLUSION: This study successfully developed and validated a novel, robust, sensitive, and specific plasma-based DNA methylation panel, offering a promising strategy for the early detection of GICs. Neoplasia Press 2023-11-01 /pmc/articles/PMC10643353/ /pubmed/37918207 http://dx.doi.org/10.1016/j.neo.2023.100941 Text en © 2023 The Authors https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/). |
spellingShingle | Original article Dai, Yanmiao Li, Hui Wu, Qianqian Wang, Jie Wang, Kai Fei, Sujuan Pei, Bing Song, Lishuang Chen, Guangxia Ma, Yong Xia, Chenjing Xiong, Shangmin Zheng, Minxue Xue, Ying Zhao, Guodong Xu, Hongwei A sensitive and robust plasma-based DNA methylation panel for early detection of target gastrointestinal cancers |
title | A sensitive and robust plasma-based DNA methylation panel for early detection of target gastrointestinal cancers |
title_full | A sensitive and robust plasma-based DNA methylation panel for early detection of target gastrointestinal cancers |
title_fullStr | A sensitive and robust plasma-based DNA methylation panel for early detection of target gastrointestinal cancers |
title_full_unstemmed | A sensitive and robust plasma-based DNA methylation panel for early detection of target gastrointestinal cancers |
title_short | A sensitive and robust plasma-based DNA methylation panel for early detection of target gastrointestinal cancers |
title_sort | sensitive and robust plasma-based dna methylation panel for early detection of target gastrointestinal cancers |
topic | Original article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10643353/ https://www.ncbi.nlm.nih.gov/pubmed/37918207 http://dx.doi.org/10.1016/j.neo.2023.100941 |
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