Evidence map›Paper›PMID 41836453›Full record

ArticleJournal of pain research2026

Bidirectional Mendelian Randomization Analysis of 338 Cerebrospinal-Fluid Metabolites and Cluster-Headache Risk.

Danhua Yu, Xuewei Yang, Jinli Zhou, Weiwei Chen, Jinhui Song, Weifei Yu, Shaokang Huang

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Article in Journal of pain research, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

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1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

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2 · The registry

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3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

7 authors.

Danhua Yu *Department of Neurology, Yiwu Central Hospital, Yiwu, Zhejiang Province, People's Republic of China.
Xuewei Yang *Department of Neurology, Yiwu Central Hospital, Yiwu, Zhejiang Province, People's Republic of China.
Jinli Zhou *Department of Neurology, Yiwu Central Hospital, Yiwu, Zhejiang Province, People's Republic of China.
Weiwei ChenDepartment of Neurology, Yiwu Central Hospital, Yiwu, Zhejiang Province, People's Republic of China.
Jinhui SongDepartment of Neurology, Yiwu Central Hospital, Yiwu, Zhejiang Province, People's Republic of China.
Weifei YuDepartment of Neurology, Yiwu Central Hospital, Yiwu, Zhejiang Province, People's Republic of China.
Shaokang HuangDepartment of Orthopedics, Shanghai Changhai Hospital, Shanghai, People's Republic of China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Cluster headache (CH) is a rare but highly disabling primary headache disorder characterized by severe unilateral attacks and autonomic symptoms. The metabolic mechanisms underlying CH remain poorly understood. Objective: To investigate the potential causal effects of cerebrospinal fluid (CSF) metabolite levels on CH risk, and to explore possible reverse causal effects of CH on CSF metabolites, using a bidirectional Mendelian randomization (MR) approach. Methods: We performed a bidirectional two-sample Mendelian randomization (MR) analysis integrating genome-wide association study (GWAS) data for 338 cerebrospinal fluid (CSF) metabolites and CH (1,833 cases and 498,515 controls from FinnGen release 12). Genetic instruments were selected at P < 1×10 Results: In the forward MR analysis, 11 CSF metabolites were significantly associated with CH risk (P<0.05). The strongest associations were observed for orotate (β = 0.53, 95% CI: 0.23-0.82, P = 0.0006), betaine (β = 0.47, 95% CI: 0.16-0.79, P = 0.0035), and 5-oxoproline (β = 0.57, 95% CI: 0.17-0.97, P = 0.0053). In the reverse MR analysis, eight metabolites, including lysine (β = 0.015, P = 0.029) and kynurenine (β = 0.025, P = 0.020), were nominally associated with genetic liability to CH. Sensitivity analyses showed no evidence of directional pleiotropy or heterogeneity (all P > 0.05). Conclusion: This bidirectional MR study provides the first genetic evidence linking central metabolic alterations to CH susceptibility. While these results highlight potential metabolic biomarkers and mechanistic pathways, the findings remain preliminary due to modest statistical power and should be replicated in larger and ethnically diverse cohorts.

Indexed as

cerebrospinal fluid metabolitescluster headacheMendelian randomizationoxidative stress

Identifiers

PMID41836453
PMCPMC12988619

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