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-4.4-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'))

Peer review:

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

5.86 score 28 stars 13 scripts 188 downloads 15 exports 88 dependencies

Last updated 3 months agofrom:384ebef179. Checks:1 OK, 6 WARNING. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKDec 29 2024
R-4.5-winWARNINGDec 31 2024
R-4.5-linuxWARNINGDec 29 2024
R-4.4-winWARNINGDec 31 2024
R-4.4-macWARNINGDec 29 2024
R-4.3-winWARNINGNov 29 2024
R-4.3-macWARNINGDec 29 2024

Exports:callMetricscallModecallPeakDistancecallSizecallValleyDistanceexamplePathplotAllToOneplotMetricsplotModeplotModeSummaryplotPeakDistanceplotSingleGroupplotValleyDistanceread_bam_insert_metricsreadBam

Dependencies:abindaskpassBHBiobaseBiocGenericsBiocIOBiocParallelBiostringsbitopsBSgenomeBSgenome.Hsapiens.NCBI.GRCh38BSgenome.Hsapiens.UCSC.hg19BSgenome.Hsapiens.UCSC.hg38clicodetoolscolorspacecpp11crayoncurlDelayedArraydplyrfansifarverformatRfutile.loggerfutile.optionsgenericsGenomeInfoDbGenomeInfoDbDataGenomicAlignmentsGenomicRangesggplot2gluegtablehttrIRangesisobandjsonlitelabelinglambda.rlatticelifecyclemagrittrMASSMatrixMatrixGenericsmatrixStatsmgcvmimemunsellnlmeopensslpillarpkgconfigplyrangesquantmodR6RColorBrewerRCurlrestfulrRhtslibrjsonrlangRsamtoolsrtracklayerS4ArraysS4VectorsscalessnowSparseArraystringistringrSummarizedExperimentsystibbletidyselectTTRUCSC.utilsutf8vctrsviridisLitewithrXMLxtsXVectoryamlzlibbioczoo

cfDNAPro

Rendered fromcfDNAPro.Rmdusingknitr::rmarkdownon Dec 29 2024.

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