Evidence map›Paper›PMID 41925872›Full record

ArticleCancer immunology, immunotherapy : CII2026

Metformin drives HIF-1α-mediated dual metabolic reprogramming to enhance γδ T cell therapy in triple-negative breast cancer.

Xuping Qin, Haowen Zhong, Meize Liu, Tiantian Yu, Rong Ma, Ying Zhou, Jingyu Chen, Fen Liu, Xiwei Wang, Jianting Long

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.

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

10 authors.

Xuping Qin *Department of Oncology, The First Affiliated Hospital, Sun Yat-Sen University, Guangzhou, 510080, China.
Haowen Zhong *Department of Oncology, The First Affiliated Hospital, Sun Yat-Sen University, Guangzhou, 510080, China.
Meize Liu *Department of Oncology, The First Affiliated Hospital, Sun Yat-Sen University, Guangzhou, 510080, China.
Tiantian YuDepartment of Oncology, The First Affiliated Hospital, Sun Yat-Sen University, Guangzhou, 510080, China.
Rong MaDepartment of Oncology, The First Affiliated Hospital, Sun Yat-Sen University, Guangzhou, 510080, China.
Ying ZhouDepartment of Oncology, The First Affiliated Hospital, Sun Yat-Sen University, Guangzhou, 510080, China.
Jingyu ChenDepartment of Oncology, The First Affiliated Hospital, Sun Yat-Sen University, Guangzhou, 510080, China.
Fen LiuDepartment of Gastroenterology and Hepatology, Guangzhou First People's Hospital, School of Medicine, South China University of Technology, Guangzhou, 510180, China.
Xiwei WangDepartment of Oncology, The First Affiliated Hospital, Sun Yat-Sen University, Guangzhou, 510080, China. wangxw83@mail.sysu.edu.cn.
Jianting LongDepartment of Oncology, The First Affiliated Hospital, Sun Yat-Sen University, Guangzhou, 510080, China. longjt2@mail.sysu.edu.cn.

Funding

Natural Science Foundation of Guangdong Province 2024A1515012879
6 · The paper itself

Abstract

Triple-negative breast cancer (TNBC) lacks effective targeted treatments, rendering γδ T cell immunotherapy a promising therapeutic strategy. However, the function of these immune cells is often limited by exhaustion and immunosuppression. This study investigated whether metformin can enhance γδ T cell-mediated immunity against TNBC. Results demonstrated that metformin increased the cytotoxicity, proliferation, and cytokine production of γδ T cells while reducing their exhaustion markers. It differentially modulated cellular metabolism by enhancing oxidative phosphorylation (OXPHOS) and glycolysis in γδ T cells while suppressing these pathways in cancer cells through AMPK-HIF1-α signaling. Metformin also upregulated stress ligands on tumor cells, thereby improving immune recognition. In chemoresistant models, metformin restored γδ T cell function. Clinical data further showed that high AMPK activity and increased γδ T cell infiltration were associated with improved patient survival. These findings indicate that metformin remodels immunometabolism and enhances tumor immunogenicity, supporting its potential as a combinatory agent in γδ T cell-based immunotherapy for TNBC.

Indexed as

Hypoxia-Inducible Factor 1, alpha SubunitImmunotherapy, AdoptiveMetforminReceptors, Antigen, T-Cell, gamma-deltaTriple Negative Breast NeoplasmsAnimalsCell Line, TumorFemaleHumansMetabolic ReprogrammingMiceT-Cell ExhaustionT-LymphocytesHIF1A protein, humanHypoxia-Inducible Factor 1, alpha SubunitMetforminReceptors, Antigen, T-Cell, gamma-deltaMetabolic reprogrammingMetforminTNBCγδ T cells

Identifiers

PMID41925872
PMCPMC13046905

What OpenQuestion holds

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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.