Package: RiskyCNV 0.1.0
RiskyCNV: Risk Analysis of Genomic Copy Number Variation
Provides a complete seven-step workflow for copy number variation (CNV) analysis applicable to any disease or condition where samples with genomic copy number data is available. Supports built-in grading and risk stratification presets for seven major cancers (viz. prostate, breast, colorectal, lung, cervical, lymphoma, melanoma) based on clinically validated systems including ISUP Grade Groups, Nottingham Grading System, Dukes staging, IASLC TNM, FIGO, Ann Arbor/Lugano classification, and Breslow depth. Generalizable to other disease types. An automatic mode derives a normalised Risk Score from the data using min-max normalisation and adaptive binning. Custom user-defined thresholds are supported for any other disease type. Downstream functions for CNV aberration detection, recurrence analysis, gene annotation, CNV matrix generation, and CNV-RNA expression correlation are disease-type agnostic.
Authors:
RiskyCNV_0.1.0.tar.gz
RiskyCNV_0.1.0.zip(r-4.7)RiskyCNV_0.1.0.zip(r-4.6)RiskyCNV_0.1.0.zip(r-4.5)
RiskyCNV_0.1.0.tgz(r-4.6-any)RiskyCNV_0.1.0.tgz(r-4.5-any)
RiskyCNV_0.1.0.tar.gz(r-4.7-any)RiskyCNV_0.1.0.tar.gz(r-4.6-any)
RiskyCNV_0.1.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
RiskyCNV/json (API)
| # Install 'RiskyCNV' in R: |
| install.packages('RiskyCNV', repos = c('https://apalania-lab.r-universe.dev', 'https://cloud.r-project.org')) |
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
copynumbervariationgenomicvariationrnaseq
Last updated from:35b5ea4dbc. Checks:9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | OK | 159 | ||
| source / vignettes | OK | 169 | ||
| linux-release-x86_64 | OK | 160 | ||
| macos-release-arm64 | OK | 178 | ||
| macos-oldrel-arm64 | OK | 159 | ||
| windows-devel | OK | 126 | ||
| windows-release | OK | 112 | ||
| windows-oldrel | OK | 113 | ||
| wasm-release | OK | 107 |
Exports:aberrationannotateclassify_riskcorrelate_with_exprcreate_CNVMatrixextract_metadatarecurrent
Dependencies:BiocGenericsclicpp11dplyrgenericsGenomicRangesglueIRangeslifecyclemagrittrpillarpkgconfigpurrrR6rlangS4VectorsSeqinfostringistringrtibbletidyrtidyselectutf8vctrswithr
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Detect Copy Number Aberrations (Gains and Losses) | aberration |
| Annotate CNV Regions with Gene Symbols | annotate |
| Classify Samples into Risk Categories | classify_risk |
| Correlate CNV Profiles with Gene Expression Data | correlate_with_expr |
| Create a CNV Expression Matrix | create_CNVMatrix |
| Extract Sample Metadata and Classify into Grade or Stage Groups | extract_metadata |
| Identify Recurrent Copy Number Variations by Risk Group | recurrent |
| RiskyCNV: A General-Purpose CNV Analysis Workflow for Disease Risk Stratification | RiskyCNV-package RiskyCNV |
