通过孟德尔随机化和单细胞 RNA 测序阐明良性前列腺增生症中的细胞衰老相关基因

Yichuan Wang,Liang Zhou,Jiahao Liu,Qing Zhou,Wei Xiong,Long Wang
{"title":"通过孟德尔随机化和单细胞 RNA 测序阐明良性前列腺增生症中的细胞衰老相关基因","authors":"Yichuan Wang,Liang Zhou,Jiahao Liu,Qing Zhou,Wei Xiong,Long Wang","doi":"10.1093/gerona/glaf073","DOIUrl":null,"url":null,"abstract":"BACKGROUND\r\nBenign 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.\r\n\r\nMETHODS\r\nUsing 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.\r\n\r\nRESULTS\r\nSix 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.\r\n\r\nCONCLUSIONS\r\nThese 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.","PeriodicalId":22892,"journal":{"name":"The Journals of Gerontology Series A: Biological Sciences and Medical Sciences","volume":"79 1","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2025-04-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Elucidating Cellular Senescence-related Genes in Benign Prostatic Hyperplasia through Mendelian Randomization and Single-cell RNA Sequencing.\",\"authors\":\"Yichuan Wang,Liang Zhou,Jiahao Liu,Qing Zhou,Wei Xiong,Long Wang\",\"doi\":\"10.1093/gerona/glaf073\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"BACKGROUND\\r\\nBenign 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.\\r\\n\\r\\nMETHODS\\r\\nUsing 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.\\r\\n\\r\\nRESULTS\\r\\nSix 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.\\r\\n\\r\\nCONCLUSIONS\\r\\nThese 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.\",\"PeriodicalId\":22892,\"journal\":{\"name\":\"The Journals of Gerontology Series A: Biological Sciences and Medical Sciences\",\"volume\":\"79 1\",\"pages\":\"\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2025-04-23\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"The Journals of Gerontology Series A: Biological Sciences and Medical Sciences\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1093/gerona/glaf073\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"The Journals of Gerontology Series A: Biological Sciences and Medical Sciences","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1093/gerona/glaf073","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

摘要

背景:良性前列腺增生(BPH)是一种广泛观察到的老年男性疾病,大量证据表明细胞衰老在其进展中起关键作用。本研究旨在查明与前列腺增生有因果关系的细胞衰老相关基因,并检查它们在不同前列腺细胞中的表达和调控网络。方法利用来自eQTLGen数据库的暴露数据以及来自FinnGen Consortium和UKB数据库的结果数据,采用孟德尔随机化(MR)方法确定与BPH因果相关的细胞衰老基因。通过共定位分析进一步验证了这些关联。通过单细胞RNA测序(scRNA-seq)评估这些基因在不同前列腺细胞中的表达模式,并跟踪假时间的变化。使用SCENIC对调控网络进行评估,以确定涉及的关键转录因子。结果通过mr鉴定了6个与BPH相关的细胞衰老基因,其中ATM、ATRAID、MAP2K1和TP53被鉴定为保护因子,而ITPR1和SENP7与风险增加相关。共定位分析表明,ATM和TP53可能具有与BPH相关的相同变异。MAP2K1在成纤维细胞、巨噬细胞、T细胞和上皮细胞中的表达随着推测的假时间稳步下降,而其余5个基因的表达则呈现相反的趋势。ATF3、EGR1和FOS被确定为调控这些基因的核心转录因子。这些观察结果强调了不同前列腺细胞类型之间一致的表达模式,并提示BPH病理基础上存在一个高度互联的调控网络,从而为该疾病的分子机制提供了新的视角。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Elucidating Cellular Senescence-related Genes in Benign Prostatic Hyperplasia through Mendelian Randomization and Single-cell RNA Sequencing.
BACKGROUND 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. METHODS 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. RESULTS 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. CONCLUSIONS 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.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信