GDF15 and diabetes mellitus: Indeed, evidence from PIVUS study (Lind et al., 2009) showed that high GDF15 was associated with higher prevalence of CV disease independent of traditional CV risk factors such as male gender, BMI, waist circumference, diabetes, fasting glucose, triglycerides, and low HDL.