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Cerebrospinal fluid metabolites and multiple sclerosis: A two-sample Mendelian randomization study.
Dejin Zhang1,2, Jiaojiao Feng1, Jing Feng1
1Department of Pharmacy, The People's Hospital of Linshui, Guangan, China.
Medicine
|January 7, 2026
Summary
Cerebrospinal fluid (CSF) metabolites show a causal link to multiple sclerosis (MS). Specific metabolites may increase MS risk, while others may reduce it, offering potential prevention targets.
Area of Science:
- Neuroscience
- Metabolomics
- Genetics
Background:
- Epidemiological studies suggest associations between cerebrospinal fluid (CSF) metabolites and multiple sclerosis (MS).
- The causal relationship between CSF metabolites and MS remains unclear due to potential confounding factors and reverse causation.
- Understanding these causal links is crucial for developing effective MS prevention and treatment strategies.
Purpose of the Study:
- To investigate the causal relationship between 338 CSF metabolites and the risk of developing MS.
- To utilize Mendelian randomization analysis to establish causality, overcoming limitations of observational studies.
- To identify specific CSF metabolites that may serve as biomarkers or therapeutic targets for MS.
Main Methods:
- A 2-sample Mendelian randomization (MR) analysis was conducted using genome-wide association studies (GWAS) data.
- Summary statistics for 338 CSF metabolites were obtained from a GWAS of 689 participants.
- Summary statistics for MS were derived from a large GWAS including 115,803 participants (47,429 cases, 68,374 controls).
- Inverse-variance weighted (IVW) methods were used for primary analysis, complemented by extensive sensitivity analyses to ensure robustness against bias.
Main Results:
- The IVW analysis indicated a suggestive causal link between higher levels of beta-alanine, 1-stearoyl-2-arachidonoyl-gpc, and allantoin, and an increased risk of MS.
- Conversely, Wald ratio analysis revealed that higher levels of N,N,N-trimethyl-l-alanyl-l-proline betaine, butyrate, and N-acetylglycine were associated with a reduced risk of MS.
- Sensitivity analyses confirmed the robustness of these findings and ruled out significant biases from heterogeneity and horizontal pleiotropy.
Conclusions:
- This study provides genetic evidence supporting a causal role for specific CSF metabolites in MS development.
- Certain CSF metabolites are associated with increased MS susceptibility, while others appear protective.
- Targeting these CSF metabolites could represent a novel strategy for MS prevention or intervention.
Keywords:
Mendelian randomizationcausalitycerebrospinal fluid metabolitesgenome-wide association studymultiple sclerosis
