Reconstruction and Application of Protein–Protein Interaction Network

The protein-protein interaction network (PIN) is a useful tool for systematic investigation of the complex biological activities in the cell. With the increasing interests on the proteome-wide interaction networks, PINs have been reconstructed for many species, including virus, bacteria, plants, animals, and humans. With the development of biological techniques, the reconstruction methods of PIN are further improved. PIN has gradually penetrated many fields in biological research. In this work we systematically reviewed the development of PIN in the past fifteen years, with respect to its reconstruction and application of function annotation, subsystem investigation, evolution analysis, hub protein analysis, and regulation mechanism analysis. Due to the significant role of PIN in the in-depth exploration of biological process mechanisms, PIN will be preferred by more and more researchers for the systematic study of the protein systems in various kinds of organisms.

[1]  P. Uetz,et al.  The Protein Interaction Network of Bacteriophage Lambda with Its Host, Escherichia coli , 2013, Journal of Virology.

[2]  James R. Knight,et al.  A comprehensive analysis of protein–protein interactions in Saccharomyces cerevisiae , 2000, Nature.

[3]  M. DePamphilis,et al.  HUMAN DISEASE , 1957, The Ulster Medical Journal.

[4]  Karin Breuer,et al.  InnateDB: systems biology of innate immunity and beyond—recent updates and continuing curation , 2012, Nucleic Acids Res..

[5]  Michele Magrane,et al.  UniProt Knowledgebase: a hub of integrated protein data , 2011, Database J. Biol. Databases Curation.

[6]  B. Schwikowski,et al.  A network of protein–protein interactions in yeast , 2000, Nature Biotechnology.

[7]  Zhen Zhang,et al.  Systems biology of the structural proteome , 2016, BMC Systems Biology.

[8]  Daniel Lang,et al.  Predicted protein-protein interactions in the moss Physcomitrella patens: a new bioinformatic resource , 2015, BMC Bioinformatics.

[9]  D. Court,et al.  A New Look at Bacteriophage λ Genetic Networks , 2006 .

[10]  V. Navratil,et al.  System-level comparison of protein-protein interactions between viruses and the human type I interferon system network. , 2010, Journal of proteome research.

[11]  Geoffrey J. Barton,et al.  PIPs: human protein–protein interaction prediction database , 2008, Nucleic Acids Res..

[12]  D. Court,et al.  Switches in bacteriophage lambda development. , 2005, Annual review of genetics.

[13]  Ronald W. Davis,et al.  Functional characterization of the S. cerevisiae genome by gene deletion and parallel analysis. , 1999, Science.

[14]  A. Emili,et al.  Interaction network containing conserved and essential protein complexes in Escherichia coli , 2005, Nature.

[15]  Isaac Crespo,et al.  Discrete Logic Modelling Optimization to Contextualize Prior Knowledge Networks Using PRUNET , 2015, PloS one.

[16]  Riet De Smet,et al.  Redundancy and rewiring of genetic networks following genome-wide duplication events. , 2012, Current opinion in plant biology.

[17]  D. Court,et al.  A new look at bacteriophage lambda genetic networks. , 2007, Journal of bacteriology.

[18]  Sailu Yellaboina,et al.  DOMINE: a comprehensive collection of known and predicted domain-domain interactions , 2010, Nucleic Acids Res..

[19]  Alessandro Vespignani,et al.  Global protein function prediction from protein-protein interaction networks , 2003, Nature Biotechnology.

[20]  B. Séraphin,et al.  A generic protein purification method for protein complex characterization and proteome exploration , 1999, Nature Biotechnology.

[21]  Sandhya Rani,et al.  Human Protein Reference Database—2009 update , 2008, Nucleic Acids Res..

[22]  Jofre Tenorio-Laranga,et al.  dSysMap: exploring the edgetic role of disease mutations , 2015, Nature Methods.

[23]  Lan V. Zhang,et al.  Evidence for dynamically organized modularity in the yeast protein–protein interaction network , 2004, Nature.

[24]  C. Bucci,et al.  Two-hybrid-based systems: powerful tools for investigation of membrane traffic machineries. , 2015, Journal of biotechnology.

[25]  Gary D Bader,et al.  Systematic identification of protein complexes in Saccharomyces cerevisiae by mass spectrometry , 2002, Nature.

[26]  Peter Uetz,et al.  The protein interaction map of bacteriophage lambda , 2011, BMC Microbiology.

[27]  Rong Li,et al.  ModuleRole: A Tool for Modulization, Role Determination and Visualization in Protein-Protein Interaction Networks , 2014, PloS one.

