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基于表观遗传相关基因的前列腺腺癌预后模型构建与验证

Epigenetic-related gene-based prognostic model construction and validation in prostate adenocarcinoma.

作者信息

Li Youyou, Li Chao, Wu Longxiang, Li Jiaren, Gan Yu, Tan Shuo, Zhou Lei, Xiong Wei, Zhou Liang, Li Cheng, Liu Jiahao, Liu Dingwen, Wang Yichuan, Fu Yunlong, Yao Kun, Wang Long

机构信息

Department of Urology, The Third Xiangya Hospital, Central South University, Changsha, Hunan, 410013, China.

Department of Urology, The Xiangya Hospital, Central South University, Changsha, Hunan, 410008, China.

出版信息

Heliyon. 2024 May 9;10(10):e30941. doi: 10.1016/j.heliyon.2024.e30941. eCollection 2024 May 30.

Abstract

Prostate adenocarcinoma (PRAD), driven by both genetic and epigenetic factors, is a common malignancy that affects men worldwide. We aimed to identify and characterize differentially expressed epigenetic-related genes (ERGs) in PRAD and investigate their potential roles in disease progression and prognosis. We used PRAD samples from The Cancer Genome Atlas (TCGA) and Gene Expression Omnibus (GEO) to identify prognosis-associated ERGs. Thirteen ERGs with two distinct expression profiles were identified through consensus clustering. Gene set variation analysis highlighted differences in pathway activities, particularly in the Hedgehog and Notch pathways. Higher epigenetic scores correlated with favorable prognosis and improved immunotherapeutic response. Experimental validation underscored the importance of CBX3 and KAT2A, suggesting their pivotal roles in PRAD. This study provides crucial insights into the epigenetic scoring approach and presents a promising prognostic tool, with CBX3 and KAT2A as key players. These findings pave the way for targeted and personalized interventions for the treatment of PRAD.

摘要

前列腺腺癌(PRAD)由遗传和表观遗传因素共同驱动,是一种影响全球男性的常见恶性肿瘤。我们旨在识别和表征PRAD中差异表达的表观遗传相关基因(ERG),并研究它们在疾病进展和预后中的潜在作用。我们使用来自癌症基因组图谱(TCGA)和基因表达综合数据库(GEO)的PRAD样本,以识别与预后相关的ERG。通过一致性聚类确定了13个具有两种不同表达谱的ERG。基因集变异分析突出了通路活性的差异,特别是在刺猬信号通路和Notch信号通路中。较高的表观遗传评分与良好的预后和改善的免疫治疗反应相关。实验验证强调了CBX3和KAT2A的重要性,表明它们在PRAD中起关键作用。本研究为表观遗传评分方法提供了重要见解,并提出了一种有前景的预后工具,其中CBX3和KAT2A是关键因素。这些发现为PRAD的靶向和个性化治疗干预铺平了道路。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5686/11109796/d0943b682863/gr1.jpg

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