Systems Biology
Seiten
2015
|
2013
Springer Berlin (Verlag)
978-3-642-43965-0 (ISBN)
Springer Berlin (Verlag)
978-3-642-43965-0 (ISBN)
This book emphasizes the inter-disciplinary and holistic nature of systems biology, showing how understanding can be reached through the acquisition of massive amounts of data by high-throughput technologies, and data analysis using sophisticated algorithms.
First, systems biology is an inter-disciplinary approach, requiring the combined talents of biologists, mathematicians, and computer scientists. Second, systems biology is holistic, with the goal of obtaining a comprehensive understanding of the workings of biological systems. This is achieved through the acquisition of massive amounts of data by high-throughput technologies-oligonucleotide microarrays, mass spectrometry, and next-generation sequencing-and the analysis of this data through sophisticated mathematical algorithms. It is perhaps the use of mathematics, to integrate abundant and diverse types of data and to generate models of interconnected molecular networks, that best characterizes systems biology.
First, systems biology is an inter-disciplinary approach, requiring the combined talents of biologists, mathematicians, and computer scientists. Second, systems biology is holistic, with the goal of obtaining a comprehensive understanding of the workings of biological systems. This is achieved through the acquisition of massive amounts of data by high-throughput technologies-oligonucleotide microarrays, mass spectrometry, and next-generation sequencing-and the analysis of this data through sophisticated mathematical algorithms. It is perhaps the use of mathematics, to integrate abundant and diverse types of data and to generate models of interconnected molecular networks, that best characterizes systems biology.
Introduction.- Editorial.- System approaches to dissecting Immunity.- Integrative omics and modeling of pathogenic Samonellae and Yersiniae.- The role and contribution of system biology to the non-human primate model of influenza pathogenesis and vaccinology.- Host-pathogen genome politics and policies.- The TB regulatory network.- Proteomic network understanding of immune cell signaling and cell-cell communication via data-driven modeling.- Systems vaccinology.- Correlates of vaccine and natural mediated immune protection in HIV infection.- System biology approach for new target and biomarker identification.- Subject index.
| Erscheint lt. Verlag | 24.6.2015 |
|---|---|
| Reihe/Serie | Current Topics in Microbiology and Immunology |
| Zusatzinfo | XX, 263 p. |
| Verlagsort | Berlin |
| Sprache | englisch |
| Maße | 155 x 235 mm |
| Gewicht | 438 g |
| Themenwelt | Medizin / Pharmazie ► Medizinische Fachgebiete ► Mikrobiologie / Infektologie / Reisemedizin |
| Studium ► Querschnittsbereiche ► Infektiologie / Immunologie | |
| Schlagworte | Biomarker identification • Biomedical and Life Sciences • Biomedicine general • host-pathogen genome politics • immune cell signaling • immunology • "inflammatome" signature • Medical Microbiology • mycobacterium tuberculosis • systems vaccinology • Vaccine • vaccines |
| ISBN-10 | 3-642-43965-9 / 3642439659 |
| ISBN-13 | 978-3-642-43965-0 / 9783642439650 |
| Zustand | Neuware |
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