[28]  P. Bork,et al.  Proteome Organization in a Genome-Reduced Bacterium , 2009, Science.

[29]  Sebastian Proost,et al.  Predicting protein-protein interactions in Arabidopsis thaliana through integration of orthology, gene ontology and co-expression , 2009, BMC Genomics.

[30]  Igor Jurisica,et al.  Online Predicted Human Interaction Database , 2005, Bioinform..

[31]  Xiaoping Zhou,et al.  The Predicted Arabidopsis Interactome Resource and Network Topology-Based Systems Biology Analyses[W][OA] , 2011, Plant Cell.

[32]  M. Vidal,et al.  Identification of potential interaction networks using sequence-based searches for conserved protein-protein interactions or "interologs". , 2001, Genome research.

[33]  Ying Gao,et al.  DOCKGROUND protein-protein docking decoy set , 2008, Bioinform..

[34]  Xin Chen,et al.  PAIR: the predicted Arabidopsis interactome resource , 2010, Nucleic Acids Res..

[35]  E. Ferro,et al.  The yeast two-hybrid and related methods as powerful tools to study plant cell signalling , 2013, Plant Molecular Biology.

[36]  S. Fields,et al.  A novel genetic system to detect protein–protein interactions , 1989, Nature.

[37]  T. Takagi,et al.  Assessment of prediction accuracy of protein function from protein–protein interaction data , 2001, Yeast.

[38]  Jianmin Wu,et al.  PINA v2.0: mining interactome modules , 2011, Nucleic Acids Res..

[39]  A. Emili,et al.  Global Functional Atlas of Escherichia coli Encompassing Previously Uncharacterized Proteins , 2009, PLoS biology.

[40]  B. Walker,et al.  Hepatitis C virus infection. , 2001, The New England journal of medicine.

[41]  Minoru Kanehisa,et al.  KEGG as a reference resource for gene and protein annotation , 2015, Nucleic Acids Res..

[42]  Jianzhi Zhang,et al.  Why Do Hubs Tend to Be Essential in Protein Networks? , 2006, PLoS genetics.

[43]  M. Moran,et al.  Large-scale mapping of human protein–protein interactions by mass spectrometry , 2007, Molecular systems biology.

[44]  Ioannis Xenarios,et al.  DIP: The Database of Interacting Proteins: 2001 update , 2001, Nucleic Acids Res..

[45]  P. Bork,et al.  Proteome survey reveals modularity of the yeast cell machinery , 2006, Nature.

[46]  Guang Li,et al.  AtPID: Arabidopsis thaliana protein interactome database—an integrative platform for plant systems biology , 2007, Nucleic Acids Res..

[47]  Igor Jurisica,et al.  Integrated interactions database: tissue-specific view of the human and model organism interactomes , 2015, Nucleic Acids Res..

[48]  Isaac Crespo,et al.  Predicting missing expression values in gene regulatory networks using a discrete logic modeling optimization guided by network stable states , 2012, Nucleic acids research.

[49]  M. Vidal,et al.  Hepatitis C virus infection protein network , 2008, Molecular systems biology.

[50]  P. Uetz,et al.  Bacteriophage protein-protein interactions. , 2012, Advances in virus research.

[51]  M. Gerstein,et al.  Genomic analysis of essentiality within protein networks. , 2004, Trends in genetics : TIG.

[52]  Sylvie Ricard-Blum,et al.  MatrixDB, the extracellular matrix interaction database: updated content, a new navigator and expanded functionalities , 2014, Nucleic Acids Res..

[53]  Simon Kasif,et al.  Predicting malaria interactome classifications from time-course transcriptomic data along the intraerythrocytic developmental cycle , 2010, Artif. Intell. Medicine.

[54]  P. Colas,et al.  Yeast two-hybrid methods and their applications in drug discovery. , 2012, Trends in pharmacological sciences.

[55]  Stefan Wuchty,et al.  A draft of protein interactions in the malaria parasite P. falciparum. , 2007, Journal of proteome research.

[56]  J. Vandekerckhove,et al.  MAPPIT: a cytokine receptor‐based two‐hybrid method in mammalian cells 1 , 2002, Clinical and experimental allergy : journal of the British Society for Allergy and Clinical Immunology.

[57]  T. Ito,et al.  Toward a protein-protein interaction map of the budding yeast: A comprehensive system to examine two-hybrid interactions in all possible combinations between the yeast proteins. , 2000, Proceedings of the National Academy of Sciences of the United States of America.

