Quantitative trait loci mapping of circulating metabolites in cerebrospinal fluid to uncover biological mechanisms involved in brain-related phenotypes
Lianne M Reus
1, 2, 3
,
Toni Boltz
1, 4
,
Marcelo Francia
1
,
Merel Bot
1
,
Naren Ramesh
1
,
Maria Koromina
5, 6, 7
,
Yolande A.L. Pijnenburg
2, 3
,
Anouk den Braber
2, 3, 8
,
W. M. van der Flier
2, 3, 9
,
P. J. Visser
2, 3, 10, 11
,
Sven J. van der Lee
2, 3, 12
,
Betty M. Tijms
2, 3
,
C. E. Teunissen
13
,
Loes Olde Loohuis
1, 4, 14
,
Roel Ophoff
1, 4, 15
3
12
13
Publication type: Journal Article
Publication date: 2025-02-28
scimago Q1
wos Q1
SJR: 4.022
CiteScore: 22.1
Impact factor: 10.1
ISSN: 13594184, 14765578
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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Reus L. M. et al. Quantitative trait loci mapping of circulating metabolites in cerebrospinal fluid to uncover biological mechanisms involved in brain-related phenotypes // Molecular Psychiatry. 2025.
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Reus L. M., Boltz T., Francia M., Bot M., Ramesh N., Koromina M., Pijnenburg Y. A., den Braber A., van der Flier W. M., Visser P. J., van der Lee S. J., Tijms B. M., Teunissen C. E., Olde Loohuis L., Ophoff R. Quantitative trait loci mapping of circulating metabolites in cerebrospinal fluid to uncover biological mechanisms involved in brain-related phenotypes // Molecular Psychiatry. 2025.
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TY - JOUR
DO - 10.1038/s41380-025-02934-0
UR - https://www.nature.com/articles/s41380-025-02934-0
TI - Quantitative trait loci mapping of circulating metabolites in cerebrospinal fluid to uncover biological mechanisms involved in brain-related phenotypes
T2 - Molecular Psychiatry
AU - Reus, Lianne M
AU - Boltz, Toni
AU - Francia, Marcelo
AU - Bot, Merel
AU - Ramesh, Naren
AU - Koromina, Maria
AU - Pijnenburg, Yolande A.L.
AU - den Braber, Anouk
AU - van der Flier, W. M.
AU - Visser, P. J.
AU - van der Lee, Sven J.
AU - Tijms, Betty M.
AU - Teunissen, C. E.
AU - Olde Loohuis, Loes
AU - Ophoff, Roel
PY - 2025
DA - 2025/02/28
PB - Springer Nature
SN - 1359-4184
SN - 1476-5578
ER -
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BibTex (up to 50 authors)
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@article{2025_Reus,
author = {Lianne M Reus and Toni Boltz and Marcelo Francia and Merel Bot and Naren Ramesh and Maria Koromina and Yolande A.L. Pijnenburg and Anouk den Braber and W. M. van der Flier and P. J. Visser and Sven J. van der Lee and Betty M. Tijms and C. E. Teunissen and Loes Olde Loohuis and Roel Ophoff},
title = {Quantitative trait loci mapping of circulating metabolites in cerebrospinal fluid to uncover biological mechanisms involved in brain-related phenotypes},
journal = {Molecular Psychiatry},
year = {2025},
publisher = {Springer Nature},
month = {feb},
url = {https://www.nature.com/articles/s41380-025-02934-0},
doi = {10.1038/s41380-025-02934-0}
}
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