Proteogenomic analysis of cerebrospinal fluid reveals causal role of proteins from the autophagy‐lysosome pathway in Parkinson’s disease

全基因组关联研究 孟德尔随机化 生物 单核苷酸多态性 遗传关联 SNP公司 疾病 遗传学 基因型 生物信息学 医学 基因 内科学 遗传变异
作者
Chengran Yang,Fabiana H.G. Farias,Oscar Harari,Hervé Rhinn,Carlos Cruchaga,Bruno A. Benítez
出处
期刊:Alzheimers & Dementia [Wiley]
卷期号:16 (S3)
标识
DOI:10.1002/alz.043422
摘要

Abstract Background Integrating genetic variants associated with protein levels (protein quantitative trait loci; pQTLs) with variants from genome‐wide association studies (GWAS) using Mendelian randomization approaches has uncovered a causal role of previously unsuspected proteins in several diseases. We have successfully applied a combination of targeted proteomic and genomic approaches to the cerebrospinal fluid (CSF) of Alzheimer Disease (AD) patients to identify multiple novel genetic associations. However, there are currently no proteogenomic studies in Parkinson’s Disease (PD). Methods We used the SOMAscan 1.3k Assay (∼1,305 SOMAmers) in ∼1015 samples from the ADRC‐WUSTL. SOMAscan data from the Parkinson's Progression Markers Initiative cohort and Sasayama D, et al 2017 were used as replication cohorts. After stringent QC steps were applied to SOMA data, each SOMAmer was log 10 transformed and standardized to zero. We used linear additive genetic regression models adjusted for age, sex, genotyping array and the first two principal components using Plink 1.9. We used the R package MendelianRandomization to integrate our CSF pQTL variants with PD‐related SNPs from the 2019 METAPD GWAS. Results We found significant cis ‐pQTLs for Cathepsin B (p = 3.6 × 10 −27 ), Alpha‐L‐iduronidase (p = 3.4 × 10 −41 ) and Galactin‐3 (p = 2.7 × 10 −41 ). MR found significant causal associations of PD risk with pQTLs for IDUA (b = 1.2, p = 5.0 × 10 −6 ), CSTB (b = ‐1.4, p = 2.7 × 10 −4 ) and Galactin‐3 (b = ‐1, p = 4.0 × 10 −2 ). Most importantly, we found an association with progranulin (PGRN) trans ‐pQTLs (p = 2.5 × 10 −9 ). This association was replicated in the PPMI cohort (p = 1.9 × 10 −9 ), and MR confirmed the significant causal link of PGRN (b = 4.6, p = 1.0 × 10 −4 ) with PD. The PGRN pQTL in CSF is located in the LRRK2 gene locus. This SNP is also associated with the CSF levels of proteins from two additional PD‐associated genes CTSB (p = 1.6 × 10 −3 ) and glycoprotein nmb ( GPNMB , p = 1.5 × 10 −4 ). Conclusion Our proteogenomic approach identified LRRK2 as a genetic modifier of three additional PD‐associated proteins in CSF. MR analyses confirmed the causal link of proteins from the autophagy‐lysosome pathway with PD. Our data provide new biological insights into how LRRK2 modifies PD risk and novel markers for screening of LRRK2 kinase activity.

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
星辰大海应助羞涩的渊思采纳,获得10
1秒前
1秒前
上官若男应助LL采纳,获得50
2秒前
爆米花应助qy采纳,获得20
2秒前
2秒前
听见完成签到,获得积分10
2秒前
3秒前
zhaoXIN发布了新的文献求助10
3秒前
4秒前
5秒前
5秒前
神勇草莓发布了新的文献求助10
5秒前
科研通AI6.2应助halo采纳,获得10
5秒前
szzhexna发布了新的文献求助10
5秒前
LMR完成签到 ,获得积分10
7秒前
啦啦啦完成签到,获得积分10
8秒前
NexusExplorer应助不语采纳,获得10
8秒前
8秒前
Rico完成签到 ,获得积分10
9秒前
小王梓发布了新的文献求助30
9秒前
9秒前
10秒前
123发布了新的文献求助10
10秒前
阿布应助幸福耷采纳,获得10
10秒前
zgrmws应助D_t采纳,获得20
11秒前
皮代谷发布了新的文献求助10
11秒前
12秒前
橘先生完成签到,获得积分20
12秒前
圈儿完成签到,获得积分10
12秒前
12秒前
12秒前
13秒前
小二郎应助小羊咩咩咩采纳,获得10
13秒前
14秒前
liuhua发布了新的文献求助10
14秒前
跃迁完成签到,获得积分10
14秒前
14秒前
欧气青年发布了新的文献求助10
14秒前
神勇草莓完成签到,获得积分10
16秒前
16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
PowerCascade: A Synthetic Dataset for Cascading Failure Analysis in Power Systems 2000
The Composition and Relative Chronology of Dynasties 16 and 17 in Egypt 1500
Picture this! Including first nations fiction picture books in school library collections 1500
Signals, Systems, and Signal Processing 610
Unlocking Chemical Thinking: Reimagining Chemistry Teaching and Learning 555
Scientific Writing and Communication: Papers, Proposals, and Presentations 500
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 物理 内科学 复合材料 催化作用 物理化学 光电子学 电极 细胞生物学 基因 无机化学
热门帖子
关注 科研通微信公众号,转发送积分 6370293
求助须知:如何正确求助?哪些是违规求助? 8184235
关于积分的说明 17266401
捐赠科研通 5424858
什么是DOI,文献DOI怎么找? 2870073
邀请新用户注册赠送积分活动 1847049
关于科研通互助平台的介绍 1693826