Cerebrospinal fluid metabolites and multiple sclerosis: A two-sample Mendelian randomization study

Epidemiological evidence suggests that cerebrospinal fluid (CSF) metabolites are associated with multiple sclerosis (MS). However, the causality remains unclear as a consequence of confounding or reverse causation. As a result, we evaluated the causal relationship between CSF metabolites and MS. A 2-sample Mendelian randomization analysis was performed for 338 CSF metabolites and MS, with causal relationship elucidated based on genome-wide association studies (GWAS) data. Summary statistics for 338 CSF metabolites were retrieved from a GWAS of 689 participants, and summary statistics for MS consisted of GWAS data including 115,803 participants (47,429 patients and 68,374 controls). The inverse-variance weighted method has been applied to perform primary analysis, and extensive sensitivity analyses were completed to guarantee robustness. The inverse-variance weighted analysis revealed a suggestive causal correlation between higher beta-alanine (odds ratio [OR] = 1.248, 95% confidence interval [CI] 1.092-1.427, P = 1.16 × 10-3), 1-stearoyl-2-arachidonoyl-gpc (18:0/20:4) (OR = 1.090, 95% CI 1.026-1.159, P = 5.48 × 10-3), allantoin (OR = 1.123, 95% CI 1.021-1.236, P = 1.68 × 10-2), and heightened susceptibility of MS, an increased risk of MS. By comparison, Wald ratio analysis indicated that N,N,N-trimethyl-l-alanyl-l-proline betaine (OR = 0.934, 95% CI 0.894-0.976, P = 2.57 × 10-3), butyrate (4:0) (OR = 0.908, 95% CI 0.840-0.982, P = 1.61 × 10-2), and N-acetylglycine (OR = 0.909, 95% CI 0.836-0.987, P = 2.29 × 10-2) were significantly connected to a reduced MS risk. In addition, sensitivity analyses her eliminated potential biases arising from heterogeneity and horizontal pleiotropy. We present indicative genetic data that support a causal correlation between CSF metabolites and MS, pointing out the possibility of intervening CSF metabolites to prevent MS.

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Journal
Medicine
Published
2026-01-02
DOI
https://doi.org/10.1097/md.0000000000046960
Primary Topic
Multiple Sclerosis Research Studies
Type
article
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article

Cerebrospinal fluid metabolites and multiple sclerosis: A two-sample Mendelian randomization study

Jing Feng, Jiaojiao Feng, Dejin Zhang, Gang Chen
Medicine
Multiple Sclerosis Research Studies
article

Cerebrospinal fluid metabolites and multiple sclerosis: A two-sample Mendelian randomization study

Jing Feng, Jiaojiao Feng, Dejin Zhang, Gang Chen
article en

Abstract

Epidemiological evidence suggests that cerebrospinal fluid (CSF) metabolites are associated with multiple sclerosis (MS). However, the causality remains unclear as a consequence of confounding or reverse causation. As a result, we evaluated the causal relationship between CSF metabolites and MS. A 2-sample Mendelian randomization analysis was performed for 338 CSF metabolites and MS, with causal relationship elucidated based on genome-wide association studies (GWAS) data. Summary statistics for 338 CSF metabolites were retrieved from a GWAS of 689 participants, and summary statistics for MS consisted of GWAS data including 115,803 participants (47,429 patients and 68,374 controls). The inverse-variance weighted method has been applied to perform primary analysis, and extensive sensitivity analyses were completed to guarantee robustness. The inverse-variance weighted analysis revealed a suggestive causal correlation between higher beta-alanine (odds ratio [OR] = 1.248, 95% confidence interval [CI] 1.092-1.427, P = 1.16 × 10-3), 1-stearoyl-2-arachidonoyl-gpc (18:0/20:4) (OR = 1.090, 95% CI 1.026-1.159, P = 5.48 × 10-3), allantoin (OR = 1.123, 95% CI 1.021-1.236, P = 1.68 × 10-2), and heightened susceptibility of MS, an increased risk of MS. By comparison, Wald ratio analysis indicated that N,N,N-trimethyl-l-alanyl-l-proline betaine (OR = 0.934, 95% CI 0.894-0.976, P = 2.57 × 10-3), butyrate (4:0) (OR = 0.908, 95% CI 0.840-0.982, P = 1.61 × 10-2), and N-acetylglycine (OR = 0.909, 95% CI 0.836-0.987, P = 2.29 × 10-2) were significantly connected to a reduced MS risk. In addition, sensitivity analyses her eliminated potential biases arising from heterogeneity and horizontal pleiotropy. We present indicative genetic data that support a causal correlation between CSF metabolites and MS, pointing out the possibility of intervening CSF metabolites to prevent MS.

MedicineVol. 105(1)
Hebei North University (CN), The People's Hospital of LinXia (CN)
Good health and well-being
Openalex Percentile: Top 97%
Multiple Sclerosis Research Studies
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Cerebrospinal fluid metabolites and multiple sclerosis: A two-sample Mendelian randomization study — Jing Feng, Jiaojiao Feng, et al. · Medicine (2026) | TGRS Research Map | TGRS