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Beginning Perl for Bioinformatics

Autor James Tisdall
en Limba Engleză Paperback – 27 noi 2001
This text is designed to get you quickly over the Perl language barrier by approaching programming as an important new laboratory skill, revealing Perl programs and techniques that are immediately useful in the lab. Each chapter focuses on solving a particular bioinformatics problem.
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Specificații

ISBN-13: 9780596000806
ISBN-10: 0596000804
Pagini: 384
Ilustrații: 1, black & white illustrations
Dimensiuni: 182 x 238 x 24 mm
Greutate: 0.63 kg
Editura: O'Reilly

Cuprins

Preface; What Is Bioinformatics?; About This Book; Who This Book Is For; Why Should I Learn to Program?; Structure of This Book; Conventions Used in This Book; Comments and Questions; Acknowledgments; Chapter 1: Biology and Computer Science; 1.1 The Organization of DNA; 1.2 The Organization of Proteins; 1.3 In Silico; 1.4 Limits to Computation; Chapter 2: Getting Started with Perl; 2.1 A Low and Long Learning Curve; 2.2 Perl's Benefits; 2.3 Installing Perl on Your Computer; 2.4 How to Run Perl Programs; 2.5 Text Editors; 2.6 Finding Help; Chapter 3: The Art of Programming; 3.1 Individual Approaches to Programming; 3.2 Edit-Run-Revise (and Save); 3.3 An Environment of Programs; 3.4 Programming Strategies; 3.5 The Programming Process; Chapter 4: Sequences and Strings; 4.1 Representing Sequence Data; 4.2 A Program to Store a DNA Sequence; 4.3 Concatenating DNA Fragments; 4.4 Transcription: DNA to RNA; 4.5 Using the Perl Documentation; 4.6 Calculating the Reverse Complement in Perl; 4.7 Proteins, Files, and Arrays; 4.8 Reading Proteins in Files; 4.9 Arrays; 4.10 Scalar and List Context; 4.11 Exercises; Chapter 5: Motifs and Loops; 5.1 Flow Control; 5.2 Code Layout; 5.3 Finding Motifs; 5.4 Counting Nucleotides; 5.5 Exploding Strings into Arrays; 5.6 Operating on Strings; 5.7 Writing to Files; 5.8 Exercises; Chapter 6: Subroutines and Bugs; 6.1 Subroutines; 6.2 Scoping and Subroutines; 6.3 Command-Line Arguments and Arrays; 6.4 Passing Data to Subroutines; 6.5 Modules and Libraries of Subroutines; 6.6 Fixing Bugs in Your Code; 6.7 Exercises; Chapter 7: Mutations and Randomization; 7.1 Random Number Generators; 7.2 A Program Using Randomization; 7.3 A Program to Simulate DNA Mutation; 7.4 Generating Random DNA; 7.5 Analyzing DNA; 7.6 Exercises; Chapter 8: The Genetic Code; 8.1 Hashes; 8.2 Data Structures and Algorithms for Biology; 8.3 The Genetic Code; 8.4 Translating DNA into Proteins; 8.5 Reading DNA from Files in FASTA Format; 8.6 Reading Frames; 8.7 Exercises; Chapter 9: Restriction Maps and Regular Expressions; 9.1 Regular Expressions; 9.2 Restriction Maps and Restriction Enzymes; 9.3 Perl Operations; 9.4 Exercises; Chapter 10: GenBank; 10.1 GenBank Files; 10.2 GenBank Libraries; 10.3 Separating Sequence and Annotation; 10.4 Parsing Annotations; 10.5 Indexing GenBank with DBM; 10.6 Exercises; Chapter 11: Protein Data Bank; 11.1 Overview of PDB; 11.2 Files and Folders; 11.3 PDB Files; 11.4 Parsing PDB Files; 11.5 Controlling Other Programs; 11.6 Exercises; Chapter 12: BLAST; 12.1 Obtaining BLAST; 12.2 String Matching and Homology; 12.3 BLAST Output Files; 12.4 Parsing BLAST Output; 12.5 Presenting Data; 12.6 Bioperl; 12.7 Exercises; Chapter 13: Further Topics; 13.1 The Art of Program Design; 13.2 Web Programming; 13.3 Algorithms and Sequence Alignment; 13.4 Object-Oriented Programming; 13.5 Perl Modules; 13.6 Complex Data Structures; 13.7 Relational Databases; 13.8 Microarrays and XML; 13.9 Graphics Programming; 13.10 Modeling Networks; 13.11 DNA Computers; Appendix A: Resources; A.1 Perl; A.2 Computer Science; A.3 Linux; A.4 Bioinformatics; A.5 Molecular Biology; Appendix B: Perl Summary; B.1 Command Interpretation; B.2 Comments; B.3 Scalar Values and Scalar Variables; B.4 Assignment; B.5 Statements and Blocks; B.6 Arrays; B.7 Hashes; B.8 Operators; B.9 Operator Precedence; B.10 Basic Operators; B.11 Conditionals and Logical Operators; B.12 Binding Operators; B.13 Loops; B.14 Input/Output; B.15 Regular Expressions; B.16 Scalar and List Context; B.17 Subroutines and Modules; B.18 Built-in Functions; Colophon;