Subgroup analyses were conducted in study cohort 1 to further validate the relationship between TYG index and elevated NT-proBNP across diverse populations stratified by gender, age, BMI, eGFR, hypertension, diabetes, and medications use. Here, NPPB is linked to hypertensive disorder.