When analyzing the correlations between CA125 levels and other laboratory parameters in heart failure patients, including both AHF and CHF, CA125 demonstrated a moderate positive correlation with NT-proBNP (r = 0.59), whereas its correlation with creatinine was weak (r = 0.22), indicating a minimal association. This evidence concerns the gene NPPB and heart failure.