Computational Biology Branch, National Center for Biotechnology Information, National Library of Medicine, National Institutes of Health, Bethesda, Maryland 20892, USA.
Genome Res. 2022 Mar;32(3):437-448. doi: 10.1101/gr.275992.121. Epub 2022 Feb 1.
Dual-function regulatory elements (REs), acting as enhancers in some cellular contexts and as silencers in others, have been reported to facilitate the precise gene regulatory response to developmental signals in However, with few isolated examples detected, dual-function REs in mammals have yet to be systematically studied. We herein investigated this class of REs in the human genome and profiled their activity across multiple cell types. Focusing on enhancer-silencer transitions specific to the development of T cells, we built an accurate deep learning classifier of REs and identified about 12,000 silencers active in primary peripheral blood T cells that act as enhancers in embryonic stem cells. Compared with regular silencers, these dual-function REs are evolving under stronger purifying selection and are enriched for mutations associated with disease phenotypes and altered gene expression. In addition, they are enriched in the loci of transcriptional regulators, such as transcription factors (TFs) and chromatin remodeling genes. Dual-function REs consist of two intertwined but largely distinct sets of binding sites bound by either activating or repressing TFs, depending on the type of RE function in a given cell line. This indicates the recruitment of different TFs for different regulatory modes and a complex DNA sequence composition of these REs with dual activating and repressive encoding. With an estimated >6% of cell type-specific human silencers acting as dual-function REs, this overlooked class of REs requires a specific investigation on how their inherent functional plasticity might be a contributing factor to human diseases.
双功能调控元件(REs)在某些细胞环境中作为增强子,在其他环境中作为沉默子,据报道,它们有助于对发育信号进行精确的基因调控反应。然而,由于仅检测到少数孤立的例子,哺乳动物中的双功能 RE 尚未得到系统研究。我们在此研究了人类基因组中的这类 RE,并在多种细胞类型中对其活性进行了分析。我们专注于 T 细胞发育特有的增强子-沉默子转换,构建了一个针对 RE 的精确深度学习分类器,并鉴定了约 12000 个在原代外周血 T 细胞中活跃的沉默子,它们在胚胎干细胞中作为增强子起作用。与常规沉默子相比,这些双功能 RE 受到更强的纯化选择,并且富含与疾病表型和基因表达改变相关的突变。此外,它们富含转录调控因子(如转录因子(TFs)和染色质重塑基因)的基因座。双功能 RE 由两组交织但在很大程度上不同的结合位点组成,这些结合位点由激活或抑制 TF 结合,具体取决于特定细胞系中 RE 功能的类型。这表明不同的 TF 被招募用于不同的调控模式,并且这些具有双重激活和抑制编码的 RE 具有复杂的 DNA 序列组成。估计 >6%的细胞类型特异性人类沉默子作为双功能 RE,这种被忽视的 RE 类需要对其内在功能可塑性如何成为人类疾病的一个促成因素进行专门研究。