INS and obesity due to melanocortin 4 receptor deficiency: For instance, a higher abundance of Lachnospiraceae has been associated with improved body weight and insulin sensitivity due to a higher production of butyrate and propionate [32,33], while others suggested a higher abundance is linked to obesity most likely due to higher acetate production [34,35].