Package: sigminer Title: Extract, Analyze and Visualize Mutational Signatures for Genomic Variations Version: 2.4.0 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, doParallel, 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: 7.3.3 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: 2026-10-20 08:27:23 UTC RemoteUrl: https://github.com/ShixiangWang/sigminer RemoteRef: HEAD RemoteSha: 63ad31682ec9c84979c979a25e35f1926c572a5a NeedsCompilation: yes Packaged: 2026-10-20 10:39:15 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