TNF and obesity due to melanocortin 4 receptor deficiency: Finally, in order to demonstrate that the proposed model does the absence of over-prediction problems, we additionally selected a response for analysis, i.e., tumor necrosis factor-alpha (TNF-α), which is not directly related to obesity.