We conducted multivariate analyses using three models because significant differences were observed in sputum conversion within 60 days, 90 days, and 120 days in the univariate analysis adjusting for age, PS, heart failure, CKD, hepatic disease, respiratory failure, standard therapy, serum levels of albumin and CRP, and number of lobes. The gene discussed is ALB; the disease is chronic kidney disease.