Evidence map›Paper›PMID 41986344›Full record

ArticleNature communications2026

Sequential transcriptional waves and NF-κB-driven chromatin remodeling direct drug-induced dedifferentiation in cancer.

Yapeng Su, Chunmei Liu, Xiang Lu, Hui-Yu Chuang, Guideng Li, Shiqun Shao, Yan Kong, Jihoon W Lee, Rachel H Ng, Stephanie Wong and 24 more

Abstract read
In one paragraph

Article in Nature communications, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

2 citing papers in PubMed.

  1. Article
  2. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

34 authors.

Yapeng Su *Institute for Systems Biology, Seattle, WA, USA.
Chunmei Liu *Institute for Systems Biology, Seattle, WA, USA.
Xiang Lu *Department of Molecular and Medical Pharmacology, University of California-Los Angeles, Los Angeles, CA, USA.ORCID 0000-0002-1176-5389
Hui-Yu Chuang *Institute for Systems Biology, Seattle, WA, USA.ORCID 0000-0002-8489-7171
Guideng LiDivision of Biology and Biological Engineering, California Institute of Technology, Pasadena, CA, USA.ORCID 0000-0003-0840-7262
Shiqun ShaoInstitute for Systems Biology, Seattle, WA, USA.
Yan KongThe Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education), Department of Renal Cancer and Melanoma, Peking University Cancer Hospital and Institute, Beijing, China.ORCID 0000-0002-2266-7872
Jihoon W LeeDivision of Chemistry and Chemical Engineering, California Institute of Technology, Pasadena, CA, USA.ORCID 0000-0002-6749-5111
Rachel H NgDivision of Chemistry and Chemical Engineering, California Institute of Technology, Pasadena, CA, USA.ORCID 0000-0003-3692-8524
Stephanie WongDivision of Biology and Biological Engineering, California Institute of Technology, Pasadena, CA, USA.
Lidia RobertDepartment of Medicine, University of California-Los Angeles, Los Angeles, CA, USA.
Charles WardenDepartment of Molecular and Cellular Biology, City of Hope, Duarte, CA, USA.ORCID 0000-0002-1827-4486
Victoria LiuDivision of Chemistry and Chemical Engineering, California Institute of Technology, Pasadena, CA, USA.
Jie ChenKey Laboratory of Systems Biomedicine (Ministry of Education), Shanghai Center for Systems Biomedicine, Shanghai Jiao Tong University, Shanghai, China.
Zhuo WangKey Laboratory of Systems Biomedicine (Ministry of Education), Shanghai Center for Systems Biomedicine, Shanghai Jiao Tong University, Shanghai, China.
Guangrong QinInstitute for Systems Biology, Seattle, WA, USA.
Yin TangInstitute for Systems Biology, Seattle, WA, USA.ORCID 0009-0006-6130-3509
Hanjun ChengInstitute for Systems Biology, Seattle, WA, USA.
Alphonsus H C NgInstitute for Systems Biology, Seattle, WA, USA.
Daniel ChenInstitute for Systems Biology, Seattle, WA, USA.
Songming PengDivision of Chemistry and Chemical Engineering, California Institute of Technology, Pasadena, CA, USA.
Min XueDivision of Chemistry and Chemical Engineering, California Institute of Technology, Pasadena, CA, USA.ORCID 0000-0002-8136-6551
Dazy JohnsonDepartment of Molecular and Medical Pharmacology, University of California-Los Angeles, Los Angeles, CA, USA.
Yu XuFudan University Shanghai Cancer Center, Shanghai, China.
Jinhui WangDepartment of Molecular and Cellular Biology, City of Hope, Duarte, CA, USA.ORCID 0000-0002-3499-4336
Xiwei WuDepartment of Molecular and Cellular Biology, City of Hope, Duarte, CA, USA.
Ilya ShmulevichInstitute for Systems Biology, Seattle, WA, USA.
Qihui ShiKey Laboratory of Systems Biomedicine (Ministry of Education), Shanghai Center for Systems Biomedicine, Shanghai Jiao Tong University, Shanghai, China.ORCID 0000-0001-8403-9452
Raphael LevineDepartment of Molecular and Medical Pharmacology, University of California-Los Angeles, Los Angeles, CA, USA.
Antoni RibasDepartment of Molecular and Medical Pharmacology, University of California-Los Angeles, Los Angeles, CA, USA.ORCID 0000-0003-3669-8458
David BaltimoreDivision of Biology and Biological Engineering, California Institute of Technology, Pasadena, CA, USA.ORCID 0000-0001-8723-8190
Jun GuoThe Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education), Department of Renal Cancer and Melanoma, Peking University Cancer Hospital and Institute, Beijing, China.
James R HeathInstitute for Systems Biology, Seattle, WA, USA. jheath@systemsbiology.org.ORCID 0000-0001-5356-4385
Wei WeiInstitute for Systems Biology, Seattle, WA, USA. wwei@systemsbiology.org.ORCID 0000-0002-1018-7708

Funding

Spatiotemporal Tumor Analytics for Guiding Sequential Targeted-Inhibitor: Immunotherapy Combinations (ST-Analytics)U54CA274509 · NCI · INSTITUTE FOR SYSTEMS BIOLOGY · PI Rong Fan · 2022 to 2026
$15.6M
TARGETED COMBINATORIAL TREATMENT OF BRAF MELANOMASP01CA168585 · NCI · UNIVERSITY OF CALIFORNIA LOS ANGELES · PI DRY, SARAH M. · 2013 to 2017
$8.4M
Steady states and cellular transitions associated with carcinogenesis and tumorprogressionU01CA217655 · NCI · INSTITUTE FOR SYSTEMS BIOLOGY · PI HEATH, JAMES R., WEI, WEI · 2017 to 2021
$3.9M
NCI NIH HHS P01CA168585NCI NIH HHS U01 CA217655NCI NIH HHS U54 CA274509U.S. Department of Health & Human Services | National Institutes of Health (NIH) U01CA217655U.S. Department of Health & Human Services | National Institutes of Health (NIH) U54CA274509
6 · The paper itself

Abstract

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.

Indexed as

Cell DedifferentiationChromatin Assembly and DisassemblyMelanomaNF-kappa BAnimalsAntineoplastic AgentsCell Line, TumorEpigenesis, GeneticGene Expression Regulation, NeoplasticHumansOxidative StressProto-Oncogene Proteins B-rafTranscription Factor RelATranscription, GeneticAntineoplastic AgentsBRAF protein, humanNF-kappa BProto-Oncogene Proteins B-rafTranscription Factor RelA

Identifiers

PMID41986344
PMCPMC13083995

What OpenQuestion holds

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LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.