The meta-analysis results (Table 2) showed that the PGRMC1 were significant across diabetes studies, presenting six out of 13 studies with the U-score ≤ 0.05, and the IRS1 gene was significant in four studies of insulin response (i.e., U-score ≤ 0.05). Here, INS is linked to diabetes mellitus.