Additionally, NT-proBNP levels were significantly higher in males, indicating greater cardiac stress - a result that aligns with the findings of Alehagen and Dahlström (2009) [20], who observed higher NT-proBNP levels in male patients with severe heart failure. This evidence concerns the gene NPPB and heart failure.