Moreover, Akkermansia, in particular, has been highlighted for its role in obesity modulation through probiotic supplementation, improving inflammation, preventing metabolic disorders, and enhancing insulin sensitivity and glucose homeostasis (Abuqwider et al., 2021; Costantini et al., 2017). Here, INS is linked to metabolic disease.