HERVK-mediated regulation of neighboring genes: implications for breast cancer prognosis.

IF 2.7 3区 医学 Q3 VIROLOGY
Boying Liang, Tengyue Yan, Huilin Wei, Die Zhang, Lanxiang Li, Zengjing Liu, Wen Li, Yuluan Zhang, Nili Jiang, Qiuxia Meng, Guiyang Jiang, Yanling Hu, Jing Leng
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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.

HERVK 介导的邻近基因调控:对乳腺癌预后的影响。
人类内源性逆转录病毒(HERVs)是整合到人类基因组中的古老逆转录病毒感染的残余。虽然大多数 HERV 通过各种调控机制被沉默或失去活性,但它们仍有可能影响邻近基因。我们分析了 91 个 HERV-Ks 对人类乳腺癌邻近基因的调控图谱,并研究了 HERV-Ks 对肿瘤微环境(TME)和乳腺癌预后的影响。研究人员从 GEO 和 NCBI SRA 获取了 9 个 RNA-seq 数据集。使用 DESeq2 对差异表达基因和 HERV-Ks 进行分析。利用 TCGA 数据验证高风险预后候选基因。这些候选基因包括总生存期(多变量 Cox 回归模型)、免疫浸润分析(TIMER)、肿瘤突变负荷(maftools)和药物敏感性分析(GSCA)。共筛选出88个与乳腺癌预后相关的候选基因,其中CD48、SLAMF7、SLAMF1、IGLL1、IGHA1和LRRC8A是关键基因。从功能上看,这六个关键基因明显富集在一些与免疫功能相关的通路中,这些通路可能与乳腺癌的不良预后有关(p = 0.00016),而且这些基因的表达水平与乳腺癌治疗相关药物的敏感性明显相关。从机理上讲,这些基因可能通过调节各种免疫细胞对TME的浸润来影响乳腺癌的发展。我们进一步对这些基因进行了实验验证,以证实生物信息学分析的结果。本研究首次报道了 HERV-K 在邻近乳腺癌基因组中的调控潜力。我们发现了三个关键的 HERV-K 和五个邻近基因,它们有望成为未来干预和治疗乳腺癌的新靶点。
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来源期刊
Retrovirology
Retrovirology 医学-病毒学
CiteScore
5.80
自引率
3.00%
发文量
24
审稿时长
>0 weeks
期刊介绍: Retrovirology is an open access, online journal that publishes stringently peer-reviewed, high-impact articles on host-pathogen interactions, fundamental mechanisms of replication, immune defenses, animal models, and clinical science relating to retroviruses. Retroviruses are pleiotropically found in animals. Well-described examples include avian, murine and primate retroviruses. Two human retroviruses are especially important pathogens. These are the human immunodeficiency virus, HIV, and the human T-cell leukemia virus, HTLV. HIV causes AIDS while HTLV-1 is the etiological agent for adult T-cell leukemia and HTLV-1-associated myelopathy/tropical spastic paraparesis. Retrovirology aims to cover comprehensively all aspects of human and animal retrovirus research.
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