Invitation to Protein Sequence Analysis Through Probability and Information

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Invitation to Protein Sequence Analysis Through Probability and Information

Information theory Probability and statistics Computational biology / bioinformatics

Author: Daniel Graham

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Language: English

Published by: CRC Press

Published on: 6th February 2019

Format: LCP-protected ePub

Size: 24 Mb

ISBN: 9780429647888


Introduction

This book explores the remarkable information correspondences and probability structures of proteins. Correspondences are pervasive in biochemistry and bioinformatics: proteins share homologies, folding patterns, and mechanisms. Probability structures are just as paramount: folded state graphics reflect Angstrom-scale maps of electron density. The author explores protein sequences (primary structures), both individually and in sets (systems) with the help of probability and information tools. This perspective will enhance the reader’s knowledge of how an important class of molecules is designed and put to task in natural systems, and how we can approach class members in hands-on ways.

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