Package: cfDNAPro 1.13.0

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_1.13.0.tar.gz
cfDNAPro_1.13.0.zip(r-4.5)cfDNAPro_1.13.0.zip(r-4.4)cfDNAPro_1.13.0.zip(r-4.3)
cfDNAPro_1.13.0.tgz(r-4.5-any)cfDNAPro_1.13.0.tgz(r-4.4-any)cfDNAPro_1.13.0.tgz(r-4.3-any)
cfDNAPro_1.13.0.tar.gz(r-4.5-noble)cfDNAPro_1.13.0.tar.gz(r-4.4-noble)
cfDNAPro_1.13.0.tgz(r-4.4-emscripten)cfDNAPro_1.13.0.tgz(r-4.3-emscripten)
cfDNAPro.pdf |cfDNAPro.html
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-1.13.0(bioc 3.21)cfDNAPro-1.12.0(bioc 3.20)

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

6.18 score 29 stars 13 scripts 277 downloads 15 exports 87 dependencies

Last updated 5 months agofrom:384ebef179. Checks:1 OK, 8 WARNING. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKMar 29 2025
R-4.5-winWARNINGMar 29 2025
R-4.5-macWARNINGMar 29 2025
R-4.5-linuxWARNINGMar 29 2025
R-4.4-winWARNINGMar 29 2025
R-4.4-macWARNINGMar 29 2025
R-4.4-linuxWARNINGMar 29 2025
R-4.3-winWARNINGMar 29 2025
R-4.3-macWARNINGMar 29 2025

Exports:callMetricscallModecallPeakDistancecallSizecallValleyDistanceexamplePathplotAllToOneplotMetricsplotModeplotModeSummaryplotPeakDistanceplotSingleGroupplotValleyDistanceread_bam_insert_metricsreadBam

Dependencies:abindaskpassBHBiobaseBiocGenericsBiocIOBiocParallelBiostringsbitopsBSgenomeBSgenome.Hsapiens.NCBI.GRCh38BSgenome.Hsapiens.UCSC.hg19BSgenome.Hsapiens.UCSC.hg38clicodetoolscolorspacecpp11crayoncurlDelayedArraydplyrfansifarverformatRfutile.loggerfutile.optionsgenericsGenomeInfoDbGenomeInfoDbDataGenomicAlignmentsGenomicRangesggplot2gluegtablehttrIRangesisobandjsonlitelabelinglambda.rlatticelifecyclemagrittrMASSMatrixMatrixGenericsmatrixStatsmgcvmimemunsellnlmeopensslpillarpkgconfigplyrangesquantmodR6RColorBrewerRCurlrestfulrRhtslibrjsonrlangRsamtoolsrtracklayerS4ArraysS4VectorsscalessnowSparseArraystringistringrSummarizedExperimentsystibbletidyselectTTRUCSC.utilsutf8vctrsviridisLitewithrXMLxtsXVectoryamlzoo

cfDNAPro

Rendered fromcfDNAPro.Rmdusingknitr::rmarkdownon Mar 29 2025.

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