In contrast, gender, educational attainment, the history of chronic renal disease, and fasting plasma glucose exhibited no statistically significant associations with the baseline proinsulin levels and thus were excluded from the stepwise selection process. The gene discussed is INS; the disease is chronic kidney disease.