Abstract 1067: The ISB Cancer Gateway in the Cloud (ISB-CGC): access, explore and analyze large-scale cancer data through the Google Cloud

Abstract Rapid growth of cancer data in recent decades has made data discovery and wrangling difficult for the average cancer research lab. Our mission at the ISB Cancer Gateway in the Cloud (ISB-CGC), part of the NCI’s Cancer Research Data Commons ecosystem, is to democratize access to large cancer datasets. Funded by the NCI, we have performed ETL processes on data from GDC and PDC projects such as TCGA, TARGET, and CPTAC. We generated hundreds of publicly available BigQuery tables containing data such as mutations, gene expression, and protein abundance, which enable data analysis in the cloud via SQL. BigQuery analyses are inexpensive and rapid even when scaled to petabyte sized inputs, for example in one analysis 6.6 billion correlations were computed in 2.5 hours with a total cost of about one dollar. These data can also be accessed affordably from Google Cloud VMs where researchers can develop analysis pipelines in Python, R, and workflow languages. We will also highlight recently improved accessibility to the Mitelman Database, added and expanded HTAN single cell data and notebook selections, and updates to our BigQuery Table Search tool. Citation Format: Fabian Seidl, Lauren Hagen, Jacob Wilson, Boris Aguilar, Deena Bleich, Lauren Wolfe, Poojitha Gundluru, Suzanne Paquette, Elaine Lee, Danna Huffman, William Longabaugh, David Pot. The ISB Cancer Gateway in the Cloud (ISB-CGC): access, explore and analyze large-scale cancer data through the Google Cloud [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2025; Part 1 (Regular Abstracts); 2025 Apr 25-30; Chicago, IL. Philadelphia (PA): AACR; Cancer Res 2025;85(8_Suppl_1):Abstract nr 1067.

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Journal
Cancer Research
Published
2025-04-21
DOI
https://doi.org/10.1158/1538-7445.am2025-1067
Primary Topic
Social Media in Health Education
Type
article
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article

Abstract 1067: The ISB Cancer Gateway in the Cloud (ISB-CGC): access, explore and analyze large-scale cancer data through the Google Cloud

Lauren G. Wolfe, William J.R. Longabaugh, Elaine Lee, Suzanne Paquette et al.
Cancer Research
Social Media in Health Education
article

Abstract 1067: The ISB Cancer Gateway in the Cloud (ISB-CGC): access, explore and analyze large-scale cancer data through the Google Cloud

Lauren G. Wolfe, William J.R. Longabaugh, Elaine Lee, Suzanne Paquette, David Pot, Boris Aguilar, Fabian Seidl, Deena Bleich, Poojitha Gundluru, Jacob Wilson, Danna Huffman, Lauren Hagen
article en

Abstract

Abstract Rapid growth of cancer data in recent decades has made data discovery and wrangling difficult for the average cancer research lab. Our mission at the ISB Cancer Gateway in the Cloud (ISB-CGC), part of the NCI’s Cancer Research Data Commons ecosystem, is to democratize access to large cancer datasets. Funded by the NCI, we have performed ETL processes on data from GDC and PDC projects such as TCGA, TARGET, and CPTAC. We generated hundreds of publicly available BigQuery tables containing data such as mutations, gene expression, and protein abundance, which enable data analysis in the cloud via SQL. BigQuery analyses are inexpensive and rapid even when scaled to petabyte sized inputs, for example in one analysis 6.6 billion correlations were computed in 2.5 hours with a total cost of about one dollar. These data can also be accessed affordably from Google Cloud VMs where researchers can develop analysis pipelines in Python, R, and workflow languages. We will also highlight recently improved accessibility to the Mitelman Database, added and expanded HTAN single cell data and notebook selections, and updates to our BigQuery Table Search tool. Citation Format: Fabian Seidl, Lauren Hagen, Jacob Wilson, Boris Aguilar, Deena Bleich, Lauren Wolfe, Poojitha Gundluru, Suzanne Paquette, Elaine Lee, Danna Huffman, William Longabaugh, David Pot. The ISB Cancer Gateway in the Cloud (ISB-CGC): access, explore and analyze large-scale cancer data through the Google Cloud [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2025; Part 1 (Regular Abstracts); 2025 Apr 25-30; Chicago, IL. Philadelphia (PA): AACR; Cancer Res 2025;85(8_Suppl_1):Abstract nr 1067.

Cancer ResearchVol. 85(8_Supplement_1)
Seattle University (US)
Openalex Percentile: Top 89%
Social Media in Health Education
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