BMI, morbid obesity, atrial fibrillation, renal disease, heart failure, hypertension, hypothyroidism, CCI, BNP, BUN, D-dimer, CTR assessed on the first day of hospitalization, and PaCO2 measured before discharge were significantly higher in females. This evidence concerns the gene NPPB and morbid obesity.