NPPB and diabetes mellitus: However, the ROC curve showed that AUC of model composed of age, sex, NYHA, diabetes, log BNP and chloride was 0.612; After adding sodium, AUC increased slightly and not significantly to 0.620 (p = 0.132, Supplementary Figure S3).