Integrated ATAC-seq and RNA-seq analysis identifies Grid2 and Reln as potential regulatory genes in migraine pathophysiology

Migraine pathophysiology involves epigenetic mechanisms, but key molecular regulators remain poorly defined. This study aimed to elucidate these mechanisms using a comprehensive multi-omics approach. We established a nitroglycerin (NTG)-induced migraine-like mouse model. Sensory hypersensitivity was assessed via behavioral tests, and neuronal activation was evaluated by immunofluorescence staining for c-Fos in the trigeminal nucleus caudalis. Integrated transcriptomic profiling (RNA-seq) and epigenomic analysis (ATAC-seq) were performed, followed by differential expression and accessibility analyses, functional enrichment, multi-omics integration, protein-protein interaction network construction, and in silico drug prediction using tools like Enrichr. NTG treatment induced significant sensory hypersensitivity, with reduced mechanical thresholds and increased c-Fos expression. RNA-seq identified 140 significantly upregulated genes, while ATAC-seq revealed 282 significantly open differentially accessible chromatin regions (DACRs). Multi-omics integration pinpointed Grid2 and Reln as central effectors, enriched in synaptic pathways. Functional analyses highlighted roles in synaptic signaling, and network analysis identified key transcription factors (e.g., Etv1, Neurod1) as hubs. Drug prediction prioritized glutamate receptor antagonists as potential therapeutics. This study identifies Grid2 and Reln as plausible regulators in migraine pathophysiology, with implications for synaptic mechanisms. The findings provide novel insights into migraine etiology and highlight promising targets for therapeutic intervention.

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Publication Details

Journal
The Journal of Headache and Pain
Published
2025-12-01
DOI
https://doi.org/10.1186/s10194-025-02228-4
Primary Topic
Migraine and Headache Studies
Type
article
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article

Integrated ATAC-seq and RNA-seq analysis identifies Grid2 and Reln as potential regulatory genes in migraine pathophysiology

Xianguo Jiang, Fei Wang, Fei Shen, Chenlu Zhu et al.
The Journal of Headache and Pain
Migraine and Headache Studies
article

Integrated ATAC-seq and RNA-seq analysis identifies Grid2 and Reln as potential regulatory genes in migraine pathophysiology

Xianguo Jiang, Fei Wang, Fei Shen, Chenlu Zhu, Yuanmei Pan
article en

Abstract

Migraine pathophysiology involves epigenetic mechanisms, but key molecular regulators remain poorly defined. This study aimed to elucidate these mechanisms using a comprehensive multi-omics approach. We established a nitroglycerin (NTG)-induced migraine-like mouse model. Sensory hypersensitivity was assessed via behavioral tests, and neuronal activation was evaluated by immunofluorescence staining for c-Fos in the trigeminal nucleus caudalis. Integrated transcriptomic profiling (RNA-seq) and epigenomic analysis (ATAC-seq) were performed, followed by differential expression and accessibility analyses, functional enrichment, multi-omics integration, protein-protein interaction network construction, and in silico drug prediction using tools like Enrichr. NTG treatment induced significant sensory hypersensitivity, with reduced mechanical thresholds and increased c-Fos expression. RNA-seq identified 140 significantly upregulated genes, while ATAC-seq revealed 282 significantly open differentially accessible chromatin regions (DACRs). Multi-omics integration pinpointed Grid2 and Reln as central effectors, enriched in synaptic pathways. Functional analyses highlighted roles in synaptic signaling, and network analysis identified key transcription factors (e.g., Etv1, Neurod1) as hubs. Drug prediction prioritized glutamate receptor antagonists as potential therapeutics. This study identifies Grid2 and Reln as plausible regulators in migraine pathophysiology, with implications for synaptic mechanisms. The findings provide novel insights into migraine etiology and highlight promising targets for therapeutic intervention.

The Journal of Headache and PainVol. 27(1)
Shanghai Jiao Tong University (CN), Renji Hospital (CN), Shandong Provincial QianFoShan Hospital (CN), Shandong First Medical University (CN)
Openalex Percentile: Top 56%
Migraine and Headache Studies
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