All functions |
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Converts a list of data.tables (From BSreadbeds) into GRanges. |
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Produces summaries and plots of features distributed across genomes |
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hg19 TSS locations |
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Bins a BSgenome object. |
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Naively splits a chromosome into bins |
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Divide regions into roughly equal bins |
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Calculates the distribution of a query set over the genome |
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Returns the distribution of query over a reference assembly
Given a query set of elements (a GRanges object) and a reference assembly
(*e.g. 'hg38'), this will aggregate and count the distribution of the query
elements across bins of the reference genome. This is a helper function to
create features for common genomes. It is a wrapper of
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Returns the distribution of query over a reference assembly
Given a query set of elements (a GRanges object) and a reference assembly
(*e.g. 'hg38'), this will aggregate and count the distribution of the query
elements across bins of the reference genome. This is a helper function to
create features for common genomes. It is a wrapper of
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Calculates the cumulative distribution of overlaps between query and arbitrary genomic partitions |
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Calculates the cumulative distribution of overlaps for a query set to a reference assembly |
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Calculate Dinuclotide content over genomic ranges |
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Calculate dinucleotide content over genomic ranges |
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Calculates expected partiton overlap based on contribution of each feature (partition) to genome size. Expected and observed overlaps are then compared. |
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Calculates the distribution of observed versus expected overlaps for a query set to a reference assembly |
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Find the distance to the nearest genomic feature |
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Calculates the distribution of distances from a query set to closest TSS |
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Calculate GC content over genomic ranges |
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Calculate GC content over genomic ranges |
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Group regions from the same chromosome together and compute the distance of a region to its nearest neighbor. Distances are then lumped into a numeric vector. |
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Group regions from the same chromosome together and calculate the distances of a region to its upstream and downstream neighboring regions. Distances are then lumped into a numeric vector. |
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Calculates the distribution of overlaps between query and arbitrary genomic partitions |
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Calculates the distribution of overlaps for a query set to a reference assembly |
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The function calcSummarySignal takes the input BED file(s) in form of GRanges or GRangesList object, overlaps it with all defined open chromatin regions across conditions (e.g. cell types) and returns a matrix, where each row is the input genomic region (if overlap was found), each column is a condition, and the value is a meam signal from regions where overlap was found. |
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Calculate the widths of regions |
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Table the maps cell types to tissues and groups |
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hg19 chromosome sizes |
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Checks to make sure a package object is installed, and if so, returns it. If the library is not installed, it issues a warning and returns NULL. |
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Checks class of the list of variables. To be used in functions |
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Converts a data.table (DT) object to a GenomicRanges (GR) object. Tries to be intelligent, guessing chr and start, but you have to supply end or other columns if you want them to be carried into the GR. |
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Two utility functions for converting data.tables into GRanges objects |
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A dataset containing a subset of open chromatin regions across all cell types defined by ENCODE for Homo Sapiens hg19 |
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hg38 gene models |
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Create a basic genome partition list of genes, exons, introns, UTRs, and intergenic |
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Returns built-in chrom sizes for a given reference assembly |
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Get gene models from a remote or local FASTA file |
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Returns built-in gene models for a given reference assembly |
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Get gene models from a remote or local GTF file |
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Returns bins used in `calcChromBins` function Given a named vector of chromosome sizes, the function returns GRangesList object with bins for each chromosome. |
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Get reference data for a specified assembly |
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Get transcription start sites (TSSs) from a remote or local GTF file |
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Convert a GenomicRanges into a data.table. |
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Creates labels based on a discretization definition. |
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Loads BSgenome objects from UCSC-style character vectors. |
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Load selected EnsDb library |
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Internal helper function to calculate distance between neighboring regions. |
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Nathan's magical named list function. This function is a drop-in replacement for the base list() function, which automatically names your list according to the names of the variables used to construct it. It seamlessly handles lists with some names and others absent, not overwriting specified names while naming any unnamed parameters. Took me awhile to figure this out. |
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Plot distribution over chromosomes |
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Plot the cumulative distribution of regions in features |
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Plot dinuclotide content within region set(s) |
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Produces a barplot showing how query regions of interest are distributed relative to the expected distribution across a given partition list |
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Plots a histogram of distances to genomic features |
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Plots a density distribution of GC vectors
Give results from the |
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Plot the distances from regions to their upstream/downstream neighbors or nearest neighbors. Distances can be passed as either raw bp or corrected for the number of regions (log10(obs/exp)), but this has to be specified in the function parameters. |
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Produces a barplot showing how query regions of interest are distributed across a given partition list |
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Plot quantile-trimmed histogram |
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The function plotSummarySignal visualizes the signalSummaryMatrix obtained from
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Read local or remote file |
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Example BED file read with rtracklayer::import |
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Efficiently split a data.table by a column in the table |
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Clear ggplot face label. |
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Example BED file read with rtracklayer::import |