These results strongly indicate that leukocyte count, neutrophil count, neutrophil-to-lymphocyte ratio or tumor G-CSF expression, which can be easily assessed by peripheral blood cell count or immunohistochemistry, can be used as a biomarker to predict the sensitivity of MDSC-targeting treatments. Here, CSF3 is linked to neoplasm.