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Exploring Migraine Pathogenesis: Transcriptomic Insights and Pathway Analysis in Nitroglycerin-Induced Rat Model.
Qiao-Wen Chen1,2, Run-Tian Meng1,2, Chih-Yuan Ko2
1The School of Public Health, Fujian Medical University, Fuzhou 350122, China.
Current Issues in Molecular Biology
|July 23, 2025
Summary
This study investigated migraine's molecular mechanisms using bioinformatics in a rat model. Key pathways like PI3K-Akt signaling and cytokine interactions were identified, offering potential therapeutic targets for migraine.
Area of Science:
- Neuroscience
- Genomics
- Bioinformatics
Background:
- Migraine is a chronic neurovascular disorder with poorly understood pathophysiology.
- Investigating molecular mechanisms is crucial for developing effective treatments.
Purpose of the Study:
- To explore the pathogenic mechanisms of migraine through bioinformatics analysis.
- To identify key genes and pathways involved in migraine development.
Main Methods:
- Utilized a nitroglycerin (NTG)-induced migraine rat model.
- Performed transcriptome analysis (DESeq2) on hypothalamic genes.
- Conducted Gene Ontology, KEGG pathway, and protein-protein interaction network analyses to identify hub genes.
Main Results:
- NTG-induced migraine rats exhibited behavioral changes like increased head scratching and reduced sucrose preference.
- Identified 1564 differentially expressed genes, highlighting pathways in inflammation, PI3K-Akt signaling, and cytokine-cytokine receptor interactions.
- Discovered nine hub genes, including Alb, Tgfb1, Cd4, Ptprc, Itgb1, Icam1, Col1a1, Pxdn, and Itgad.
Conclusions:
- Migraine pathogenesis involves PI3K-Akt signaling and cytokine-cytokine receptor interactions.
- Identified molecular targets for potential migraine therapies.
- Acknowledged limitations including small sample size and a single model, impacting clinical applicability.

