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Malachi Griffith edited this page Feb 21, 2017
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Welcome to the genVisR_workshop wiki!
Workshop title: Genomic Data Visualization and Interpretation
Topic: Advanced R and bioinformatics applications for visualization and interpretation of genomic data.
Length: 5 days (~ 9AM to 5PM with breaks)
Anticipated participants: max 30.
Target audience: Researchers and technical workers with a background in biology and a basic knowledge of linux and R
Required background: TBD
Currently this is just a list of potential topics to cover:
Table of Contents
-
Introduction to R
- Installation
- CRAN and Bioconductor
- Data types
- Reading and writing Data
- Data Frames, slicing, and manipulation
- Basic control structures
- apply family of functions
- Additional resources
-
Introduction to ggplot2
- wide vs long format
- geom and aes
- axis scaling and manipulation
- faceting
- themes and colours
- Additional resources
-
Introduction to GenVisR
- Waterfall plots
- TvTi plots
- cnSpec plots
- cnView plots
- lohSpec plots
- genCov plots
-
Genome Browsers
- IGV
- UCSC
- Ensembl
-
Transcript Visualization
- ProteinPaint
- CBioportal
- GenVisR::lolliplot
-
Pathway Visualization
- KEGG
- CytoScape
-
Circos plots
-
Variant interpretation
- CIViC