Therefore, based on the pathways and mechanistic study findings in murine gliomas, it is of clinical importance to detect prognostic signatures based on DEGs and associated pathways that underlie the effect of CSF-1R inhibition among RT-treated LGG patients to optimize novel therapeutic strategies. The gene discussed is CSF1R; the disease is central nervous system cancer.