Despite these limitations, our findings suggest that the severity of obesity appears to be linked to elevated GDF15 and possibly relevant to structural, metabolic or inflammatory remodeling and adaptions pertinent to conditions such as HFpEF, given our clinical population and coordinate NTpro-BNP findings. This evidence concerns the gene NPPB and obesity disorder.