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Bioinformatics with Python Cookbook

You're reading from   Bioinformatics with Python Cookbook Learn how to use modern Python bioinformatics libraries and applications to do cutting-edge research in computational biology

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Product type Paperback
Published in Jun 2015
Publisher
ISBN-13 9781782175117
Length 306 pages
Edition 1st Edition
Languages
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Toc

Table of Contents (11) Chapters Close

Preface 1. Python and the Surrounding Software Ecology 2. Next-generation Sequencing FREE CHAPTER 3. Working with Genomes 4. Population Genetics 5. Population Genetics Simulation 6. Phylogenetics 7. Using the Protein Data Bank 8. Other Topics in Bioinformatics 9. Python for Big Genomics Datasets Index

Traversing genome annotations

Having a genome sequence is interesting, but we will want to extract features from it: genes, exons, and coding sequences. This type of annotation information is made available in GFF and GTF files. GFF stands for Generic Feature Format. In this recipe, we will see how to parse and analyze GFF files, using the annotation of the Anopheles gambiae genome as an example.

Getting ready

We will use the gffutils library to process the annotation file.

If you do not use the notebook, you need to acquire the annotation file from our datasets page at https://github.com/tiagoantao/bioinf-python/blob/master/notebooks/Datasets.ipynb (file gambiae.gff3.gz) Rename the annotation file as gambiae.gff.gz. Preferably, use the 02_Genomes/Annotations.ipynb notebook, which is provided in the code bundle of the book.

How to do it...

Let's take a look at the following steps:

  1. Let's start by creating an annotation database with gffutils based on our GFF file:
    import gffutils
    import...
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