孟德尔随机化
PCSK9
可欣
神经退行性变
载脂蛋白E
前蛋白转化酶
疾病
阿尔茨海默病
脑脊液
生物信息学
医学
计算生物学
生物
内科学
遗传学
基因
基因型
遗传变异
胆固醇
脂蛋白
低密度脂蛋白受体
作者
Liu Shi,Jin Xu,Rebecca Green,Asger Wretlind,Jan Homann,Noel J. Buckley,Betty M. Tijms,Stephanie J. B. Vos,Christina M. Lill,Mara ten Kate,Sebastiaan Engelborghs,Kristel Sleegers,Giovanni B. Frisoni,Anders Wallin,Alberto Lleó,Julius Popp,Pablo Martínez‐Lage,Johannes Streffer,Frederik Barkhof,Henrik Zetterberg
摘要
Abstract Introduction This study employed an integrative system and causal inference approach to explore molecular signatures in blood and CSF, the amyloid/tau/neurodegeneration [AT(N)] framework, mild cognitive impairment (MCI) conversion to Alzheimer's disease (AD), and genetic risk for AD. Methods Using the European Medical Information Framework (EMIF)‐AD cohort, we measured 696 proteins in cerebrospinal fluid ( n = 371), 4001 proteins in plasma ( n = 972), 611 metabolites in plasma ( n = 696), and genotyped whole‐blood (7,778,465 autosomal single nucleotide epolymorphisms, n = 936). We investigated associations: molecular modules to AT(N), module hubs with AD Polygenic Risk scores and APOE4 genotypes, molecular hubs to MCI conversion and probed for causality with AD using Mendelian randomization (MR). Results AT(N) framework associated with protein and lipid hubs. In plasma, Proprotein Convertase Subtilisin/Kexin Type 7 showed evidence for causal associations with AD. AD was causally associated with Reticulocalbin 2 and sphingomyelins, an association driven by the APOE isoform. Discussion This study reveals multi‐omics networks associated with AT(N) and causal AD molecular candidates.
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