Noninvasive detection of cancer-associated genome-wide hypomethylation and copy number aberrations by plasma DNA bisulfite sequencing

被引:334
作者
Chan, K. C. Allen [1 ,2 ,3 ]
Jiang, Peiyong [1 ,2 ]
Chan, Carol W. M. [1 ,2 ]
Sun, Kun [1 ,2 ]
Wong, John [4 ]
Hui, Edwin P. [3 ,5 ]
Chan, Stephen L. [3 ,5 ]
Chan, Wing Cheong [6 ]
Hui, David S. C. [7 ]
Ng, Simon S. M. [3 ,4 ]
Chan, Henry L. Y. [1 ,7 ]
Wong, Cesar S. C. [8 ]
Ma, Brigette B. Y. [3 ,5 ]
Chan, Anthony T. C. [3 ,5 ]
Lai, Paul B. S. [3 ,4 ]
Sun, Hao [1 ,2 ]
Chiu, Rossa W. K. [1 ,2 ]
Lo, Y. M. Dennis [1 ,2 ,3 ]
机构
[1] Chinese Univ Hong Kong, Li Ka Shing Inst Hlth Sci, Shatin, Hong Kong, Peoples R China
[2] Chinese Univ Hong Kong, Prince Wales Hosp, Dept Chem Pathol, Shatin, Hong Kong, Peoples R China
[3] Chinese Univ Hong Kong, Prince Wales Hosp, State Key Lab Oncol South China, Sir YK Pao Ctr Canc, Shatin, Hong Kong, Peoples R China
[4] Chinese Univ Hong Kong, Prince Wales Hosp, Dept Surg, Shatin, Hong Kong, Peoples R China
[5] Chinese Univ Hong Kong, Prince Wales Hosp, Dept Clin Oncol, Shatin, Hong Kong, Peoples R China
[6] North Dist Hosp, Dept Surg, Sheung Shui, Hong Kong, Peoples R China
[7] Chinese Univ Hong Kong, Prince Wales Hosp, Dept Med & Therapeut, Shatin, Hong Kong, Peoples R China
[8] Hong Kong Polytech Univ, Dept Hlth Technol & Informat, Hong Kong, Hong Kong, Peoples R China
关键词
epigenomics; epigenetics; next-generation sequencing; tumor markers; global hypomethylation; MATERNAL PLASMA; NUCLEIC-ACIDS; FETAL DNA; SERUM; RNA; METHYLATION; ANEUPLOIDY;
D O I
10.1073/pnas.1313995110
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
We explored the detection of genome-wide hypomethylation in plasma using shotgun massively parallel bisulfite sequencing as a marker for cancer. Tumor-associated copy number aberrations (CNAs) could also be observed from the bisulfite DNA sequencing data. Hypomethylation and CNAs were detected in the plasma DNA of patients with hepatocellular carcinoma, breast cancer, lung cancer, nasopharyngeal cancer, smooth muscle sarcoma, and neuroendocrine tumor. For the detection of nonmetastatic cancer cases, plasma hypomethylation gave a sensitivity and specificity of 74% and 94%, respectively, when a mean of 93 million reads per case were obtained. Reducing the sequencing depth to 10 million reads per case was found to have no adverse effect on the sensitivity and specificity for cancer detection, giving respective figures of 68% and 94%. This characteristic thus indicates that analysis of plasma hypomethylation by this sequencing-based method may be a relatively cost-effective approach for cancer detection. We also demonstrated that plasma hypomethylation had utility for monitoring hepatocellular carcinoma patients following tumor resection and for detecting residual disease. Plasma hypomethylation can be combined with plasma CNA analysis for further enhancement of the detection sensitivity or specificity using different diagnostic algorithms. Using the detection of at least one type of aberration to define an abnormality, a sensitivity of 87% could be achieved with a specificity of 88%. These developments have thus expanded the applications of plasma DNA analysis for cancer detection and monitoring.
引用
收藏
页码:18761 / 18768
页数:8
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