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
allover完成签到,获得积分10
刚刚
2秒前
柒月发布了新的文献求助10
3秒前
4秒前
4秒前
耍酷谷雪完成签到,获得积分10
4秒前
6秒前
苏牧完成签到 ,获得积分10
6秒前
Ratel完成签到,获得积分10
6秒前
wd发布了新的文献求助10
7秒前
科研通AI2S应助yuaasusanaann采纳,获得30
8秒前
wjl发布了新的文献求助10
10秒前
orange发布了新的文献求助10
10秒前
Akim应助Menand采纳,获得10
10秒前
洛城l发布了新的文献求助10
10秒前
无极微光应助朴素秋玲采纳,获得20
11秒前
12秒前
万事遂意完成签到,获得积分10
14秒前
我是老大应助fogwei采纳,获得10
14秒前
领导范儿应助neo采纳,获得10
15秒前
Coraline完成签到,获得积分10
15秒前
liar完成签到,获得积分10
16秒前
哈喽发布了新的文献求助10
17秒前
科研通AI6.4应助simba采纳,获得10
17秒前
空竹完成签到,获得积分10
18秒前
柯西岛土豆皮完成签到 ,获得积分10
18秒前
许许完成签到 ,获得积分10
19秒前
高高的山兰完成签到 ,获得积分0
19秒前
20秒前
20秒前
21秒前
ROYXIONG完成签到 ,获得积分10
21秒前
22秒前
薄荷完成签到,获得积分10
22秒前
高兴香彤发布了新的文献求助10
22秒前
懿范发布了新的文献求助10
23秒前
24秒前
25秒前
哈哈哈完成签到,获得积分10
25秒前
25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
The anomeric effect 1314
Principles of town planning: translating concepts to applications 1000
1 Peter and Christ's Descent to the Dead in Its Early Christian Reception 700
Organizational Behavior 510
Management and the Arts 510
Matrix Methods in Data Mining and Pattern Recognition Second Edition 510
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 7734367
求助须知:如何正确求助?哪些是违规求助? 9284753
关于积分的说明 20166698
捐赠科研通 7312240
什么是DOI,文献DOI怎么找? 3304642
关于科研通互助平台的介绍 2457279
邀请新用户注册赠送积分活动 2313831