Patients with PAD and pedal MAC exhibited a significantly elevated risk of amputation (OR 3.64, 95% CI 1.91–6.95, p < .001) even after adjusting for sex, age, albumin, hemoglobin, and diabetic retinopathy status. The gene discussed is ALB; the disease is diabetic retinopathy.