Evidence map›Paper›PMID 41593635›Full record

ReviewMolecular cancer2026

Mechanisms of tumor-derived extracellular vesicle-mediated immunometabolic reprogramming and immunotherapeutic resistance.

Hongyue Zeng, Ruiqi Zhang, Xingyao Zhu, Shuqi Shen, Hong Zou

Abstract readReview
In one paragraph

Review in Molecular cancer, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

5 authors.

Hongyue ZengDepartment of Pathology, The Second Affiliated Hospital of Zhejiang University School of Medicine, Zhejiang, 310009, China.
Ruiqi ZhangDepartment of Pathology, The Second Affiliated Hospital of Zhejiang University School of Medicine, Zhejiang, 310009, China.
Xingyao ZhuDepartment of Pathology, The Second Affiliated Hospital of Zhejiang University School of Medicine, Zhejiang, 310009, China.
Shuqi ShenDepartment of Pathology, The Second Affiliated Hospital of Zhejiang University School of Medicine, Zhejiang, 310009, China.
Hong ZouDepartment of Pathology, The Second Affiliated Hospital of Zhejiang University School of Medicine, Zhejiang, 310009, China. zouhong@zju.edu.cn.

Funding

National Natural Science Foundation of China 82373176
6 · The paper itself

Abstract

backgroundTumor-derived extracellular vesicles (tEVs) are emerging as pivotal mediators of intercellular communication within the tumor microenvironment (TME). Beyond carrying oncogenic cargo, tEVs dynamically reprogram immune and metabolic networks that shape tumor progression and therapeutic response. MAIN BODY: In this review, we delineate how tEV-mediated immunometabolic rewiring orchestrates resistance to immunotherapy. We summarize recent findings that demonstrate how tEVs remodel glucose, lipid, and amino acid metabolism in immune cells, which in turn generates immunosuppressive microenvironments. These tEV-driven changes give rise to “metabolic checkpoints,” a newly recognized layer of immune regulation parallel to classical immune checkpoints. We further discuss how these metabolic alterations contribute to both primary and acquired immunotherapeutic resistance. Finally, we outline potential therapeutic strategies—including targeting tEV biogenesis, blocking tEV–immune interactions, and modulating metabolic checkpoints—and highlight how artificial intelligence (AI)-integrated tEV profiling and liquid biopsy may enable patient stratification and precision intervention.

conclusionsUnderstanding how tEV-mediated metabolic regulation shapes immune escape provides conceptual and translational opportunities. Integrating AI-driven analytics with tEV-based diagnostics may transform the prediction and reversal of immunotherapeutic resistance.

Indexed as

Drug Resistance, NeoplasmExtracellular VesiclesImmunotherapyNeoplasmsAnimalsHumansMetabolic ReprogrammingTumor MicroenvironmentArtificial intelligenceImmune evasionImmunometabolic reprogrammingImmunotherapy resistanceLiquid biopsyMetabolic checkpointsTumor-derived extracellular vesicles

Identifiers

PMID41593635
PMCPMC12980980

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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.