Genes & DevelopmentGenomicsPeer-reviewed journal article
A distinct core regulatory module enforces oncogene expression in KMT2A-rearranged leukemia
Taku HaradaiD, Yaser HeshmatiiD, Jérémie KalfoniD, Monika W. PereziD, Juliana M. Xavier-FerrucioiD, Jazmin EwersiD, Benjamin Hubbell-Engler, Andrew V. KossenkoviD, Jana M. EllegastiD, Joanna S. Yi, Allyson Bowker, Qian ZhuiD, Kenneth EagleiD, Tianxin LiuiD, Kai YaniD, Joshua M. DempsteriD, Guillaume KugeneriD, Jayamanna M. Wickramasinghe, Zachary T. HerbertiD, Charles H. LiiD, Jošt Vrabič KoreniD, David M. WeinstockiD, Vikram R. ParalkariD, Behnam NabetiD, Charles Y. LiniD, , Maxim PimkiniD
- Citations
- 31
Abstract
A small set of lineage-restricted transcription factors (TFs), termed core regulatory circuitry (CRC), control cell identity and malignant transformation. Here, we integrated gene dependency, chromatin architecture and TF perturbation datasets to characterize 31 core TFs in acute myeloid leukemia (AML). Contrary to a widely accepted model, we detected a modular CRC structure with hierarchically organized, partially redundant and only sparsely interconnected modules of core TFs controlling distinct genetic programs. Rapid TF degradation followed by measurement of genome-wide transcription rates revealed that core TFs directly regulate dramatically fewer genes than previously assumed. Leukemias carrying KMT2A (MLL) rearrangements depend on the IRF8/MEF2 axis to directly enforce expression of the key oncogenes MYC, HOXA9 and BCL2. Our datasets provide an evolving model of CRC organization in human cells, and a resource for further inquiries into and therapeutic targeting of aberrant transcriptional circuits in cancer.
- organism: human
- assay: bulk RNA-seq
- research focus: gene regulatory network inference
- approach: statistical model
- approach: experimental assay
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