A reduced linear model incorporating only these seven cytokines captured most of the variation and effectively modeled tumor growth inhibition (R2 = 0.77) upon treatment with SNS-101 and anti-PD-1 (Fig. 7d). Here, PDCD1 is linked to neoplasm.