Among the tested biomarkers, GDF15, a stress-induced cytokine, has been extensively investigated in age-related diseases (ARDs) and T2D due to its upregulation in response to cellular stress, aging, and metformin administration [30–32]. This evidence concerns the gene GDF15 and type 2 diabetes mellitus.