Large-scale genetic and multi-omics analyses identify molecular pathways underlying dilated cardiomyopathy

孟德尔随机化 全基因组关联研究 生命银行 医学 扩张型心肌病 遗传学 遗传关联 遗传力 混淆 生物信息学 内科学 遗传变异 单核苷酸多态性 生物 基因 基因型 心力衰竭
作者
Sean J. Jurgens,Liam Gaziano,Sophie Garnier,Christian Krijger Juárez,Shinwan Kany,Sean Zheng,Kiran J. Biddinger,Rafik Tadros,James S. Ware,Amand F. Schmidt,Ahmad S. Amin,Patrick T. Ellinor,Philippe Charron,Krishna G. Aragam,Connie R. Bezzina
出处
期刊:European Heart Journal [Oxford University Press]
卷期号:44 (Supplement_2)
标识
DOI:10.1093/eurheartj/ehad655.3043
摘要

Abstract Background Dilated cardiomyopathy (DCM) is a heart muscle disease that represents a major public health burden. While both common and rare genetic variants are known to affect DCM risk, previous genome-wide association studies (GWAS) have yielded only few loci and the molecular pathways underlying DCM remain largely unknown. Purpose We aimed to discover novel genetic loci for DCM by combining data from biobank and case-control studies, and by combining GWAS with multi-trait analyses. We also pursued multi-omics Mendelian randomization to nominate novel molecular pathways underlying DCM. Methods and results We first performed a GWAS of ICD-code defined DCM (N=1472 cases) from two large biobank datasets (UK Biobank and Mass General Brigham Biobank), and found good genetic correlation (rg=0.82, SE=0.22) and similar heritability estimates (h2=0.12, SE=0.03 vs. h2=0.14, SE=0.03) when compared with a previously published GWAS of recruited DCM cases. In a large meta-analysis across case-control and biobank datasets (N=4191 cases), we identified 10 loci significantly associated with DCM. We then integrated this novel meta-analysis into a multi-trait GWAS (MTAG) with MRI-derived left ventricular traits from the UK Biobank (LVEF and LVESV; N=36083), which yielded 44 lead variants at 36 significant loci. Novel loci overlap reported Mendelian cardiomyopathy genes (ACTN2, OBSCN, MYH7B), support previous mechanistic findings (HSPB8; heat shock protein family), and include genomic regions also arising from a recent GWAS of hypertrophic cardiomyopathy (notably, SVIL). We then performed Mendelian randomization analyses on the MTAG GWAS, using genetic instruments from published multi-omics datasets. Mendelian randomisation of the blood metabolome suggests potential causal roles for metabolites, notably those involved in the pentose phosphate pathway (ribitol; β=0.25, SE=0.04) and glycemic excursion (1,5-anhydroglucitol; β=0.08, SE=0.02). Analyses of the blood proteome suggest potential causal roles for several serum proteins, including proteins involved in redox balance (glutathione synthetase; β=-0.34, SE=0.05), mTORC1 signalling (LAMTOR3; β=0.08, SE=0.01), and the pentose phosphate pathway (G6PE; β=0.09, SE=0.02). Conclusion Our analyses link several new genomic regions with DCM, and implicate redox disbalance and alternative usage of (gluco)metabolic pathways as putative causal mechanisms of disease. Future functional studies could determine whether these represent actionable findings.
最长约 10秒,即可获得该文献文件

科研通智能强力驱动
Strongly Powered by AbleSci AI
科研通是完全免费的文献互助平台,具备全网最快的应助速度,最高的求助完成率。 对每一个文献求助,科研通都将尽心尽力,给求助人一个满意的交代。
实时播报
踏实语海完成签到,获得积分10
2秒前
风趣霆完成签到,获得积分10
2秒前
努力的宁完成签到,获得积分10
3秒前
小西完成签到 ,获得积分10
4秒前
文文武完成签到 ,获得积分10
8秒前
清爽千柳完成签到 ,获得积分10
11秒前
香山叶正红完成签到 ,获得积分10
12秒前
交个朋友完成签到 ,获得积分10
12秒前
呵呵喊我完成签到 ,获得积分10
13秒前
英勇善愁完成签到,获得积分10
13秒前
小蘑菇应助六六采纳,获得20
14秒前
文献互助完成签到,获得积分10
15秒前
猫咪完成签到,获得积分10
17秒前
lq完成签到 ,获得积分10
19秒前
快乐的千兰完成签到 ,获得积分10
22秒前
有终完成签到 ,获得积分10
23秒前
24秒前
24秒前
甜甜的tiantian完成签到 ,获得积分10
25秒前
六六完成签到,获得积分10
25秒前
怡然的海秋完成签到,获得积分10
26秒前
六六发布了新的文献求助20
30秒前
Nowind完成签到,获得积分10
32秒前
凉凉完成签到,获得积分10
32秒前
威武雅容完成签到 ,获得积分10
32秒前
聪明的二休完成签到,获得积分10
32秒前
归海一刀完成签到 ,获得积分10
36秒前
雨柏完成签到 ,获得积分10
37秒前
小杨完成签到,获得积分20
37秒前
神外王001完成签到 ,获得积分10
38秒前
wang完成签到,获得积分10
38秒前
colin完成签到 ,获得积分10
39秒前
深情安青应助sakiko采纳,获得10
39秒前
39秒前
奋斗诗云完成签到 ,获得积分10
40秒前
planto完成签到,获得积分10
42秒前
sure完成签到 ,获得积分10
42秒前
姚美丽完成签到 ,获得积分10
45秒前
紫色水晶之恋完成签到 ,获得积分0
45秒前
LSW完成签到 ,获得积分10
53秒前
高分求助中
(应助此贴封号)【重要!!请各用户(尤其是新用户)详细阅读】【科研通的精品贴汇总】 10000
2026年中国辛酸癸酸聚乙二醇甘油酯行业市场现状调查及投资机会研判报告 1000
2026年中国辛酸癸酸聚乙二醇甘油酯行业市场规模及竞争格局分析报告 1000
48V Low-voltage Power Distribution Network (PDN) Architecture Industry Report, 2024 800
Fundamentals of Pharmaceutical and Biologics Regulations: A Global Perspective, Second Edition 700
Introducing the Learning Sciences 600
Resiliency Scale for Adolescents--Chinese Version 600
热门求助领域 (近24小时)
化学 材料科学 医学 生物 纳米技术 工程类 有机化学 化学工程 生物化学 计算机科学 内科学 物理 复合材料 催化作用 细胞生物学 无机化学 光电子学 物理化学 电极 基因
热门帖子
关注 科研通微信公众号,转发送积分 7324043
求助须知:如何正确求助?哪些是违规求助? 8939468
关于积分的说明 18952535
捐赠科研通 6980909
什么是DOI,文献DOI怎么找? 3215309
关于科研通互助平台的介绍 2382740
邀请新用户注册赠送积分活动 2194608