In the longitudinal data, the AUP1 significantly dropped in the recurrent IDH wildtype astrocytoma, which might result from increased AUP1-cold components, including oligodendrocytes, endothelial cells, and pericytes. The gene discussed is AUP1; the disease is astrocytoma (excluding glioblastoma).