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
cc2713206发布了新的文献求助60
1秒前
1秒前
1秒前
香蕉觅云应助han采纳,获得10
2秒前
无花果应助Amy采纳,获得10
2秒前
wang发布了新的文献求助10
3秒前
黎樱完成签到,获得积分10
3秒前
边边完成签到,获得积分10
4秒前
4秒前
典雅青槐发布了新的文献求助10
4秒前
专注宫苴完成签到,获得积分10
4秒前
思源应助科研通管家采纳,获得10
5秒前
5秒前
ding应助科研通管家采纳,获得10
5秒前
6秒前
SciGPT应助科研通管家采纳,获得10
6秒前
隐形曼青应助科研通管家采纳,获得10
6秒前
英俊的铭应助科研通管家采纳,获得10
6秒前
脑洞疼应助科研通管家采纳,获得10
6秒前
科研通AI2S应助科研通管家采纳,获得10
6秒前
是椰发布了新的文献求助10
7秒前
Jasper应助科研通管家采纳,获得10
7秒前
丘比特应助科研通管家采纳,获得10
7秒前
nihao应助科研通管家采纳,获得10
7秒前
棘菀发布了新的文献求助20
7秒前
小蘑菇应助科研通管家采纳,获得10
7秒前
aajhajkahna应助科研通管家采纳,获得10
7秒前
Lucas应助科研通管家采纳,获得10
8秒前
8秒前
领导范儿应助科研通管家采纳,获得10
8秒前
共享精神应助科研通管家采纳,获得10
8秒前
曼波曼波应助张滢蕊采纳,获得10
9秒前
10秒前
淇淇发布了新的文献求助10
11秒前
龙猫嗯啊发布了新的文献求助10
11秒前
CodeCraft应助LBJ采纳,获得10
12秒前
13秒前
13秒前
13秒前
852应助我吃浴巾采纳,获得10
14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
Reducing Compassion Fatigue, Secondary Traumatic Stress and Burnout 600
China Pluperfect I: Epistemology of Past and Outside in Chinese Art 520
Matrix Methods in Data Mining and Pattern Recognition Second Edition 510
Mammalian Synthetic Biology 500
Auslegungsgeschichte 500
Cosmos as Art Object: Studies in Plato's Timaeus and Other Dialogues 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 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 7638481
求助须知:如何正确求助?哪些是违规求助? 9211737
关于积分的说明 19759776
捐赠科研通 7205450
什么是DOI,文献DOI怎么找? 3275880
关于科研通互助平台的介绍 2437447
邀请新用户注册赠送积分活动 2273082