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Elucidating Cellular Senescence-related Genes in Benign Prostatic Hyperplasia through Mendelian Randomization and Single-cell RNA Sequencing

衰老 孟德尔随机化 生物 基因 前列腺 增生 基因表达 细胞 转录因子 电池类型 癌症研究 遗传学 癌症 内分泌学 遗传变异 基因型
作者
Yichuan Wang,Liang Zhou,Jiahao Liu,Qing Zhou,Wei Xiong,Long Wang
出处
期刊:The Journals of Gerontology [Oxford University Press]
标识
DOI:10.1093/gerona/glaf073
摘要

Benign prostatic hyperplasia (BPH) is a widely observed disorder in older men, with substantial evidence indicating that cellular senescence serves a pivotal function in its progression. This investigation seeks to pinpoint cellular senescence-related genes causally connected with BPH and to examine their expression and regulatory networks across distinct prostate cells. Using exposure data from the eQTLGen database and outcome data from both FinnGen Consortium and UKB database, Mendelian randomization (MR) was utilized to determine cell senescence genes that are causally linked to BPH. These associations were further validated through co-localization analysis. Expression patterns of these genes in different prostate cells were assessed via single-cell RNA sequencing (scRNA-seq), and changes along pseudotime were tracked. Regulatory networks were evaluated using SCENIC to identify key transcription factors involved. Six cell senescence genes causally linked to BPH were identified through MR. ATM, ATRAID, MAP2K1, and TP53 were identified as protective factors, whereas ITPR1 and SENP7 were associated with increased risk. Co-localization analysis suggested that ATM and TP53 are likely to share the same variant implicated in BPH. MAP2K1 expression demonstrated a steady decline along inferred pseudotime across fibroblasts, macrophages, T cells, and epithelial cells, while the remaining five genes exhibited an opposite trend. ATF3, EGR1, and FOS were pinpointed as the core transcription factors regulating these genes. These observations emphasize consistent expression patterns among different prostate cell types and suggest a highly interconnected regulatory network that underpins BPH pathology, thereby providing fresh perspectives on the molecular mechanisms underlying the disease.
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