Skip to content

ssMutPA

Single-Sample Mutation-Based Pathway Analysis

v0.1.2 · Oct 15, 2024 · GPL (>= 2)

Description

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.

Downloads

171

Last 30 days

23342nd

488

Last 90 days

1.8K

Last year

Trend: -5.5% (30d vs prior 30d)

CRAN Check Status

14 OK
Show all 14 flavors
Flavor Status
r-devel-linux-x86_64-debian-clang OK
r-devel-linux-x86_64-debian-gcc OK
r-devel-linux-x86_64-fedora-clang OK
r-devel-linux-x86_64-fedora-gcc OK
r-devel-macos-arm64 OK
r-devel-windows-x86_64 OK
r-oldrel-macos-arm64 OK
r-oldrel-macos-x86_64 OK
r-oldrel-windows-x86_64 OK
r-patched-linux-x86_64 OK
r-release-linux-x86_64 OK
r-release-macos-arm64 OK
r-release-macos-x86_64 OK
r-release-windows-x86_64 OK

Check History

OK 14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026

Dependency Network

Dependencies Reverse dependencies ggplot2 ggridges igraph kernlab maftools Matrix NbClust pheatmap RColorBrewer survival ssMutPA

Version History

new 0.1.2 Mar 10, 2026
updated 0.1.2 ← 0.1.1 diff Oct 15, 2024
updated 0.1.1 ← 0.1.0 diff Oct 9, 2024
new 0.1.0 Apr 15, 2024