Other researchers have investigated factors associated with HbA1c in type 1 diabetes; however, often focus has been on relatively few factors per study, and study samples have often consisted of both people treated with insulin injections and insulin pumps [14, 39–41]. Here, INS is linked to type 1 diabetes mellitus.