Package: R3CPET 1.45.1
R3CPET: 3CPET: Finding Co-factor Complexes in Chia-PET experiment using a Hierarchical Dirichlet Process
The package provides a method to infer the set of proteins that are more probably to work together to maintain chormatin interaction given a ChIA-PET experiment results.
Authors:
R3CPET_1.45.1.tar.gz
R3CPET_1.45.1.zip(r-4.7)R3CPET_1.45.1.zip(r-4.6)R3CPET_1.45.1.zip(r-4.5)
R3CPET_1.45.1.tar.gz(r-4.7-arm64)R3CPET_1.45.1.tar.gz(r-4.7-x86_64)R3CPET_1.45.1.tar.gz(r-4.6-arm64)R3CPET_1.45.1.tar.gz(r-4.6-x86_64)
manual.pdf |manual.html✨
card.svg |card.png
R3CPET/json (API)
NEWS
| # Install 'R3CPET' in R: |
| install.packages('R3CPET', repos = c('https://bioc.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/sirusb/r3cpet/issues
- Chromosoms - Human chromosom lenghts
- geneLocations.nucleus - Nucleus located genes
- PPI.Biogrid - Biogrid Network
- PPI.HPRD - HPRD protein interaction Network
- RPKMS - A gene expression dataset
On BioConductor:R3CPET-1.45.0(bioc 3.24)R3CPET-1.44.0(bioc 3.23)
networkinferencegenepredictionbayesiangraphandnetworknetworkgeneexpressionhicchia-petchromatin-interactiondirichlet-process-mixturestranscription-factocpp
Last updated from:43f1f69e0e. Checks:1 ERROR, 7 WARNING, 1 OK, 5 FAIL. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| bioc-checks | ERROR | 301 | ||
| linux-devel-arm64 | WARNING | 466 | ||
| linux-devel-x86_64 | WARNING | 556 | ||
| source / vignettes | OK | 435 | ||
| linux-release-arm64 | WARNING | 463 | ||
| linux-release-x86_64 | WARNING | 541 | ||
| macos-release-arm64 | FAIL | 129 | ||
| macos-release-x86_64 | FAIL | 265 | ||
| macos-oldrel-arm64 | FAIL | 192 | ||
| macos-oldrel-x86_64 | FAIL | 283 | ||
| windows-devel | WARNING | 841 | ||
| windows-release | WARNING | 759 | ||
| windows-oldrel | WARNING | 787 | ||
| wasm-release | FAIL | 248 |
Exports:annotateExpressionbetasbuildNetworksChiapetExperimentDataChromMaintainersclusterInteractionsCreateCenteredBEDcreateIndexescreateServerdocPerTopicGenerateNetworksgetClustersgetRegionsInclustergetRegionsInNetworkGOEnrich.folderGOEnrich.networksHLDAResultInferNetworksloadPETsloadPPIloadTFBSNetworkCollectionnetworksoutputGenesPerClusterToDiroutputGenesPerNetworkToDirpetpet<-plot3CPETResplotTrackppippi<-PrepareDatasizesTFtfbstfbs<-topEdgestopNodesupdateResultsvisualizeCircosvisualizeInteractionswordsPerTopic
Dependencies:abindAnnotationDbiAnnotationFilteraskpassbackportsbase64encBHBiobaseBiocBaseUtilsBiocGenericsBiocIOBiocManagerBiocParallelBiostringsbiovizBasebitbit64bitopsblobBSgenomebslibcachemcheckmatecigarilloclasscliclusterclValidcodetoolscolorspacecpp11crayoncurldata.tableDBIDelayedArraydichromatdigestensembldbevaluatefarverfastmapfontawesomeforeignformatRFormulafsfutile.loggerfutile.optionsgenericsGenomeInfoDbGenomicAlignmentsGenomicFeaturesGenomicRangesggbioggplot2gluegraphgridExtragtablehighrHmischtmlTablehtmltoolshtmlwidgetshttrigraphIRangesisobandjquerylibjsonliteKEGGRESTknitrlabelinglambda.rlatticelazyevallifecyclemagrittrMASSMatrixMatrixGenericsmatrixStatsmemoisemimennetopensslOrganismDbipheatmappkgconfigplyrpngProtGenericsR6rappdirsRBGLRColorBrewerRcppRCurlreshape2restfulrRhtslibrjsonrlangrmarkdownrpartRsamtoolsRSQLiterstudioapirtracklayerS4ArraysS4VectorsS7sassscalesSeqinfosnowSparseArraystringistringrSummarizedExperimentsystinytexUCSC.utilsVariantAnnotationvctrsviridisLitewithrxfunXMLXVectoryaml
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| 3CPET: Finding Co-factor Complexes in Chia-PET experiment using a Hierarchical Dirichlet Process | R3CPET-package R3CPET |
| Add the gene expression attribute to the graph nodes | annotateExpression annotateExpression,ChromMaintainers,data.frame-method annotateExpression-methods |
| Biogrid Network | Biogrid PPI.Biogrid |
| Building interaction networks connecting interacting regions | buildNetworks buildNetworks,ChiapetExperimentData-method |
| 3CPET used raw data | ChiapetExperimentData ChiapetExperimentData-class pet pet,ChiapetExperimentData-method pet-methods pet<- pet<-,ChiapetExperimentData-method ppi ppi,ChiapetExperimentData-method ppi-methods ppi<- ppi<-,ChiapetExperimentData-method tfbs tfbs,ChiapetExperimentData-method tfbs-methods tfbs<- tfbs<-,ChiapetExperimentData-method |