[58]  Matthew D. Dyer,et al.  The Landscape of Human Proteins Interacting with Viruses and Other Pathogens , 2008, PLoS pathogens.

[59]  Hiroaki Kitano,et al.  Biological robustness , 2008, Nature Reviews Genetics.

[60]  Julie A. Hines,et al.  A proteome-wide protein interaction map for Campylobacter jejuni , 2007, Genome Biology.

[61]  Jérôme Euzenat,et al.  Grasping at molecular interactions and genetic networks in Drosophila melanogaster using FlyNets, an Internet database , 1999, Nucleic Acids Res..

[62]  Avi Ma’ayan Insights into the Organization of Biochemical Regulatory Networks Using Graph Theory Analyses* , 2009, Journal of Biological Chemistry.

[63]  A. Valencia,et al.  High-confidence prediction of global interactomes based on genome-wide coevolutionary networks , 2008, Proceedings of the National Academy of Sciences.

[64]  Adam J. Smith,et al.  The Database of Interacting Proteins: 2004 update , 2004, Nucleic Acids Res..

[65]  Petras J. Kundrotas,et al.  GWIDD: Genome-wide protein docking database , 2009, Nucleic Acids Res..

[66]  Bin Wang,et al.  The protein-protein interaction network of eyestalk, Y-organ and hepatopancreas in Chinese mitten crab Eriocheir sinensis , 2014, BMC systems biology.

[67]  Ronald W. Davis,et al.  Functional profiling of the Saccharomyces cerevisiae genome , 2002, Nature.

[68]  Rafael C. Jimenez,et al.  The IntAct molecular interaction database in 2012 , 2011, Nucleic Acids Res..

[69]  Kyu Kwang Kim,et al.  Protein interaction network related to Helicobacter pylori infection response. , 2009, World journal of gastroenterology.

[70]  M. Moran,et al.  The human phosphotyrosine signaling network: Evolution and hotspots of hijacking in cancer , 2012, Genome research.

[71]  C. Chothia,et al.  The evolution and structural anatomy of the small molecule metabolic pathways in Escherichia coli. , 2001, Journal of molecular biology.

[72]  S. L. Wong,et al.  Towards a proteome-scale map of the human protein–protein interaction network , 2005, Nature.

[73]  Yosvany López,et al.  HitPredict version 4: comprehensive reliability scoring of physical protein–protein interactions from more than 100 species , 2015, Database J. Biol. Databases Curation.

[74]  Sumio Sugano,et al.  Human Gene and Protein Database (HGPD): a novel database presenting a large quantity of experiment-based results in human proteomics , 2009, Nucleic Acids Res..

[75]  Vincent Fromion,et al.  An expanded protein–protein interaction network in Bacillus subtilis reveals a group of hubs: Exploration by an integrative approach , 2011, Proteomics.

[76]  A. Vazquez,et al.  Epstein–Barr virus and virus human protein interaction maps , 2007, Proceedings of the National Academy of Sciences.

[77]  Christian J Stoeckert,et al.  Computational modeling of the Plasmodium falciparum interactome reveals protein function on a genome-wide scale. , 2006, Genome research.

[78]  Thanh Phuong Nguyen,et al.  An Integrative Domain-Based Approach to Predicting protein-protein Interactions , 2008, J. Bioinform. Comput. Biol..

[79]  Livia Perfetto,et al.  MINT, the molecular interaction database: 2012 update , 2011, Nucleic Acids Res..

[80]  Ian M. Donaldson,et al.  iRefWeb: interactive analysis of consolidated protein interaction data and their supporting evidence , 2010, Database J. Biol. Databases Curation.

[81]  James R. Knight,et al.  A Protein Interaction Map of Drosophila melanogaster , 2003, Science.

[82]  A. Harvey Millar,et al.  A Predicted Interactome for Arabidopsis1[C][W][OA] , 2007, Plant Physiology.

[83]  D. Bhatnagar,et al.  A predicted protein interactome identifies conserved global networks and disease resistance subnetworks in maize , 2015, Front. Genet..

[84]  Guilhem Faure,et al.  InterEvol database: exploring the structure and evolution of protein complex interfaces , 2011, Nucleic Acids Res..

[85]  S. Kanaya,et al.  Large-scale identification of protein-protein interaction of Escherichia coli K-12. , 2006, Genome research.

[86]  Julian Mintseris,et al.  A Protein Complex Network of Drosophila melanogaster , 2011, Cell.

[87]  Johannes Goll,et al.  Protein interaction data curation: the International Molecular Exchange (IMEx) consortium , 2012, Nature Methods.

