ArticleThe journal of headache and pain2021
Phenome-wide analysis highlights putative causal relationships between self-reported migraine and other complex traits.
Article in The journal of headache and pain, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers.
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Who cites it
12 citing papers in PubMed, 23 citations in OpenAlex.
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- Elucidating biomarkers of carcinogenesis in ulcerative colitis: insight from Mendelian randomization and transcriptomics.Discover oncology · 2025Article
- Genomic analysis of intracranial and subcortical brain volumes yields polygenic scores accounting for variation across ancestries.Nature genetics · 2024Article
- Genomic analysis of intracranial and subcortical brain volumes yields polygenic scores accounting for variation across ancestries.medRxiv : the preprint server for health sciences · 2024Article
- Exploring the Causal Relationship Between Migraine and Insomnia Through Bidirectional Two-Sample Mendelian Randomization: A Bidirectional Causal Relationship.Journal of pain research · 2024Article
- Causal linkage between type 2 diabetes mellitus and inflammatory bowel disease: an integrated Mendelian randomization study and bioinformatics analysis.Frontiers in endocrinology · 2024Article
- Investigating the Shared Genetic Etiology Between Parkinson's Disease and Depression.Journal of Parkinson's disease · 2024Article
- Shared molecular genetic factors influence subcortical brain morphometry and Parkinson's disease risk.NPJ Parkinson's disease · 2023Article
- Large-scale genetic investigation reveals genetic liability to multiple complex traits influencing a higher risk of ADHD.Scientific reports · 2021Article
- Screening for Copy Number Variations of the 15q13.3 Hotspot inCurrent issues in molecular biology · 2021Article
- Understanding genetic risk factors for common side effects of antidepressant medications.Communications medicine · 2021Article
Corrections and comments
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Authors and funding
5 authors at 2 institutions in 2 countries.
Funding
Abstract
backgroundMigraine is a complex neurological disorder that is considered the most common disabling brain disorder affecting 14 % of people worldwide. The present study sought to infer potential causal relationships between self-reported migraine and other complex traits, using genetic data and a hypothesis-free approach.
methodsWe leveraged available summary statistics from genome-wide association studies (GWAS) of 1,504 phenotypes and self-reported migraine and inferred pair-wise causal relationships using the latent causal variable (LCV) method.
resultsWe identify 18 potential causal relationships between self-reported migraine and other complex traits. Hypertension and blood clot formations were causally associated with an increased migraine risk, possibly through vasoconstriction and platelet clumping. We observed that sources of abdominal pain and discomfort might influence a higher risk for migraine. Moreover, occupational and environmental factors such as working with paints, thinner or glues, and being exposed to diesel exhaust were causally associated with higher migraine risk. Psychiatric-related phenotypes, including stressful life events, increased migraine risk. In contrast, ever feeling unenthusiastic / disinterested for a whole week, a phenotype related to the psychological well-being of individuals, was a potential outcome of migraine.
conclusionsOverall, our results suggest a potential vascular component to migraine, highlighting the role of vasoconstriction and platelet clumping. Stressful life events and occupational variables potentially influence a higher migraine risk. Additionally, a migraine could impact the psychological well-being of individuals. Our findings provide novel testable hypotheses for future studies that may inform the design of new interventions to prevent or reduce migraine risk and recurrence.
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