Using the LASSO regression analysis and the RF method, we screened 4 mitochondria-related genes associated with PAD and CAD: MPV17, FADD, HLCS, and PEX3 (as shown in Figures 4A–D). The gene discussed is HLCS; the disease is coronary artery disorder.