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Beginning Perl for Bioinformatics Book

Beginning Perl for Bioinformatics
Beginning Perl for Bioinformatics, With its highly developed capacity to detect patterns in data, Perl has become one of the most popular languages for biological data analysis. But if you're a biologist with little or no programming experience, starting out in Perl can be a challenge. Man, Beginning Perl for Bioinformatics has a rating of 3 stars
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Beginning Perl for Bioinformatics, With its highly developed capacity to detect patterns in data, Perl has become one of the most popular languages for biological data analysis. But if you're a biologist with little or no programming experience, starting out in Perl can be a challenge. Man, Beginning Perl for Bioinformatics
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  • Beginning Perl for Bioinformatics
  • Written by author James D. Tisdall
  • Published by O'Reilly Media, Incorporated, October 2001
  • With its highly developed capacity to detect patterns in data, Perl has become one of the most popular languages for biological data analysis. But if you're a biologist with little or no programming experience, starting out in Perl can be a challenge. Man
  • A practical introduction to Perl designed for biologists with little or no programming experience. The book approaches programming as an important new laboratory skill, and shows many Perl programs and Perl programming techniques that can be immediately u
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Prefacevii
1.Biology and Computer Science1
The Organization of DNA2
The Organization of Proteins3
In Silico4
Limits to Computation5
2.Getting Started with Perl6
A Low and Long Learning Curve6
Perl's Benefits8
Installing Perl on Your Computer10
How to Run Perl Programs13
Text Editors15
Finding Help16
3.The Art of Programming18
Individual Approaches to Programming18
Edit--Run--Revise (and Save)19
An Environment of Programs21
Programming Strategies22
The Programming Process23
4.Sequences and Strings29
Representing Sequence Data29
A Program to Store a DNA Sequence32
Concatenating DNA Fragments36
Transcription: DNA to RNA40
Using the Perl Documentation42
Calculating the Reverse Complement in Perl43
Proteins, Files, and Arrays46
Reading Proteins in Files47
Arrays50
Scalar and List Context54
Exercises55
5.Motifs and Loops56
Flow Control56
Code Layout62
Finding Motifs63
Counting Nucleotides70
Exploding Strings into Arrays71
Operating on Strings77
Writing to Files81
Exercises85
6.Subroutines and Bugs87
Subroutines87
Scoping and Subroutines90
Command-Line Arguments and Arrays96
Passing Data to Subroutines98
Modules and Libraries of Subroutines102
Fixing Bugs in Your Code104
Exercises116
7.Mutations and Randomization118
Random Number Generators119
A Program Using Randomization120
A Program to Simulate DNA Mutation126
Generating Random DNA136
Analyzing DNA141
Exercises147
8.The Genetic Code149
Hashes149
Data Structures and Algorithms for Biology150
The Genetic Code155
Translating DNA into Proteins163
Reading DNA from Files in FASTA Format166
Reading Frames175
Exercises180
9.Restriction Maps and Regular Expressions182
Regular Expressions182
Restriction Maps and Restriction Enzymes184
Perl Operations197
Exercises198
10.GenBank199
GenBank Files200
GenBank Libraries203
Separating Sequence and Annotation205
Parsing Annotations212
Indexing GenBank with DBM232
Exercises236
11.Protein Data Bank238
Files and Folders240
PDB Files248
Parsing PDB Files257
Controlling Other Programs267
Exercises272
12.BLAST274
Obtaining BLAST275
String Matching and Homology276
BLAST Output Files277
Parsing BLAST Output280
Presenting Data290
Bioperl294
Exercises301
13.Further Topics302
The Art of Program Design302
Web Programming302
Algorithms and Sequence Alignment303
Object-Oriented Programming303
Perl Modules303
Complex Data Structures304
Relational Databases304
Microarrays and XML305
Graphics Programming305
Modeling Networks305
DNA Computers306
A.Resources307
B.Perl Summary315
Index347


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