代谢组
数量性状位点
生物
脑脊液
表型
代谢组学
全基因组关联研究
表达数量性状基因座
代谢物
单核苷酸多态性
遗传学
基因
生物信息学
神经科学
基因型
内分泌学
作者
Lianne M. Reus,Toni Boltz,Marcelo Francia,Merel Bot,N Ramesh,Maria Koromina,Yolande A.L. Pijnenburg,Anouk den Braber,Wiesje M. van der Flier,Pieter Jelle Visser,Sven J. van der Lee,Betty M. Tijms,Charlotte E. Teunissen,Loes M. Olde Loohuis,Roel A. Ophoff
标识
DOI:10.1101/2023.09.26.559021
摘要
Genomic studies of molecular traits have provided mechanistic insights into complex disease, though these lag behind for brain-related traits due to the inaccessibility of brain tissue. We leveraged cerebrospinal fluid (CSF) to study neurobiological mechanisms in vivo , measuring 5,543 CSF metabolites, the largest panel in CSF to date, in 977 individuals of European ancestry. Individuals originated from two separate cohorts including cognitively healthy subjects (n=490) and a well-characterized memory clinic sample, the Amsterdam Dementia Cohort (ADC, n=487). We performed metabolite quantitative trait loci (mQTL) mapping on CSF metabolomics and found 126 significant mQTLs, representing 65 unique CSF metabolites across 51 independent loci. To better understand the role of CSF mQTLs in brain-related disorders, we performed a metabolome-wide association study (MWAS), identifying 40 associations between CSF metabolites and brain traits. Similarly, over 90% of significant mQTLs demonstrated colocalized associations with brain-specific gene expression, unveiling potential neurobiological pathways.
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