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Bioinformatics with Python Cookbook

You're reading from   Bioinformatics with Python Cookbook Use modern Python libraries and applications to solve real-world computational biology problems

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Product type Hardcover
Published in Dec 2025
Last Updated in Feb 2025
Publisher Packt
ISBN-13 9781836642756
Length
Edition 3rd Edition
Languages
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Author (1):
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Tiago Antao Tiago Antao
Author Profile Icon Tiago Antao
Tiago Antao
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Table of Contents (14) Chapters Close

1. Bioinformatics with Python Cookbook, Fourth Edition: Solve advanced computational biology problems and build production pipelines with Python & AI tools FREE CHAPTER
2. Chapter 1: Computer Specifications and Python Setup 3. Chapter 2: Basics of Data Manipulation 4. Chapter 3: Modern Coding Practices and AI-generated coding 5. Chapter 4: Data Science and Graphing 6. Chapter 5: Alignment and Variant Calling 7. Chapter 6: Annotation and Biological Interpretation 8. Chapter 7: Genomes and Genome Assembly 9. Chapter 8: Accessing Public Databases 10. Chapter 9: Protein Structure and Proteomics 11. Chapter 10: Phylogenetics 12. Chapter 11: Population Genetics 13. Chapter 12: Mectabolic Modeling and Other Applications 14. Chapter 13: Genome Editing

Sequence alignment with BWA

Next, we’ll dive into a core algorithm at the heart of bioinformatics: alignment.Alignment is the process of matching two sequences together so that they share the maximum amount of common sequence, or aligning many reads to a reference sequence. An aligner is any software that specializes in lining up sequencing reads to longer sequences, or in some cases, sets of longer sequences to each other.One of the first core aligners was BWA, the Burrows-Wheeler Aligner (to read more about these aligners, look at the See also section of this recipe).Another important aligner that has been developed recently is the DRAGEN aligner from Illumina. DragMap is an open source version of the DRAGEN aligner.SAMtools (https://www.htslib.org/) is another important program that we’ll be using in this recipe (Li et al., The Sequence Alignment/Map Format and SAMtools, Bioinformatics, June 2009). SAMtools helps us read, write, index, and view SAM and BAM files. It is...

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