Evidence map›Paper›PMID 40516109›Full record

ArticleCancer discovery2025

Divergent Evolution of Malignant Subclones Maintains a Balance between Induced Aggressiveness and Intrinsic Drug Resistance in T-cell Cancer.

Terkild B Buus, Chella Krishna Vadivel, Maria Gluud, Martin R J Namini, Ziao Zeng, Signe Hedebo, Menghong Yin, Andreas Willerslev-Olsen, Emil M H Pallesen, Lang Yan and 17 more

Abstract read
In one paragraph

Article in Cancer discovery, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing 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

6 citing papers in PubMed.

  1. Mapping malignant T-cell states and immune circuits in Sézary syndrome by single-cell analysis.Journal of the European Academy of Dermatology and Venereology : JEADV · 2026
    Article
  2. Article
  3. Review
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  6. Review
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

27 authors.

Terkild B BuusDepartment of Immunology and Microbiology, LEO Foundation Skin Immunology Research Center, University of Copenhagen, Copenhagen, Denmark.ORCID 0000-0001-7180-6384
Chella Krishna VadivelDepartment of Immunology and Microbiology, LEO Foundation Skin Immunology Research Center, University of Copenhagen, Copenhagen, Denmark.ORCID 0000-0002-3710-5143
Maria GluudDepartment of Immunology and Microbiology, LEO Foundation Skin Immunology Research Center, University of Copenhagen, Copenhagen, Denmark.ORCID 0000-0001-8877-3486
Martin R J NaminiDepartment of Immunology and Microbiology, LEO Foundation Skin Immunology Research Center, University of Copenhagen, Copenhagen, Denmark.ORCID 0000-0001-7526-7883
Ziao ZengDepartment of Immunology and Microbiology, LEO Foundation Skin Immunology Research Center, University of Copenhagen, Copenhagen, Denmark.ORCID 0000-0002-9138-602X
Signe HedeboDepartment of Dermatology, Aarhus University Hospital, Aarhus, Denmark.ORCID 0009-0006-2481-035X
Menghong YinTranslational Skin Cancer Research, German Cancer Consortium (DKTK), University Medicine Essen, Essen, Germany.ORCID 0000-0002-2694-0848
Andreas Willerslev-OlsenDepartment of Immunology and Microbiology, LEO Foundation Skin Immunology Research Center, University of Copenhagen, Copenhagen, Denmark.ORCID 0000-0001-9687-7269
Emil M H PallesenDepartment of Immunology and Microbiology, LEO Foundation Skin Immunology Research Center, University of Copenhagen, Copenhagen, Denmark.ORCID 0000-0002-3712-0781
Lang YanDepartment of Immunology and Microbiology, LEO Foundation Skin Immunology Research Center, University of Copenhagen, Copenhagen, Denmark.ORCID 0009-0003-6336-723X
Edda P BlümelDepartment of Immunology and Microbiology, LEO Foundation Skin Immunology Research Center, University of Copenhagen, Copenhagen, Denmark.ORCID 0000-0002-3270-9466
Emma U EwingDepartment of Immunology and Microbiology, LEO Foundation Skin Immunology Research Center, University of Copenhagen, Copenhagen, Denmark.ORCID 0009-0005-3695-8709
Sana AhmadDepartment of Immunology and Microbiology, LEO Foundation Skin Immunology Research Center, University of Copenhagen, Copenhagen, Denmark.ORCID 0000-0003-3309-8350
Lara P SorrosalDepartment of Immunology and Microbiology, LEO Foundation Skin Immunology Research Center, University of Copenhagen, Copenhagen, Denmark.ORCID 0009-0001-3157-7115
Carsten GeislerDepartment of Immunology and Microbiology, LEO Foundation Skin Immunology Research Center, University of Copenhagen, Copenhagen, Denmark.ORCID 0000-0002-8472-0771
Charlotte M BonefeldDepartment of Immunology and Microbiology, LEO Foundation Skin Immunology Research Center, University of Copenhagen, Copenhagen, Denmark.ORCID 0000-0002-0523-6229
Anders WoetmannDepartment of Immunology and Microbiology, LEO Foundation Skin Immunology Research Center, University of Copenhagen, Copenhagen, Denmark.ORCID 0000-0002-3008-735X
Mads H AndersenDepartment of Oncology, National Center for Cancer Immune Therapy (CCIT-dk), Copenhagen University Hospital, Herlev Hospital, Herlev, Denmark.ORCID 0000-0002-2914-9605
Tomas MustelinDivision of Rheumatology, Department of Medicine, University of Washington, Seattle, Washington.ORCID 0000-0001-5912-8840
Claus JohansenDepartment of Dermatology, Aarhus University Hospital, Aarhus, Denmark.ORCID 0000-0002-5665-5212
Marion WobserDepartment of Dermatology, University Hospital Würzburg, Würzburg, Germany.ORCID 0000-0002-6293-2554
Maria R KamstrupDepartment of Dermatology, Bispebjerg and Frederiksberg Hospital, Copenhagen, Denmark.ORCID 0000-0003-2173-4516
Emmanuella GuenovaDepartment of Dermatology, Lausanne University Hospital (CHUV) and Faculty of Biology and Medicine, University of Lausanne, Lausanne, Switzerland.ORCID 0000-0001-5478-8735
Jürgen C BeckerTranslational Skin Cancer Research, German Cancer Consortium (DKTK), University Medicine Essen, Essen, Germany.ORCID 0000-0001-9183-653X
Sergei B KoralovDepartment of Pathology, New York University School of Medicine, New York, New York.ORCID 0000-0002-4843-3791
Rikke BechDepartment of Dermatology, Aarhus University Hospital, Aarhus, Denmark.ORCID 0000-0001-7922-6317
Niels ØdumDepartment of Immunology and Microbiology, LEO Foundation Skin Immunology Research Center, University of Copenhagen, Copenhagen, Denmark.ORCID 0000-0003-3135-5624

