Bifen Huang, Jianqing Zheng, Bizhen Chen, Min Wu, Lihua Xiao
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Clinical data on CC were evaluated for their association with RFC4 using TCGA and GEO databases. Possible relationships amongst RFC4, immune cells, and related genes were investigated using Cell-type Identification by Estimating Relative Subsets of RNA Transcripts (CIBERSORT) and Estimation of STromal and Immune cells in MAlignant Tumor tissues using Expression (ESTIMATE). GO and KEGG pathway enrichment analyses were used to explore potential mechanisms. Tumor immune dysfunction and exclusion (TIDE) scores were used to predict the immunotherapeutic response to RFC4.</p><p><strong>Results: </strong>In the exploration, validation, and real cohort datasets, RFC4 expression was significantly elevated in CC tissues compared to that in normal tissues. Survival analysis based on TCGA and GEO datasets showed that CC patients with high RFC4 expression had a better prognosis than those with low expression. RFC4 expression was strongly correlated with some immunostimulators and immunoinhibitors. RFC4 expression was significantly negatively correlated with activated mast cell immune infiltration, activated CD4 memory T cells, M0 macrophages, and resting natural killer (NK) cells and significantly positively associated with activated dendritic cells, resting dendritic cells, and plasma cells.</p><p><strong>Conclusion: </strong>RFC4 is highly expressed in CC tissues. However, patients with high RFC4 expression in CC have a better prognosis, possibly because RFC4 exerts antitumor effects by affecting the immunostimulatory tumor microenvironment, such as immunostimulatory and dendritic cell infiltration.</p>","PeriodicalId":12750,"journal":{"name":"Frontiers in Genetics","volume":"16 ","pages":"1514383"},"PeriodicalIF":2.8000,"publicationDate":"2025-05-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12127329/pdf/","citationCount":"0","resultStr":"{\"title\":\"Analysis of the correlation between RFC4 expression and tumor immune microenvironment and prognosis in patients with cervical cancer.\",\"authors\":\"Bifen Huang, Jianqing Zheng, Bizhen Chen, Min Wu, Lihua Xiao\",\"doi\":\"10.3389/fgene.2025.1514383\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Background: </strong>Replication factor C subunit 4 (RFC4) plays a critical role in the initiation and progression of some cancers; however, its relationship with tumor-infiltrating immune cells in cervical cancer (CC) has not been comprehensively analyzed. This study aimed to determine whether RFC4 overexpression affects overall survival in CC and to explore its impact and potential mechanisms on the tumor immune microenvironment.</p><p><strong>Methods: </strong>Data from Genotype-Tissue Expression database (GTEx) and Cancer Genome Atlas (TCGA) database were used as the exploration set. Datasets from the Gene Expression Omnibus (GEO) were used as the validation set. We also validated the expression of the RFC4 protein in the Human Protein Atlas (HPA) database and a real cohort. Clinical data on CC were evaluated for their association with RFC4 using TCGA and GEO databases. Possible relationships amongst RFC4, immune cells, and related genes were investigated using Cell-type Identification by Estimating Relative Subsets of RNA Transcripts (CIBERSORT) and Estimation of STromal and Immune cells in MAlignant Tumor tissues using Expression (ESTIMATE). GO and KEGG pathway enrichment analyses were used to explore potential mechanisms. 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引用次数: 0
摘要
