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If you benefit from my tutorial and use the same strategy for data analysis, please CITE my RNA-Seq paper published in "Scientific Reports - Nature": www.nature.com/articles/s4159...
And "PLOS ONE": journals.plos.org/plosone/art...
●Chu, C.P., Hokamp, J.A., Cianciolo, R.E. et al. RNA-seq of serial kidney biopsies obtained during progression of chronic kidney disease from dogs with X-linked hereditary nephropathy. Sci Rep 7, 16776 (2017).
●Brinkmeyer-Langford C, Chu C, Balog-Alvarez C, Yu X, Cai JJ, et al. (2018) Expression profiling of disease progression in canine model of Duchenne muscular dystrophy. PLOS ONE 13(3): e0194485.
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This is a class recording of VTPP 638 "Analysis of Genomic Signals" at Texas A&M University.
No RNA-Seq background is needed, and it comes with a lot of free resources that help you learn how to do RNA-seq analysis. You will learn:
(1) The basic concept of RNA-sequencing
(2) How to design your experiment: library prep, sequencing depth, budgets, statistical power.
(3) The analysis pipeline
(4) Useful resources (all free!!!).
Up-to-date RNA-Seq Analysis Training/Courses/Papers (Updated on Dec 2017)
www.biostars.org/p/174376/
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Other links are listed here:
1. Comparison of different Illumina Truseq RNA Prep kits:
www.illumina.com/documents/pro...
2. Scotty-Power analysis for RNA Seq Experiments:
scotty.genetics.utah.edu/
3. Illumina Sequencing Technology:
• Illumina Sequencing Te...
4. Ensembl FTP download website (include file format description):
useast.ensembl.org/info/data/f...
5. HISAT2: ccb.jhu.edu/software/hisat2/i...
6. HTSeq:
www-huber.embl.de/users/anders...
7. DESeq2 (click on "PDF" for manual):
bioconductor.org/packages/rele...
8. How many biological replicates are needed in an RNA-seq experiment and which differential expression tool should you use?
rnajournal.cshlp.org/content/2...
9. Gene Ontology: pantherdb.org/
10. IPA Webinars:
www.qiagenbioinformatics.com/...
11. Texas A&M Supercomputing Facility-trainings:
sc.tamu.edu/wiki/index.php/HP...
12. Command Line Tools for Genomic Data Science:
www.coursera.org/learn/genomi...
13. Informatics for RNA-Seq Analysis 2016:
• Informatics for RNA-Se...
14. www.rnaseq.wiki/
15. Informatics for RNA Sequencing: A Web Resource for Analysis on the Cloud:
journals.plos.org/ploscompbiol...
16. A survey of best practices for RNA-seq data analysis:
genomebiology.biomedcentral.c...
17. RNA-Seq workflow: gene-level exploratory analysis and differential expression:
www.ncbi.nlm.nih.gov/pmc/arti...
18. RNA-Seq Blog: www.rna-seqblog.com/
19. BioStars: www.biostars.org/
20. RNA-Seq Analysis Tutorial:
github.com/CandiceChuDVM/RNA-...