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Epitranscriptome Explorer

A shiny app for the exploration of RNA epitranscriptomic data (polyadenylation and m6A/m5C methylation). For now, the input data for this app must be preprocessed through the accompanying preprocess_polya_methyl.R script. This script combines two (or more) sample runs into RDS files representing merged and filtered data.tables, one for PolyA length and one for m6A/m5C methylation. The app acts independently on PolyA and methylation data, although in most cases we would be comparing data from the same sample runs.

The starting point for the app are the two upload buttons for PolyA and methylation RDS files. These upload client side RDS files to a temp location on the server. The app may be set to pre-load existing files on the server side through the config.json configuration file. Note that if the shiny server is running locally, config.json may point to local files, however if the server is remote, the only way shiny can access local user files is through the upload buttons. The max upload size is set fairly large, but it may be possible that some files are just too large (the app tends to start to struggle with two >500MB RDSs).

The filter section subsets the data by transcript type (eg. protein coding, rRNA, unprocessed pseudogene), particular genes (a simple comma separated list of gene names may be uploaded) or particular transcripts. The transcript filter only becomes active when the data has already been filtered down to a few genes. For these input selectors, empty or blank should be interpreted as "no filter"/everything.

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