背景:复制因子C亚基4 (RFC4)在一些癌症的发生和发展中起着关键作用;然而,其与宫颈癌(CC)中肿瘤浸润免疫细胞的关系尚未得到全面分析。本研究旨在确定RFC4过表达是否影响CC的总生存率,并探讨其对肿瘤免疫微环境的影响及其潜在机制。方法:以基因型-组织表达数据库(GTEx)和癌症基因组图谱(TCGA)数据库中的数据作为探索集。来自基因表达综合数据库(Gene Expression Omnibus, GEO)的数据集作为验证集。我们还在人类蛋白图谱(Human protein Atlas, HPA)数据库和真实队列中验证了RFC4蛋白的表达。使用TCGA和GEO数据库评估CC的临床数据与RFC4的相关性。RFC4、免疫细胞和相关基因之间可能存在的关系通过估计RNA转录物相对亚群(CIBERSORT)的细胞类型鉴定(Cell-type Identification)和使用表达估计(ESTIMATE)的恶性肿瘤组织中基质和免疫细胞的表达(ESTIMATE)来研究。GO和KEGG途径富集分析用于探索潜在的机制。肿瘤免疫功能障碍和排斥(TIDE)评分用于预测RFC4的免疫治疗反应。结果:在探索、验证和真实队列数据集中,与正常组织相比,RFC4在CC组织中的表达明显升高。基于TCGA和GEO数据集的生存分析显示,RFC4高表达的CC患者预后优于低表达的CC患者。RFC4的表达与一些免疫刺激剂和免疫抑制剂密切相关。RFC4表达与活化的肥大细胞免疫浸润、活化的CD4记忆T细胞、M0巨噬细胞和静息自然杀伤细胞呈显著负相关,与活化的树突状细胞、静息树突状细胞和浆细胞呈显著正相关。结论:RFC4在CC组织中高表达。然而,在CC中RFC4高表达的患者预后较好,这可能是因为RFC4通过影响免疫刺激肿瘤微环境,如免疫刺激和树突状细胞浸润来发挥抗肿瘤作用。
Analysis of the correlation between RFC4 expression and tumor immune microenvironment and prognosis in patients with cervical cancer.
Background: Replication factor C subunit 4 (RFC4) plays a critical role in the initiation and progression of some cancers; however, its relationship with tumor-infiltrating immune cells in cervical cancer (CC) has not been comprehensively analyzed. This study aimed to determine whether RFC4 overexpression affects overall survival in CC and to explore its impact and potential mechanisms on the tumor immune microenvironment.
Methods: Data from Genotype-Tissue Expression database (GTEx) and Cancer Genome Atlas (TCGA) database were used as the exploration set. Datasets from the Gene Expression Omnibus (GEO) were used as the validation set. We also validated the expression of the RFC4 protein in the Human Protein Atlas (HPA) database and a real cohort. Clinical data on CC were evaluated for their association with RFC4 using TCGA and GEO databases. Possible relationships amongst RFC4, immune cells, and related genes were investigated using Cell-type Identification by Estimating Relative Subsets of RNA Transcripts (CIBERSORT) and Estimation of STromal and Immune cells in MAlignant Tumor tissues using Expression (ESTIMATE). GO and KEGG pathway enrichment analyses were used to explore potential mechanisms. Tumor immune dysfunction and exclusion (TIDE) scores were used to predict the immunotherapeutic response to RFC4.
Results: In the exploration, validation, and real cohort datasets, RFC4 expression was significantly elevated in CC tissues compared to that in normal tissues. Survival analysis based on TCGA and GEO datasets showed that CC patients with high RFC4 expression had a better prognosis than those with low expression. RFC4 expression was strongly correlated with some immunostimulators and immunoinhibitors. RFC4 expression was significantly negatively correlated with activated mast cell immune infiltration, activated CD4 memory T cells, M0 macrophages, and resting natural killer (NK) cells and significantly positively associated with activated dendritic cells, resting dendritic cells, and plasma cells.
Conclusion: RFC4 is highly expressed in CC tissues. However, patients with high RFC4 expression in CC have a better prognosis, possibly because RFC4 exerts antitumor effects by affecting the immunostimulatory tumor microenvironment, such as immunostimulatory and dendritic cell infiltration.
Frontiers in GeneticsBiochemistry, Genetics and Molecular Biology-Molecular Medicine
CiteScore
5.50
自引率
8.10%
发文量
3491
审稿时长
14 weeks
期刊介绍:
Frontiers in Genetics publishes rigorously peer-reviewed research on genes and genomes relating to all the domains of life, from humans to plants to livestock and other model organisms. Led by an outstanding Editorial Board of the world’s leading experts, this multidisciplinary, open-access journal is at the forefront of communicating cutting-edge research to researchers, academics, clinicians, policy makers and the public.
The study of inheritance and the impact of the genome on various biological processes is well documented. However, the majority of discoveries are still to come. A new era is seeing major developments in the function and variability of the genome, the use of genetic and genomic tools and the analysis of the genetic basis of various biological phenomena.