Package: cfDNAPro 1.19.0

Haichao Wang

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

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.

Authors:Haichao Wang [aut, cre], Hui Zhao [ctb], Elkie Chan [ctb], Christopher Smith [ctb], Tomer Kaplan [ctb], Florian Markowetz [ctb], Nitzan Rosenfeld [ctb]

cfDNAPro_1.19.0.tar.gz
cfDNAPro_1.19.0.zip(r-4.7)cfDNAPro_1.19.0.zip(r-4.6)cfDNAPro_1.19.0.zip(r-4.5)
cfDNAPro_1.19.0.tgz(r-4.6-any)cfDNAPro_1.19.0.tgz(r-4.5-any)
cfDNAPro_1.19.0.tar.gz(r-4.7-any)cfDNAPro_1.19.0.tar.gz(r-4.6-any)
cfDNAPro_1.19.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html
card.svg |card.png
cfDNAPro/json (API)
NEWS

# Install 'cfDNAPro' in R:
install.packages('cfDNAPro', repos = c('https://bioc.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/hw538/cfdnapro/issues

On BioConductor:cfDNAPro-1.19.0(bioc 3.24)cfDNAPro-1.18.0(bioc 3.23)

visualizationsequencingwholegenomebioinformaticscancer-genomicscancer-researchcell-free-dnaearly-detectiongenomics-visualizationliquid-biopsyswgswhole-genome-sequencing

6.59 score 43 stars 15 scripts 418 downloads 15 exports 84 dependencies

Last updated from:2229399743. Checks:1 NOTE, 7 WARNING, 2 OK. Indexed: yes.

TargetResultTimeFilesSyslog
bioc-checksNOTE361
linux-devel-x86_64WARNING449
source / vignettesOK392
linux-release-x86_64WARNING430
macos-release-arm64WARNING213
macos-oldrel-arm64WARNING279
windows-develWARNING401
windows-releaseWARNING337
windows-oldrelWARNING335
wasm-releaseOK327

Exports:callMetricscallModecallPeakDistancecallSizecallValleyDistanceexamplePathplotAllToOneplotMetricsplotModeplotModeSummaryplotPeakDistanceplotSingleGroupplotValleyDistanceread_bam_insert_metricsreadBam

Dependencies:abindaskpassBHBiobaseBiocBaseUtilsBiocGenericsBiocIOBiocParallelBiostringsbitopsBSgenomeBSgenome.Hsapiens.NCBI.GRCh38BSgenome.Hsapiens.UCSC.hg19BSgenome.Hsapiens.UCSC.hg38cigarilloclicodetoolscpp11crayoncurlDelayedArraydplyrfarverformatRfutile.loggerfutile.optionsgenericsGenomeInfoDbGenomicAlignmentsGenomicRangesggplot2gluegtablehttrIRangesisobandjsonlitelabelinglambda.rlatticelifecyclemagrittrMatrixMatrixGenericsmatrixStatsmimeopensslpillarpkgconfigplyrangesquantmodR6RColorBrewerRCurlrestfulrRhtslibrjsonrlangRsamtoolsrtracklayerS4ArraysS4VectorsS7scalesSeqinfosnowSparseArraystringistringrSummarizedExperimentsystibbletidyselectTTRUCSC.utilsutf8vctrsviridisLitewithrXMLxtsXVectoryamlzoo

cfDNAPro

Rendered fromcfDNAPro.Rmdusingknitr::rmarkdownon May 30 2026.

Last update: 2021-07-19
Started: 2021-05-26