Huang et al. constructed a correlation network of 27 biomarkers for type 2 diabetes using dataset from a case control study and revealed early perturbations of biomarker correlation structure years before clinical diagnosis of diabetes and the central role of leptin system in mid and late stages of diabetes [35]. Here, LEP is linked to type 2 diabetes mellitus.