Leukemia core transcriptional circuitry is a sparsely interconnected hierarchy stabilized by incoherent feed-forward loops

白血病核心转录回路是一个稀疏互连的层次结构,由不相干的前馈回路稳定

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作者:Taku Harada, Jérémie Kalfon, Monika W Perez, Kenneth Eagle, Flora Dievenich Braes, Rashad Batley, Yaser Heshmati, Juliana Xavier Ferrucio, Jazmin Ewers, Stuti Mehta, Andrew Kossenkov, Jana M Ellegast, Allyson Bowker, Jayamanna Wickramasinghe, Behnam Nabet, Vikram R Paralkar, Neekesh V Dharia, Kimber

Abstract

Lineage-defining transcription factors form densely interconnected circuits in chromatin occupancy assays, but the functional significance of these networks remains underexplored. We reconstructed the functional topology of a leukemia cell transcription network from the direct gene-regulatory programs of eight core transcriptional regulators established in pre-steady state assays coupling targeted protein degradation with nascent transcriptomics. The core regulators displayed narrow, largely non-overlapping direct transcriptional programs, forming a sparsely interconnected functional hierarchy stabilized by incoherent feed-forward loops. BET bromodomain and CDK7 inhibitors disrupted the core regulators' direct programs, acting as mixed agonists/antagonists. The network is predictive of dynamic gene expression behaviors in time-resolved assays and clinically relevant pathway activity in patient populations.

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