Yet, certain biochemical markers associated with T2DM risk, such as inflammatory biomarkers (hs-CRP and fibrinogen), plasma adiponectin, leptin, albumin, and aldosterone, were infrequently explored in the context of disease prediction. Here, ADIPOQ is linked to type 2 diabetes mellitus.