
cBioPortal for Cancer Genomics
The cBioPortal for Cancer Genomics is a resource designed to provide broad community access to cancer genomic data. It provides a unique user-friendly and "biology-centric computational user interface", with the goal of making genomic data more easily accessible to translational scientists, biologists, and clinicians. The interface was explicitly built and continues to evolve with careful usability studies involving multiple biological and clinical users, and an active and engaged user base. The public instance of cBioPortal (https://cbioportal.org/) is one of the most popular online resources for cancer genomics data and attracts more than 3,000 unique visitors (cancer researchers and clinicians) per day. The three papers documenting the cBioPortal: Cerami et al. Cancer Discov. 2012; Gao et al. Sci. Signal. 2013; and de Bruijn et al. Cancer Res. 2023; have been cited more than 16,000, 17,000, and 800 times, respectively. There are more than 100 actively used cBioPortal instances in hospitals, universities, pharmaceutical companies, and other institutes around the globe. We are a group of software engineers, bioinformaticians, and cancer biologists building software solutions for precision medicine for cancer patients. Our overall goal is to build infrastructure to support clinical decisions for personalized cancer treatment by utilizing “big data” of cancer genomics and patient clinical profiles. Our multi-institutional team currently has more than 30 active members, primarily from Memorial Sloan Kettering Cancer Center, the Dana-Farber Cancer Institute, Princess Margaret Cancer Centre, Children's Hospital of Philadelphia, and The Hyve, a bioinformatics company from the Netherlands.
GSoC Participation History
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Automated Clinical Metadata Harmonization Dashboard
cBioPortal hosts 400+ cancer genomics studies whose clinical metadata is wildly heterogeneous — treatment fields alone have 24+ variants. The...
AI-Assisted Curation Assistant Tool for cBioPortal
This project aims to extend the existing cBioAbstractor prototype into a schema-driven formatting pipeline that assists curators in transforming...
Enhance Similarity Maps (Embeddings) Visualization
cBioPortal introduced Similarity Maps, a feature that visualizes UMAP/PCA embeddings of cancer samples, allowing researchers to discover hidden...
MCP Apps: Interactive Genomic Visualisations for AI Clients
This proposal outlines a plan to extend the cBioPortal MCP server with interactive genomic visualisation applications via MCP Apps that allow AI...
Enhance 3D Protein Structure Viewer in cBioPortal using AlphaFold Data
This project enhances the 3D protein structure viewer in cBioPortal by integrating AlphaFold predicted structures alongside experimentally determined...
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