Genetic Prioritization of Plasma Proteins Across Dementia Subtypes: A Proteome-Wide Mendelian Randomization and Bayesian Colocalization Analysis.

IF 7.4 4区 医学 Q3 CELL BIOLOGY
Xinyang Yan, Longxiao Zhang, Jiaxi Li, Jinning Song
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引用次数: 0

Abstract

Dementia is clinically and biologically heterogeneous, and genetically supported plasma protein associations across dementia subtypes remain incompletely characterized. We aimed to genetically prioritize plasma proteins associated with overall dementia and major dementia subtypes using proteome-wide Mendelian randomization (MR) and Bayesian colocalization. We used the UK Biobank Pharma Proteomics Project (UKB-PPP) as a harmonized source of cis-protein quantitative trait loci (cis-pQTLs) for 2,941 Olink-measured plasma analytes. The European-ancestry discovery cis-pQTL analysis included up to 34,557 participants, whereas 54,219 participants were profiled in the overall UKB-PPP. Outcomes included FinnGen R10 genome-wide association studies (GWAS) for dementia, Alzheimer's dementia, vascular dementia, frontotemporal dementia, and unspecified dementia, plus a European GWAS for dementia with Lewy bodies. At the nominal threshold of P < 0.05, 134, 132, 102, 78, 101, and 112 exploratory protein-outcome signals were observed for dementia, Alzheimer's dementia, vascular dementia, frontotemporal dementia, dementia with Lewy bodies, and unspecified dementia, respectively; 23 associations remained significant after outcome-specific Benjamini-Hochberg false discovery rate (FDR) correction. Key FDR-significant proteins included APOE, NECTIN2, PVR, SERPINF2, GRN, TREM2, and ATXN2L. The strongest risk and protective associations were NECTIN2 with Alzheimer's dementia (odds ratio [OR] = 2.650, 95% confidence interval [CI]: 1.875-3.744, FDR-adjusted P = 1.58 × 10- 5) and ATXN2L with dementia (OR = 0.408, 95% CI: 0.255-0.654, FDR-adjusted P = 0.0370), respectively. Strong colocalization support was observed for selected SERPINF2 and TREM2 associations. These findings genetically prioritize several plasma proteins as candidate biomarkers and potential therapeutic targets across dementia subtypes, but do not establish that circulating protein abundance directly mediates dementia risk.

血浆蛋白在痴呆亚型中的遗传优先排序:蛋白质组范围内的孟德尔随机化和贝叶斯共定位分析。
痴呆症在临床和生物学上都是异质的,痴呆症亚型之间的遗传支持的血浆蛋白关联仍然不完全确定。我们的目标是利用蛋白质组范围的孟德尔随机化(MR)和贝叶斯共定位,对与总体痴呆和主要痴呆亚型相关的血浆蛋白进行遗传优先排序。我们使用UK Biobank Pharma Proteomics Project (UKB-PPP)作为2941个olink测量的血浆分析物的顺式蛋白数量性状位点(cis- pqtl)的统一来源。欧洲血统发现cis-pQTL分析包括多达34,557名参与者,而总体UKB-PPP分析了54,219名参与者。结果包括针对痴呆、阿尔茨海默氏痴呆、血管性痴呆、额颞叶痴呆和未明确痴呆的FinnGen R10全基因组关联研究(GWAS),以及针对路易体痴呆的欧洲GWAS。在P - 5的名义阈值下,ATXN2L与痴呆(OR = 0.408, 95% CI: 0.255-0.654,经fdr调整的P = 0.0370)。研究发现,serinf2和TREM2的关联具有很强的共定位支持。这些发现优先考虑了几种血浆蛋白作为候选生物标志物和潜在的治疗靶点,但并没有确定循环蛋白丰度直接介导痴呆风险。
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来源期刊
CiteScore
7.70
自引率
0.00%
发文量
137
审稿时长
4-8 weeks
期刊介绍: Cellular and Molecular Neurobiology publishes original research concerned with the analysis of neuronal and brain function at the cellular and subcellular levels. The journal offers timely, peer-reviewed articles that describe anatomic, genetic, physiologic, pharmacologic, and biochemical approaches to the study of neuronal function and the analysis of elementary mechanisms. Studies are presented on isolated mammalian tissues and intact animals, with investigations aimed at the molecular mechanisms or neuronal responses at the level of single cells. Cellular and Molecular Neurobiology also presents studies of the effects of neurons on other organ systems, such as analysis of the electrical or biochemical response to neurotransmitters or neurohormones on smooth muscle or gland cells.
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