NPPB and chronic kidney disease: Compared with CKD stage 1-2 patients, CKD stage 3-5 patients were significantly older, had a lower proportion of severe COVID-19, higher NT-proBNP and uric acid, and lower hemoglobin and bilirubin (Table 1).