The results highlighted that subjects with severe obesity and insulin resistance were characterized by a decrease in the abundance of Bacillota and, in particular, of the Ruminococcaceae family, when compared to obese subjects with normal insulin sensitivity. This evidence concerns the gene INS and obesity due to melanocortin 4 receptor deficiency.