Institute of Fundamental and Frontier Sciences, University of Electronic Science and Technology of China, Chengdu, China.
Yangtze Delta Region Institute (Quzhou), University of Electronic Science and Technology of China, Quzhou, China.
Commun Biol. 2024 Oct 5;7(1):1265. doi: 10.1038/s42003-024-06992-y.
DNA methylation plays a critical role in gene regulation by modulating the DNA binding of transcription factors (TFs). This study integrates TFs' ChIP-seq profiles with WGBS profiles to investigate how DNA methylation affects protein interactions. Statistical methods and a 5-letter DNA motif calling model have been developed to characterize DNA sequences bound by proteins, while considering the effects of DNA modifications. By employing these methods, 79 significant universal "stripe" TFs and cofactors (USFs), 2360 co-binding protein pairs, and distinct protein modules associated with various DNA methylation states have been identified. The USFs hint a regulatory hierarchy within these protein interactions. Proteins preferentially bind to non-CpG sites in methylated regions, indicating binding affinity is not solely CpG-dependent. Proteins involved in methylation-specific USFs and cobinding pairs play essential roles in promoting and sustaining DNA methylation through interacting with DNMTs or inhibiting TET binding. These findings underscore the interplay between protein binding and methylation, offering insights into epigenetic regulation in cellular biology.
DNA 甲基化通过调节转录因子 (TFs) 的 DNA 结合来在基因调控中发挥关键作用。本研究将 TFs 的 ChIP-seq 图谱与 WGBS 图谱相结合,研究 DNA 甲基化如何影响蛋白质相互作用。已经开发了统计方法和 5 字母 DNA 基序调用模型来描述蛋白质结合的 DNA 序列,同时考虑了 DNA 修饰的影响。通过使用这些方法,鉴定了 79 个显著的通用“条纹”TFs 和辅助因子 (USFs)、2360 个共结合蛋白对以及与各种 DNA 甲基化状态相关的独特蛋白质模块。USFs 暗示了这些蛋白质相互作用中的调控层次结构。蛋白质优先结合甲基化区域中的非 CpG 位点,表明结合亲和力不仅仅依赖于 CpG。参与甲基化特异性 USFs 和共结合对的蛋白质通过与 DNMTs 相互作用或抑制 TET 结合,在促进和维持 DNA 甲基化中发挥重要作用。这些发现强调了蛋白质结合与甲基化之间的相互作用,为细胞生物学中的表观遗传调控提供了深入了解。