Additionally, a meta-analysis of Mendelian randomization data demonstrated that elevated Lp(a) levels were associated with an increased risk of AF [odds ratio (OR): 1.024, 95% CI: 1.007-1.042, I2 = 87.72%; P < 0.001], with notable variations across different ethnic groups. The gene discussed is LPA; the disease is atrial fibrillation.