RNA-seq data analysis : a practical approach
tarafından
 
Korpelainen, Eija, author.

Başlık
RNA-seq data analysis : a practical approach

Yazar
Korpelainen, Eija, author.

ISBN
9780429169205
 
9781482262353

Fiziksel Tanımlama
1 online resource

Seri
Chapman & Hall/CRC Mathematical and computational biology series
 
Chapman & Hall/CRC mathematical and computational biology series (Unnumbered)

İçerik
chapter 1. Introduction to RNA-seq -- chapter 2. Introduction to RNA-seq data analysis -- chapter 3. Quality control and preprocessing -- chapter 4. Aligning reads to reference -- chapter 5. Transcriptome assembly -- chapter 6. Quantitation and annotation-based quality control -- chapter 7. RNA-seq analysis framework in R and bioconductor -- chapter 8. Differential expression analysis -- chapter 9. Analysis of differential exon usage -- chapter 10. Annotating the results -- chapter 11. Visualization -- chapter 12. Small noncoding RNAs -- chapter 13. Computational analysis of small noncoding RNA sequencing data.

Özet
RNA-seq offers unprecedented information about transcriptome, but harnessing this information with bioinformatics tools is typically a bottleneck. This self-contained guide enables researchers to examine differential expression at gene, exon, and transcript level and to discover novel genes, transcripts, and whole transcriptomes. Each chapter starts with theoretical background, followed by descriptions of relevant analysis tools. The book also provides examples using command line tools and the R statistical environment. For non-programming scientists, the same examples are covered using open source software with a graphical user interface-- Provided by publisher.

Konu Terimleri
RNA.

Yazar Ek Girişi
Tuimala, Jarno,
 
Somervuo, Panu,
 
Huss, Mikael,
 
Wong, Garry,

Elektronik Erişim
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KütüphaneMateryal TürüDemirbaş NumarasıYer Numarası[[missing key: search.ChildField.HOLDING]]Durumu/İade Tarihi
Çevrimiçi KütüphaneE-Kitap540123-1001QP623 .K67 2015CRC E-Books