This SNP is an intronic variant in the gastric inhibitory polypeptide receptor (GIPR) gene and has previously been identified as associated with several lipid ratio traits and type 2 diabetes at the genome-wide level (Mahajan et al. 2018; Richardson et al. 2022). This evidence concerns the gene GIPR and type 2 diabetes mellitus.