Age, diabetes, coronary heart disease (CHD), percentage of lymphocytes (%LYM), procalcitonin (PCT), serum urea, CRP, and D-dimer were found to be correlated with mortality by LASSO binary logistic regression in a chort of 2,529 COVID-19 patients. This evidence concerns the gene CRP and coronary artery disorder.