The multivariate logistic regression analysis found that the elevated levels of NT-proBNP and FGF21 and decreased levels of LVEF may be independent risk factors for heart failure during hospitalization in STEMI patients (P < 0.05) (Table 4). Here, NPPB is linked to heart failure.