Nature CommunicationsCancer BiologyPeer-reviewed journal article
Sequential transcriptional waves and NF-κB-driven chromatin remodeling direct drug-induced dedifferentiation in cancer
Yapeng SuiD, Chunmei Liu, Xiang LuiD, Hui-Yu ChuangiD, Guideng LiiD, Shiqun ShaoiD, Yan KongiD, Jihoon William LeeiD, Rachel H. NgiD, Stephanie Wong, Lídia Robert, Charles WardeniD, Victoria LiuiD, Jie CheniD, Zhuo WangiD, Guangrong QiniD, Yin TangiD, Hanjun Cheng, Alphonsus H. C. NgiD, Daniel CheniD, 彭松明, Min XueiD, Dazy Johnson, Yu Xu, Jinhui WangiD, , Wei WeiiD
Abstract
Drug-induced dedifferentiation towards a drug-tolerant persister state is a common mechanism cancer cells exploit to escape therapies, posing a significant obstacle to sustained therapeutic efficacy. The dynamic coordination of epigenomic and transcriptomic programs at the early-stage of drug exposure, which initiates and orchestrates these reversible dedifferentiation events, remains largely unexplored. Here we employ high-temporal-resolution multi-omics profiling, information-theoretic approaches, and dynamic system modeling to probe these processes in BRAF-mutant melanoma models and patient specimens. We uncover a hysteretic transition trajectory of melanoma cells in response to oncogene inhibition and subsequent release, driven by the sequential operation of two tightly coupled transcriptional waves, which orchestrate genome-scale chromatin state reconfiguration. Modeling of the transcriptional wave interactions predicts NF-{kappa}B/RelA-driven chromatin remodeling as the underlying mechanism of cell-state dedifferentiation, a finding we validate experimentally. Our results identify critical RelA-target genes that are epigenetically modulated to drive this process, establishing a quantitative epigenome gauge to measure cell-state plasticity in melanomas, which supports the potential use of drugs targeting epigenetic machineries to potentiate oncogene inhibition. Extending our investigation to other cancer models, we identify oxidative stress-mediated NF-{kappa}B/RelA activation as a common mechanism driving cellular transitions towards drug-tolerant persister states, revealing a novel and pivotal role for the NF-{kappa}B signaling axis in linking cellular oxidative stress to cancer progression.
- organism: human
- assay: bulk RNA-seq
- assay: ChIP-seq
- assay: DNA methylation
- research focus: chromatin & epigenetic regulation
- research focus: cell type annotation
- research focus: gene regulatory network inference
- approach: deep learning
- approach: statistical model
- Citations
- 14
- FWCI
- 1.48
- Field percentile
- top 20%
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