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对RFC4作为调节肺腺癌免疫微环境和预测免疫治疗反应的潜在生物标志物的综合分析。

Comprehensive analysis of RFC4 as a potential biomarker for regulating the immune microenvironment and predicting immune therapy response in lung adenocarcinoma.

作者信息

Zheng Jianqing, Lin Na, Huang Bifen, Wu Min, Xiao Lihua, Zeng Bingwei

机构信息

Department of Radiation Oncology, The Second Affiliated Hospital of Fujian Medical University, Quanzhou, Fujian, China.

Department of Pathology, The Second Affiliated Hospital of Fujian Medical University, Quanzhou, Fujian, China.

出版信息

Front Immunol. 2025 Jun 19;16:1578243. doi: 10.3389/fimmu.2025.1578243. eCollection 2025.

Abstract

BACKGROUND

Replication factor C subunit 4 (RFC4) is crucial for initiating DNA replication via DNA polymerase δ and ϵ and is overexpressed in various cancers. However, its relationship with the tumor immune microenvironment (TIME), and immunotherapy response in lung adenocarcinoma (LUAD) remains unclear. This study aimed to determine whether overexpressed RFC4 impacts survival in patients with LUAD and to explore potential mechanisms of RFC4 in regulating the TIME using integrated bioinformatics.

METHODS

LUAD gene expression data were downloaded from the Cancer Genome Atlas (TCGA) database and used for exploratory analysis. Differential expression of RFC4 was validated using gene expression data from the Gene Expression Omnibus (GEO). Clinical data with survival information from TCGA and GEO were use to explore and validate the prognostic value of RFC4. The relationship between RFC4 and TIME was studied by Cell-type identification by estimating relative subsets of RNA transcripts (CIBERSORT) and Estimation of Stromal and Immune cells in Malignant Tumor tissues using Expression data (ESTIMATE). Tumor Immune Dysfunction and Exclusion (TIDE) was used to predict the therapeutic response of RFC4 to immune checkpoint inhibitors. We validated the differential expression of RFC4 in LUAD and adjacent tissues using immunohistochemical staining in a real-world cohort from the Second Affiliated Hospital of Fujian Medical University.

RESULTS

RFC4 was significantly over-expressed in LUAD at both the RNA and protein levels. High RFC4 expression levels were associated with poor prognosis in LUAD, both in TCGA and GEO. High RFC4 levels were significantly associated with immunostimulators and immune cells infiltration in LUAD tissues. Correlation analysis revealed a significant relationship between the RFC4 and ESTIMATE scores. A high RFC4 expression level was associated with a lower TIDE score, indicating a stronger therapeutic response to immunotherapy. Functional prediction of RFC4 suggested that RFC4 mainly participated in DNA replication and repair, and reshaped the TIME.

CONCLUSIONS

RFC4 proved to be a promising biomarker for tumorigenesis and could effectively predict immunotherapy response in LUAD. RCF4 altered tumor prognosis by reshaping the TIME, and targeted inhibition of RCF4 may be a promising new strategy for treating LUAD.

摘要

背景

复制因子C亚基4(RFC4)对于通过DNA聚合酶δ和ε启动DNA复制至关重要,且在多种癌症中过表达。然而,其与肿瘤免疫微环境(TIME)以及肺腺癌(LUAD)免疫治疗反应的关系仍不清楚。本研究旨在确定过表达的RFC4是否影响LUAD患者的生存,并利用综合生物信息学探索RFC4调节TIME的潜在机制。

方法

从癌症基因组图谱(TCGA)数据库下载LUAD基因表达数据并用于探索性分析。使用来自基因表达综合数据库(GEO)的基因表达数据验证RFC4的差异表达。利用来自TCGA和GEO的带有生存信息的临床数据来探索和验证RFC4的预后价值。通过利用RNA转录本相对子集估计细胞类型(CIBERSORT)和使用表达数据估计恶性肿瘤组织中的基质和免疫细胞(ESTIMATE)来研究RFC4与TIME的关系。使用肿瘤免疫功能障碍与排除(TIDE)来预测RFC4对免疫检查点抑制剂的治疗反应。我们在福建医科大学附属第二医院的一个真实世界队列中,使用免疫组织化学染色验证了RFC4在LUAD和癌旁组织中的差异表达。

结果

RFC4在LUAD的RNA和蛋白质水平均显著过表达。在TCGA和GEO中,高RFC4表达水平均与LUAD患者的不良预后相关。高RFC4水平与LUAD组织中的免疫刺激因子和免疫细胞浸润显著相关。相关性分析显示RFC4与ESTIMATE评分之间存在显著关系。高RFC4表达水平与较低的TIDE评分相关,表明对免疫治疗的反应更强。RFC4的功能预测表明,RFC4主要参与DNA复制和修复,并重塑了TIME。

结论

RFC4被证明是一种有前景的肿瘤发生生物标志物,并且可以有效预测LUAD的免疫治疗反应。RCF4通过重塑TIME改变肿瘤预后,靶向抑制RCF4可能是一种有前景的治疗LUAD的新策略。

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