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Target Control of Asynchronous Boolean Networks

delete2023-01-01
delete4
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OA
AI
C
Cui Su *
J
Jun Pang
DOI:10.1109/TCBB.2021.3133608delete
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摘要

摘要

En 中文
We study the target control of asynchronous Boolean networks, to identify interventions that can drive the dynamics of a given Boolean network from any initial state to the desired target attractor. Based on the application time, the control can be realised with three types of perturbations, including instantaneous, temporary and permanent perturbations. We develop efficient methods to compute the target control for a given target attractor with these three types of perturbations. We compare our methods with the stable motif-based control method on a variety of real-life biological networks to evaluate their performance. We show that our methods scale well for large Boolean networks and they are able to identify a rich set of solutions with a small number of perturbations.
Keyword:
Boolean networks
network control
attractor
perturbations

期刊

I
IEEE-ACM Transactions on Computational Biology and Bioinformatics
IF:
3.4
论文数:
3.3K
被引数:
6.4K

机构

U
university of luxembourg
学者数:
5.2K
论文数: 4.8K
被引数: 4
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