ArticleRetrovirology2024
HERVK-mediated regulation of neighboring genes: implications for breast cancer prognosis.
Article in Retrovirology, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers, 1 of them a synthesis that pooled it.
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Who cites it
7 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Human betaretrovirus (HBRV), homologous to mouse mammary tumor virus (MMTV), and human breast cancer: a significant epidemiological association.Retrovirology · 2026Pooled it
- Estrogen-Driven Breast Carcinogenesis in a Rat Model is Linked to Retroelement Activation and Inflammation and is Susceptible to Lamivudine Treatment.Breast cancer (Dove Medical Press) · 2026Article
- Human sporadic breast carcinoma histotypes driven by the Human Betaretrovirus homologous to Mouse Mammary Tumor Virus.International journal of cancer · 2025Article
- Human Endogenous Retroviruses as Novel Therapeutic Targets in Neurodegenerative Disorders.Vaccines · 2025Review
- The role of HERV envelope protein in ovarian cancer.Frontiers in cell and developmental biology · 2025Review
- Review
- Subtype-specific human endogenous retrovirus K102 envelope protein is a novel serum immunosuppressive biomarker of cancer.Frontiers in immunology · 2024Article
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Authors and funding
13 authors.
Funding
Abstract
Human endogenous retroviruses (HERVs) are the remnants of ancient retroviral infections integrated into the human genome. Although most HERVs are silenced or rendered inactive by various regulatory mechanisms, they retain the potential to influence the nearby genes. We analyzed the regulatory map of 91 HERV-Ks on neighboring genes in human breast cancer and investigated the impact of HERV-Ks on the tumor microenvironment (TME) and prognosis of breast cancer. Nine RNA-seq datasets were obtained from GEO and NCBI SRA. Differentially expressed genes and HERV-Ks were analyzed using DESeq2. Validation of high-risk prognostic candidate genes using TCGA data. These included Overall survival (multivariate Cox regression model), immune infiltration analysis (TIMER), tumor mutation burden (maftools), and drug sensitivity analysis (GSCA). A total of 88 candidate genes related to breast cancer prognosis were screened, of which CD48, SLAMF7, SLAMF1, IGLL1, IGHA1, and LRRC8A were key genes. Functionally, these six key genes were significantly enriched in some immune function-related pathways, which may be associated with poor prognosis for breast cancer (p = 0.00016), and the expression levels of these genes were significantly correlated with the sensitivity of breast cancer treatment-related drugs. Mechanistically, they may influence breast cancer development by modulating the infiltration of various immune cells into the TME. We further experimentally validated these genes to confirm the results obtained from bioinformatics analysis. This study represents the first report on the regulatory potential of HERV-K in the neighboring breast cancer genome. We identified three key HERV-Ks and five neighboring genes that hold promise as novel targets for future interventions and treatments for breast cancer.
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