Our results confirm findings in previous studies targeting populations with heart diseases and community-based populations, where higher GDF-15 has been independently associated with several clinical risk factors, such as higher age, smoking, diabetes, low physical activity, low eGFR, low LDL cholesterol, and higher hs-CRP (2, 4, 17, 19, 20). This evidence concerns the gene CRP and diabetes mellitus.