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RNA sequencing analysis pipeline using STAR or HISAT2, with gene counts and quality control

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BU-ISCIII/rnaseq-nf

 
 

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BU-ISCIII/rnaseq-nf

Nextflow

Introduction

BU-ISCIII/rnaseq is a bioinformatics analysis pipeline used for RNA sequencing data.

The workflow processes raw data from FastQ inputs (FastQC, Trimmomatic), aligns the reads (STAR or HiSAT2), generates gene counts (featureCounts, StringTie) and performs extensive quality-control on the results (RSeQC, dupRadar, Preseq, edgeR, MultiQC). See the output documentation for more details of the results.

The pipeline is built using Nextflow, a bioinformatics workflow tool to run tasks across multiple compute infrastructures in a very portable manner. It comes with docker / singularity containers making installation trivial and results highly reproducible.

Documentation

The BU-ISCIII/rnaseq pipeline comes with documentation about the pipeline, found in the docs/ directory:

  1. Installation
  2. Pipeline configuration
  3. Running the pipeline
  4. Output and how to interpret the results
  5. Troubleshooting

Credits

These scripts were originally written by @nf-core, whose pipeline helped us to develop our own.

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RNA sequencing analysis pipeline using STAR or HISAT2, with gene counts and quality control

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