Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: 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
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Neoplasia Press 2023
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
_version_ 1785134336017694720
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
work_keys_str_mv AT daiyanmiao asensitiveandrobustplasmabaseddnamethylationpanelforearlydetectionoftargetgastrointestinalcancers
AT lihui asensitiveandrobustplasmabaseddnamethylationpanelforearlydetectionoftargetgastrointestinalcancers
AT wuqianqian asensitiveandrobustplasmabaseddnamethylationpanelforearlydetectionoftargetgastrointestinalcancers
AT wangjie asensitiveandrobustplasmabaseddnamethylationpanelforearlydetectionoftargetgastrointestinalcancers
AT wangkai asensitiveandrobustplasmabaseddnamethylationpanelforearlydetectionoftargetgastrointestinalcancers
AT feisujuan asensitiveandrobustplasmabaseddnamethylationpanelforearlydetectionoftargetgastrointestinalcancers
AT peibing asensitiveandrobustplasmabaseddnamethylationpanelforearlydetectionoftargetgastrointestinalcancers
AT songlishuang asensitiveandrobustplasmabaseddnamethylationpanelforearlydetectionoftargetgastrointestinalcancers
AT chenguangxia asensitiveandrobustplasmabaseddnamethylationpanelforearlydetectionoftargetgastrointestinalcancers
AT mayong asensitiveandrobustplasmabaseddnamethylationpanelforearlydetectionoftargetgastrointestinalcancers
AT xiachenjing asensitiveandrobustplasmabaseddnamethylationpanelforearlydetectionoftargetgastrointestinalcancers
AT xiongshangmin asensitiveandrobustplasmabaseddnamethylationpanelforearlydetectionoftargetgastrointestinalcancers
AT zhengminxue asensitiveandrobustplasmabaseddnamethylationpanelforearlydetectionoftargetgastrointestinalcancers
AT xueying asensitiveandrobustplasmabaseddnamethylationpanelforearlydetectionoftargetgastrointestinalcancers
AT zhaoguodong asensitiveandrobustplasmabaseddnamethylationpanelforearlydetectionoftargetgastrointestinalcancers
AT xuhongwei asensitiveandrobustplasmabaseddnamethylationpanelforearlydetectionoftargetgastrointestinalcancers
AT daiyanmiao sensitiveandrobustplasmabaseddnamethylationpanelforearlydetectionoftargetgastrointestinalcancers
AT lihui sensitiveandrobustplasmabaseddnamethylationpanelforearlydetectionoftargetgastrointestinalcancers
AT wuqianqian sensitiveandrobustplasmabaseddnamethylationpanelforearlydetectionoftargetgastrointestinalcancers
AT wangjie sensitiveandrobustplasmabaseddnamethylationpanelforearlydetectionoftargetgastrointestinalcancers
AT wangkai sensitiveandrobustplasmabaseddnamethylationpanelforearlydetectionoftargetgastrointestinalcancers
AT feisujuan sensitiveandrobustplasmabaseddnamethylationpanelforearlydetectionoftargetgastrointestinalcancers
AT peibing sensitiveandrobustplasmabaseddnamethylationpanelforearlydetectionoftargetgastrointestinalcancers
AT songlishuang sensitiveandrobustplasmabaseddnamethylationpanelforearlydetectionoftargetgastrointestinalcancers
AT chenguangxia sensitiveandrobustplasmabaseddnamethylationpanelforearlydetectionoftargetgastrointestinalcancers
AT mayong sensitiveandrobustplasmabaseddnamethylationpanelforearlydetectionoftargetgastrointestinalcancers
AT xiachenjing sensitiveandrobustplasmabaseddnamethylationpanelforearlydetectionoftargetgastrointestinalcancers
AT xiongshangmin sensitiveandrobustplasmabaseddnamethylationpanelforearlydetectionoftargetgastrointestinalcancers
AT zhengminxue sensitiveandrobustplasmabaseddnamethylationpanelforearlydetectionoftargetgastrointestinalcancers
AT xueying sensitiveandrobustplasmabaseddnamethylationpanelforearlydetectionoftargetgastrointestinalcancers
AT zhaoguodong sensitiveandrobustplasmabaseddnamethylationpanelforearlydetectionoftargetgastrointestinalcancers
AT xuhongwei sensitiveandrobustplasmabaseddnamethylationpanelforearlydetectionoftargetgastrointestinalcancers