VEGFD and atrial fibrillation: First, ethnic disparities (e.g., higher VEGF-D levels in the European population versus Asian cohorts) and variations in comorbid burden (e.g., diabetes prevalence) substantially influence angiogenesis–AF pathophysiological relationships [9,36].