NPPB and heart failure: In the present study, CS was significantly correlated with established cardiac biomarkers such as BNP and sST2, as well as key echocardiographic parameters, including left atrial size and the E/e′ ratio, suggesting its potential clinical utility in the diagnosis and prognostic assessment of heart failure.