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RNA-Seq Analysis

Input data

Dataset: Demultiplexed fastq fileset sample GCF-MB-7361_pool18RNA from flowcell HC232DRX3 on 2023-05-23 #1

Base workflow

snakemake-workflows/rna-seq-star-deseq2

Setup and configuration

Refer to the Snakemake Workflow Catalog for more detail

  1. install Snakemake and Snakedeploy
mamba create -c conda-forge -c bioconda --name snakemake snakemake snakedeploy
conda activate snakemake
  1. deploy workflow
mkdir -p path/to/project-workdir
cd path/to/project-workdir
snakedeploy deploy-workflow https://github.com/snakemake-workflows/rna-seq-star-deseq2 . --tag v2.0.0

Consider putting this directory under version control.

  1. configure workflow

    • config/config.yaml

    • config/samples.tsv

    • config/units.tsv

    • fastq files

    • adapter trimming

    • stradedness

  2. run workflow

snakemake --cores all --use-conda
  1. generate report
snakemake --report report.zip

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Bulk RNA-Seq analysis for Molly Brennan (Ploss Lab, Princeton)

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