HudsonAlpha Institute for Biotechnology, Huntsville, Alabama 35806, USA.
Vanderbilt University Medical Center, Nashville, Tennessee 37232, USA.
Genome Res. 2023 Dec 1;33(11):1879-1892. doi: 10.1101/gr.278205.123.
Transcription factors (TFs) are -acting proteins that bind -regulatory elements (CREs) in DNA to control gene expression. Here, we analyzed the genomic localization profiles of 529 sequence-specific TFs and 151 cofactors and chromatin regulators in the human cancer cell line HepG2, for a total of 680 broadly termed DNA-associated proteins (DAPs). We used this deep collection to model each TF's impact on gene expression, and identified a cohort of 26 candidate transcriptional repressors. We examine high occupancy target (HOT) sites in the context of three-dimensional genome organization and show biased motif placement in distal-promoter connections involving HOT sites. We also found a substantial number of closed chromatin regions with multiple DAPs bound, and explored their properties, finding that a MAFF/MAFK TF pair correlates with transcriptional repression. Altogether, these analyses provide novel insights into the regulatory logic of the human cell line HepG2 genome and show the usefulness of large genomic analyses for elucidation of individual TF functions.
转录因子(TFs)是一类具有活性的蛋白质,能够与 DNA 中的顺式调控元件(CREs)结合,从而控制基因表达。在这里,我们分析了人肝癌细胞系 HepG2 中 529 种序列特异性 TF 和 151 种共因子和染色质调节剂的基因组定位谱,共涉及 680 种广义上称为 DNA 相关蛋白(DAPs)。我们利用这个深度数据集来模拟每个 TF 对基因表达的影响,鉴定出了 26 个候选转录抑制因子。我们在三维基因组组织的背景下研究了高占有率靶(HOT)位点,并显示了在涉及 HOT 位点的远端启动子连接中,基序位置存在偏向性。我们还发现了大量具有多个 DAPs 结合的封闭染色质区域,并探索了它们的特性,发现 MAFF/MAFK TF 对与转录抑制相关。总之,这些分析为人类细胞系 HepG2 基因组的调控逻辑提供了新的见解,并展示了大规模基因组分析在阐明单个 TF 功能方面的有用性。