A cis-regulatory lexicon of DNA motif combinations mediating cell-type-specific gene regulation

介导细胞类型特异性基因调控的DNA基序组合的顺式调控词典

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作者:Laura K H Donohue ,Margaret G Guo ,Yang Zhao ,Namyoung Jung ,Rose T Bussat ,Daniel S Kim ,Poornima H Neela ,Laura N Kellman ,Omar S Garcia ,Robin M Meyers ,Russ B Altman ,Paul A Khavari

Abstract

Gene expression is controlled by transcription factors (TFs) that bind cognate DNA motif sequences in cis-regulatory elements (CREs). The combinations of DNA motifs acting within homeostasis and disease, however, are unclear. Gene expression, chromatin accessibility, TF footprinting, and H3K27ac-dependent DNA looping data were generated and a random-forest-based model was applied to identify 7,531 cell-type-specific cis-regulatory modules (CRMs) across 15 diploid human cell types. A co-enrichment framework within CRMs nominated 838 cell-type-specific, recurrent heterotypic DNA motif combinations (DMCs), which were functionally validated using massively parallel reporter assays. Cancer cells engaged DMCs linked to neoplasia-enabling processes operative in normal cells while also activating new DMCs only seen in the neoplastic state. This integrative approach identifies cell-type-specific cis-regulatory combinatorial DNA motifs in diverse normal and diseased human cells and represents a general framework for deciphering cis-regulatory sequence logic in gene regulation.

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