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Power laws, scale-free networks & genome biology, (Molecular biology intelligence unit)
Auteur(s) : KOONIN Eugene V.
Date de parution: 04-2006
Langue : ANGLAIS
278p. Hardback
Etat : Disponible chez l'éditeur (délai de livraison : 10 jours)
| Résumé | | Power Laws, Scale-free Networks and Genome Biology deals with crucial aspects of the theoretical foundations of systems biology, namely power law distributions and scale-free networks which have emerged as the hallmarks of biological organization in the post-genomic era. The chapters in the book not only describe the interesting mathematical properties of biological networks but moves beyond phenomenology, toward models of evolution capable of explaining the emergence of these features. The collection of chapters, contributed by both physicists and biologists, strives to address the problems in this field in a rigorous but not excessively mathematical manner and to represent different viewpoints, which is crucial in this emerging discipline. Each chapter includes, in addition to technical descriptions of properties of biological networks and evolutionary models, a more general and accessible introduction to the respective problems. Most chapters emphasize the potential of theoretical systems biology for discovery of new biological phenomena. |
| Sommaire | | The Architecture of the Cell: Scaling and Hierarchy in Cellular Networks. Classification of Scale-Free Networks. Wide Spread Occurrence of Power Law Behavior in Genomic Biology. Detection of Topological Patterns in Protein-Binding and Transcription Regulation Networks. The Structure of Metabolic and Protein Interaction Networks: Design, History, or (mere) Chemistry? Protein-Protein Interaction Networks. The Society of Genes: Networks of Functional Links Between Genes from Comparative Genomics. Emergence of Patterns in Gene Networks. Mathematical Modeling of Genome Evolution: Origin of the Ubiquitous Power Law Distributions. Expanding Protein Universe and its Origin from the Biological Big Bang. |
Thèmes :
- Sciences de la vie / Biochimie / Métabolisme, biologie moléculaire
- Sciences de la vie / Genetique / Génétique, techniques de laboratoire
- Sciences de la vie / Genetique / Bio-informatique
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