Evidence mapPaperPMID 41601626Full record

ReviewFrontiers in immunology2025

Immune cell metabolic reprogramming in hepatocellular carcinoma: mechanisms, tumor microenvironment, and future immunotherapeutic directions.

Lichen Zhou, Wenjie Zhang, Zhuoran Liu, Yaming Xie, Kangyi Jiang

Abstract readReview
In one paragraph

Review in Frontiers in immunology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing 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

6 citing papers in PubMed.

  1. Review
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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.

Lichen Zhou *Department of Hepatobiliary Pancreatic Surgery, The People's Hospital of Leshan, Leshan, China.
Wenjie Zhang *Department of Hepatobiliary Pancreatic Surgery, The People's Hospital of Leshan, Leshan, China.
Zhuoran LiuDepartment of Hepatobiliary Pancreatic Surgery, The People's Hospital of Leshan, Leshan, China.
Yaming XieDepartment of Hepatobiliary Pancreatic Surgery, The People's Hospital of Leshan, Leshan, China.
Kangyi JiangDepartment of Hepatobiliary Pancreatic Surgery, The People's Hospital of Leshan, Leshan, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Hepatocellular carcinoma (HCC), the most common primary liver cancer, continues to rank among the leading causes of cancer-related death despite improvements in early detection and systemic therapies. Therapeutic advances, including immune checkpoint blockade, cancer vaccines, and adoptive cell therapies, have broadened treatment possibilities. However, their efficacy and durability are often limited by immune evasion within a metabolically challenging tumor microenvironment (TME). This review consolidates current knowledge on how metabolic reprogramming in immune cells influences HCC progression, therapy resistance, and clinical outcomes. We discuss the roles of glycolysis, oxidative phosphorylation, fatty acid oxidation, and amino acid metabolism kynurenine pathways-in regulating the differentiation and function of T cells, regulatory T cells, macrophages, dendritic cells, natural killer cells, and B cells. Environmental factors such as hypoxia, lactate accumulation, adenosine signaling, and lipid remodeling act as key TME cues that suppress antigen presentation, impair cytotoxic responses, and promote immunosuppressive myeloid phenotypes. Building on these mechanisms, current strategies focus on targeting metabolic checkpoints in immune cells, reshaping the TME, and integrating metabolic modulation with checkpoint inhibitors to enhance therapeutic efficacy. In addition, candidate biomarkers (including circulating metabolites, multi-omics profiles, and liquid-biopsy indicators of immune metabolism) offer opportunities for patient stratification and dynamic monitoring. Together, these insights provide a conceptual framework in which precise modulation of immune metabolism can potentiate existing immunotherapies and guide rational combination strategies, warranting further clinical investigation to achieve sustained benefit in HCC.

Indexed as

Carcinoma, HepatocellularImmunotherapyLiver NeoplasmsTumor MicroenvironmentAnimalsHumansMetabolic Reprogramminghepatocellular carcinomaimmune cell metabolismimmunotherapymetabolic reprogrammingtumor microenvironment

Identifiers

PMID41601626
PMCPMC12833076

What Socratic 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 Socratic graph.