Notably, Delgoffe et al. switched from using the B16 melanoma cell line to induce exhaustion in T cells and used anti-CD3/CD28 beads instead, arguing that this avoided the confounding effects of other signals produced by tumour cells under hypoxic stress. The gene discussed is CD28; the disease is melanoma.