Open AccessArchitecture‐dependent robustness in a class of multiple positive feedback loops
Author(s) -
Shi Changhong,
Li Hanxiong,
Zhou Tianshou
Publication year - 2013
Publication title -
iet systems biology
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.367
H-Index - 50
eISSN - 1751-8857
pISSN - 1751-8849
DOI - 10.1049/iet-syb.2011.0090
Subject(s) - robustness (evolution) , bistability , control theory (sociology) , negative feedback , homogeneous , feedback loop , computer science , electronic circuit , class (philosophy) , mathematics , artificial intelligence , physics , combinatorics , control (management) , biochemistry , chemistry , computer security , quantum mechanics , voltage , gene
Many types of multiple positive feedbacks with each having potentials to generate bistability exist extensively in natural, raising the question of why a particular architecture is present in a cell. In this study, the authors investigate multiple positive feedback loops across three classes: one‐loop class, two‐loop class and three‐loop class, where each class is composed of double positive feedback loop (DPFL) or double negative feedback loop (DNFL) or both. Through large‐scale sampling and robustness analysis, the authors find that for a given class, the homogeneous DPFL circuit (i.e. the coupled circuit that is composed of only DPFLs) is more robust than all the other circuits in generating bistable behaviour. In addition, stochastic simulation shows that the low stable state is more robust than the high stable state in homogeneous DPFL whereas the high‐stable state is more robust than the low‐stable state in homogeneous DNFL circuits. It was argued that this investigation provides insight into the relationship between robustness and network architecture.