Evidence map›Paper›PMID 35288462›Full record

Observational studyJournal for immunotherapy of cancer2022

ZEB1 transcription factor promotes immune escape in melanoma.

Maud Plaschka, Valentin Benboubker, Maxime Grimont, Justine Berthet, Laurie Tonon, Jonathan Lopez, Myrtille Le-Bouar, Brigitte Balme, Garance Tondeur, Arnaud de la Fouchardière and 8 more

2 registry-linked trialsOpen access · goldAbstract readObservational Study
In one paragraph

Observational study in Journal for immunotherapy of cancer, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to 2 registered trials, which are not on this map. Cited by 63 papers.

0numbers the graph read from it
0cells of the map it votes in
63citing papers in PubMed
9.5field-weighted citation impact, top 1% of its field
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.

NCT02828202 recruitingnot on this map

Constitution of a National Cohort of Patients With Metastatic Melanoma Resectable Stage II or Stage III or IV or Unresectable Primary With the Objective of Setting up Epidemiological Monitoring and Clinico-biological Database, MELBASE

TypeobservationalSponsorAssistance Publique - Hôpitaux de ParisRan2013 to 2026Enrolled6,000ConditionsMalignant MelanomaArmsBiological, Tissular, Quality of life
NCT03225365 nacompletednot on this map

Immune Modulation Study in Patients With Metastatic Melanoma Treated With a First Line Therapy of Nivolumab +/- Ipilimumab (IMMUNONIVO/MelpredictPD1).

TypeinterventionalSponsorHospices Civils de LyonRan2019 to 2021Enrolled5ConditionsMetastatic MelanomaArmsBlood and biopsy sampling
3 · Its place in the literature

Who cites it

63 citing papers in PubMed, 97 citations in OpenAlex.

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  14. Overcoming resistance to anti-PD-1/PD-L1 therapy in cancer.Cancer drug resistance (Alhambra, Calif.) · 2026
    Review
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3 more citing papers are in PubMed but not listed here.

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

18 authors at 4 institutions in 2 countries.

