In our cohort, elevated IL-6 levels were associated with NT-proBNP and left ventricular hypertrophy, in agreement with prior studies linking IL-6 to myocardial fibrosis, heart failure progression, and mortality [19,20]. Here, NPPB is linked to Myocardial fibrosis.