Evidence map›Paper›PMID 41261954›Full record

ArticleBrain and behavior2025

Exploring Contraindicated Medications and Corresponding Targeted Genes for Migraine Through Integrated Genetic Approaches.

Nan Wang, Weixuan Liang, Zhuofeng Wen, Wanzhe Liao, Zhixin Xie, Zhiyi Zhou, Ziyang Yang, Xitong Ju, Haobin Zhou, Chuiguo Huang

Abstract read
In one paragraph

Article in Brain and behavior, 2025. 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
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1 · What the graph read from it

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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

10 authors.

Nan WangDepartment of Anesthesiology, Nanjing Jiangning Hospital, Nanjing, China.
Weixuan LiangThe First School of Clinical Medicine, Guangzhou Medical University, Guangzhou, China.
Zhuofeng WenThe Sixth School of Clinical Medicine, Guangzhou Medical University, Guangzhou, China.
Wanzhe LiaoNanshan School, Guangzhou Medical University, Guangzhou, China.
Zhixin XieThe Second School of Clinical Medicine, Guangzhou Medical University, Guangzhou, China.
Zhiyi ZhouThird Clinical College of Guangzhou Medical University, Guangzhou, China.
Ziyang YangThird Clinical College of Guangzhou Medical University, Guangzhou, China.
Xitong JuInstitute of Clinical Pharmacology, Anhui Medical University, Hefei, Anhui, China.
Haobin ZhouDepartment of Medicine and Therapeutics, Prince of Wales Hospital, The Chinese University of Hong Kong, Hong Kong.
Chuiguo HuangDepartment of Medicine and Therapeutics, Prince of Wales Hospital, The Chinese University of Hong Kong, Hong Kong.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

objectiveTo identify contraindicated medications and corresponding target genes for migraine and its subtypes.

methodUtilizing the Genome-Wide Association Studies (GWAS) for 14 medication-use categories from UK Biobank and GWAS for migraine and its subtypes from FinnGen, our study revealed potential contraindicated drugs for the chronic paroxysmal neurological disorder based on Mendelian randomization (MR). Then we applied the Transcriptome-wide association study (TWAS) within the framework of Omnibus Transcriptome Test using Expression Reference Summary data (OTTERS) and cross-referenced three drug databases to determine the targeted genes of the identified contraindicated medications. Moreover, Summary-data-based Mendelian Randomization (SMR) and INtegration of TWAS And ColocalizaTion (INTACT) were used as sensitivity analyses to further validate the associations and strengthen causal inference. We also performed brain-tissue TWAS across 13 regions to confirm the tissue-specific associations of the hub genes with migraine and its subtypes.

resultsMR analysis revealed that the diuretics and agents that act on the renin-angiotensin system were discovered to be associated with an increased risk of migraine and migraine with aura. By intersecting the results from TWAS and drug databases, 37 and 22 target genes of contraindicated medications were identified for migraine and migraine with aura, respectively. SMR and INTACT confirmed the validity of BLM, C12orf76, GPATCH4, PAM, SERPINC1 for migraine, and ALMS1, GPATCH4, NCF2, SLC12A1, ZKSCAN8P1 for migraine with aura. At the brain-tissue level, we further validated hub gene associations: in migraine, SERPINC1, ZKSCAN8P1, C12orf76, and PAM were significant across brain regions; in migraine with aura, SERPINC1, ALMS1, ZKSCAN8P1, PAM, and NCF2 were significant.

conclusionWe identified the diuretics and agents that act on the renin-angiotensin system as the contraindicated medications for migraine and migraine with aura, and BLM, C12orf76, GPATCH4, PAM, SERPINC were found as the targeted genes of contraindicated drugs for migraine and ALMS1, GPATCH4, NCF2, SLC12A1, ZKSCAN8P1 for migraine with aura, providing new clues for the preventive strategies for migraine and its subtypes.

Indexed as

Migraine DisordersDiureticsGenome-Wide Association StudyHumansMendelian Randomization AnalysisRenin-Angiotensin SystemTranscriptomeDiureticscontraindicated drugsgeneticmigrainemigraine with auratarget gene

Identifiers

PMID41261954
PMCPMC12631026

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