Package: BioCor 1.31.0

Lluís Revilla Sancho

BioCor: Functional similarities

Calculates functional similarities based on the pathways described on KEGG and REACTOME or in gene sets. These similarities can be calculated for pathways or gene sets, genes, or clusters and combined with other similarities. They can be used to improve networks, gene selection, testing relationships...

Authors:Lluís Revilla Sancho [aut, cre], Pau Sancho-Bru [ths], Juan José Salvatella Lozano [ths]

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BioCor.pdf |BioCor.html
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NEWS

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

Peer review:

Bug tracker:https://github.com/llrs/biocor/issues

On BioConductor:BioCor-1.29.0(bioc 3.20)BioCor-1.28.0(bioc 3.19)

statisticalmethodclusteringgeneexpressionnetworkpathwaysnetworkenrichmentsystemsbiologybioconductor-packagesbioinformaticsfunctional-similaritygenegene-setspathway-analysissimilaritysimilarity-measurement

6.59 score 14 stars 330 downloads 26 exports 53 dependencies

Last updated 23 days agofrom:59fbed3856. Checks:OK: 2 NOTE: 5. Indexed: yes.

TargetResultDate
Doc / VignettesOKOct 30 2024
R-4.5-winNOTEOct 30 2024
R-4.5-linuxNOTEOct 30 2024
R-4.4-winNOTEOct 30 2024
R-4.4-macNOTEOct 30 2024
R-4.3-winOKOct 30 2024
R-4.3-macNOTEOct 30 2024

Exports:addSimilaritiesAintoBclusterGeneSimclusterSimcombinadiccombineScorescombineScoresParcombineSourcesD2JdiceSimduplicateIndicesgeneSiminverseListJ2DmclusterGeneSimmclusterSimmgeneSimmpathSimpathSimplot_dataplot_similarityremoveDupseq2matsimilaritiesweighted.prodweighted.sum

Dependencies:annotateAnnotationDbiaskpassBHBiobaseBiocGenericsBiocParallelBiostringsbitbit64blobcachemclicodetoolscpp11crayoncurlDBIfastmapformatRfutile.loggerfutile.optionsGenomeInfoDbGenomeInfoDbDatagluegraphGSEABasehttrIRangesjsonliteKEGGRESTlambda.rlatticelifecycleMatrixmemoisemimeopensslpkgconfigplogrpngR6rlangRSQLiteS4VectorssnowsysUCSC.utilsvctrsXMLxtableXVectorzlibbioc

About BioCor

Rendered fromBioCor_1_basics.Rmdusingknitr::rmarkdownon Oct 30 2024.

Last update: 2023-03-17
Started: 2018-02-28

Advanced usage of BioCor

Rendered fromBioCor_2_advanced.Rmdusingknitr::rmarkdownon Oct 30 2024.

Last update: 2023-03-17
Started: 2018-02-28

Readme and manuals

Help Manual

Help pageTopics
BioCor: A package to calculate functional similaritiesBioCor-package BioCor
Additive integration of similaritiesaddSimilarities
Insert a matrix into anotherAintoB
Similarity score between clusters of genes based on genes similarityclusterGeneSim clusterGeneSim,character,character,GeneSetCollection-method
Similarity score between clusters of genes based on pathways similarityclusterSim clusterSim,character,character,GeneSetCollection-method
i-th combination of n elements taken from rcombinadic
Combining valuescombineScores combineScoresPar
Combine different sources of pathwayscombineSources
Convert the similarities formatsconversions D2J J2D
Compare pathwaysdiceSim
Finds the indices of the duplicated events of a vectorduplicateIndices
Similarity score genes based on pathways similaritygeneSim geneSim,character,character,GeneSetCollection-method
Invert a listinverseList
Similarity score between clusters of genes based on genes similaritymclusterGeneSim mclusterGeneSim,list,GeneSetCollection-method
Similarity score between clusters of genes based on pathways similaritymclusterSim mclusterSim,list,GeneSetCollection-method
Similarity score genes based on pathways similaritymgeneSim mgeneSim,character,GeneSetCollection-method mgeneSim,missing,GeneSetCollection-method
Calculates the Dice similarity between pathwaysmpathSim mpathSim,character,GeneSetCollection,ANY-method mpathSim,missing,GeneSetCollection,ANY-method mpathSim,missing,list,ANY-method mpathSim,missing,list,missing-method
Calculates the Dice similarity between pathwayspathSim pathSim,character,character,GeneSetCollection-method
The position of the nodes is based on the similarity between them.plot_data plot_similarity
Remove duplicated rows and columnsremoveDup
Transforms a vector to a symmetric matrixseq2mat
Apply a function to a list of similaritiessimilarities
Weighted operationsweighted weighted.prod weighted.sum