A sensitive and robust plasma-based DNA methylation panel for early detection of target gastrointestinal cancers

被引:3
|
作者
Dai, Yanmiao [1 ]
Li, Hui [2 ,3 ]
Wu, Qianqian [2 ]
Wang, Jie [1 ]
Wang, Kai [5 ]
Fei, Sujuan [3 ]
Pei, Bing [6 ]
Song, Lishuang [5 ]
Chen, Guangxia [2 ]
Ma, Yong [4 ,8 ]
Xia, Chenjing [1 ]
Xiong, Shangmin [4 ,5 ]
Zheng, Minxue [4 ,8 ]
Xue, Ying [7 ]
Zhao, Guodong [4 ,5 ]
Xu, Hongwei [1 ]
机构
[1] Kunshan Hosp Tradit Chinese Med, Dept Spleen & Stomach Dis, Kunshan 215300, Jiangsu, Peoples R China
[2] Xuzhou Med Univ, Peoples Hosp Xuzhou 1, Xuzhou Municipal Hosp, Dept Gastroenterol, Xuzhou 221002, Jiangsu, Peoples R China
[3] Xuzhou Med Univ, Affiliated Hosp, Dept Gastroenterol, Xuzhou 221002, Jiangsu, Peoples R China
[4] Zhejiang Univ, Kunshan Biotechnol Lab, Kunshan Innovat Inst, Kunshan 215300, Jiangsu, Peoples R China
[5] Suzhou VersaBio Technol Co Ltd, Kunshan 215300, Jiangsu, Peoples R China
[6] Nanjing Med Univ, Affiliated Suqian Peoples Hosp 1, Dept Stomatol, Suqian 223800, Peoples R China
[7] Nanjing Med Univ, Affiliated Suzhou Hosp, Suzhou Municipal Hosp, Gusu Sch, Suzhou 215000, Jiangsu, Peoples R China
[8] Chinese Acad Sci, Suzhou Inst Biomed Engn & Technol, Suzhou 215163, Jiangsu, Peoples R China
来源
NEOPLASIA | 2023年 / 46卷
关键词
Gastrointestinal cancers; DNA methylation; Plasma; Cost-effective; Non; -invasive; COLORECTAL-CANCER; TFPI2; METHYLATION; ASSAY; SERUM;
D O I
10.1016/j.neo.2023.100941
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
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.
引用
收藏
页数:8
相关论文
共 50 条
  • [1] A Novel Plasma-Based Methylation Panel for Upper Gastrointestinal Cancer Early Detection
    Peng, Cheng
    Zhao, Guodong
    Pei, Bing
    Wang, Kai
    Li, Hui
    Fei, Sujuan
    Song, Lishuang
    Wang, Chunkai
    Xiong, Shangmin
    Xue, Ying
    He, Qibin
    Zheng, Minxue
    [J]. CANCERS, 2022, 14 (21)
  • [2] DNA methylation detection technology and plasma-based methylation biomarkers in screening of gastrointestinal carcinoma
    Cao, Mengjiao
    Zhang, Chuanfeng
    Zhou, Linfu
    [J]. EPIGENOMICS, 2021, 13 (16) : 1327 - 1340
  • [3] Feasibility and reproducibility of a plasma-based multiplex DNA methylation assay for early detection of gastric cancer
    Li, Hui
    Zhao, Guodong
    Guo, Yahui
    Fang, Yu
    Wang, Kai
    Ma, Yong
    Feng, Chenxi
    Zhou, Xilang
    Chen, Qi
    Liu, Xin
    Wang, Weifeng
    Xiong, Shangmin
    Chen, Guangxia
    Zheng, Minxue
    Fei, Sujuan
    [J]. PATHOLOGY RESEARCH AND PRACTICE, 2022, 238
  • [4] Clinical performance of a liquid biopsy test based on the detection of multiple DNA methylation biomarkers for early detection of gastrointestinal cancers.
    Ma, Yong
    Zhao, Guodong
    Wang, Kai
    Song, Lishuang
    Xiong, Shangmin
    Li, Hui
    Chen, Guangxia
    Pei, Bing
    Shen, Xizhong
    Fei, Sujuan
    Zheng, Minxue
    [J]. JOURNAL OF CLINICAL ONCOLOGY, 2022, 40 (16) : E16096 - E16096
  • [5] EpiPanGI Dx: A Cell-free DNA Methylation Fingerprint for the Early Detection of Gastrointestinal Cancers
    Kandimalla, Raju
    Xu, Jianfeng
    Link, Alexander
    Matsuyama, Takatoshi
    Yamamura, Kensuke
    Parker, M. Iqbal
    Uetake, Hiroyuki
    Balaguer, Francesc
    Borazanci, Erkut
    Tsai, Susan
    Evans, Douglas
    Meltzer, Stephen J.
    Baba, Hideo
    Brand, Randall
    Von Hoff, Daniel
    Li, Wei
    Goel, Ajay
    [J]. CLINICAL CANCER RESEARCH, 2021, 27 (22) : 6135 - 6144
  • [6] ENHANCED DETECTION OF EARLY-STAGE LUNG CANCER WITH AN ULTRASENSITIVE PLASMA-BASED METHYLATION ASSAY
    Mazzone, Peter J.
    Frumkin, Danny
    Wasserstrom, Adam
    Tammemagi, Carl M.
    Lam, Stephen C.
    Gieske, Michael
    Herrera, Luis
    Kalanjeri, Satish
    McGuire, Anna L.
    Rieger-Christ, Kimberly
    Seaman, Joseph C.
    Tanner, Nichole T.
    Waddell, Thomas K.
    Silvestri, Gerard A.
    [J]. CHEST, 2023, 164 (04) : 6507A - 6508A
  • [7] EpiPanGI-Dx: A cell-free DNA methylation fingerprint for the early detection of gastrointestinal cancers
    Kandimalla, Raju
    Xu, Jianfeng
    Link, Alexander
    Matsuyama, Takatoshi
    Yamamura, Kensuke
    Parker, Iqbal
    Uetake, Hiroyuki
    Hernandez-Illan, Eva
    Lozano, Juanjo
    Borazanci, Erkut
    Tsai, Susan
    Evans, Douglas
    Meltzer, Stephen J.
    Baba, Hideo
    Brand, Randall
    Von Hoff, Daniel
    Balaguer, Francesc
    Li, Wei
    Goel, Ajay
    [J]. CANCER RESEARCH, 2020, 80 (16)
  • [8] DNA methylation biomarkers for early detection of gastric and colorectal cancers
    Gao, Xianchun
    Liu, Hui
    Yu, Jun
    Nie, Yongzhan
    [J]. CANCER BIOLOGY & MEDICINE, 2023, 20 (12) : 955 - 962
  • [9] DNA methylation biomarkers for early detection of gastric and colorectal cancers
    Xianchun Gao
    Hui Liu
    Jun Yu
    Yongzhan Nie
    [J]. Cancer Biology & Medicine, 2023, (12) : 955 - 962
  • [10] DNA Methylation in the Fields of Prenatal Diagnosis and Early Detection of Cancers
    Coppede, Fabio
    Bhaduri, Utsa
    Stoccoro, Andrea
    Nicoli, Vanessa
    Di Venere, Eleonora
    Merla, Giuseppe
    [J]. INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES, 2023, 24 (14)