This difference in patient characteristics between studies may contribute to the divergent findings, as the presence of AF can significantly influence the range and variability of both NT-proBNP and PALS values, thus impacting the observed degree of correlation, as well as the incidence of HF. This evidence concerns the gene NPPB and atrial fibrillation.