Sequential transcriptional waves and NF-κB-driven chromatin remodeling direct drug-induced dedifferentiation in cancer
Drug-induced dedifferentiation towards drug-tolerant persister states is a common mechanism cancer cells exploit to escape therapies, hindering durable responses. How early epigenomic and transcriptomic programs coordinate to initiate these reversible transitions 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 in response to oncogene inhibition and subsequent release, driven by two tightly coupled transcriptional waves that orchestrate genome-scale chromatin reconfiguration. Modeling of these waves suggests NF-κB/RelA-driven chromatin remodeling as the underlying mechanism of cell-state dedifferentiation, which we validate experimentally. We identify RelA-target genes epigenetically modulated to drive this process and define a quantitative epigenome gauge of melanoma cell-state plasticity that supports targeting epigenetic machineries to potentiate oncogene inhibition. Across additional cancer models, oxidative stress-mediated NF-κB/RelA activation emerges as a common driver of transitions into drug-tolerant persister states, revealing a central role for NF-κB axis in coupling oxidative stress to cancer progression.
Authors
- Guideng Li (ORCID: https://orcid.org/0000-0003-0840-7262)
- 彭松明
- Xiwei Wu
- Alphonsus H. C. Ng (ORCID: https://orcid.org/0000-0003-0074-4598)
- Dazy Johnson
- Shiqun Shao (ORCID: https://orcid.org/0000-0001-7029-3791)
- James R. Heath (ORCID: https://orcid.org/0000-0001-5356-4385)
- Guangrong Qin (ORCID: https://orcid.org/0000-0001-8836-1246)
- David Baltimore (ORCID: https://orcid.org/0000-0001-8723-8190)
- Yan Kong (ORCID: https://orcid.org/0000-0002-2266-7872)
- Charles Warden (ORCID: https://orcid.org/0000-0002-1827-4486)
- Yin Tang (ORCID: https://orcid.org/0009-0006-6130-3509)
- Ilya Shmulevich (ORCID: https://orcid.org/0000-0002-4410-8780)
- Raphael Levine
- Yapeng Su (ORCID: https://orcid.org/0000-0002-6305-8467)
- J. Lee (ORCID: https://orcid.org/0000-0002-6749-5111)
- Min Xue (ORCID: https://orcid.org/0000-0002-8136-6551)
- Antoni Ribas (ORCID: https://orcid.org/0000-0003-3669-8458)
- Wei Wei (ORCID: https://orcid.org/0000-0002-1018-7708)
- Jinhui Wang (ORCID: https://orcid.org/0000-0002-3499-4336)
- Hanjun Cheng
- J Z Guo
- Lídia Robert
- Qihui Shi
- Rachel H. Ng (ORCID: https://orcid.org/0000-0003-3692-8524)
- Victoria Liu
- Stephanie Wong
- Daniel Chen
- Zhuo Wang
- Chunmei Liu
- Yu Xu
- Jie Chen
Institutions
- California Institute of Technology (US)
- University of California, Los Angeles (US)
- Shanghai Jiao Tong University (CN)
- Hebrew University of Jerusalem (IL)
- Peking University (CN)
- Fudan University (CN)
- Institute for Systems Biology (US)
- Sichuan Agricultural University (CN)
- Fudan University Shanghai Cancer Center (CN)
- Peking University Cancer Hospital (CN)
- Los Angeles Medical Center (US)
- City of Hope (US)
- USC Norris Comprehensive Cancer Center (US)
- UCLA Jonsson Comprehensive Cancer Center
Publication Details
- Journal
- Nature Communications
- Published
- 2026-04-15
- DOI
- https://doi.org/10.1038/s41467-026-71349-4
- Primary Topic
- Melanoma and MAPK Pathways
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- California Institute of Technology
- Jean Perkins Foundation
- National Natural Science Foundation of China
- Sociedad Española de Oncología Médica
- National Institutes of Health
- National Key Research and Development Program of China
- National Cancer Institute