Consistent with the immune signatures, the ratios of immune-stimulatory/immunosuppressive (CD8+/CD4+ regulatory T cells and M1/M2 macrophages) were the highest in immunity-high and the lowest in immunity-low, suggesting that immunity-high and immunity-low have the strongest and weakest anti-tumor immune responses, respectively. This evidence concerns the gene CD4 and neoplasm.