Computational Biology: A Practical Introduction to BioData Processing and Analysis with Linux, MySQL, and R - Tapa blanda

Acerca del autor

Röbbe Wünschiers is Professor for Biochemistry/Molecular Biology at University of Applied Sciences Mittweida/Germany, where is teaching courses on biotechnology and bioinformatics. In 2004 he published the textbook “Computational Biology - Unix/Linux, Data Processing and Programming” with Springer. The new edition of this book will benefit from several years of teaching experience at different Universities, and his experience gathered while leading a bioinformatics team at BASF Plant Science, Germany.

De la contraportada

This greatly expanded 2nd edition provides a practical introduction to

- data processing with Linux tools and the programming languages AWK and Perl

- data management with the relational database system MySQL, and

- data analysis and visualization with the statistical computing environment R

for students and practitioners in the life sciences. Although written for beginners, experienced researchers in areas involving bioinformatics and computational biology may benefit from numerous tips and tricks that help to process, filter and format large datasets. Learning by doing is the basic concept of this book. Worked examples illustrate how to employ data processing and analysis techniques, e.g. for

- finding proteins potentially causing pathogenicity in bacteria,

- supporting the significance of BLAST with homology modeling, or

- detecting candidate proteins that may be redox-regulated, on the basis of their structure.

All the software tools and datasets used are freely available. One section is devoted to explaining setup and maintenance of Linux as an operating system independent virtual machine. The author's experiences and knowledge gained from working and teaching in both academia and industry constitute the foundation for this practical approach.