Moreover, FGF21/adiponectin ratio independently predicted new-onset diabetes in subjects with prediabetes (OR 1.367 [95% CI 1.130–1.654], p = 0.001) (Fig. 1), no matter in males and females (Additional file 1: Table S5). Here, FGF21 is linked to diabetes mellitus.