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CancerResource--updated database of cancer-relevant proteins, mutations and interacting drugs
Bjoern-Oliver Gohlke1, Janette Nickel1, Raik Otto2
1Charité - University Medicine Berlin, Structural Bioinformatics Group, Institute of Physiology & Experimental Clinical Research Center, Berlin 13125, Germany German Cancer Consortium (DKTK), German Cancer Research Center (DKFZ), Heidelberg 69120, Germany.
Abstract:
Here, we present an updated version of CancerResource, freely available without registration at http://bioinformatics.charite.de/care. With upcoming information on target expression and mutations in patients' tumors, the need for systems supporting decisions on individual therapy is growing. This knowledge is based on numerous, experimentally validated drug-target interactions and supporting analyses such as measuring changes in gene expression using microarrays and HTS-efforts on cell lines. To enable a better overview about similar drug-target data and supporting information, a series of novel information connections are established and made available as described in the following. CancerResource contains about 91,000 drug-target relations, more than 2000 cancer cell lines and drug sensitivity data for about 50,000 drugs. CancerResource enables the capability of uploading external expression and mutation data and comparing them to the database's cell lines. Target genes and compounds are projected onto cancer-related pathways to get a better overview about how drug-target interactions benefit the treatment of cancer. Features like cellular fingerprints comprising of mutations, expression values and drug-sensitivity data can promote the understanding of genotype to drug sensitivity associations. Ultimately, these profiles can also be used to determine the most effective drug treatment for a cancer cell line most similar to a patient's tumor cells.
Insights
CancerResource is an updated database linking drugs to cancer targets and cell line sensitivity. It aids personalized cancer therapy by comparing patient data to cell line profiles for effective treatment selection.
Area of Science:
- Bioinformatics
- Genomics
- Pharmacology
Background:
- The growing need for personalized cancer therapy necessitates systems integrating drug-target interactions, gene expression, and mutation data.
- Existing knowledge bases require enhanced connections for a comprehensive overview of drug-target relationships and supporting evidence.
Purpose of the Study:
- To present an updated version of CancerResource, a freely accessible database for cancer drug discovery and personalized medicine.
- To establish novel information connections for a better overview of drug-target data and supporting analyses.
Main Methods:
- The CancerResource database was updated with approximately 91,000 drug-target relations, over 2,000 cancer cell lines, and drug sensitivity data for 50,000 drugs.
- Implemented capabilities for uploading and comparing external gene expression and mutation data against the database's cell lines.
- Integrated target genes and compounds onto cancer-related pathways and developed cellular fingerprints (mutations, expression, drug sensitivity).
Main Results:
- The updated CancerResource provides extensive data on drug-target interactions, cancer cell lines, and drug sensitivity.
- The system allows for direct comparison of patient-derived expression and mutation data with curated cell line data.
- Pathway analysis and cellular fingerprinting facilitate understanding of genotype-drug sensitivity associations.
Conclusions:
- CancerResource serves as a valuable resource for researchers and clinicians in cancer drug discovery and personalized therapy.
- The database facilitates the identification of optimal drug treatments by matching patient tumor profiles to the most similar cell line profiles.
- Enhanced data integration and analysis tools in CancerResource support informed decisions for individual cancer treatment strategies.
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