Genomics and Bioinformatics
An Introduction to Programming Tools for Life Scientists
- Author: Tore Samuelsson, Göteborgs Universitet, Sweden
With the arrival of genomics and genome sequencing projects, biology has been transformed into an incredibly data-rich science. The vast amount of information generated has made computational analysis critical and has increased demand for skilled bioinformaticians. Designed for biologists without previous programming experience, this textbook provides a hands-on introduction to Unix, Perl and other tools used in sequence bioinformatics. Relevant biological topics are used throughout the book and are combined with practical bioinformatics examples, leading students through the process from biological problem to computational solution. All of the Perl scripts, sequence and database files used in the book are available for download at the accompanying website, allowing the reader to easily follow each example using their own computer. Programming examples are kept at an introductory level, avoiding complex mathematics that students often find daunting. The book demonstrates that even simple programs can provide powerful solutions to many complex bioinformatics problems.Read more
- Demonstrates the biological motivation behind bioinformatics, with substantial biological background and interesting topics introduced in every chapter
- Hands-on guide to performing specific analyses – practical procedures are described and relevant files are available for download at the book's website
- Caters for students without a background in computer science and mathematics – complex mathematics is avoided and programming examples are kept at an introductory level
Reviews & endorsements
'The book provides a lively and accessible introduction to current research in the life sciences, and it does so in a succinct way by grounding the explanations with simple algorithms expressed in Perl code. As such, the book can be very useful to a general science audience, particularly those with a computer science background, whether established researchers or undergraduate students. The writing is inspiring and engaging, and the inclusion of Perl code makes it easy for readers to apply the knowledge and observe the outcomes.' Sara Kalvala, Computing Reviews
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- Date Published: June 2012
- format: Adobe eBook Reader
- isbn: 9781139415484
- contains: 20 b/w illus. 70 colour illus. 23 tables 60 exercises
- availability: This ISBN is for an eBook version which is distributed on our behalf by a third party.
Table of Contents
Design and conventions of this book
1. Introduction - working with the molecules of life in the computer
2. Gene technology - cutting DNA
3. Gene technology - knocking genes down
4. Gene technology - amplifying DNA
5. Human disease - when DNA sequences are toxic
6. Human disease - iron imbalance and the iron responsive element
7. Human disease - cancer as a result of aberrant proteins
8. Evolution - what makes us human?
9. Evolution - resolving a criminal case
10. Evolution - the sad case of the Tasmanian tiger
11. A function to every gene - termites, metagenomics and learning about the function of a sequence
12. A function to every gene - royal blood and order in the sequence universe
13. A function to every gene - a slimy molecule
14. Information resources - learning about flu viruses
15. Finding genes - going ashore at CpG islands
16. Finding genes - in the world of snurps
17. Finding genes - hunting for the distant RNA relatives
18. Personal genomes - the differences between you and me
19. Personal genomes - what's in my genome?
20. Personal genomes - details of family genetics
Appendix I. Brief Unix reference
Appendix II. A selection of biological sequence analysis software
Appendix III. Short Perl reference
Appendix IV. Brief introduction to R
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- Advanced Bioinformatics
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- Computational Biology Methods and Research
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