Abdominal obesity, hyperleptinemia, elevated high-sensitivity C-reactive protein (hsCRP) and N-terminal pro-brain natriuretic peptide (NT-proBNP) levels, and elevated heart rate were more common in female participants. The gene discussed is NPPB; the disease is Abdominal obesity.