Computational Biology

A Practical Introduction to BioData Processing and Analysis with Linux, MySQL, and R

Röbbe Wünschiers (Autor)

Buch | Softcover

XXIX, 449 Seiten

2015 | 2nd ed. 2013
Springer Berlin (Verlag)
978-3-642-43097-8 (ISBN)

Artikel merken

In its revised and extended second edition, this book covers the basics of bioinformatics/information technology: programming with Bash, Sed and AWK, and the respective terminology. Case studies, exercises with solutions and worked-out examples are included.

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 softwaretools 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.

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.

Part I Whetting Your Appetite.- 1 Introduction.- 2 Content of this Book.- Part II Computer & Operating Systems.- 3 Unix/Linux.- Part III Working with Linux.- 4 The First Touch.- 5 Working with Files.- 6 Remote Connections.- 7 Playing.- 8 Using the Shell.- 9 Installing BLAST+ and ClustalW.- 10 Shell Programming.- 11 Regular Expressions.- 12 Sed.- Part IV Programming.- 13 AWK.- 14 Perl.- 15 Other Programming Languages.- Part V Advanced Data Analysis.- 16 Relational Databases with MySQL.- 17 The Statistics Suite R.- Part VI Worked Examples.- 18 Genomic Analysis of the Pathogenicity Factors from E. coli Strain O157:H7 and EHEC Strain O104:H4.- 19 Limits of BLAST & Homology Modeling.- 20 Virtual Sequencing of pUC18c.- 21 Querying for Potential Redox-Regulated Enzymes.- Part VII Additional Material.- References.- A Supplementary Information.- Solutions.- Index.

rofessional audiences." (V. Mathura, Choice, Vol. 51 (3), November, 2013)

rofessional audiences.” (V. Mathura, Choice, Vol. 51 (3), November, 2013)

Erscheint lt. Verlag	26.6.2015
Zusatzinfo	XXIX, 449 p. 78 illus., 66 illus. in color.
Verlagsort	Berlin
Sprache	englisch
Maße	155 x 235 mm
Gewicht	730 g
Themenwelt	Sachbuch/Ratgeber ► Natur / Technik ► Garten
	Informatik ► Weitere Themen ► Bioinformatik
	Naturwissenschaften ► Biologie ► Biochemie
Schlagworte	Biochemistry, general • Bioinformatics • Biomedical and Life Sciences • Biophysics and Biological Physics • Computational Biology • Computer Applications • Computer Appl. in Life Sciences • Linux • MySQL • programming • Proteomics • UNIX
ISBN-10	3-642-43097-X / 364243097X
ISBN-13	978-3-642-43097-8 / 9783642430978
Zustand	Neuware