Bioinformatics at Harbin Medical University, China.
Brief Bioinform. 2021 Jan 18;22(1):589-600. doi: 10.1093/bib/bbaa004.
The CCCTC-binding factor (CTCF) mediates transcriptional regulation and implicates epigenetic modifications in cancers. However, the systematically unveiling inverse regulatory relationship between CTCF and epigenetic modifications still remains unclear, especially the mechanism by which histone modification mediates CTCF binding. Here, we developed a systematic approach to investigate how epigenetic changes affect CTCF binding. Through integration analysis of CTCF binding in 30 cell lines, we concluded that CTCF generally binds with higher intensity in normal cell lines than that in cancers, and higher intensity in genome regions closed to transcription start sites. To facilitate the better understanding of their associations, we constructed linear mixed-effect models to analyze the effects of the epigenetic modifications on CTCF binding in four cancer cell lines and six normal cell lines, and identified seven epigenetic modifications as potential epigenetic patterns that influence CTCF binding intensity in promoter regions and six epigenetic modifications in enhancer regions. Further analysis of the effects in different locations revealed that the epigenetic regulation of CTCF binding was location-specific and cancer cell line-specific. Moreover, H3K4me2 and H3K9ac showed the potential association with immune regulation of disease. Taken together, our method can contribute to improve the understanding of the epigenetic regulation of CTCF binding and provide potential therapeutic targets for treating tumors associated with CTCF.
CCCTC 结合因子(CTCF)介导转录调控,并暗示了癌症中的表观遗传修饰。然而,CTCF 与表观遗传修饰之间的反向调控关系仍未被系统揭示,特别是组蛋白修饰介导 CTCF 结合的机制。在这里,我们开发了一种系统的方法来研究表观遗传变化如何影响 CTCF 结合。通过对 30 种细胞系中的 CTCF 结合进行综合分析,我们得出结论,CTCF 通常在正常细胞系中的结合强度高于癌症细胞系,并且在接近转录起始位点的基因组区域中的结合强度更高。为了更好地理解它们之间的关联,我们构建了线性混合效应模型来分析四种癌细胞系和六种正常细胞系中表观遗传修饰对 CTCF 结合的影响,并确定了七种表观遗传修饰作为影响启动子区域中 CTCF 结合强度的潜在表观遗传模式,以及六种增强子区域中的表观遗传修饰。对不同位置影响的进一步分析表明,CTCF 结合的表观遗传调控具有位置特异性和癌细胞系特异性。此外,H3K4me2 和 H3K9ac 显示出与疾病免疫调节的潜在关联。总之,我们的方法可以帮助提高对 CTCF 结合的表观遗传调控的理解,并为治疗与 CTCF 相关的肿瘤提供潜在的治疗靶点。