| Chomatin maintainer networks | ChromMaintainers ChromMaintainers-class GenerateGmlNetworks GenerateGmlNetworks,ChromMaintainers-method GenerateGmlNetworks-methods getClusters getClusters,ChromMaintainers-method getClusters-methods networks,ChromMaintainers-method topEdges topEdges,ChromMaintainers-method topEdges-methods topNodes topNodes,ChromMaintainers-method topNodes-methods |
| Human chromosom lenghts | Chromosoms chromosoms |
| Wrapper for 'clues' and 'sota' S3 classes | cluesOrSota-class |
| Grouping DNA interactions by enrichment profile | clusterInteractions clusterInteractions,ChromMaintainers-method |
| Create centered interactions | CreateCenteredBED CreateCenteredBED,character-method CreateCenteredBED-methods |
| Preparing TF indexes per region | createIndexes createIndexes,ChiapetExperimentData-method createIndexes-methods |
| Explore results in a web browser | createServer createServer,ChiapetExperimentData,NetworkCollection,ChromMaintainers-method createServer-methods |
| Ensemble to HGNC conversion | EnsemblToHGNC |
| Entrez to HGNC conversion | EntrezToHGNC |
| Nucleus located genes | geneLocations geneLocations.nucleus |
| Generate a list of 'igraph' networks | GenerateNetworks GenerateNetworks,ChromMaintainers-method GenerateNetworks-methods |
| list of interactions per cluster | getRegionsIncluster getRegionsIncluster,ChromMaintainers,ChiapetExperimentData,numeric-method getRegionsIncluster-methods |
| list of interactions per network | getRegionsInNetwork getRegionsInNetwork,ChromMaintainers,ChiapetExperimentData,numeric-method getRegionsInNetwork-methods |
| GO enrichment methods | GOEnrich.folder GOEnrich.folder,character-method GOEnrich.folder-methods GOEnrich.networks GOEnrich.networks,ChromMaintainers-method GOEnrich.networks-methods |
| Class '"HLDAResult"' | betas betas,HLDAResult-method betas-methods docPerTopic docPerTopic,HLDAResult-method docPerTopic-methods HLDAResult HLDAResult-class wordsPerTopic wordsPerTopic,HLDAResult-method wordsPerTopic-methods |
| HPRD protein interaction Network | HPRD PPI.HPRD |
| Network construction using Hierarchical Dirichlet Process | InferNetworks InferNetworks,NetworkCollection-method InferNetworks-methods |
| Parsing ChIA-PET interaction data | loadPETs loadPETs,ChiapetExperimentData,character-method loadPETs-methods |
| Setting the background protein-protein interaction | loadPPI loadPPI,ChiapetExperimentData-method loadPPI-methods |
| Loading TF binding sites | loadTFBS loadTFBS,ChiapetExperimentData loadTFBS,ChiapetExperimentData,character-method loadTFBS-methods |
| protein interaction networks maintaining DNA loops | NetworkCollection NetworkCollection-class networks networks,NetworkCollection-method sizes sizes,NetworkCollection-method TF TF,NetworkCollection-method |
| List of genes in each cluster | outputGenesPerClusterToDir outputGenesPerClusterToDir,ChromMaintainers,ChiapetExperimentData-method outputGenesPerClusterToDir-methods |
| List of genes controlled by each network | outputGenesPerNetworkToDir outputGenesPerNetworkToDir,ChromMaintainers,ChiapetExperimentData-method outputGenesPerNetworkToDir-methods |
| Plotting clustering results | plot3CPETRes plot3CPETRes,ChromMaintainers-method plot3CPETRes-methods |
| Plot interaction on a genomic track | plotTrack plotTrack,ChiapetExperimentData,GRanges-method plotTrack-methods |
| Loading the raw data all at once | PrepareData PrepareData,character,character,logical-method PrepareData-methods |
| A gene expression dataset | RPKMS |
| update top maintain networks elements | updateResults updateResults,ChromMaintainers,NetworkCollection,numeric-method updateResults-methods |
| Generate circos plot per cluster | visualizeCircos visualizeCircos,ChromMaintainers,ChiapetExperimentData,numeric-method visualizeCircos-methods |
| Display a Circos plot of ChIA-pet interactions | visualizeInteractions visualizeInteractions,ChiapetExperimentData,GRanges-method visualizeInteractions-methods |
