Evaluation of the inferred regulatory functions between immune cells relative to the tumour suggested that macrophages exhibit an immunosuppressive phenotype against both CD4<sup>+</sup> and CD8<sup>+</sup> T cells, and that this association scores more highly in ICI refractory patients. The gene discussed is CD8A; the disease is neoplasm.