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. 2025 Feb 1;27(6):1458–1473. doi: 10.1093/neuonc/noaf026

Table 1.

Glioblastoma Datasets Used in This Article

Data type Dataset Accession(s) Samples (used in this study) Platform Reference
Bulk Stead EGAD00001009806 (https://ega-archive.org/datasets/EGAD00001009806) 64 bulk tumor samples from 32 matched primary and recurrent pairs Illumina NGS paired-end stranded total RNA Tanner et al6
Additional stead Unpublished and available from the corresponding author via data access agreement 42 bulk tumor samples from 21 matched primary and recurrent pairs Illumina NGS paired-end stranded total RNA Unpublished
GLASS The GLASS Consortium (https://www.synapse.org/#!Synapse:syn31121291) 46 bulk tumor samples from 23 matched primary and recurrent pairs Illumina HiSeq 4000 stranded paired-end mRNA Varn et al26
Nam EGAD00001001424 (https://ega-archive.org/datasets/EGAD00001001424) 70 bulk tumor samples from 35 matched primary and recurrent pairs Illumina HiSeq 2000 unstranded paired-end mRNA Kim et al21
Kim PRJNA580196 (https://www.ncbi.nlm.nih.gov/bioproject/?term=PRJNA580196) 26 bulk tumor samples from 13 matched primary and recurrent pairs Illumina NextSeq 500 paired-end stranded total RNA Kim et al24
DFKZ EGAD00001004564 (https://ega-archive.org/datasets/EGAD00001004564) 32 bulk tumor samples from 16 matched primary and recurrent pairs Illumina HiSeq 2000 paired-end stranded total RNA Körber et al23
Rabadan EGAD00001002143 (https://ega-archive.org/datasets/EGAD00001002143) 16 bulk tumor samples from 8 matched primary and recurrent pairs Illumina TruSeq stranded paired-end total (14), mRNA (2) Wang et al22
Diaz EGAS00001004524 (https://ega-archive.org/studies/EGAS00001004524) 8 bulk tumor samples from 4 matched primary and recurrent pairs Illumina NovaSeq paired-end unstranded mRNA Wang et al25
EORTC EGAD00001007860 (https://ega-archive.org/datasets/EGAD00001007860) 260 bulk tumor samples from 130 matched primary and recurrent pairs Illumina NovaSeq stranded paired-end total RNA Hoogstrate et al27
TCGA TCGAbiolinks R package28 144 bulk tumor samples Illumina HiSeq 4000 stranded paired-end mRNA Ceccarelli et al29
CGGA http://www.cgga.org.cn/download.jsp 109 bulk tumor samples Illumina HiSeq 2000, 2500, or 4000 paired-end total RNA Zhao et al31
Single-cell Wang GSE174554 (https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE174554) 245 952 single-nuclei from 57 samples including 22 matched primary and recurrent pairs 10X Genomics, Illumina NovaSeq 6000 Wang et al11
Neftel GSE131928 (https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE131928) 16 201 single-cells from 9 patients 10X Genomics Chromium 3’ single-cell Neftel et al5
GBmap https://cellxgene.cziscience.com/collections/999f2a15-3d7e-440b-96ae-2c806799c08c 890892 single-cells and 244 785 single-nuclei from 240 patients across 26 studies Various Ruiz-Moreno et al32