Genome-wide pleiotropy analysis of longitudinal blood pressure and harmonized cognitive performance measures.

Moonil Kang, Ting Fang Alvin Ang, Sherral A Devine, Richard Sherva, Shubhabrata Mukherjee, Emily H Trittschuh, Laura E Gibbons, Phoebe Scollard, Michael Lee, Seo-Eun Choi, Brandon Klinedinst, Connie Nakano, Logan C Dumitrescu, Timothy J Hohman, Michael L Cuccaro, Andrew J Saykin, Walter A Kukull, David A Bennett, Li-San Wang, Richard P Mayeux, Jonathan L Haines, Margaret A Pericak-Vance, Gerard D Schellenberg, Paul K Crane, Rhoda Au, Kathryn L Lunetta, Jesse Mez, Lindsay A Farrer
{"title":"Genome-wide pleiotropy analysis of longitudinal blood pressure and harmonized cognitive performance measures.","authors":"Moonil Kang, Ting Fang Alvin Ang, Sherral A Devine, Richard Sherva, Shubhabrata Mukherjee, Emily H Trittschuh, Laura E Gibbons, Phoebe Scollard, Michael Lee, Seo-Eun Choi, Brandon Klinedinst, Connie Nakano, Logan C Dumitrescu, Timothy J Hohman, Michael L Cuccaro, Andrew J Saykin, Walter A Kukull, David A Bennett, Li-San Wang, Richard P Mayeux, Jonathan L Haines, Margaret A Pericak-Vance, Gerard D Schellenberg, Paul K Crane, Rhoda Au, Kathryn L Lunetta, Jesse Mez, Lindsay A Farrer","doi":"10.1101/2025.02.11.25322014","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Genome-wide association studies (GWAS) have identified over 1,000 blood pressure (BP) loci and over 80 loci for Alzheimer's disease (AD). Considering BP is an AD risk factor, identifying pleiotropy in BP and cognitive performance measures may indicate mechanistic links between BP and AD.</p><p><strong>Methods: </strong>Genome-wide scans for pleiotropy in BP variables-systolic (SBP), diastolic (DBP), mean arterial (MAP), and pulse pressure (PP)-and co-calibrated scores for cognitive domains (executive function, language, and memory) were performed using generalized linear mixed models and 116,075 longitudinal measures from 25,726 participants of clinic-based and prospective cohorts. GWAS was conducted using PLACO to estimate each SNP's main effect and interaction with age, and their joint effect on pleiotropy. Effects of genome-wide significant (GWS) pleiotropic SNPs on cognition as direct or mediated through BP were evaluated using Mendelian randomization. Potential contribution of genes in top-ranked pleiotropic loci to cognitive resilience was assessed by comparing their expression in brain tissue from pathologically confirmed AD cases with and without clinical symptoms.</p><p><strong>Results: </strong>Pleiotropy GWAS identified GWS associations with <i>APOE</i> and 11 novel loci. In the total sample, pleiotropy was identified for SBP and language with <i>JPH2</i> ( <i>P</i> <sub>Joint</sub> =6.09×10 <sup>-9</sup> ) and <i>GATA3</i> ( <i>P</i> <sub>G×Age</sub> =1.42×10 <sup>-8</sup> ), MAP and executive function with <i>PAX2</i> ( <i>P</i> <sub>G×Age</sub> =4.22×10 <sup>-8</sup> ), MAP and language with <i>LOC105371656</i> ( <i>P</i> <sub>G×Age</sub> =1.75×10 <sup>-8</sup> ), and DBP and language with <i>SUFU</i> ( <i>P</i> <sub>G</sub> =2.10×10 <sup>-8</sup> ). In prospective cohorts, pleiotropy was found for SBP and language with <i>RTN4</i> ( <i>P</i> <sub>G×Age</sub> =1.49×10 <sup>-8</sup> ), DBP and executive function with <i>ULK2</i> ( <i>P</i> <sub>Joint</sub> =2.85×10 <sup>-8</sup> ), PP and memory with <i>SORBS2</i> ( <i>P</i> <sub>G</sub> =2.33×10 <sup>-8</sup> ), and DBP and memory with <i>LOC100128993</i> ( <i>P</i> <sub>G×Age</sub> =2.81×10 <sup>-8</sup> ). In clinic-based cohorts, pleiotropy was observed for PP and language with <i>ADAMTS3</i> ( <i>P</i> <sub>G</sub> =2.37×10 <sup>-8</sup> ) and SBP and memory with <i>LINC02946</i> ( <i>P</i> <sub>G×Age</sub> =3.47×10 <sup>-8</sup> ). Five GWS pleiotropic loci influence cognition directly, and genes at six pleiotropic loci were differentially expressed between pathologically confirmed AD cases with and without clinical symptoms.</p><p><strong>Conclusion: </strong>Our results provide insight into the underlying mechanisms of high BP and AD. Ongoing efforts to harmonize BP and cognitive measures across several cohorts will improve the power of discovering, replicating, and generalizing novel associations with pleiotropic loci.</p>","PeriodicalId":94281,"journal":{"name":"medRxiv : the preprint server for health sciences","volume":" ","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2025-02-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11844603/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"medRxiv : the preprint server for health sciences","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1101/2025.02.11.25322014","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

Abstract

Background: Genome-wide association studies (GWAS) have identified over 1,000 blood pressure (BP) loci and over 80 loci for Alzheimer's disease (AD). Considering BP is an AD risk factor, identifying pleiotropy in BP and cognitive performance measures may indicate mechanistic links between BP and AD.

