Package: cfDNAPro 1.18.0

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_1.18.0.tar.gz
cfDNAPro_1.18.0.zip(r-4.7)cfDNAPro_1.18.0.zip(r-4.6)cfDNAPro_1.18.0.zip(r-4.5)
cfDNAPro_1.18.0.tgz(r-4.6-any)cfDNAPro_1.18.0.tgz(r-4.5-any)
cfDNAPro_1.18.0.tar.gz(r-4.7-any)cfDNAPro_1.18.0.tar.gz(r-4.6-any)
cfDNAPro_1.18.0.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-release.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

6.64 score 43 stars 17 scripts 404 downloads 15 exports 83 dependencies

Last updated from:354165aeb3 (on RELEASE_3_23). Checks:1 NOTE, 7 WARNING, 2 OK. Indexed: no.

TargetResultTimeFilesSyslog
bioc-checksNOTE336
linux-devel-x86_64WARNING590
source / vignettesOK473
linux-release-x86_64WARNING478
macos-release-arm64WARNING257
macos-oldrel-arm64WARNING274
windows-develWARNING351
windows-releaseWARNING340
windows-oldrelWARNING365
wasm-releaseOK311

Exports:callMetricscallModecallPeakDistancecallSizecallValleyDistanceexamplePathplotAllToOneplotMetricsplotModeplotModeSummaryplotPeakDistanceplotSingleGroupplotValleyDistanceread_bam_insert_metricsreadBam

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

cfDNAPro

Rendered fromcfDNAPro.Rmdusingknitr::rmarkdownon Jun 08 2026.

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