It is worth noting that several genome wide association studies have searched for chromosomal regions linked or associated with renal function phenotypes in T2DM patients, such as DKD, eGFR or creatinine/albumin ration [52,53,54,55,56,57,58,59,60,61]. The gene discussed is ALB; the disease is diabetic kidney disease.