TY - JOUR
T1 - Network, degeneracy and bow tie integrating paradigms and architectures to grasp the complexity of the immune system
AU - Tieri, Paolo
AU - Grignolio, Andrea
AU - Zaikin, Alexey
AU - Mishto, Michele
AU - Remondini, Daniel
AU - Castellani, Gastone C.
AU - Franceschi, Claudio
PY - 2010
Y1 - 2010
N2 - Recently, the network paradigm, an application of graph theory to biology, has proven to be a powerful approach to gaining insights into biological complexity, and has catalyzed the advancement of systems biology. In this perspective and focusing on the immune system, we propose here a more comprehensive view to go beyond the concept of network. We start from the concept of degeneracy, one of the most prominent characteristic of biological complexity, defined as the ability of structurally different elements to perform the same function, and we show that degeneracy is highly intertwined with another recently-proposed organizational principle, i.e. 'bow tie architecture'. The simultaneous consideration of concepts such as degeneracy, bow tie architecture and network results in a powerful new interpretative tool that takes into account the constructive role of noise (stochastic fluctuations) and is able to grasp the major characteristics of biological complexity, i.e. the capacity to turn an apparently chaotic and highly dynamic set of signals into functional information.
AB - Recently, the network paradigm, an application of graph theory to biology, has proven to be a powerful approach to gaining insights into biological complexity, and has catalyzed the advancement of systems biology. In this perspective and focusing on the immune system, we propose here a more comprehensive view to go beyond the concept of network. We start from the concept of degeneracy, one of the most prominent characteristic of biological complexity, defined as the ability of structurally different elements to perform the same function, and we show that degeneracy is highly intertwined with another recently-proposed organizational principle, i.e. 'bow tie architecture'. The simultaneous consideration of concepts such as degeneracy, bow tie architecture and network results in a powerful new interpretative tool that takes into account the constructive role of noise (stochastic fluctuations) and is able to grasp the major characteristics of biological complexity, i.e. the capacity to turn an apparently chaotic and highly dynamic set of signals into functional information.
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U2 - 10.1186/1742-4682-7-32
DO - 10.1186/1742-4682-7-32
M3 - Article
C2 - 20701759
AN - SCOPUS:77955371721
SN - 1742-4682
VL - 7
JO - Theoretical Biology and Medical Modelling
JF - Theoretical Biology and Medical Modelling
IS - 1
M1 - 32
ER -