TY - JOUR
T1 - Genetic architecture of cerebrospinal fluid and brain metabolite levels and the genetic colocalization of metabolites with human traits
AU - Dominantly Inherited Alzheimer Network (DIAN)
AU - The Alzheimer’s Disease Neuroimaging Initiative (ADNI)
AU - Wang, Ciyang
AU - Yang, Chengran
AU - Western, Daniel
AU - Ali, Muhammad
AU - Wang, Yueyao
AU - Phuah, Chia Ling
AU - Budde, John
AU - Wang, Lihua
AU - Gorijala, Priyanka
AU - Timsina, Jigyasha
AU - Ruiz, Agustin
AU - Pastor, Pau
AU - Fernandez, Maria Victoria
AU - Perrin, Richard
AU - Panyard, Daniel J.
AU - Engelman, Corinne D.
AU - Deming, Yuetiva
AU - Boada, Merce
AU - Cano, Amanda
AU - Garcia-Gonzalez, Pablo
AU - Graff-Radford, Neill R.
AU - Mori, Hiroshi
AU - Lee, Jae Hong
AU - Perrin, Richard J.
AU - Ibanez, Laura
AU - Sung, Yun Ju
AU - Cruchaga, Carlos
N1 - Publisher Copyright:
© The Author(s), under exclusive licence to Springer Nature America, Inc. 2024.
PY - 2024/12
Y1 - 2024/12
N2 - Brain metabolism perturbation can contribute to traits and diseases. We conducted a genome-wide association study for cerebrospinal fluid (CSF) and brain metabolite levels, identifying 205 independent associations (47.3% new signals, containing 11 new loci) for 139 CSF metabolites, and 32 independent associations (43.8% new signals, containing 4 new loci) for 31 brain metabolites. Of these, 96.9% (CSF) and 71.4% (brain) of the new signals belonged to previously analyzed metabolites in blood or urine. We integrated the metabolite quantitative trait loci (MQTLs) with 23 neurological, psychiatric and common human traits and diseases through colocalization to identify metabolites and biological processes implicated in these phenotypes. Combining CSF and brain, we identified 71 metabolite–trait associations, such as glycerophosphocholines with Alzheimer’s disease, O-sulfo-l-tyrosine with Parkinson’s disease, glycine, xanthine with waist-to-hip ratio and ergothioneine with inflammatory bowel disease. Our study expanded the knowledge of MQTLs in the central nervous system, providing insights into human traits.
AB - Brain metabolism perturbation can contribute to traits and diseases. We conducted a genome-wide association study for cerebrospinal fluid (CSF) and brain metabolite levels, identifying 205 independent associations (47.3% new signals, containing 11 new loci) for 139 CSF metabolites, and 32 independent associations (43.8% new signals, containing 4 new loci) for 31 brain metabolites. Of these, 96.9% (CSF) and 71.4% (brain) of the new signals belonged to previously analyzed metabolites in blood or urine. We integrated the metabolite quantitative trait loci (MQTLs) with 23 neurological, psychiatric and common human traits and diseases through colocalization to identify metabolites and biological processes implicated in these phenotypes. Combining CSF and brain, we identified 71 metabolite–trait associations, such as glycerophosphocholines with Alzheimer’s disease, O-sulfo-l-tyrosine with Parkinson’s disease, glycine, xanthine with waist-to-hip ratio and ergothioneine with inflammatory bowel disease. Our study expanded the knowledge of MQTLs in the central nervous system, providing insights into human traits.
UR - http://www.scopus.com/inward/record.url?scp=85208801453&partnerID=8YFLogxK
U2 - 10.1038/s41588-024-01973-7
DO - 10.1038/s41588-024-01973-7
M3 - Article
C2 - 39528826
AN - SCOPUS:85208801453
SN - 1061-4036
VL - 56
SP - 2685
EP - 2695
JO - Nature Genetics
JF - Nature Genetics
IS - 12
M1 - 11122
ER -