In addition, we evaluated the correlation between the expression of the top 3 hub genes, STAT3, FOS and TLR4, in the grade 4 glioma tissue and model 1 miRNAs, miR-362-3p and miR-6721-5p, in serum. Here, TLR4 is linked to central nervous system cancer.