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b/R/fetch_online.R |
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#' Fetch online genome annotations from Ensembldb database |
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#' |
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#' @param EnsDb_annotations (EndsDb object) - Ensembldb database (default: EnsDb.Hsapiens.v86::EnsDb.Hsapiens.v86 |
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#' |
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#' @return gene_range (GRanges object) - Genome annotations |
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#' @export |
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#' |
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#' @examples gene_range = get_genome_annotations(EnsDb.Hsapiens.v86::EnsDb.Hsapiens.v86) |
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get_genome_annotations <- function( |
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ensdb_annotations = EnsDb.Hsapiens.v86::EnsDb.Hsapiens.v86 |
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) { |
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# Get genome annotations from Ensembldb database |
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gene_range <- Signac::GetGRangesFromEnsDb(ensdb_annotations) |
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ucsc.levels <- stringr::str_replace( |
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string = paste("chr", Signac::seqlevels(gene_range), sep = ""), |
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pattern = "chrMT", |
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replacement = "chrM") # Change chromosome names to UCSC format |
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Signac::seqlevels(gene_range) <- ucsc.levels |
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# check if Signac is the good package |
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return(gene_range) # Return genome annotations |
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} |
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#' Fetch online TF motifs from JASPAR2020 and chromVARmotifs |
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#' |
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#' @param species (character) - Species name (default: "human") |
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#' |
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#' @return motifs_db (motifs_db object) - TF2motifs + motifs PWMs |
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#' @export |
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#' |
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#' @examples motifs_db = get_tf2motifs(species = "human") |
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get_tf2motifs <- function(species = "human") { |
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#TF motifs using the union of databases: JASPAR and cis-BP |
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# included in chromVAR |
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getMatrixSet <- TFBSTools::getMatrixSet |
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# If species is human or mouse |
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if (species == "human") { |
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# Parameters for JASPAR2020 |
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opts <- list(collection = "CORE", |
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species = "Homo sapiens", |
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all_versions = FALSE) |
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JASPAR_PWM <- TFBSTools::toPWM(getMatrixSet(JASPAR2020::JASPAR2020, opts)) |
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# Load data from JASPAR2020 |
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# Load data from chromVARmotifs |
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# Original data accessible at https://github.com/GreenleafLab/chromVARmotifs |
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data("human_pwms_v2") |
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# Load data from chromVARmotifs |
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motifs <- human_pwms_v2 |
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# Motifs from chromVARmotifs |
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} else if (species == "mouse") { |
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# Parameters for JASPAR2020 |
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opts <- list(collection = "CORE", |
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species = "Mus musculus", |
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all_versions = FALSE) |
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JASPAR_PWM <- TFBSTools::toPWM(getMatrixSet(JASPAR2020::JASPAR2020, opts)) |
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# Load data from JASPAR2020 |
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data("mouse_pwms_v2") |
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# Load data from chromVARmotifs |
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# Original data accessible at https://github.com/GreenleafLab/chromVARmotifs |
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motifs <- mouse_pwms_v2 |
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# Motifs from chromVARmotifs |
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} |
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for (name in names(JASPAR_PWM)){ |
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# Combine motifs of JASPAR20202 and chromVARmotif |
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motifs[name] <- JASPAR_PWM[name] |
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} |
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# Initiate final TF motifs table |
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tf2motifs <- data.frame(motif = character(), |
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tf = character(), |
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stringsAsFactors = FALSE) |
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for (i in seq_along(TFBSTools::name(motifs))){ # Fill TF motif table |
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# TFBSTools::name(motifs) returns names of TFs associated to each PWMatrix |
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tfs <- strsplit(TFBSTools::name(motifs)[i], "::")[[1]] |
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# splitting TFs that are given as "name1::name2" |
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for (tf in tfs){ |
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tf <- strsplit(tf, "(", fixed = TRUE)[[1]][1] |
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# only keeping <NAME> in identifier "<NAME>(var.n)" |
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tf2motifs <- rbind(tf2motifs, data.frame(motif = names(motifs)[i], |
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tf = tf)) |
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} |
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} |
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return(new("motifs_db", |
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tf2motifs = tf2motifs, |
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motifs = motifs, |
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tfs = unique(tf2motifs$tf))) # Return motifs_db <- TF2motifs + motifs PWMs |
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} |