Although current evidence does not directly link Itgb1, Itgad, Col1a1, and Pxdn to migraine, their functional relevance in inflammation and vascular remodeling suggests that they may contribute to migraine pathogenesis. The gene discussed is COL1A1; the disease is migraine disorder.