A network-based approach to dissect the cilia/centrosome complex interactome

被引:14
|
作者
Amato, Roberto [1 ]
Morleo, Manuela [1 ]
Giaquinto, Laura [1 ]
di Bernardo, Diego [1 ,2 ]
Franco, Brunella [1 ,3 ]
机构
[1] Telethon Inst Genet & Med TIGEM, Naples, Italy
[2] Univ Naples Federico II, Dept Comp & Syst Engn, Naples, Italy
[3] Univ Naples Federico II, Dept Med Translat Sci, Naples, Italy
来源
BMC GENOMICS | 2014年 / 15卷
关键词
Cilia; Ciliopathies; Centrosome; Interactome; NF-KAPPA-B; PRIMARY CILIA; PROTEIN; GENE; CENTROSOME; MUTATIONS; CILIOPATHIES; DATABASE; GENOMICS; REVEALS;
D O I
10.1186/1471-2164-15-658
中图分类号
Q81 [生物工程学(生物技术)]; Q93 [微生物学];
学科分类号
071005 ; 0836 ; 090102 ; 100705 ;
摘要
Background: Cilia are microtubule-based organelles protruding from almost all mammalian cells which, when dysfunctional, result in genetic disorders called "ciliopathies". High-throughput studies have revealed that cilia are composed of thousands of proteins. However, despite many efforts, much remains to be determined regarding the biological functions of this increasingly important complex organelle. Results: We have derived an online tool, from a systematic network-based approach to dissect the cilia/centrosome complex interactome (CCCI). The tool integrates all current available data into a model which provides an "interaction" perspective on ciliary function. We generated a network of interactions between human proteins organized into functionally relevant "communities", which can be defined as groups of genes that are both highly inter-connected and strongly co-expressed. We then combined sequence and co-expression data in order to identify the transcription factors responsible for regulating genes within their respective communities. Our analyses have discovered communities significantly specialized for delegating specific biological functions such as mRNA processing, protein translation, folding and degradation processes that had never been associated with ciliary proteins until now. Conclusions: CCCI will allow us to clarify the roles of previously unknown ciliary functions, elucidate the molecular mechanisms underlying ciliary-associated phenotypes, and apply our knowledge of the functional roles of relatively uncharacterized molecular entities to disease phenotypes and new clinical applications.
引用
收藏
页数:12
相关论文
共 50 条
  • [31] A network-based approach on opportunity recognition
    Arenius, P
    De Clercq, D
    SMALL BUSINESS ECONOMICS, 2005, 24 (03) : 249 - 265
  • [32] A practical approach to network-based processing
    Larrabeiti, D
    Calderón, M
    Azcorra, A
    Urueña, M
    FOURTH ANNUAL INTERNATIONAL WORKSHOP ON ACTIVE MIDDLEWARE SERVICES, PROCEEDINGS, 2002, : 3 - 10
  • [33] Network medicine: a network-based approach to human disease
    Barabasi, Albert-Laszlo
    Gulbahce, Natali
    Loscalzo, Joseph
    NATURE REVIEWS GENETICS, 2011, 12 (01) : 56 - 68
  • [34] Complex network-based approaches to biomarker discovery
    Hayashida, Morihiro
    Akutsu, Tatsuya
    BIOMARKERS IN MEDICINE, 2016, 10 (06) : 621 - 632
  • [35] Network medicine: a network-based approach to human disease
    Albert-László Barabási
    Natali Gulbahce
    Joseph Loscalzo
    Nature Reviews Genetics, 2011, 12 : 56 - 68
  • [36] Complex network-based ontology structure analysis
    Department of Computer Science and Engineering, Tongji University, Shanghai 201804, China
    不详
    Tongji Daxue Xuebao, 2009, 2 (258-261): : 258 - 261
  • [37] Complex network-based time series analysis
    Yang, Yue
    Yang, Huijie
    PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2008, 387 (5-6) : 1381 - 1386
  • [38] A complex network-based approach for resilient and flexible design resource allocation in industry 5.0
    Ma, Nanfeng
    Yao, Xifan
    Wang, Kesai
    COMPUTERS IN INDUSTRY, 2024, 159
  • [39] Impact of contact heterogeneity on initial growth behavior of an epidemic: Complex network-based approach
    Han, Zhimin
    Wang, Yi
    Cao, Jinde
    APPLIED MATHEMATICS AND COMPUTATION, 2023, 451
  • [40] Exploring the microscopic mechanism of credit repair knowledge dissemination: A complex network-based approach
    Chen, Weijie
    Zhang, Tao
    Liu, Yuanqing
    Tang, Yuxiu
    EXPERT SYSTEMS WITH APPLICATIONS, 2024, 238