Department of Computational Medicine & Bioinformatics, University of Michigan, Ann Arbor, USA.
Department of Human Genetics, University of Michigan, Ann Arbor, USA.
Nat Commun. 2021 Feb 26;12(1):1307. doi: 10.1038/s41467-021-21534-4.
Interactions between transcription factors and chromatin are fundamental to genome organization and regulation and, ultimately, cell state. Here, we use information theory to measure signatures of organized chromatin resulting from transcription factor-chromatin interactions encoded in the patterns of the accessible genome, which we term chromatin information enrichment (CIE). We calculate CIE for hundreds of transcription factor motifs across human samples and identify two classes: low and high CIE. The 10-20% of common and tissue-specific high CIE transcription factor motifs, associate with higher protein-DNA residence time, including different binding site subclasses of the same transcription factor, increased nucleosome phasing, specific protein domains, and the genetic control of both chromatin accessibility and gene expression. These results show that variations in the information encoded in chromatin architecture reflect functional biological variation, with implications for cell state dynamics and memory.
转录因子与染色质之间的相互作用是基因组组织和调控的基础,最终决定了细胞状态。在这里,我们利用信息论来测量转录因子与染色质相互作用所导致的染色质有序性的特征,这些特征被编码在可及基因组的模式中,我们称之为染色质信息富集(Chromatin Information Enrichment,CIE)。我们在数百个人类样本中计算了数百个转录因子基序的 CIE,并将其分为两类:低 CIE 和高 CIE。10-20%的常见和组织特异性高 CIE 转录因子基序与更高的蛋白-DNA 居留时间相关,包括同一转录因子的不同结合位点子类、核小体相位增加、特定的蛋白质结构域,以及染色质可及性和基因表达的遗传控制。这些结果表明,染色质结构中编码信息的变化反映了功能生物学的变化,这对细胞状态的动态和记忆具有重要意义。