Recent research has highlighted the complex molecular mechanisms underlying IDH-mutant gliomas, particularly focusing on the role of specific biomarkers. One study demonstrated that the IDH1 p.R132H mutation in acute myeloid leukemia (AML) leads to significant alterations in DNA architecture, specifically through CTCF hypermethylation. This disruption results in the upregulation of PDGFRA, suggesting that IDH mutations can drive oncogenic pathways through epigenetic modifications (ref: Steinhäuser doi.org/10.1038/s41375-022-01751-6/). In gliomas, high expression levels of MELK have been identified as a prognostic biomarker, correlating with poor survival outcomes and significant immune infiltration. Gene set enrichment analysis revealed that MELK expression is associated with various oncogenic pathways, including apoptosis and angiogenesis, indicating its potential as a therapeutic target (ref: Yang doi.org/10.3389/fneur.2022.977180/). Furthermore, RUNX1 and IFNGR2 have been identified as prognostic biomarkers in low-grade gliomas, with their expression levels being significantly reduced in the IDH-mutant subtype. Patients exhibiting high levels of these markers showed increased infiltration of M2 macrophages and poorer prognoses, emphasizing the importance of immune dynamics in tumor progression (ref: Zhang doi.org/10.17305/bjbms.2022.8086/).