DNA甲基化
甲基化
生物
CpG站点
表观遗传学
基因组
基因
DNA测序
表观遗传学
癌症研究
计算生物学
肿瘤科
遗传学
医学
基因表达
作者
Yuanzhe Xi,Yuan Lin,Wenjia Guo,Xinyu Wang,Hengqiang Zhao,Chuanwang Miao,Weiling Liu,Yachen Liu,Tianyuan Liu,Yingying Luo,Wenyi Fan,Lin Ai,Yamei Chen,Yanxia Sun,Yanning Ma,Xiangjie Niu,Ce Zhong,Wen Tan,Meng Zhou,Jianzhong Su,Chen Wu,Dongxin Lin
标识
DOI:10.1038/s41392-022-00873-8
摘要
Abstract This study investigates aberrant DNA methylations as potential diagnosis and prognosis markers for esophageal squamous-cell carcinoma (ESCC), which if diagnosed at advanced stages has <30% five-year survival rate. Comparing genome-wide methylation sites of 91 ESCC and matched adjacent normal tissues, we identified 35,577 differentially methylated CpG sites (DMCs) and characterized their distribution patterns. Integrating whole-genome DNA and RNA-sequencing data of the same samples, we found multiple dysregulated transcription factors and ESCC-specific genomic correlates of identified DMCs. Using featured DMCs, we developed a 12-marker diagnostic panel with high accuracy in our dataset and the TCGA ESCC dataset, and a 4-marker prognostic panel distinguishing high-risk patients. In-vitro experiments validated the functions of 4 marker host genes. Together these results provide additional evidence for the important roles of aberrant DNA methylations in ESCC development and progression. Our DMC-based diagnostic and prognostic panels have potential values for clinical care of ESCC, laying foundations for developing targeted methylation assays for future non-invasive cancer detection methods.
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