Package: sigminer Title: Extract, Analyze and Visualize Mutational Signatures for Genomic Variations Version: 2.3.2.9000 Authors@R: c( person("Shixiang", "Wang", , "w_shixiang@163.com", role = c("aut", "cre"), comment = c(ORCID = "0000-0001-9855-7357")), person("Ziyu", "Tao", , "taozy@shanghaitech.edu.cn", role = "aut", comment = c(ORCID = "0000-0003-3272-1227")), person("Huimin", "Li", , "lihm@shanghaitech.edu.cn", role = "aut", comment = c(ORCID = "0000-0003-1683-9057")), person("Tao", "Wu", , "wutao2@shanghaitech.edu.cn", role = "aut", comment = c(ORCID = "0000-0002-8999-9628")), person("Xue-Song", "Liu", role = c("aut", "ctb"), comment = c(ORCID = "0000-0002-7736-0077")), person("Anand", "Mayakonda", role = "ctb") ) Description: Genomic alterations including single nucleotide substitution, copy number alteration, etc. are the major force for cancer initialization and development. Due to the specificity of molecular lesions caused by genomic alterations, we can generate characteristic alteration spectra, called 'signature' (Wang, Shixiang, et al. (2021) & Alexandrov, Ludmil B., et al. (2020) & Steele Christopher D., et al. (2022) ). This package helps users to extract, analyze and visualize signatures from genomic alteration records, thus providing new insight into cancer study. License: MIT + file LICENSE URL: https://github.com/ShixiangWang/sigminer, https://shixiangwang.github.io/sigminer/, https://shixiangwang.github.io/sigminer-book/ BugReports: https://github.com/ShixiangWang/sigminer/issues Depends: R (>= 3.5) Imports: cli (>= 2.0.0), cowplot, data.table, dplyr, furrr (>= 0.2.0), future, ggplot2 (>= 3.3.0), ggpubr, maftools, magrittr, methods, NMF, parallelly, purrr, Rcpp, rlang (>= 0.1.2), stats, tidyr Suggests: Biobase, Biostrings, BSgenome, BSgenome.Hsapiens.UCSC.hg19, circlize, cluster, covr, digest, GenomicRanges, GenSA, ggalluvial, ggcorrplot, ggfittext, ggplotify, ggrepel, IRanges, knitr, lpSolve, markdown, matrixStats, nnls, parallel, patchwork, pheatmap, quadprog, R.utils, RColorBrewer, reticulate, rmarkdown, roxygen2, scales, synchronicity, testthat (>= 3.0.0), tibble, UCSCXenaTools LinkingTo: Rcpp VignetteBuilder: knitr biocViews: Encoding: UTF-8 LazyData: true Roxygen: list(markdown = TRUE, roclets = c("collate", "namespace", "rd", "roxytest::testthat_roclet")) RoxygenNote: 7.3.2 Config/testthat/edition: 3 Config/pak/sysreqs: cmake make libbz2-dev libicu-dev liblzma-dev xz-utils zlib1g-dev Repository: https://shixiangwang.r-universe.dev Date/Publication: 2025-12-25 15:31:42 UTC RemoteUrl: https://github.com/ShixiangWang/sigminer RemoteRef: HEAD RemoteSha: 94be27b1714c1e3cc71e453334dff664646d64bd NeedsCompilation: yes Packaged: 2026-06-24 02:56:39 UTC; root Author: Shixiang Wang [aut, cre] (ORCID: ), Ziyu Tao [aut] (ORCID: ), Huimin Li [aut] (ORCID: ), Tao Wu [aut] (ORCID: ), Xue-Song Liu [aut, ctb] (ORCID: ), Anand Mayakonda [ctb] Maintainer: Shixiang Wang