Evidence map›Paper›PMID 41854891›Full record

ArticleCancer immunology, immunotherapy : CII2026

RARRES1 marks an immune-cold, chemoresistance-associated malignant epithelial subpopulation enriched in pancreatic ductal adenocarcinoma.

Heming Ge, Jingxuan Zhou, Tarik Ghadban, Gerrit Wolters-Eisfeld, Thilo Hackert, Dan Wang, Wenxue Liu, Cenap Güngör

Abstract read
In one paragraph

Article in Cancer immunology, immunotherapy : CII, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

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

What it found

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2 · The registry

The trial behind it

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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

1 citing paper in PubMed.

  1. 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

8 authors.

Heming GeDepartment of General Surgery, Xiangya Hospital, Central South University, Changsha, China.
Jingxuan ZhouDepartment of General, Visceral and Thoracic Surgery, University Medical Center Hamburg-Eppendorf, Hamburg, Germany.
Tarik GhadbanDepartment of General, Visceral and Thoracic Surgery, University Medical Center Hamburg-Eppendorf, Hamburg, Germany.
Gerrit Wolters-EisfeldDepartment of General, Visceral and Thoracic Surgery, University Medical Center Hamburg-Eppendorf, Hamburg, Germany.
Thilo HackertDepartment of General, Visceral and Thoracic Surgery, University Medical Center Hamburg-Eppendorf, Hamburg, Germany.
Dan WangDepartment of General Surgery, Xiangya Hospital, Central South University, Changsha, China.
Wenxue LiuNational Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, China. liuwenxue@csu.edu.cn.
Cenap GüngörDepartment of General, Visceral and Thoracic Surgery, University Medical Center Hamburg-Eppendorf, Hamburg, Germany. c.guengoer@uke.de.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundPancreatic ductal adenocarcinoma is characterized by therapy resistance and an immunosuppressive microenvironment. This study investigated the cellular mechanisms underlying chemotherapy resistance and immune evasion in PDAC, focusing on identifying key malignant epithelial subpopulations and their molecular drivers.

methodsWe analyzed scRNA-seq data from 27 samples, including treatment-naive and chemotherapy-exposed primary tumors and liver metastasis. Analysis included CNV inference, gene set enrichment, cell-cell communication, NMF analysis and drug sensitivity prediction. Validation employed gemcitabine-resistant cells, western blotting and pan-cancer survival analysis of TCGA/ICGC data.

resultsWe identified a malignant epithelial subcluster enriched in progressive disease samples and liver metastasis. This subcluster exhibited an immune-cold phenotype, characterized by disrupted communication with immune cells, increased immunosuppressive regulatory T cells and exclusion of anti-tumor effector cells. Further, it was associated with activated oncogenic and chemoresistance pathways, multi-drug resistance to standard therapies, higher tumor mutational burden and increased KRAS mutation frequency. RARRES1 was nominated as a core upregulated gene in this subpopulation. Functional studies confirmed RARRES1 overexpression in gemcitabine-resistant cells, and pan-cancer analysis established RARRES1 as a new biomarker for poor prognosis across multiple cancer types.

conclusionsOur work defines a chemotherapy-resistant and metastasis-enriched malignant epithelial subpopulation in PDAC that drives disease progression through an immune-cold niche. We identify RARRES1 as a pivotal regulator of this process, contributing to both therapy resistance and immune exclusion, and propose it as a novel pan-cancer prognostic biomarker. These findings reveal a targetable cellular mechanism underlying poor treatment response in PDAC.

Indexed as

Biomarkers, TumorCarcinoma, Pancreatic DuctalDrug Resistance, NeoplasmPancreatic NeoplasmsDeoxycytidineGemcitabineGene Expression Regulation, NeoplasticHumansTumor MicroenvironmentBiomarkers, TumorDeoxycytidineGemcitabineChemotherapy resistanceImmome microenvironmentPancreatic cancerRARRES1Single-cell RNA sequencingTumor heterogeneity

Identifiers

PMID41854891
PMCPMC13003062

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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.