Still, although deficient insulin secretion was a major impediment for applying HOMA-IR and Matsuda Index to our study population, the findings suggest that adjustments for insulin secretion can potentially provide insights into possible roles for insulin resistance and insulin sensitivity during the development of type 1 diabetes. The gene discussed is INS; the disease is Insulin resistance.