Bioinformatics for High Throughput Sequencing (eBook, PDF)

Redaktion: Rodríguez-Ezpeleta, Naiara; Aransay, Ana M.; Hackenberg, Michael

• Format: PDF

Produktbeschreibung

The ultimate goal of bioinformatics is to extract biological knowledge out of the large amount of information generated by the scientific community. The chapters compiled in this volume will allow both biologists and computer scientists to understand the significance and potential of this discipline in the analysis of high throughput sequencing data. An essential reference book, not only for serving as guideline for the comprehension of the main data analysis steps, but also for providing new insights into existing software and inspiration to develop new applications.

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Produktdetails

• Verlag: Springer US
• Seitenzahl: 255
• Erscheinungstermin: 26. Oktober 2011
• Englisch
• ISBN-13: 9781461407829
• Artikelnr.: 37345818

Inhaltsangabe

Preface.
Introduction.
Overview of Sequencing Technology Platforms.
Applications of High Throughput Sequencing.
Computational Infrastructure and Basic Data Analysis for High
Throughput Sequencing.
Base
Calling for Bioinformaticians.
De Novo Short Read Assembly.
Short Read Mapping.
DNA
Protein Interaction Analysis (ChIP
Seq).
Genome
wide Methylation Maps.
Differential Expression for RNA Sequencing (RNA
seq) Data: Mapping, Summarization, Statistical Analysis and Experimental Design.
MicroRNA Expression Profiling and Discovery.
Dissecting Splicing
Regulatory Network by Integrative Analysis of HITS
CLIP data.
Analysis of Metagenomics Data.
High Throughput Sequencing Data Analysis Software: Current State and Future Developments.
Index.