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全基因组异常 DNA 甲基化的多组学特征分析揭示了食管鳞癌的诊断和预后标志物。

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

机构信息

Department of Etiology and Carcinogenesis, National Cancer Center/National Clinical Research Center/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China.

Beijing Advanced Innovation Center for Genomics, Biomedical Pioneering Innovation Center, Peking University, Beijing, 100871, China.

出版信息

Signal Transduct Target Ther. 2022 Feb 25;7(1):53. doi: 10.1038/s41392-022-00873-8.

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.

摘要

本研究旨在探索异常 DNA 甲基化作为食管鳞状细胞癌 (ESCC) 的潜在诊断和预后标志物。如果在晚期诊断,ESCC 的五年生存率 <30%。通过比较 91 例 ESCC 组织及其配对的正常组织的全基因组甲基化位点,我们鉴定出 35577 个差异甲基化 CpG 位点 (DMCs),并对其分布模式进行了特征描述。整合同一批样本的全基因组 DNA 和 RNA 测序数据,我们发现了多个失调的转录因子和 ESCC 特异性的基因组相关的 DMCs。利用特征 DMCs,我们在本数据集和 TCGA ESCC 数据集开发了一个具有高准确性的 12 个标志物诊断面板,并建立了一个 4 个标志物的预后面板,用于区分高危患者。体外实验验证了 4 个标志物宿主基因的功能。这些结果为异常 DNA 甲基化在 ESCC 发生和发展中的重要作用提供了额外的证据。我们基于 DMC 的诊断和预后面板可能对 ESCC 的临床治疗具有重要价值,为未来非侵入性癌症检测方法开发靶向甲基化检测奠定了基础。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d546/8873499/a2a94364de8b/41392_2022_873_Fig1_HTML.jpg

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