IGF-1 levels were positively correlated with both insulin and testosterone levels in women with prediabetes (r = 0.265, p = 0.008; r = 0.435, p < 0.001, respectively) but not in those without prediabetes. The gene discussed is INS; the disease is prediabetes syndrome.