Evidence map›Paper›PMID 41034947›Full record

ArticleVirology journal2025

Human endogenous retrovirus ERVK3-1 characterizes a metabolically active and immunosuppressive subtype of liver cancer.

Xiaofen Wen, Shulv Weng, Minna Chen, Danxia Lin, Wenwu Xue, De Zeng, Jiaxin Shen

Abstract read
In one paragraph

Article in Virology journal, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

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2citing papers 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

Who cites it

2 citing papers in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

7 authors.

Xiaofen WenDepartment of Medical Oncology, Cancer Hospital of Shantou University Medical College, Shantou, 515031, Guangdong, China.
Shulv WengYouth League Committee, Cancer Hospital of Shantou University Medical College, Shantou, 515031, Guangdong, China.
Minna ChenDepartment of Medical Oncology, Cancer Hospital of Shantou University Medical College, Shantou, 515031, Guangdong, China.
Danxia LinDepartment of Medical Oncology, Cancer Hospital of Shantou University Medical College, Shantou, 515031, Guangdong, China.
Wenwu XueDepartment of Medical Oncology, Cancer Hospital of Shantou University Medical College, Shantou, 515031, Guangdong, China.
De ZengDepartment of Medical Oncology, Cancer Hospital of Shantou University Medical College, Shantou, 515031, Guangdong, China.
Jiaxin ShenDepartment of Hematology, The First Affiliated Hospital of Shantou University Medical College, Shantou, 515031, Guangdong, China. luke1989shen@gmail.com.

Funding

Guangdong Provincial Science and Technology Innovation Strategy Special Fund 20181231-5, 2019120503-11Medical Research Foundation of Guangdong Province A2021244Shantou Science and Technology Program STKJ2021060, 2019ST022
6 · The paper itself

Abstract

backgroundHuman endogenous retroviruses (HERVs), particularly the HERV-K family, are increasingly recognized for their roles in cancer biology, yet the function of ERVK3-1 (HERVK_3p21.31) in liver hepatocellular carcinoma (LIHC) remains largely unexplored.

methodsWe analyzed transcriptomic data from the TCGA-LIHC cohort to identify differentially expressed genes (DEGs) between high and low ERVK3-1 expression groups, followed by functional enrichment analyses (GO, KEGG, GSEA), protein-protein interaction (PPI) network construction, and hub gene identification. The immunological relevance of ERVK3-1 was assessed through TIP immune cycle analysis, single-cell RNA sequencing datasets, and correlation with immune checkpoint expression. Immunotherapy responsiveness was evaluated using TIDE and TCIA databases.

resultsHigh ERVK3-1 expression was associated with enrichment in metabolic and oxidative stress-related pathways, while low expression correlated with cell cycle and DNA replication. PPI analysis revealed mitosis-related hub genes (e.g., CCNB1, CDK1). ERVK3-1 expression promoted early immune cell recruitment but was inversely correlated with later stages of the cancer immunity cycle, including immune infiltration and T-cell killing. Single-cell data showed high ERVK3-1 expression in immunosuppressive subsets, alongside positive associations with inhibitory immune checkpoints (e.g., PD-1, CTLA-4, TIM-3). High ERVK3-1 expression also correlated with greater immune evasion and reduced immunotherapy responsiveness.

conclusionsERVK3-1 plays a multifaceted role in LIHC progression, contributing to metabolic reprogramming, immune suppression, and resistance to immunotherapy. These findings highlight ERVK3-1 as a potential prognostic biomarker and therapeutic target in liver cancer.

Indexed as

Carcinoma, HepatocellularEndogenous RetrovirusesLiver NeoplasmsGene Expression ProfilingGene Expression Regulation, NeoplasticHumansImmunotherapyProtein Interaction MapsTranscriptomeERVK3-1ImmunotherapyLiver hepatocellular carcinomaT-cell exhaustionTumor microenvironment

Identifiers

PMID41034947
PMCPMC12486636

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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.