Literature DB >> 33437055

Cerebrospinal fluid metabolomics identifies 19 brain-related phenotype associations.

Daniel J Panyard1, Kyeong Mo Kim2, Burcu F Darst3, Yuetiva K Deming1,4,5, Xiaoyuan Zhong6, Yuchang Wu6, Hyunseung Kang7, Cynthia M Carlsson4,5,8, Sterling C Johnson4,5,8, Sanjay Asthana4,5,8, Corinne D Engelman1, Qiongshi Lu9,10.   

Abstract

The study of metabolomics and disease has enabled the discovery of new risk factors, diagnostic markers, and drug targets. For neurological and psychiatric phenotypes, the cerebrospinal fluid (CSF) is of particular importance. However, the CSF metabolome is difficult to study on a large scale due to the relative complexity of the procedure needed to collect the fluid. Here, we present a metabolome-wide association study (MWAS), which uses genetic and metabolomic data to impute metabolites into large samples with genome-wide association summary statistics. We conduct a metabolome-wide, genome-wide association analysis with 338 CSF metabolites, identifying 16 genotype-metabolite associations (metabolite quantitative trait loci, or mQTLs). We then build prediction models for all available CSF metabolites and test for associations with 27 neurological and psychiatric phenotypes, identifying 19 significant CSF metabolite-phenotype associations. Our results demonstrate the feasibility of MWAS to study omic data in scarce sample types.

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Year:  2021        PMID: 33437055      PMCID: PMC7803963          DOI: 10.1038/s42003-020-01583-z

Source DB:  PubMed          Journal:  Commun Biol        ISSN: 2399-3642


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Journal:  Nat Rev Drug Discov       Date:  2016-03-11       Impact factor: 84.694

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Journal:  PLoS Genet       Date:  2016-08-05       Impact factor: 5.917

Review 9.  The Wisconsin Registry for Alzheimer's Prevention: A review of findings and current directions.

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