With regard to the AUC-ROC analysis, parameters such as SpO2, CRP, ALT, AST, and D-dimer levels exhibited good discriminatory power between co-infected and COVID-19 patients alone, while others like IL-6 and lymphocyte count showed higher sensitivity but lower specificity. The gene discussed is GPT; the disease is COVID-19.