On the other hand, this study also demonstrated the significance of the pre-treatment levels of other cytokines such as G-CSF with RILF2 in NSCLC patients though they were not into the SVM model achieved by the machine learning algorithm. The gene discussed is CSF3; the disease is non-small cell lung carcinoma.