Younger ages, heart failure symptoms such as respiratory problems and stomachaches at admission, low LVEFs observed by echocardiography, long T2 relaxation periods in cardiac MRIs, high NT-proBNP levels, high WBC and ANC values, and high NLR, SII, and SIRI values were associated with adverse outcomes. This evidence concerns the gene NPPB and heart failure.