This shows that the number of hospitalizations, age, glomerular filtration rate, BNP, diastolic blood pressure, systolic blood pressure, NYHA cardiac function classification, serum uric acid, low-density lipoprotein cholesterol, BMI, lymphocyte absolute value, total cholesterol, hemoglobin, serum urea, absolute neutrophil value, blood sodium, LVEF, white blood cells, triglycerides, and serum albumin were associated with a higher predicted probability of CHF-related mortality. This evidence concerns the gene NPPB and congestive heart failure.