In a secondary analysis, BMI ≥30 kg/m2 combined with lower APN plasma levels showed a significantly increased risk of AF (HR 2.05; 95% CI 1.04–4.04; p = 0.037). The gene discussed is ANPEP; the disease is atrial fibrillation.