ssMutPA
Single-Sample Mutation-Based Pathway Analysis
A systematic bioinformatics tool to perform single-sample mutation-based pathway analysis by integrating somatic mutation data with the Protein-Protein Interaction (PPI) network. In this method, we use local and global weighted strategies to evaluate the effects of network genes from mutations according to the network topology and then calculate the mutation-based pathway enrichment score (ssMutPES) to reflect the accumulated effect of mutations of each pathway. Subsequently, the ssMutPES profiles are used for unsupervised spectral clustering to identify cancer subtypes.
- Version0.1.2
- R version≥ 4.0.0
- LicenseGPL-2
- LicenseGPL-3
- Needs compilation?No
- Last release10/15/2024
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Team
Junwei Han
Yalan He
Show author detailsRolesAuthorQian Wang
Show author detailsRolesAuthor
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- Depends1 package
- Imports14 packages
- Suggests3 packages