Key biomarkers such as MGMT promoter methylation, IDH1/2 mutations, EGFR amplification, and TERT promoter mutations, etc., are examined for their roles in prognosis, therapeutic response, and tumor classification. This evidence concerns the gene IDH1 and neoplasm.