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Citation
This tutorial is accompanied by a publication. If you find the materials here or in that paper useful, please cite the following:
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. PLoS Comp Biol. 11(8):e1004393.
*To whom correspondence should be addressed: E-mail: [email protected], [email protected]
All materials associated with this publication, including high resolution and original figure files, supplementary tables, etc. are available here: https://github.com/griffithlab/rnaseq_tutorial (www.rnaseq.wiki)
This includes all figures and supplementary tables.
- Figure 1 - An overview of the central dogma of molecular biology
- Figure 2 - RNA-seq data generation
- Figure 3 - RNA-seq library fragmentation and size selection strategies that influence interpretation and analysis
- Figure 4 - RNA-seq library enrichment strategies that influence interpretation and analysis
- Figure 5 - RNA-seq analysis flow-chart
- Figure 6 - Comparison of stranded and unstranded RNA-seq library methods and their influence on interpretation and analysis
- Supplementary Table 1 - RNA-seq analysis techniques
- Supplementary Table 2 - Tools for RNA-seq analysis
- Supplementary Table 3 - Concepts in sample preparation and library construction that can influence study design, analysis and interpretation
- Supplementary Table 4 - Description of RNA-seq library enrichment strategies
- Supplementary Table 5 - Strand related settings for RNA-seq tools that must be adjusted to account for library construction strategy (See Strand Settings page for most current version of this information)
- Supplementary Table 6 - Standard file formats and tool-specific files used in RNA-seq analysis
- Supplementary Table 7 - Common RNA-seq questions and their answers
- Supplementary Table 8 - Resources for RNA-seq analysis
- Supplementary Table 9 - RNA-seq workshops and online tutorials
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NOTICE: This resource has been moved to rnabio.org. The version here will be maintained for legacy use only. All future development and maintenance will occur only at rnabio.org. Please proceed to rnabio.org for the current version of this course.
Table of Contents
Module 0: Authors | Citation | Syntax | Intro to AWS | Log into AWS | Unix | Environment | Resources
Module 1: Installation | Reference Genomes | Annotations | Indexing | Data | Data QC
Module 2: Adapter Trim | Alignment | IGV | Alignment Visualization | Alignment QC
Module 3: Expression | Differential Expression | DE Visualization
Module 4: Alignment Free - Kallisto
Module 5: Ref Guided | De novo | Merging | Differential Splicing | Splicing Visualization
Module 6: Trinity
Module 7: Trinotate
Appendix: Saving Results | Abbreviations | Lectures | Practical Exercise Solutions | Integrated Assignment | Proposed Improvements | AWS Setup