Cav-3 captures a mechanistically distinct signal that enhances prediction when paired with NT-proBNP and relates to adverse remodeling, aligning with multi-marker HF strategies emphasized in recent PubMed-indexed reviews. This evidence concerns the gene NPPB and hydrops fetalis.