Mutanome
Mutanome maps somatic mutations from 10,800 tumor exomes in The Cancer Genome Atlas (TCGA) onto structure-resolved protein-protein interaction interfaces and functional sites to link genomic alterations with protein interaction perturbations and associated clinical and drug-response data.
Key Features:
- Extensive Mutation Database: Contains 490,245 mutations derived from over 10,800 tumor exomes across 33 cancer types from TCGA.
- Interaction Mapping: Maps mutations to 94,563 structure-resolved or predicted protein-protein interaction interfaces ("edgetic") and 311,022 functional sites ("nodetic"), including ligand–protein binding sites and eight types of protein posttranslational modifications.
- Clinical Correlations: Integrates survival outcomes for 8,884 cases and links 1,271,132 drug-response records to the mapped interactions.
Scientific Applications:
- Precision Medicine: Links genetic alterations to phenotypic effects and clinical outcomes to support interpretation of patient-specific variants in oncology.
- Drug Discovery and Repurposing: Uses integrated drug-response data and mutation–interaction mappings to identify actionable targets for therapeutic development or repurposing.
- Molecular Mechanism Research: Provides mapped mutation impacts on protein interactions and functional sites for studies of cancer progression and treatment response mechanisms.
Methodology:
Integrates genomic data with protein interaction networks and maps mutations to edgetic and nodetic interactions to characterize how mutations perturb biological pathways.
Topics
Details
- License:
- MIT
- Tool Type:
- web application
- Programming Languages:
- Python
- Added:
- 3/19/2021
- Last Updated:
- 4/11/2021
Operations
Publications
Zhou Y, Zhao J, Fang J, Martin W, Li L, Nussinov R, Chan TA, Eng C, Cheng F. My personal mutanome: a computational genomic medicine platform for searching network perturbing alleles linking genotype to phenotype. Genome Biology. 2021;22(1). doi:10.1186/s13059-021-02269-3. PMID:33514395. PMCID:PMC7845113.