While hypertension (OR = 5.747, 95% CI: 1.186–27.862, p = 0.030) and elevated platelet-to-albumin ratio (PAR) (OR = 1.256, 95% CI: 1.025–1.540, p = 0.028) were identified as independent risk factors for autonomic dysfunction based on the CARTs results. The gene discussed is ALB; the disease is Hypertension.