Short-term dietary reduction of BCAAs in individuals with T2DM led to decreased insulin secretion, increased postprandial insulin sensitivity, enhanced mitochondrial efficiency in adipose tissue, and altered gut microbiome composition favoring Bacteroidetes. Here, INS is linked to type 2 diabetes mellitus.