Whole-genome bisulfite sequencing analysis of circulating tumour DNA for the detection and molecular classification of cancer

被引:26
作者
Gao, Yibo [1 ,2 ,3 ,4 ,8 ]
Zhao, Hengqiang [7 ]
An, Ke [5 ]
Liu, Zongzhi [1 ,2 ,5 ]
Hai, Luo [1 ,2 ]
Li, Renda [3 ]
Zhou, Yang [3 ]
Zhao, Weipeng [6 ]
Jia, Yongsheng [6 ]
Wu, Nan [7 ]
Li, Lingyu [1 ,2 ]
Ying, Jianming [4 ]
Wang, Jie [3 ,4 ]
Xu, Binghe [3 ,4 ]
Wu, Zhihong [7 ]
Tong, Zhongsheng [6 ]
He, Jie [1 ,2 ,3 ,4 ]
Sun, Yingli [1 ,2 ,4 ,5 ]
机构
[1] Chinese Acad Med Sci & Peking Union Med Coll, Cent Lab, Natl Canc Ctr, Natl Clin Res Ctr Canc,Canc Hosp, Shenzhen 518116, Peoples R China
[2] Chinese Acad Med Sci & Peking Union Med Coll, Shenzhen Hosp, Shenzhen 518116, Peoples R China
[3] Chinese Acad Med Sci & Peking Union Med Coll, Dept Thorac Surg, Natl Canc Ctr, Natl Clin Res Ctr Canc,Canc Hosp, Beijing, Peoples R China
[4] Chinese Acad Med Sci & Peking Union Med Coll, State Key Lab Mol Oncol, Natl Canc Ctr, Natl Clin Res Ctr Canc,Canc Hosp, Beijing, Peoples R China
[5] Chinese Acad Sci, Key Lab Genom & Precis Med, China Gastrointestinal Canc Res Ctr, Beijing Inst Genom, Beijing, Peoples R China
[6] Tianjin Med Univ, Key Lab Canc Prevent & Therapy, Minist Educ,Canc Inst & Hosp,Dept Breast Oncol, Key Lab Breast Canc Prevent & Therapy,Natl Clin R, Tianjin 300060, Peoples R China
[7] Chinese Acad Med Sci & Peking Union Med Coll, Dept Orthoped Surg, Peking Union Med Coll Hosp, Beijing 100730, Peoples R China
[8] Chinese Acad Med Sci & Peking Union Med Coll, Lab Translat Med, Natl Canc Ctr, Natl Clin Res Ctr Canc,Canc Hosp, Beijing, Peoples R China
来源
CLINICAL AND TRANSLATIONAL MEDICINE | 2022年 / 12卷 / 08期
基金
国家重点研发计划; 中国国家自然科学基金;
关键词
cancer early detection; circulating tumour DNA; DNA methylation; epigenetic biomarkers; liquid biopsy; whole-genome bisulfite sequencing; BREAST-CANCER; LIQUID BIOPSY; METHYLATION; HYPOMETHYLATION; IDENTIFICATION; DIAGNOSIS; MARKERS;
D O I
10.1002/ctm2.1014
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Background Cancer cell-specific variation and circulating tumour DNA (ctDNA) methylation are promising biomarkers for non-invasive cancer detection and molecular classification. Nevertheless, the applications of ctDNA to the early detection and screening of cancer remain highly challenging due to the scarcity of cancer cell-specific ctDNA, the low signal-to-noise ratio of DNA variation, and the lack of non-locus-specific DNA methylation technologies. Methods We enrolled three cohorts of breast cancer (BC) patients from two hospitals in China (BC: n = 123; healthy controls: n = 40). We developed a ctDNA whole-genome bisulfite sequencing technology employing robust trace ctDNA capture from up to 200 mu L plasma, mini-input (1 ng) library preparation, unbiased genome-wide coverage and comprehensive computational methods. Results A diagnostic signature comprising 15 ctDNA methylation markers exhibited high accuracy in the early (area under the curve [AUC] of 0.967) and advanced (AUC of 0.971) BC stages in multicentre patient cohorts. Furthermore, we revealed a ctDNA methylation signature that discriminates estrogen receptor status (Training set: AUC of 0.984 and Test set: AUC of 0.780). Different cancer types, including hepatocellular carcinoma and lung cancer, could also be well distinguished. Conclusions Our study provides a toolset to generate unbiased whole-genome ctDNA methylomes with a minimal amount of plasma to develop highly specific and sensitive biomarkers for the early diagnosis and molecular subtyping of cancer.
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页数:17
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