Pearson correlation analysis revealed significant negative correlations between low vitamin D levels and fasting insulin, HOMA-IR, FBS, TC, and TG levels, particularly in obese cases and obese cases with T2DM. Here, INS is linked to type 2 diabetes mellitus.