In the subsequent analysis, we proceeded to stratify all patients diagnosed with T2DM based on gender, followed by an examination of the relationship between serum BCAA and BCKA levels and various clinical indicators, as presented in Table S3. This evidence concerns the gene ARID4B and type 2 diabetes mellitus.