On the other hand, we found that insulin is a significant predictor of serum testosterone (b = 0.07, t (44) = 2.1, p = 0.04, 95% CI [0.003 – 0.13]), and higher insulin levels are associated with higher levels of testosterone in the prediabetes group. Here, INS is linked to prediabetes syndrome.