DNA甲基化
计算生物学
胎儿游离DNA
生物
人类基因组
DNA
癌症检测
细胞
癌症
计算机科学
基因组
DNA测序
遗传学
基因
基因表达
产前诊断
胎儿
怀孕
作者
Paulina Siejka-Zielińska,Jingfei Cheng,Felix Jackson,Yibin Liu,Zahir Soonawalla,Srikanth Reddy,Michael Silva,Luminita Puta,Misti McCain,Emma Culver,Noor Bekkali,Benjamin Schuster‐Böckler,Pier Francesco Palamara,Derek A. Mann,Helen L. Reeves,Eleanor Barnes,Shivan Sivakumar,Chun‐Xiao Song
出处
期刊:Science Advances
[American Association for the Advancement of Science]
日期:2021-09-03
卷期号:7 (36): eabh0534-eabh0534
被引量:98
标识
DOI:10.1126/sciadv.abh0534
摘要
Multimodal, genome-wide characterization of epigenetic and genetic information in circulating cell-free DNA (cfDNA) could enable more sensitive early cancer detection, but it is technologically challenging. Recently, we developed TET-assisted pyridine borane sequencing (TAPS), which is a mild, bisulfite-free method for base-resolution direct DNA methylation sequencing. Here, we optimized TAPS for cfDNA (cfTAPS) to provide high-quality and high-depth whole-genome cell-free methylomes. We applied cfTAPS to 85 cfDNA samples from patients with hepatocellular carcinoma (HCC) or pancreatic ductal adenocarcinoma (PDAC) and noncancer controls. From only 10 ng of cfDNA (1 to 3 ml of plasma), we generated the most comprehensive cfDNA methylome to date. We demonstrated that cfTAPS provides multimodal information about cfDNA characteristics, including DNA methylation, tissue of origin, and DNA fragmentation. Integrated analysis of these epigenetic and genetic features enables accurate identification of early HCC and PDAC.
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