Maud PlaschkaCancer Cell Plasticity in Melanoma, Cancer Research Center of Lyon, Université de Lyon, Université Claude Bernard Lyon, INSERM 1052, CNRS 5286, Centre Léon Bérard, Lyon, France.ORCID 0000-0003-1137-7623
Valentin BenboubkerCancer Cell Plasticity in Melanoma, Cancer Research Center of Lyon, Université de Lyon, Université Claude Bernard Lyon, INSERM 1052, CNRS 5286, Centre Léon Bérard, Lyon, France.ORCID 0000-0003-3162-1128
Maxime GrimontCancer Cell Plasticity in Melanoma, Cancer Research Center of Lyon, Université de Lyon, Université Claude Bernard Lyon, INSERM 1052, CNRS 5286, Centre Léon Bérard, Lyon, France.
Justine BerthetCancer Immune Surveillance and Therapeutic Targeting, Cancer Research Center of Lyon, Université de Lyon, Université Claude Bernard Lyon 1, INSERM 1052, CNRS 5286, Centre Léon Bérard, Lyon, France.
Laurie TononFondation Synergie Lyon Cancer, Plateforme de bio-informatique Gilles Thomas, Centre Léon Bérard, Lyon, France.
Jonathan LopezCancer Cell Plasticity in Melanoma, Cancer Research Center of Lyon, Université de Lyon, Université Claude Bernard Lyon, INSERM 1052, CNRS 5286, Centre Léon Bérard, Lyon, France.
Myrtille Le-BouarDermatology Unit, Hospices Civils de Lyon, CH Lyon Sud, Pierre Bénite, France.
Brigitte BalmeDermatology Unit, Hospices Civils de Lyon, CH Lyon Sud, Pierre Bénite, France.
Garance TondeurDermatology Unit, Hospices Civils de Lyon, CH Lyon Sud, Pierre Bénite, France.
Arnaud de la FouchardièreCancer Cell Plasticity in Melanoma, Cancer Research Center of Lyon, Université de Lyon, Université Claude Bernard Lyon, INSERM 1052, CNRS 5286, Centre Léon Bérard, Lyon, France.
Lionel LarueInstitut Curie, PSL Research University, Paris, France.
Alain PuisieuxInstitut Curie, PSL Research University, Paris, France.
Yenkel Grinberg-BleyerMolecular Regulation of Immunity in Cancer, Cancer Research Center of Lyon, Université de Lyon, Université Claude Bernard Lyon, INSERM 1052, CNRS 5286, Centre Léon Bérard, Lyon, France.
Nathalie Bendriss-VermareCancer Immune Surveillance and Therapeutic Targeting, Cancer Research Center of Lyon, Université de Lyon, Université Claude Bernard Lyon 1, INSERM 1052, CNRS 5286, Centre Léon Bérard, Lyon, France.
Bertrand DuboisCancer Immune Surveillance and Therapeutic Targeting, Cancer Research Center of Lyon, Université de Lyon, Université Claude Bernard Lyon 1, INSERM 1052, CNRS 5286, Centre Léon Bérard, Lyon, France.
Christophe CauxCancer Immune Surveillance and Therapeutic Targeting, Cancer Research Center of Lyon, Université de Lyon, Université Claude Bernard Lyon 1, INSERM 1052, CNRS 5286, Centre Léon Bérard, Lyon, France.
Stéphane DalleCancer Cell Plasticity in Melanoma, Cancer Research Center of Lyon, Université de Lyon, Université Claude Bernard Lyon, INSERM 1052, CNRS 5286, Centre Léon Bérard, Lyon, France.
Julie CaramelCancer Cell Plasticity in Melanoma, Cancer Research Center of Lyon, Université de Lyon, Université Claude Bernard Lyon, INSERM 1052, CNRS 5286, Centre Léon Bérard, Lyon, France julie.caramel@lyon.unicancer.fr.ORCID 0000-0002-8883-918X
Université Claude Bernard Lyon 1 · FRHospices Civils de Lyon · FRUniversité Paris Sciences et Lettres · FRCentre Léon Bérard · FR

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundThe efficacy of immunotherapies in metastatic melanoma depends on a robust T cell infiltration. Oncogenic alterations of tumor cells have been associated to T cell exclusion. Identifying novel cancer cell-intrinsic non-genetic mechanisms of immune escape, the targeting of which would reinstate T cell recruitment, would allow to restore the response to anti-programmed cell death protein 1 (PD-1) antibody therapy. The epithelial-to-mesenchymal transition (EMT)-inducing transcription factor ZEB1 is a major regulator of melanoma cell plasticity, driving resistance to mitogen-activated protein kinase (MAPK) targeted therapies. We thus wondered whether ZEB1 signaling in melanoma cells may promote immune evasion and resistance to immunotherapy.

methodsWe evaluated the putative correlation between ZEB1 expression in melanoma cells and the composition of the immune infiltrate in a cohort of 60 human melanoma samples by combining transcriptomic (RNA-sequencing) and seven-color spatial multi-immunofluorescence analyses. Algorithm-based spatial reconstitution of tumors allowed the quantification of CD8

resultsCombined spatial and transcriptomic analyses of the immune infiltrates in human melanoma samples demonstrated that ZEB1 expression in melanoma cells is associated with decreased CD8

conclusionsWe identify the ZEB1 transcription factor as a key determinant of melanoma immune escape, highlighting a previously unknown therapeutic target to increase efficacy of immunotherapy in melanoma. TRIAL REGISTRATION NUMBER: NCT02828202.

Indexed as

MelanomaZinc Finger E-box-Binding Homeobox 1AnimalsEpithelial-Mesenchymal TransitionHumansImmunotherapyMiceOncogenesZEB1 protein, humanZinc Finger E-box-Binding Homeobox 1immunotherapylymphocytesmelanomatumor escapetumor-infiltratingtumor microenvironment

Identifiers

PMID35288462
PMCPMC8921918
OpenAlexW4221099628

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC
Read underepoch 390

Registered trials

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.