MIEF2在KIRP患者顺铂敏感性中的作用:来自四基因线粒体融合RNA标记的见解

IF 2.7 4区 医学 Q3 ONCOLOGY Technology in Cancer Research & Treatment Pub Date : 2024-01-01 DOI:10.1177/15330338241299467
Yusong Hou, Longyang Jiang, Jing Liu, Dan Wang, Hongli Luo
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引用次数: 0

摘要

背景:线粒体融合对细胞功能至关重要,并且越来越多地与癌症发展联系在一起。肾乳头状细胞癌(KIRP)是第二常见的肾细胞癌,预后多样。鉴定新的生物标志物对于改善KIRP的预后和治疗反应至关重要。目的:本研究旨在探讨与线粒体融合相关的基因表达,建立一种新的基因标记模型来预测KIRP的预后和顺铂敏感性。方法:分析肿瘤基因组图谱(TCGA)中285例KIRP患者的RNA测序数据和临床记录。LASSO回归鉴定出4个关键的线粒体融合相关基因(BNIP3、GDAP1、MIEF2、PRKN)。多变量Cox回归评估其与总生存率的关系。根据基因表达进行风险分层。我们使用检查点抑制剂评分、肿瘤突变负担、TIDE评分和肿瘤微环境特征来评估免疫治疗反应。通过基因表达水平和半最大抑制浓度(IC50)的相关性分析评估顺铂敏感性。KIRP细胞系(Caki-2, ACHN)的体外功能丧失和功能获得实验评估了MIEF2在顺铂敏感性中的作用。结果:基因标记成功地将患者分为高危组和低危组,生存率有显著差异。风险模型的ROC曲线下面积(AUC)为0.782。功能实验证实,MIEF2与顺铂敏感性显著相关。高危组患者表现出较低的MIEF2表达和顺铂敏感性增加。
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The Role of MIEF2 in Cisplatin Sensitivity in KIRP Patients: Insights from Four-gene Mitochondrial Fusion RNA Markers.

Background: Mitochondrial fusion is vital for cellular function and has been increasingly linked to cancer development. Kidney renal papillary cell carcinoma (KIRP), the second most common renal cell carcinoma, presents diverse prognostic outcomes. Identifying novel biomarkers is critical for improving prognosis and treatment response in KIRP.

Objective: This study aims to explore the gene expression associated with mitochondrial fusion and establish a novel gene signature model to predict KIRP prognosis and cisplatin sensitivity.

Methods: We analyzed RNA sequencing data and clinical records of 285 KIRP patients from The Cancer Genome Atlas (TCGA). LASSO regression identified four key mitochondrial fusion-related genes (BNIP3, GDAP1, MIEF2, PRKN). Multivariate Cox regression evaluated their association with overall survival. Risk stratification was developed based on gene expression. We assessed immunotherapy responses using checkpoint inhibitor scores, tumor mutation burden, TIDE scores, and tumor microenvironment characteristics. Cisplatin sensitivity was evaluated via correlation analysis of gene expression levels and half-maximal inhibitory concentration (IC50). In vitro loss- and gain-of-function experiments in KIRP cell lines (Caki-2, ACHN) assessed MIEF2's role in cisplatin sensitivity.

Results: The gene signature successfully stratified patients into high- and low-risk groups, with significant survival differences. The area under the ROC curve (AUC) for the risk model was 0.782. MIEF2 was notably associated with cisplatin sensitivity, confirmed through functional experiments. Patients in the high-risk group exhibited lower MIEF2 expression and increased cisplatin sensitivity.

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来源期刊
CiteScore
4.40
自引率
0.00%
发文量
202
审稿时长
2 months
期刊介绍: Technology in Cancer Research & Treatment (TCRT) is a JCR-ranked, broad-spectrum, open access, peer-reviewed publication whose aim is to provide researchers and clinicians with a platform to share and discuss developments in the prevention, diagnosis, treatment, and monitoring of cancer.
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