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cfDNAPro

cfDNAPro extracts and Visualises biological features from whole genome sequencing data of cell-free DNA

Bioconductor version: 3.24 · Package version: 1.19.0

cfDNA fragments carry important features for building cancer sample classification ML models, such as fragment size, and fragment end motif etc. Analyzing and visualizing fragment size metrics, as well as other biological features in a curated, standardized, scalable, well-documented, and reproducible way might be time intensive. This package intends to resolve these problems and simplify the process. It offers two sets of functions for cfDNA feature characterization and visualization.

Installation

if (!require("BiocManager", quietly = TRUE))
    install.packages("BiocManager")

BiocManager::install("cfDNAPro")

Details

MaintainerHaichao Wang <hw538@cam.ac.uk>
AuthorHaichao Wang [aut, cre], Hui Zhao [ctb], Elkie Chan [ctb], Christopher Smith [ctb], Tomer Kaplan [ctb], Florian Markowetz [ctb], Nitzan Rosenfeld [ctb]
LicenseGPL-3
URLhttps://github.com/hw538/cfDNAPro
Downloads rank493
Source branchdevel
biocViewsSequencing, Software, Visualization, WholeGenome

Documentation

Download

Follow the installation instructions to use this package in your R session.

Source packagecfDNAPro_1.19.0.tar.gz
Windows binary (x86_64)cfDNAPro_1.19.0.zip
macOS binary (arm64)cfDNAPro_1.19.0.tgz
macOS binary (x86_64)cfDNAPro_1.19.0.tgz
Dependencies

Depends: R (>= 4.1.0), magrittr (>= 1.5.0)

Imports: tibble, GenomicAlignments, IRanges, plyranges, GenomeInfoDb, GenomicRanges, BiocGenerics, stats, utils, dplyr (>= 0.8.3), stringr (>= 1.4.0), quantmod (>= 0.4), ggplot2 (>= 3.2.1), Rsamtools (>= 2.4.0), rlang (>= 0.4.0), BSgenome.Hsapiens.UCSC.hg38, BSgenome.Hsapiens.UCSC.hg19, BSgenome.Hsapiens.NCBI.GRCh38

Suggests: scales, ggpubr, knitr (>= 1.23), rmarkdown (>= 1.14), devtools (>= 2.3.0), BiocStyle, testthat