In the resulting GBM (grade IV) network inferred, the most influential genes, COL4A1, EGFR, BTF3, MPP2, RAB31, CDK4, CD99, ANXA2, TOP2A, and SERBP1, were able to accurately predict non-tumor and tumor cases [147]. The gene discussed is EGFR; the disease is neoplasm.