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R Bioinformatics Cookbook

You're reading from   R Bioinformatics Cookbook Use R and Bioconductor to perform RNAseq, genomics, data visualization, and bioinformatic analysis

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Product type Paperback
Published in Oct 2019
Publisher Packt
ISBN-13 9781789950694
Length 316 pages
Edition 1st Edition
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Authors (2):
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Dr Dan Maclean Dr Dan Maclean
Author Profile Icon Dr Dan Maclean
Dr Dan Maclean
Dan MacLean Dan MacLean
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Dan MacLean
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Toc

Table of Contents (13) Chapters Close

Preface 1. Performing Quantitative RNAseq 2. Finding Genetic Variants with HTS Data FREE CHAPTER 3. Searching Genes and Proteins for Domains and Motifs 4. Phylogenetic Analysis and Visualization 5. Metagenomics 6. Proteomics from Spectrum to Annotation 7. Producing Publication and Web-Ready Visualizations 8. Working with Databases and Remote Data Sources 9. Useful Statistical and Machine Learning Methods 10. Programming with Tidyverse and Bioconductor 11. Building Objects and Packages for Code Reuse 12. Other Books You May Enjoy

Selecting and classifying variants with VariantAnnotation

In pipelines where we've called variants, we'll often want to do subsequent analysis steps that need further filtering or classification based on features of the individual variants, such as the depth of coverage in the alternative allele. This is best done from a VCF file, and a common protocol is to save a VCF of all variants from the actual calling step and then experiment with filtering that. In this section, we'll look at taking an input VCF and filtering it to retain variants in which the alternative allele is the major allele in the sample.

Getting ready

We'll need a tabix index VCF file; I provide one in the datasets/ch2/sample.vcf.gz file...

You have been reading a chapter from
R Bioinformatics Cookbook
Published in: Oct 2019
Publisher: Packt
ISBN-13: 9781789950694
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