GCOD - GeneChip Oncology Database

Background: DNA microarrays have become a nearly ubiquitous tool for the study of human disease, and nowhere is this more true than in cancer. With hundreds of studies and thousands of expression profiles representing the majority of human cancers completed and in public databases, the challenge has been effectively accessing and using this wealth of data. Description: To address this issue we have collected published human cancer gene expression datasets generated on the Affymetrix GeneChip platform, and carefully annotated those studies with a focus on providing accurate sample annotation. To facilitate comparison between datasets, we implemented a consistent data normalization and transformation protocol and then applied stringent quality control procedures to flag low-quality assays. Conclusion: The resulting resource, the GeneChip Oncology Database, is available through a publicly accessible website that provides several query options and analytical tools through an intuitive int...

• Type: Journal
• Year: 2011
• Where: BMCBI
• Authors: Fenglong Liu, Joseph White, Corina Antonescu, John Quackenbush
• Keywords: Affymetrix GeneChip Platform, Artificial Intelligence, BMCBI 2011, Gene Expression, Human Cancers