In another study, proteomic analysis identified haptoglobin as a candidate biomarker for predicting early decline in renal function, and the ratio of haptoglobin to creatinine has the ability to predict renal function in diabetic patients who have not yet exhibited significant renal disease (Bhensdadia et al., 2013). This evidence concerns the gene HP and kidney disorder.