Department of Pathology, and Department of Medical Oncology of the Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang Province, China; Department of Pathology, Key Laboratory of Disease Proteomics of Zhejiang Province, School of Medicine, Zhejiang University, Hangzhou, Zhejiang Province, China; Department of Pathology, the Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang Province, China.
Department of Pathology, and Department of Medical Oncology of the Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang Province, China; Department of Pathology, Key Laboratory of Disease Proteomics of Zhejiang Province, School of Medicine, Zhejiang University, Hangzhou, Zhejiang Province, China; Alibaba-Zhejiang University Joint Research Center of Future Digital Healthcare, Hangzhou, Zhejiang Province, China.
Am J Hum Genet. 2024 Mar 7;111(3):562-583. doi: 10.1016/j.ajhg.2024.01.010. Epub 2024 Feb 16.
Genetic variants are involved in the orchestration of alternative polyadenylation (APA) events, while the role of DNA methylation in regulating APA remains unclear. We generated a comprehensive atlas of APA quantitative trait methylation sites (apaQTMs) across 21 different types of cancer (1,612 to 60,219 acting in cis and 4,448 to 142,349 in trans). Potential causal apaQTMs in non-cancer samples were also identified. Mechanistically, we observed a strong enrichment of cis-apaQTMs near polyadenylation sites (PASs) and both cis- and trans-apaQTMs in proximity to transcription factor (TF) binding regions. Through the integration of ChIP-signals and RNA-seq data from cell lines, we have identified several regulators of APA events, acting either directly or indirectly, implicating novel functions of some important genes, such as TCF7L2, which is known for its involvement in type 2 diabetes and cancers. Furthermore, we have identified a vast number of QTMs that share the same putative causal CpG sites with five different cancer types, underscoring the roles of QTMs, including apaQTMs, in the process of tumorigenesis. DNA methylation is extensively involved in the regulation of APA events in human cancers. In an attempt to elucidate the potential underlying molecular mechanisms of APA by DNA methylation, our study paves the way for subsequent experimental validations into the intricate biological functions of DNA methylation in APA regulation and the pathogenesis of human cancers. To present a comprehensive catalog of apaQTM patterns, we introduce the Pancan-apaQTM database, available at https://pancan-apaqtm-zju.shinyapps.io/pancanaQTM/.
遗传变异参与了可变多聚腺苷酸化 (APA) 事件的调控,而 DNA 甲基化在调节 APA 中的作用尚不清楚。我们生成了一个跨越 21 种不同类型癌症的 APA 定量性状甲基化位点 (apaQTM) 的综合图谱(1612 到 60219 个在顺式作用,4448 到 142349 个在反式作用)。还鉴定了非癌症样本中的潜在因果 apaQTM。从机制上看,我们观察到 cis-apaQTM 靠近多聚腺苷酸化位点 (PAS) 以及 cis-和 trans-apaQTM 都靠近转录因子 (TF) 结合区域附近有很强的富集。通过整合细胞系中的 ChIP 信号和 RNA-seq 数据,我们已经鉴定出几种 APA 事件的调节剂,它们直接或间接作用,暗示了一些重要基因的新功能,如 TCF7L2,它因参与 2 型糖尿病和癌症而闻名。此外,我们还鉴定了大量与五种不同癌症类型具有相同假定因果 CpG 位点的 QTM,强调了包括 apaQTM 在内的 QTM 在肿瘤发生过程中的作用。DNA 甲基化广泛参与人类癌症中 APA 事件的调控。为了阐明 DNA 甲基化对 APA 的潜在潜在分子机制,我们的研究为随后的实验验证铺平了道路,这些实验验证了 DNA 甲基化在 APA 调控和人类癌症发病机制中的复杂生物学功能。为了呈现一个全面的 apaQTM 图谱,我们引入了 Pancan-apaQTM 数据库,可在 https://pancan-apaqtm-zju.shinyapps.io/pancanaQTM/ 上获得。