An RNN based on the LSTM model was developed for predicting upcoming blood glucose levels in T1DM subjects and then integrated with multiple insulin and carbohydrate absorption curves in order to optimize the prediction outcomes [140]. The gene discussed is INS; the disease is type 1 diabetes mellitus.