ShanghaiTech University Knowledge Management System
A novel algorithm for finding optimal driver nodes to target control complex networks and its applications for drug targets identification | |
2018-01-19 | |
Source Publication | BMC GENOMICS
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ISSN | 1471-2164 |
Volume | 19 |
Status | 已发表 |
DOI | 10.1186/s12864-017-4332-z |
Abstract | 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). |
Keyword | Target control Objectives-guided optimization Drug targets Dynamics of complex networks |
Indexed By | SCI ; SCIE ; CPCI |
Language | 英语 |
Funding Project | Natural Science Foundation of Shanghai[17ZR1446100] |
WOS Research Area | Biotechnology & Applied Microbiology ; Genetics & Heredity |
WOS Subject | Biotechnology & Applied Microbiology ; Genetics & Heredity |
WOS ID | WOS:000422886100007 |
Publisher | BMC |
WOS Keyword | CONTROLLABILITY ; SENSITIVITY ; BIOMARKERS ; RESISTANCE ; PROFILES ; GENES |
Original Document Type | Article |
Citation statistics | |
Document Type | 期刊论文 |
Identifier | https://kms.shanghaitech.edu.cn/handle/2MSLDSTB/16317 |
Collection | 生命科学与技术学院_特聘教授组_陈洛南组 |
Corresponding Author | Zhang, Shao-Wu; Zeng, Tao; Chen, Luonan |
Affiliation | 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 |
Corresponding Author Affilication | School of Life Science and Technology |
Recommended Citation 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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