Our analysis suggests that, of the three immune checkpoints considered, PDCD1/CD274 is the least important determinant of the exhausted CTL state; however, our model remains compatible with PDCD1/CD274 playing a role in CTL exhaustion at early time points after CTL infiltration of the tumor. The gene discussed is CD274; the disease is neoplasm.