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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 |
ISSN | 1471-2164 |
卷号 | 19 |
发表状态 | 已发表 |
DOI | 10.1186/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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