These results are consistent with prior research, which has shown that elevated levels of BCAAs, isoleucine, and valine, specifically, are predictive of GDM and type 2 diabetes mellitus due to their contribution to impaired insulin signaling and pancreatic β-cell dysfunction [29,30,31,32]. This evidence concerns the gene INS and diabetes mellitus.