Evidence map›Paper›PMID 41711559›Full record

ArticleAmerican journal of clinical oncology2026

Relevance of Chemokines in Mobilizing γδ T Cells in the Biliary Tract Cancer Microenvironment: Potential for γδ T-Cell-Based Adoptive Cell Therapy.

Saikat Mandal, Arkadeep Dhali, Manideepa Maji, Guruprasad Aithal

Abstract read
In one paragraph

Article in American journal of clinical oncology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
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

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

1 citing paper in PubMed.

  1. 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

4 authors.

Saikat MandalSchool of Medicine, University of Nottingham.ORCID 0000-0003-3924-4830
Arkadeep DhaliFaculty of Health, Imperial College, London.ORCID 0000-0002-1794-2569
Manideepa MajiHull York Medical School, University of Hull.ORCID 0000-0003-2839-5158
Guruprasad AithalSchool of Medicine, University of Nottingham.

Funding

NIHR Nottingham Biomedical Research Centre IS-BRC-1215-20003
6 · The paper itself

Abstract

objectiveBiliary tract cancer (BTC) has a poor prognosis with limited therapeutic options. γδ T cells represent an MHC-independent immune cell population; however, their therapeutic efficacy in solid tumors is constrained by insufficient tumor infiltration. Chemokine-mediated trafficking is fundamental to T lymphocyte recruitment; however, the chemokine landscape of the BTC tumor microenvironment (TME) remains uncharacterized. Using single-cell RNA sequencing of BTC tissues, we delineated chemokine ligand expression patterns, stratified chemokine producers by lineage, assessed γδ T-cell recruitment mechanisms, and identified chemokine-mediated immune escape.

methodsWe analyzed single-cell RNA sequencing data from 3 independent GEO cohorts (GSE210066, GSE201425, and GSE213452; 19 patients) to comprehensively delineate γδ T-cell mobilization-related chemokine expression across the BTC TME using the Seurat v5.0 pipeline in R.

resultsAnalysis identified a multiaxis chemokine profile within the BTC TME. High expression of CCL5, CCL4, and CCL3 established predominant CCR5-mediated recruitment axes supporting Vγ9Vδ2 T-cell infiltration, whereas CCL2 and modest CXCL8 supported CCR2+ and CXCR1+ Vδ1 T-cell recruitment. Notably, CXCL16 expression supported epithelial γδ T-cell homing through CXCR6. However, critical deficiencies in CXCL9 and CXCL10 suppress the IFN-γ-driven immunity. Paradoxically, chemokine axes supporting γδ T-cell recruitment (CCL2-CCR2, CXCL8-CXCR1, CXCL12-CXCR4) simultaneously recruit immunosuppressive populations, such as myeloid-derived suppressor cells (MDSCs), regulatory T cells (Tregs), and tumor-associated macrophages (TAMs).

conclusionComprehensive single-cell analysis identified selective chemokine recruitment signatures supporting γδ T-cell infiltration but revealed paradoxical corecruitment of immunosuppressive populations. Patient stratification through chemokine profiling, combined with γδ T-cell enrichment and targeted chemokine antagonism, represents a rational therapeutic strategy.

Indexed as

adoptive cell therapybiliary tract cancerchemokinescholangiocarcinomagallbladder cancerγδ T-cell

Identifiers

PMID41711559
PMCPMC13690352

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Registered trials

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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.