TMEM18 and obesity due to melanocortin 4 receptor deficiency: In order to simplify the subsequent modeling and calculation process of the SA-BP neural network, the TMEM18 index is identified as a strong correlation index for patient obesity and the functions of the TMEM18 gene are similar between the same or similar diseases.