After trichotomizing the Ln-TCScrea concentration, except for INS levels, high levels of Ln-TCScrea were more significantly associated with T2DM and glucose metabolism-related indicators (p for trend < 0.05). Here, INS is linked to type 2 diabetes mellitus.