Methods: Genome-wide scans for pleiotropy in BP variables-systolic (SBP), diastolic (DBP), mean arterial (MAP), and pulse pressure (PP)-and co-calibrated scores for cognitive domains (executive function, language, and memory) were performed using generalized linear mixed models and 116,075 longitudinal measures from 25,726 participants of clinic-based and prospective cohorts. GWAS was conducted using PLACO to estimate each SNP's main effect and interaction with age, and their joint effect on pleiotropy. Effects of genome-wide significant (GWS) pleiotropic SNPs on cognition as direct or mediated through BP were evaluated using Mendelian randomization. Potential contribution of genes in top-ranked pleiotropic loci to cognitive resilience was assessed by comparing their expression in brain tissue from pathologically confirmed AD cases with and without clinical symptoms.

Results: Pleiotropy GWAS identified GWS associations with APOE and 11 novel loci. In the total sample, pleiotropy was identified for SBP and language with JPH2 ( P Joint =6.09×10 -9 ) and GATA3 ( P G×Age =1.42×10 -8 ), MAP and executive function with PAX2 ( P G×Age =4.22×10 -8 ), MAP and language with LOC105371656 ( P G×Age =1.75×10 -8 ), and DBP and language with SUFU ( P G =2.10×10 -8 ). In prospective cohorts, pleiotropy was found for SBP and language with RTN4 ( P G×Age =1.49×10 -8 ), DBP and executive function with ULK2 ( P Joint =2.85×10 -8 ), PP and memory with SORBS2 ( P G =2.33×10 -8 ), and DBP and memory with LOC100128993 ( P G×Age =2.81×10 -8 ). In clinic-based cohorts, pleiotropy was observed for PP and language with ADAMTS3 ( P G =2.37×10 -8 ) and SBP and memory with LINC02946 ( P G×Age =3.47×10 -8 ). Five GWS pleiotropic loci influence cognition directly, and genes at six pleiotropic loci were differentially expressed between pathologically confirmed AD cases with and without clinical symptoms.

Conclusion: Our results provide insight into the underlying mechanisms of high BP and AD. Ongoing efforts to harmonize BP and cognitive measures across several cohorts will improve the power of discovering, replicating, and generalizing novel associations with pleiotropic loci.

查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
纵向血压和协调认知表现测量的全基因组多效性分析。
背景:全基因组关联研究(GWAS)已经确定了1000多个血压(BP)基因座和80多个阿尔茨海默病(AD)基因座。考虑到BP是AD的一个危险因素,识别BP和认知表现指标的多效性可能表明BP和AD之间的机制联系。方法:使用广义线性混合模型和来自25,726名临床和前瞻性队列参与者的116,075项纵向测量,对血压变量(收缩压(SBP)、舒张压(DBP)、平均动脉压(MAP)和脉压(PP)的多效性进行全基因组扫描,并对认知领域(执行功能、语言和记忆)的共同校准评分进行扫描。GWAS使用PLACO来估计每个SNP的主要作用和与年龄的相互作用,以及它们对多效性的共同作用。采用孟德尔随机化方法评估全基因组显著性(GWS)多效snp直接或间接通过BP对认知的影响。通过比较有临床症状和无临床症状的经病理证实的阿尔茨海默病患者脑组织中的表达,评估了排名前几位的多效基因对认知恢复能力的潜在贡献。结果:多效性GWAS鉴定了GWS与APOE和11个新位点的关联。在整个样本中,发现SBP和语言具有JPH2 (P Joint =6.09×10 -9)和GATA3 (P G×Age =1.42×10 -8), MAP和执行功能具有PAX2 (P G×Age =4.22×10 -8), MAP和语言具有LOC105371656 (P G×Age =1.75×10 -8), DBP和语言具有SUFU (P G =2.10×10 -8)。在前瞻性队列中,发现RTN4组的收缩压和语言(P G×Age =1.49×10 -8)、ULK2组的DBP和执行功能(P Joint =2.85×10 -8)、SORBS2组的PP和记忆(P G =2.33×10 -8)、LOC100128993组的DBP和记忆(P G×Age =2.81×10 -8)存在多效性。在以临床为基础的队列中,ADAMTS3组的PP和语言(P =2.37×10 -8)和LINC02946组的收缩压和记忆(P G×Age =3.47×10 -8)存在多效性。5个GWS多效位点直接影响认知,6个多效位点的基因在有临床症状和无临床症状的病理确诊AD病例中表达差异。结论:我们的研究结果揭示了高血压和AD的潜在机制。在多个队列中协调BP和认知测量的持续努力将提高发现、复制和推广与多效位点的新关联的能力。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
来源期刊
自引率
0.00%
发文量
0
期刊最新文献
Efficacy of Combination Treatment for Cervical Precancer Among Women Living with HIV in South Africa: Secondary Outcomes from the ACT 2 Randomized Controlled Trial. Whole-genome sequence genome-wide association study in All of Us identifies a novel glaucoma risk locus in African ancestry individuals. TYK2 Inhibition with Deucravacitinib Improves Clinical Outcomes and Resolves Interferon-Driven Inflammation in Lichen Planopilaris. High- versus low-dose dietary n-3 PUFA treatment produces mixed effects on DNA methylation and epigenetic fidelity in breast adipose tissue. Opioid Overdose Death Prediction with Graph Neural Networks.
×
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
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术
文献互助 智能选刊 最新文献 互助须知 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 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1