Because TMEPRE is a method that mainly measures characteristics of the tumor microenvironment and different cancer types have shared tumor microenvironment characteristics, in our study, we also used anti-PD1-treated melanoma datasets as a model system to test predictive values of TMEPRE. The gene discussed is PDCD1; the disease is melanoma.