These results demonstrate that the MC38 CCF1 system is not only a cross-species validation of the predictive value of the reported Cxcl9/Spp1 ratio for ICI anti-tumor response, but also suggests that a TIME propitious for ICI response in our CCF1 system is reflective of the human condition. Here, SPP1 is linked to neoplasm.