GAA had the highest weight (Supplementary File S3C), was the only metabolite with similar differential expression between glioblastomas and IDH-wt lower-grade astrocytomas both in frozen samples and in FFPE samples (Figure 3) and was the only metabolite that could be validated by MS and MS/MS analysis. This evidence concerns the gene IDH1 and astrocytoma (excluding glioblastoma).