Evidence map›Paper›PMID 42576342›Full record

ArticleClinical and translational medicine2026

TALDO1 promotes lipid metabolic reprogramming and immunosuppressive microenvironment remodelling in hepatocellular carcinoma.

Fenglin Lv, Huaxin Zhou, Jingyan Yang, Jianglei Xu, Fanqing Bi, Yi Zhou, Hao Zhang, Qian Ye, Lin Gao, Bin Jin

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Article in Clinical and translational medicine, 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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5 · Who and what money

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10 authors.

Fenglin LvDepartment of Hepatobiliary Surgery, The Second Qilu Hospital of Shandong University, Jinan, China.
Huaxin ZhouDepartment of Hepatobiliary Surgery, The Second Qilu Hospital of Shandong University, Jinan, China.
Jingyan YangDepartment of Pathology, The Second Qilu Hospital of Shandong University, Jinan, Shandong, China.
Jianglei XuThe Department of Cardiovascular Ultrasound, Central hospital affiliated to Shandong First Medical University, Jinan, China.
Fanqing BiDepartment of Hepatobiliary Surgery, The Second Qilu Hospital of Shandong University, Jinan, China.
Yi ZhouDepartment of Hepatobiliary Surgery, The Second Qilu Hospital of Shandong University, Jinan, China.
Hao ZhangDepartment of General Surgery, Qingdao Central Hospital, School of Clinical Medicine, University of Health and Rehabilitation Sciences, Qingdao, China.
Qian YeDepartment of Infectious Diseases and Hepatology, The Second Qilu Hospital of Shandong University, Jinan, China.
Lin GaoDepartment of Infectious Diseases and Hepatology, The Second Qilu Hospital of Shandong University, Jinan, China.
Bin JinDepartment of Hepatobiliary Surgery, The Second Qilu Hospital of Shandong University, Jinan, China.ORCID 0000-0002-1411-2631

Funding

China University Industry-University-Research Innovation Fund 2024DR025Internal Cultivation Fund of the Second Qilu Hospital of Shandong University 2023YP35National Natural Science Foundation of China 62331016National Natural Science Foundation of Shandong Province ZR2024MH010
6 · The paper itself

Abstract

backgroundHepatocellular carcinoma (HCC) is characterized by pronounced metabolic reprogramming and is frequently accompanied by the development of an immunosuppressive microenvironment. However, the key molecular mediators linking tumour metabolic dysregulation to immune microenvironment remodelling remain insufficiently defined. This study aimed to identify critical metabolic genes in HCC and to investigate their roles in lipid metabolic reprogramming and immunosuppression.

methodsA deep autoencoder was used to extract latent metabolic features from HCC and identify TALDO1 as a key candidate gene. The expression pattern and prognostic significance of TALDO1 were evaluated across multiple independent cohorts and further validated in clinical specimens. Multi-omics analyses combined with experimental validation were then used to elucidate the role of TALDO1 in lipid metabolic reprogramming and its effects on immune microenvironment remodelling in HCC.

resultsTALDO1 was identified as a key metabolic gene associated with HCC progression and was consistently upregulated across multiple clinical cohorts. Mechanistically, TALDO1 promoted lipogenesis and lipid accumulation in HCC cells by suppressing AMPK activation and sustaining SREBP1 maturation. TALDO1 silencing also reduced the secretion of several fatty acids and lipid mediators. Multi-omics analyses together with multiplex immunofluorescence validation showed that high TALDO1 expression was associated with an immunosuppressive microenvironment in HCC. Coculture experiments further demonstrated that TALDO1 silencing attenuated the ability of HCC cells to induce M2-like macrophage polarization and promote phenotypes associated with T-cell exhaustion. In vivo, TALDO1 loss was accompanied by reduced immunosuppressive cell infiltration, enhanced effector T-cell activity, and impaired tumour growth. Consistently, TALDO1 silencing also markedly suppressed tumour growth in patient-derived xenograft models.

conclusionsTALDO1 promotes lipid metabolic reprogramming in HCC and participates in the formation of an immunosuppressive microenvironment. These findings suggest that TALDO1 may serve as a key molecule linking metabolic abnormalities to immune microenvironment remodelling and may have potential therapeutic significance. KEY POINTS: TALDO1 promotes lipid metabolic reprogramming in HCC by regulating AMPK/SREBP1 signaling. TALDO1 is associated with the formation of an immunosuppressive tumour microenvironment. Multi-omics analyses identified an association of TALDO1 with HCC progression and poor prognosis.

Indexed as

Carcinoma, HepatocellularLipid MetabolismLiver NeoplasmsTumor MicroenvironmentAnimalsCell Line, TumorHumansMetabolic ReprogrammingMicehepatocellular carcinomaimmunosuppressionlipid metabolic reprogrammingmulti‐omicssingle‐cell RNA sequencingtumour microenvironment

Identifiers

PMID42576342
PMCPMC13458028

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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.