Evidence map›Paper›PMID 42643672›Full record

ArticleFrontiers in immunology2026

Linoleic acid metabolic reprogramming is linked to immunometabolic remodeling and post-transplant recurrence risk in hepatocellular carcinoma.

Ruixin Zhang, Anhong Zhang, Tian Gao, Chengjie Zhang, Yiqian Liu, Lixin Liu

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

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1 · What the graph read from it

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2 · The registry

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

6 authors.

Ruixin ZhangThe First Clinical Medical College, Shanxi Medical University, Taiyuan, China.
Anhong ZhangDepartment of Hepatobiliary Surgery & Liver Transplantation Center, The First Hospital of Shanxi Medical University, Taiyuan, China.
Tian GaoThe First Clinical Medical College, Shanxi Medical University, Taiyuan, China.
Chengjie ZhangThe First Clinical Medical College, Shanxi Medical University, Taiyuan, China.
Yiqian LiuTranslational Medicine Research Center, Shanxi Medical University, Taiyuan, China.
Lixin LiuDepartment of Gastroenterology and Hepatology, The First Hospital of Shanxi Medical University, Taiyuan, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Lipids serve as both metabolic substrates and signaling mediators that critically regulate immune cell fate, function, tolerance, and intercellular communication. In hepatocellular carcinoma (HCC), it remains unclear how intratumoral linoleic acid (LA) allocation between desaturation and oxidative catabolism influences immunometabolic remodeling and post-transplant recurrence. Methods: Multi-omics profiling was conducted in a liver transplant-associated HCC cohort using paired tumor/non-tumor tissues and serum samples. The intratumoral lipid milieu (C4-C24 fatty acids) was quantified by targeted gas chromatography, whereas lipid-immune programs were resolved by single-nucleus RNA sequencing (snRNA-seq) integrated with targeted transcriptomic profiling. Key immune phenotypes and candidate genes were validated by serum inflammatory mediator profiling, flow cytometric lymphocyte immunophenotyping, spatially resolved tissue assays, and qRT-PCR. LA perturbation experiments provided functional support Result: Fatty acid profiling revealed that non-recurrent tumors were characterized by a higher intratumoral LA/AA ratio and a lower estimated Δ6-desaturation index than recurrent tumors, whereas recurrent tumors exhibited a higher estimated Δ6-desaturation index than their matched distant non-tumor liver tissues. snRNA-seq identified fatty acid catabolism as the most prominently downregulated metabolic pathway in recurrent tumors; malignant-cell analysis further highlighted EHHADH and ACSL3 as key genes involved in recurrence-associated lipid metabolic remodeling. Conclusion: Multi-omics analyses indicate that, in primary pre-transplant HCC, post-transplant recurrence is associated with an imbalance between a higher estimated Δ6-desaturation index and attenuated oxidative catabolism-related features of linoleic acid, accompanied by Treg-associated immunosuppressive remodeling. These findings provide a biologically informed framework for post-transplant recurrence risk stratification and further translational investigation.

Indexed as

Carcinoma, HepatocellularLinoleic AcidLiver NeoplasmsLiver TransplantationNeoplasm Recurrence, LocalHumansMetabolic ReprogrammingLinoleic Acidfatty acid desaturationfatty acid oxidationhepatocellular carcinomaimmunometabolismlinoleic acidliver transplantationneoplasm recurrenceregulatory T cells

Identifiers

PMID42643672
PMCPMC13503599

What Socratic holds

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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.