Based on their investigation, these authors found that shorter duration of DM and non-insulin use were significant predictors of remission, with patients not requiring insulin attaining remission rates of 92% while the rates are only 40% for those who were using insulin. This evidence concerns the gene INS and diabetes mellitus.