Strikingly, we obtained very good prediction results (PCC r = 0.76) by using the optimization parameters of the SOX5/SOX10 model learned on the NCI-60 data for the prediction of MITF levels of the independent melanoma data set (33 melanoma samples). The gene discussed is MITF; the disease is melanoma.