Ivy Glioblastoma Atlas project
This is the online help for the Ivy Glioblastoma Atlas Project web application.
The Ivy Glioblastoma Atlas Project is a foundational resource for exploring the anatomic and genetic basis of glioblastoma at the cellular and molecular levels. . The project is organized into six studies that were designed to identify genes enriched in glioblastoma, three of those studies were based on the anatomic structures or features of glioblastoma and three were focused on putative cancer stem cells.
IVY Studies
Color Key |
Study |
Description |
|---|---|---|
|
Anatomic Structures ISH Survey |
Primary screen of 8 tumors with probes for 343 genes enriched in glioblastoma |
|
Anatomic Structures RNA-Seq |
Screen of 5 structures (Leading Edge, Infiltrating Tumor, Cellular Tumor, Microvascular Proliferation, and Pseudopalisading Cells Around Necrosis) identified by H&E staining. A total of 122 RNA samples were generated from 10 tumors. |
|
Anatomic Structures ISH for Enriched Genes |
Subsequent screen of 29 tumors with probes for 37 genes enriched in glioblastoma structures identified in Anatomic Structures RNA-Seq Study |
|
Cancer Stem Cells ISH Survey |
Primary screen of 16 tumors with probes for 55 genes enriched in putative cancer stem cells, resulting in a 20 probe reference set, which was then used in an extensive screen of 42 tumors |
|
Cancer Stem Cells RNA-Seq |
Screen of 35 clusters of putative cancer stem cells identified by ISH with a 17 reference probe subset (validated in the Cancer Stem Cells ISH Survey). A total of 148 RNA samples were generated from 34 tumors |
|
Cancer Stem Cells ISH for Enriched Genes |
Subsequent screen of 37 tumors with probes for 76 genes enriched in clusters of putative cancer stem cells identified in the Cancer Stem Cells RNA-Seq Study |
DATA SETS:
The 6 studies generated several data modalities:
In Situ Hybridization (ISH) Image Data:
- ISH images (22,000) acquired with 20x objective for 0.50μm/pixel resolution of 15K x 18K pixel images
- H&E images (11,500) acquired with 20x objective for 0.50μm/pixel resolution of 15K x 18K pixel images
- Annotated anatomic structures in H&E images (11,500)
- Nuclear counts for anatomic structures in H&E images (11,500 data sets)
RNA-Sequencing Data: from anatomic structures and putative cancer stem cell clusters
- RNA-Seq (270 laser microdissection samples) with depth of 15 million mapped reads
- RNA-Seq (27 bulk tumor samples) with 100-150 million mapped reads
Genomic and Epigenomic Data
- Affymetrix SNP array 6.0
- Fusion genes
- Mutations: EGFR amplification, EGFRvIII deletion, PTEN deletion, IDH1 point mutation
- MGMT methylation status
Clinical Data
- De-identified clinical data for 41 patients including age, gender, initial KPS, neurosurgery (resection number), hemisphere, chemotherapy, radiation therapy, recurrence by 6 months, and multifocality
- MRI anonymized scans (42)
- Resected tumor images (42) with tissue block subdivisions and orientation of tumor in brain
Related Resources
Ivy GAP Clinical and Genomic Database: Partner database with additional clinical, genomic, and transcriptomic data for Ivy GAP.
The Cancer Genome Atlas (TCGA): NIH-funded initiative for genomic mapping of cancers, including glioblastoma.