This approach revealed that patients with lower levels of VITD and obesity class II or III tend to present a distinct profile hallmarked by higher values of HbA1c, FPG, Cholesterol, LDL, triglycerides, TSH, insulin and HOMA-IR. The gene discussed is INS; the disease is Obesity.