Bioc2026 Registration Open!

cfDNAPro

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

Bioconductor version: 3.23 · Package version: 1.18.0

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 rank316
Source branchRELEASE_3_23
biocViewsSequencing, Software, Visualization, WholeGenome

Documentation

Download

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