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Minimal intervening control of biomolecular networks leading to a desired cellular state.


ABSTRACT: A cell phenotype can be represented by an attractor state of the underlying molecular regulatory network, to which other network states eventually converge. Here, the set of states converging to each attractor is called its basin of attraction. A central question is how to drive a particular cell state toward a desired attractor with minimal interventions on the network system. We develop a general control framework of complex Boolean networks to provide an answer to this question by identifying control targets on which one-time temporary perturbation can induce a state transition to the boundary of a desired attractor basin. Examples are shown to illustrate the proposed control framework which is also applicable to other types of complex Boolean networks.

SUBMITTER: Choo SM 

PROVIDER: S-EPMC6739335 | biostudies-literature | 2019 Sep

REPOSITORIES: biostudies-literature

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Minimal intervening control of biomolecular networks leading to a desired cellular state.

Choo Sang-Mok SM   Park Sang-Min SM   Cho Kwang-Hyun KH  

Scientific reports 20190911 1


A cell phenotype can be represented by an attractor state of the underlying molecular regulatory network, to which other network states eventually converge. Here, the set of states converging to each attractor is called its basin of attraction. A central question is how to drive a particular cell state toward a desired attractor with minimal interventions on the network system. We develop a general control framework of complex Boolean networks to provide an answer to this question by identifying  ...[more]

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