Regarding the evolution towards preeclampsia, the only selected article that showed a statistically significant difference was Ainuddin et al.'s.(18) The study indicated a lower risk of developing pre-eclampsia in patients undergoing metformin therapy compared to those using insulin. Here, INS is linked to preeclampsia.