Future work should integrate multi-omics profiling, spatial metabolism, and epigenetic analysis to delineate lactate-responsive pathways, clarify the contribution of Kla to T-cell exhaustion, and identify subtype-specific vulnerabilities in IDH-wild-type gliomas. The gene discussed is IDH1; the disease is glioma.