19 In a Finnish study, indoleproprionate was negatively associated with type 2 diabetes.43 Therefore, the positive correlation of indolepropionate with Akkermansia and negative association with GIP levels is consistent with previously published studies. The gene discussed is GIP; the disease is type 2 diabetes mellitus.