Funding

Role of S.aureus in Cutaneous T Cell Lymphoma PathogenesisR01CA271245 · NCI · NEW YORK UNIVERSITY SCHOOL OF MEDICINE · PI Sergei Borisovich Koralov · 2022 to 2026
$2.7M
Kongelig Hofbuntmager Aage Bangs Fond (Aage Bangs Fond)LEO Fondet (LEO Foundation) LF-FE-23-700015LEO Fondet (LEO Foundation) LF-OC-20-000351Lundbeck Foundation (Lundbeckfonden)National Cancer Institute (NCI) R01CA271245NCI NIH HHS R01 CA271245Novo Nordisk Fonden (NNF)
6 · The paper itself

Abstract

Evolution and outgrowth of drug-resistant cancer cells are common causes of treatment failure. Patients with leukemic cutaneous T-cell lymphoma have a poor prognosis because of the development of drug resistance and severe bacterial infections. In this study, we show that most patients with leukemic cutaneous T-cell lymphoma harbor multiple genetically distinct subclones that express an identical clonal antigen receptor but display distinct phenotypes and functional properties. These coexisting malignant subclones exhibit differences in tissue homing, metabolism, and cytokine expression and respond differently to extrinsic factors like Staphylococcus aureus and cancer drugs. Indeed, although S. aureus toxins selectively enhance activation and proliferation of certain subclones, these responsive subclones are also the most intrinsically sensitive to cancer drugs when the stimuli are removed. Consequently, although the divergent evolution of malignant subclones drives aggressiveness, adaptability, and drug resistance by removing extrinsic stimuli and mapping malignant subclones, we can expose inherent vulnerabilities that can be exploited in the treatment of these cancers. SIGNIFICANCE: Cancer cells have inherent disparity in hallmark traits, such as aggressiveness and intrinsic drug resistance. We show that segregation of hallmark traits on different coexisting subclones is common and augments adaptability, aggressiveness, and drug resistance of the overall cancer population. Importantly, this segregation exposes vulnerabilities that can be exploited in individualized therapies.

Indexed as

Drug Resistance, NeoplasmLymphoma, T-Cell, CutaneousClonal EvolutionHumans

Identifiers

PMID40516109
PMCPMC12498100

What OpenQuestion holds

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LicenceCC BY-NC-ND
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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.