Preferred end coordinates and somatic variants as signatures of circulating tumor DNA associated with hepatocellular carcinoma

被引:160
作者
Jiang, Peiyong [1 ,2 ]
Sun, Kun [1 ,2 ]
Tong, Yu K. [1 ,2 ]
Cheng, Suk Hang [1 ,2 ]
Cheng, Timothy H. T. [1 ,2 ]
Heung, Macy M. S. [1 ,2 ]
Wong, John [3 ]
Wong, Vincent W. S. [4 ,5 ]
Chan, Henry L. Y. [4 ,5 ]
Chan, K. C. Allen [1 ,2 ,6 ]
Lo, Y. M. Dennis [1 ,2 ,6 ]
Chiu, Rossa W. K. [1 ,2 ]
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, Dept Surg, Shatin, Hong Kong, Peoples R China
[4] Chinese Univ Hong Kong, Prince Wales Hosp, Dept Med & Therapeut, Shatin, Hong Kong, Peoples R China
[5] Chinese Univ Hong Kong, Prince Wales Hosp, Inst Digest Dis, Shatin, Hong Kong, Peoples R China
[6] Chinese Univ Hong Kong, Prince Wales Hosp, State Key Lab Translat Oncol, Shatin, Hong Kong, Peoples R China
关键词
tumor-associated preferred ends; liver-associated preferred ends; tumor-derived cell-free DNA; hepatocellular carcinoma; transplantation; COPY NUMBER ABERRATIONS; NONINVASIVE DETECTION; PLASMA DNA; CANCER; MUTATIONS; HETEROGENEITY;
D O I
10.1073/pnas.1814616115
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
Circulating tumor-derived cell-free DNA (ctDNA) analysis offers an attractive noninvasive means for detection and monitoring of cancers. Evidence for the presence of cancer is dependent on the ability to detect features in the peripheral circulation that are deemed as cancer-associated. We explored approaches to improve the chance of detecting the presence of cancer based on sequence information present on ctDNA molecules. We developed an approach to detect the total pool of somatic mutations. We then investigated if there existed a class of ctDNA signature in the form of preferred plasma DNA end coordinates. Cell-free DNA fragmentation is a nonrandom process. Using plasma samples obtained from liver transplant recipients, we showed that liver contributed cell-free DNA molecules ended more frequently at certain genomic coordinates than the nonliver-derived molecules. The abundance of plasma DNA molecules with these liver-associated ends correlated with the liver DNA fractions in the plasma samples. Studying the DNA end characteristics in plasma of patients with hepatocellular carcinoma and chronic hepatitis B, we showed that there were millions of tumor-associated plasma DNA end coordinates in the genome. Abundance of plasma DNA molecules with tumor-associated DNA ends correlated with the tumor DNA fractions even in plasma samples of hepatocellular carcinoma patients that were subjected to shallow-depth sequencing analysis. Plasma DNA end coordinates may therefore serve as hallmarks of ctDNA that could be sampled readily and, hence, may improve the cost-effectiveness of liquid biopsy assessment.
引用
收藏
页码:E10925 / E10933
页数:9
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