Bioinformatics for High Throughput Sequencing
Springer-Verlag New York Inc.
978-1-4899-9876-7 (ISBN)
Next generation sequencing is revolutionizing molecular biology. Owing to this new technology it is now possible to carry out a panoply of experiments at an unprecedented low cost and high speed. These go from sequencing whole genomes, transcriptomes and small non-coding RNAs to description of methylated regions, identification protein – DNA interaction sites and detection of structural variation. The generation of gigabases of sequence information for each of this huge bandwidth of applications in just a few days makes the development of bioinformatics applications for next generation sequencing data analysis as urgent as challenging.
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.
Erscheint lt. Verlag | 25.10.2014 |
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Zusatzinfo | 25 Illustrations, color; 4 Illustrations, black and white; XI, 255 p. 29 illus., 25 illus. in color. |
Verlagsort | New York |
Sprache | englisch |
Maße | 155 x 235 mm |
Themenwelt | Mathematik / Informatik ► Informatik ► Theorie / Studium |
Informatik ► Weitere Themen ► Bioinformatik | |
Studium ► 2. Studienabschnitt (Klinik) ► Humangenetik | |
Naturwissenschaften ► Biologie ► Biochemie | |
Naturwissenschaften ► Biologie ► Genetik / Molekularbiologie | |
ISBN-10 | 1-4899-9876-4 / 1489998764 |
ISBN-13 | 978-1-4899-9876-7 / 9781489998767 |
Zustand | Neuware |
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