## ----eval = FALSE------------------------------------------------------------- # # Install latest version of MotifPeeker # BiocManager::install("MotifPeeker", version = "devel", dependencies = TRUE) # # # Load the package # library(MotifPeeker) ## ----load-package------------------------------------------------------------- library(MotifPeeker) ## ----load-data---------------------------------------------------------------- ## Peak files processed using read_peak_file() data("CTCF_ChIP_peaks", package = "MotifPeeker") data("CTCF_TIP_peaks", package = "MotifPeeker") ## Motif files processed using read_motif_file() data("motif_MA1102.3", package = "MotifPeeker") data("motif_MA1930.2", package = "MotifPeeker") ## ----eval = FALSE------------------------------------------------------------- # ## MACS2/3 peak files # peak_files <- list("/path/to/peak1.narrowPeak", "/path/to/peak2.narrowPeak") # # ## or SEACR peak files # peak_files <- list("/path/to/peak1.bed", "/path/to/peak2.bed") ## ----prepare-peak-files------------------------------------------------------- peak_files <- list(CTCF_ChIP_peaks, CTCF_TIP_peaks) ## ----prepare-alignment-files-------------------------------------------------- ## Alignment files CTCF_ChIP_alignment <- system.file("extdata", "CTCF_ChIP_alignment.bam", package = "MotifPeeker") CTCF_TIP_alignment <- system.file("extdata", "CTCF_TIP_alignment.bam", package = "MotifPeeker") alignment_files <- list(CTCF_ChIP_alignment, CTCF_TIP_alignment) ## ----eval = FALSE------------------------------------------------------------- # ## JASPAR motif files # motif_files <- list("/path/to/motif1.jaspar", "/path/to/motif2.jaspar") ## ----prepare-motif-files------------------------------------------------------ motif_files <- list(motif_MA1102.3, motif_MA1930.2) ## ----run-motifpeeker---------------------------------------------------------- if (MotifPeeker:::confirm_meme_install(continue = TRUE)) { MotifPeeker( peak_files = peak_files, reference_index = 2, # Set TIP-seq experiment as reference alignment_files = alignment_files, exp_labels = c("ChIP", "TIP"), exp_type = c("chipseq", "tipseq"), genome_build = "hg38", # Use hg38 genome build motif_files = motif_files, cell_counts = NULL, # No cell-count information motif_discovery = TRUE, motif_discovery_count = 3, # Discover top 3 motifs motif_db = NULL, # Use default motif database (JASPAR) download_buttons = TRUE, out_dir = tempdir(), # Save output in a temporary directory BPPARAM = BiocParallel::SerialParam(), # Use two CPU cores on a 16GB RAM machine debug = FALSE, quiet = TRUE, verbose = TRUE ) } ## ----session-info------------------------------------------------------------- utils::sessionInfo()