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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 Jan 2026
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

Annotating proteins

Let’s next discuss proteins in more detail. Each protein has regions or domains that can be annotated and give us further insight into the biological function of that portion of the protein. With this information, we can further reason about the potential impact of variants in that domain. For now, we’ll focus on 2D protein structure, meaning we look at the primary amino acid sequence without trying to fold or understand the 3D structure of the protein. We’ll talk more about structural prediction in Chapter 9, Protein Structure and Proteomics.Much like the structure of a gene, proteins have various regions that perform different functions. Let’s take a look at the 2D structure of a typical protein:

Figure 6.13 – Protein structure overview

Proteins in 2D are read from left to right, and the left side is called the N-terminus. Just like DNA, amino acids have a directionality, with an NH2 group at the beginning and COOH or carboxyl...

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