Univariate logistic regression analyses indicated that age, APACHE II score, AKI, acute heart failure, severe sepsis, mechanical ventilation, overhydration on day 1, high NT-ProBNP on day 1, and overhydration plus high NT-ProBNP on day 1 were potential risk factors for mortality. This evidence concerns the gene NPPB and acute kidney injury.