Multi-omic characterization of genome-wide abnormal DNA methylation reveals diagnostic and prognostic markers for esophageal squamous-cell carcinoma

全基因组异常 DNA 甲基化的多组学表征揭示了食管鳞状细胞癌的诊断和预后标志物

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作者:Yiyi Xi #, Yuan Lin #, Wenjia Guo #, Xinyu Wang, Hengqiang Zhao, Chuanwang Miao, Weiling Liu, Yachen Liu, Tianyuan Liu, Yingying Luo, Wenyi Fan, Ai Lin, Yamei Chen, Yanxia Sun, Yulin Ma, Xiangjie Niu, Ce Zhong, Wen Tan, Meng Zhou, Jianzhong Su, Chen Wu, Dongxin Lin

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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