LPA and Renal insufficiency: With the compression of coefficients, 11 variables—Physical activity, Smoking, Alcohol consumption, Renal insufficiency, Antiplatelet, Traditional Chinese medicine, Gensini score, Lp-a, Exertional Capacity, Anginal stability, and Treatment satisfaction—were finally selected for the next step of regression analysis.