DC ISCB Workshop 2016 - Co-expression network analysis using RNA-Seq data (Keith Hughitt)
Автор: Keith Hughitt
Загружено: 2016-06-21
Просмотров: 17760
Overview
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Tutorial on Co-expression network analysis using RNA-Seq data presented at the ISCB DC Regional Student Group Workshop at the University of Maryland - College Park (June 15 2016).
Abstract
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In this presentation, I provide a simple overview of co-expression network analysis, with an emphasis on the use of RNA-Seq data. A motivation for the use of co-expression network analysis is provided and compared to other common types of RNA-Seq analyses such as differential expression analysis and gene set enrichment analysis. The use of adjacency matrices to represent networks is explored for several different types of networks and a small synthetic dataset is used to demonstrate each of the major steps in co-expression network construction and module detection. The tutorial portion of the presentation then applies some of these principles using a real dataset containing ~3000 genes, after filtering.
Links
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[1] Meeting site: https://iscb-dc-rsg.github.io/2016-su...
[2] Tutorial: https://github.com/iscb-dc-rsg/2016-s...
[3] Slides: http://khughitt.github.io/2016-iscb-d...
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