Finally, a similar result was obtained when we combined the samples from the training set and the validation set, with 10 astrocytoma samples and 5 NAT samples incorrectly classified among the 130 astrocytoma samples and 60 NAT samples (Fig 1C). Here, BRD2 is linked to astrocytoma (excluding glioblastoma).