Consequently, a case–control study found reduced relative abundance of Clostridiales, Akkermansia muciniphila, and Clostridum in individuals with prediabetes, which exhibited a negative correlation between these taxa and fasting plasma levels of glucose, insulin, C-peptide, HOMA-IR, BMI, and waist circumference (122). This evidence concerns the gene INS and prediabetes syndrome.