An educational tutorial and working demonstration pipeline for RNA-seq analysis including an introduction to: cloud computing, next generation sequence file formats, reference genomes, gene annotation, expression analysis, differential expression analysis, alternative splicing analysis, data visualization, and interpretation.
This repository is used to store code and certain raw materials for a detailed RNA-seq tutorial. To actually complete this tutorial, go to the RNA-seq tutorial wiki.
Citation: Malachi Griffith*, Jason R. Walker, Nicholas C. Spies, Benjamin J. Ainscough, Obi L. Griffith*. 2015. Informatics for RNA-seq: A web resource for analysis on the cloud. 11(8):e1004393.
*To whom correspondence should be addressed: E-mail: mgriffit[AT]genome.wustl.edu, ogriffit[AT]genome.wustl.edu
Fork it and send a pull request.
=============== ###Tutorial Table of Contents
- Module 0 - Introduction and Cloud Computing
- Authors
- Citation and Supplementary Materials
- Syntax
- Intro to AWS Cloud Computing
- Logging into Amazon Cloud
- Unix Bootcamp
- Environment
- Resources
- Module 1 - Introduction to RNA sequencing
- Module 2 - RNA-seq Alignment and Visualization
- Module 3 - Expression and Differential Expression
- Module 4 - Isoform Discovery and Alternative Expression
- Reference Guided Transcript Assembly
- de novo Transcript Assembly
- Transcript Assembly Merge
- Differential Splicing
- Transcript Assembly Visualization
- Module 5 - Reference free analysis
- Appendix