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Commentary
Scale-free networks in cell biology
Réka Albert
Journal of Cell Science 2005 118: 4947-4957; doi: 10.1242/jcs.02714
Réka Albert
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Summary

A cell's behavior is a consequence of the complex interactions between its numerous constituents, such as DNA, RNA, proteins and small molecules. Cells use signaling pathways and regulatory mechanisms to coordinate multiple processes, allowing them to respond to and adapt to an ever-changing environment. The large number of components, the degree of interconnectivity and the complex control of cellular networks are becoming evident in the integrated genomic and proteomic analyses that are emerging. It is increasingly recognized that the understanding of properties that arise from whole-cell function require integrated, theoretical descriptions of the relationships between different cellular components. Recent theoretical advances allow us to describe cellular network structure with graph concepts and have revealed organizational features shared with numerous non-biological networks. We now have the opportunity to describe quantitatively a network of hundreds or thousands of interacting components. Moreover, the observed topologies of cellular networks give us clues about their evolution and how their organization influences their function and dynamic responses.

  • Protein-protein interactions
  • Signal transduction
  • Transcriptional regulatory networks
  • Metabolic networks
  • Network modeling
  • Systems biology
  • © The Company of Biologists Limited 2005
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Commentary
Scale-free networks in cell biology
Réka Albert
Journal of Cell Science 2005 118: 4947-4957; doi: 10.1242/jcs.02714
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Commentary
Scale-free networks in cell biology
Réka Albert
Journal of Cell Science 2005 118: 4947-4957; doi: 10.1242/jcs.02714

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  • Top
  • Article
    • Summary
    • Introduction
    • Graph concepts: from local to long-range
    • Graph models
    • From general to specific: properties of select cellular networks
    • Biological interpretation of graph properties
    • Network models specific to biological networks
    • Beyond static properties
    • Acknowledgements
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