A novel algorithm for finding optimal driver nodes to target control complex networks and its applications for drug targets identification
2018-01-19
发表期刊BMC GENOMICS
ISSN1471-2164
卷号19
发表状态已发表
DOI10.1186/s12864-017-4332-z
摘要

Background: The advances in target control of complex networks not only can offer new insights into the general control dynamics of complex systems, but also be useful for the practical application in systems biology, such as discovering new therapeutic targets for disease intervention. In many cases, e.g. drug target identification in biological networks, we usually require a target control on a subset of nodes (i.e., disease-associated genes) with minimum cost, and we further expect that more driver nodes consistent with a certain well-selected network nodes (i.e., prior-known drug-target genes).

关键词Target control Objectives-guided optimization Drug targets Dynamics of complex networks
收录类别SCI ; SCIE ; CPCI
语种英语
资助项目Natural Science Foundation of Shanghai[17ZR1446100]
WOS研究方向Biotechnology & Applied Microbiology ; Genetics & Heredity
WOS类目Biotechnology & Applied Microbiology ; Genetics & Heredity
WOS记录号WOS:000422886100007
出版者BMC
WOS关键词CONTROLLABILITY ; SENSITIVITY ; BIOMARKERS ; RESISTANCE ; PROFILES ; GENES
原始文献类型Article
引用统计
文献类型期刊论文
条目标识符https://kms.shanghaitech.edu.cn/handle/2MSLDSTB/16317
专题生命科学与技术学院_特聘教授组_陈洛南组
通讯作者Zhang, Shao-Wu; Zeng, Tao; Chen, Luonan
作者单位
1.Northwestern Polytech Univ, Sch Automat, Key Lab Informat Fus Technol, Minist Educ, Xian 710072, Shaanxi, Peoples R China
2.Univ Chinese Acad Sci, Inst Biochem & Cell Biol, Key Lab Syst Biol, Shanghai 200000, Peoples R China
3.ShanghaiTech Univ, Sch Life Sci & Technol, Shanghai 200000, Peoples R China
通讯作者单位生命科学与技术学院
推荐引用方式
GB/T 7714
Guo, Wei-Feng,Zhang, Shao-Wu,Shi, Qian-Qian,et al. A novel algorithm for finding optimal driver nodes to target control complex networks and its applications for drug targets identification[J]. BMC GENOMICS,2018,19.
APA Guo, Wei-Feng,Zhang, Shao-Wu,Shi, Qian-Qian,Zhang, Cheng-Ming,Zeng, Tao,&Chen, Luonan.(2018).A novel algorithm for finding optimal driver nodes to target control complex networks and its applications for drug targets identification.BMC GENOMICS,19.
MLA Guo, Wei-Feng,et al."A novel algorithm for finding optimal driver nodes to target control complex networks and its applications for drug targets identification".BMC GENOMICS 19(2018).
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