Package: ssMutPA Type: Package Title: Single-Sample Mutation-Based Pathway Analysis Version: 0.1.1 Authors@R: c(person(given = "Junwei", family = "Han", email = "hanjunwei1981@163.com", role = c("aut", "cre", "cph")), person(given = "Yalan", family = "He", role = "aut"), person(given = "Qian", family = "Wang", role = "aut")) 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. License: GPL (>= 2) Encoding: UTF-8 LazyData: true RoxygenNote: 7.3.1 Imports: ggplot2, ggridges, grDevices, igraph, kernlab, maftools, Matrix, NbClust, parallel, pheatmap, RColorBrewer, stats, survival, utils Suggests: knitr, qpdf, rmarkdown Depends: R (>= 4.0.0) VignetteBuilder: knitr Config/pak/sysreqs: libglpk-dev libbz2-dev liblzma-dev libxml2-dev xz-utils zlib1g-dev Repository: https://hanjunwei-lab.r-universe.dev Date/Publication: 2024-10-16 11:53:57 UTC RemoteUrl: https://github.com/hanjunwei-lab/ssmutpa RemoteRef: HEAD RemoteSha: 9aecd48dd6cdce7a24ad07b8a44978f9275d34df NeedsCompilation: no Packaged: 2026-06-08 09:15:46 UTC; root Author: Junwei Han [aut, cre, cph], Yalan He [aut], Qian Wang [aut] Maintainer: Junwei Han