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BioLogical: a universal analysis framework for biosystem logical dynamic

delete2025-12-06
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OA
AI
Y
Yuxiang Yao *
刘
刘东 (Dong Liu)
Z
Zheting Zhang
C
Chengchen Zhao
D
Duanqing Pei *
DOI:10.1016/j.csbj.2025.11.049delete
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摘要

摘要

En 中文
复杂生物系统表现出有序、功能性和自组织的特征,但探索其逻辑范式和动态行为的通用框架仍显不足。在此,我们介绍了BioLogical,一个用户友好的R软件包,旨在分析基因调控系统的逻辑属性。通过标准工作流程和多个案例,我们展示了其在解析逻辑范式、计算生物系统的静态和动态指标、模拟系统演化以及评估逻辑可满足性等方面的多功能能力。所有概念和算法均已扩展至多值场景,并提供了分层接口以满足多样化需求。该开源软件可从https://github.com/YuxiangYao/BioLogical获取。
Keyword:
Logical analysis
Complex biosystems
Multi-valued logic
Discrete dynamic
Gene regulatory network
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期刊

Computational and Structural Biotechnology Journal 封面图
Computational and Structural Biotechnology Journal
IF:
4.1
论文数:
695
被引数:
1.4W

机构

W
westlake university
学者数:
5.3K
论文数: 3.7K
被引数: 8
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