We confirmed previous findings [14], suggesting that smoking, obesity, hs-CRP, etc. are strongly correlated with GDF-15 levels, and these are factors that also have been associated with CKD [28–30]. This evidence concerns the gene GDF15 and obesity due to melanocortin 4 receptor deficiency.