Quantitative trait loci mapping of circulating metabolites in cerebrospinal fluid to uncover biological mechanisms involved in brain-related phenotypes

IF 10.1 1区 医学 Q1 BIOCHEMISTRY & MOLECULAR BIOLOGY Molecular Psychiatry Pub Date : 2025-02-28 DOI:10.1038/s41380-025-02934-0
Lianne M. Reus, Toni Boltz, Marcelo Francia, Merel Bot, Naren 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 Olde Loohuis, Roel A. Ophoff
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Abstract

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 5543 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 integrated our CSF mQTL results with pre-existing summary statistics on brain traits, identifying 34 genetic associations between CSF metabolites and brain traits. Over 90% of significant mQTLs demonstrated colocalized associations with brain-specific gene expression, unveiling potential neurobiological pathways.

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绘制脑脊液中循环代谢物的定量性状位点图,揭示大脑相关表型的生物机制
分子特征的基因组研究为复杂疾病的机制提供了见解,尽管由于脑组织的不可接近性,这些研究滞后于与大脑相关的特征。我们利用脑脊液(CSF)来研究体内的神经生物学机制,测量了977名欧洲血统个体的5543种脑脊液代谢物,这是迄今为止最大的脑脊液面板。个体来自两个独立的队列,包括认知健康受试者(n = 490)和一个特征良好的记忆诊所样本,阿姆斯特丹痴呆队列(ADC, n = 487)。我们对脑脊液代谢组学进行了代谢物数量性状位点(mQTL)定位,发现了126个显著的mQTL,代表了51个独立位点中的65种独特的脑脊液代谢物。为了更好地理解脑脊液mQTL在脑相关疾病中的作用,我们将脑脊液mQTL结果与已有的脑特征汇总统计相结合,确定了脑脊液代谢物与脑特征之间的34种遗传关联。超过90%的重要mqtl显示出与脑特异性基因表达的共定位关联,揭示了潜在的神经生物学途径。
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来源期刊
Molecular Psychiatry
Molecular Psychiatry 医学-精神病学
CiteScore
20.50
自引率
4.50%
发文量
459
审稿时长
4-8 weeks
期刊介绍: Molecular Psychiatry focuses on publishing research that aims to uncover the biological mechanisms behind psychiatric disorders and their treatment. The journal emphasizes studies that bridge pre-clinical and clinical research, covering cellular, molecular, integrative, clinical, imaging, and psychopharmacology levels.
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