[88]  S. Ehrlich,et al.  An expanded view of bacterial DNA replication , 2002, Proceedings of the National Academy of Sciences of the United States of America.

[89]  R. Nussinov,et al.  Is allostery an intrinsic property of all dynamic proteins? , 2004, Proteins.

[90]  I. Jurisica,et al.  Fundamentals of protein interaction network mapping , 2015, Molecular systems biology.

[91]  Matthew W. Hahn,et al.  Comparative genomics of centrality and essentiality in three eukaryotic protein-interaction networks. , 2005, Molecular biology and evolution.

[92]  M. Vignali,et al.  A protein interaction network of the malaria parasite Plasmodium falciparum , 2005, Nature.

[93]  R. Ozawa,et al.  A comprehensive two-hybrid analysis to explore the yeast protein interactome , 2001, Proceedings of the National Academy of Sciences of the United States of America.

[94]  J. Keasling,et al.  Global analysis of host response to induction of a latent bacteriophage , 2007, BMC Microbiology.

[95]  Anton J. Enright,et al.  An efficient algorithm for large-scale detection of protein families. , 2002, Nucleic acids research.

[96]  S. L. Wong,et al.  A Map of the Interactome Network of the Metazoan C. elegans , 2004, Science.

[97]  A. Barabasi,et al.  Lethality and centrality in protein networks , 2001, Nature.

[98]  Tirso Pons,et al.  Towards a detailed atlas of protein-protein interactions. , 2013, Current opinion in structural biology.

[99]  Bindu Nanduri,et al.  HPIDB - a unified resource for host-pathogen interactions , 2010, BMC Bioinformatics.

[100]  P. Aloy,et al.  Interactome3D: adding structural details to protein networks , 2013, Nature Methods.

[101]  Stefan Wuchty,et al.  Interaction and domain networks of yeast , 2002, Proteomics.

[102]  Ian M. Donaldson,et al.  The Biomolecular Interaction Network Database and related tools 2005 update , 2004, Nucleic Acids Res..

[103]  P. Uetz,et al.  Systematic and large-scale two-hybrid screens. , 2000, Current opinion in microbiology.

[104]  S. Wuchty,et al.  A comprehensive Plasmodium falciparum protein interaction map reveals a distinct architecture of a core interactome , 2009, Proteomics.

[105]  A. Valencia,et al.  Prediction of protein--protein interaction sites in heterocomplexes with neural networks. , 2002, European journal of biochemistry.

[106]  Jonathan D. G. Jones,et al.  Evidence for Network Evolution in an Arabidopsis Interactome Map , 2011, Science.

[107]  Dianne P. O'Leary,et al.  Why Do Hubs in the Yeast Protein Interaction Network Tend To Be Essential: Reexamining the Connection between the Network Topology and Essentiality , 2008, PLoS Comput. Biol..

[108]  Riet De Smet,et al.  Redundancy and rewiring of genetic networks following genome-wide duplication events. , 2012 .

[109]  Davide Heller,et al.  STRING v10: protein–protein interaction networks, integrated over the tree of life , 2014, Nucleic Acids Res..

[110]  A. Barabasi,et al.  Network biology: understanding the cell's functional organization , 2004, Nature Reviews Genetics.

[111]  Bridget E. Begg,et al.  A Proteome-Scale Map of the Human Interactome Network , 2014, Cell.

[112]  Peng Li,et al.  AtPID: the overall hierarchical functional protein interaction network interface and analytic platform for Arabidopsis , 2010, Nucleic Acids Res..

[113]  Takeo Kanade,et al.  A Semi-Markov Model for Mitosis Segmentation in Time-Lapse Phase Contrast Microscopy Image Sequences of Stem Cell Populations , 2012, IEEE Transactions on Medical Imaging.

[114]  A. Barabasi,et al.  The human disease network , 2007, Proceedings of the National Academy of Sciences.

[115]  Roded Sharan,et al.  Identification of conserved protein complexes based on a model of protein network evolution , 2007, Bioinform..

[116]  P. Uetz,et al.  The Binary Protein Interactome of Treponema pallidum – The Syphilis Spirochete , 2008, PloS one.

[117]  Mark Culp,et al.  Predicting whole genome protein interaction networks from primary sequence data in model and non-model organisms using ENTS , 2013, BMC Genomics.

[118]  Michael E. Cusick,et al.  The Yeast Proteome Database (YPD) and Caenorhabditis elegans Proteome Database (WormPD): comprehensive resources for the organization and comparison of model organism protein information , 2000, Nucleic Acids Res..