Our study shows LL/2-tdTomato/Luc-tumor bearing mice have a smaller tumor size, a higher level of TILs, and lower levels of G-CSF and MDSCs in blood in comparison to LL/2-tumor bearing mice. Here, CSF3 is linked to neoplasm.