To explore possible non-linearity of associations of ∑DEHP with IR indices, a penalized regression spline of phthalate metabolites on glucose, insulin, and HOMA indices was evaluated in participants with a history of DM and in females. This evidence concerns the gene INS and diabetes mellitus.