Comparative analysis of cellular communication between high-grade and low-grade IDH-mutant astrocytoma revealed significantly enhanced interaction frequency (Fig. 6E) and intensity (Fig. 6F) in high-grade astrocytoma. Here, IDH1 is linked to astrocytoma (excluding glioblastoma).