Secondly, besides the gene mutation, the extrachromosomal DNA (such as EGFR amplification, Fig. 3D) and chromosome structure (such as chromosome 7 gain with 10 loss, Fig. 3E) are associated with higher AUP1 in IDH wildtype astrocytoma. Here, AUP1 is linked to astrocytoma (excluding glioblastoma).