Protein-protein interactions: from global to local analyses.

For the increasing number of species with complete genome sequences, the task of elucidating their complete proteomes and interactomes has attracted much recent interest. Although the proteome describes the complete repertoire of proteins expressed, the interactome comprises the pairwise protein-protein interactions that occur, or could occur, within an organism, and forms a large-scale sparse network. Here we discuss the challenges provided by present data, and outline a route from global analysis to more detailed and focused studies of protein-protein interactions. Carefully using protein-interaction data allows us to explore its potential fully alongside the evaluation of mechanistic hypotheses about biological systems.

[1]  M. Tsai,et al.  Solution structures of two FHA1-phosphothreonine peptide complexes provide insight into the structural basis of the ligand specificity of FHA1 from yeast Rad53. , 2001, Journal of Molecular Biology.

[2]  M. Gerstein,et al.  Assessing the limits of genomic data integration for predicting protein networks. , 2005, Genome research.

[3]  A. Grigoriev On the number of protein-protein interactions in the yeast proteome. , 2003, Nucleic acids research.

[4]  Paul Shannon,et al.  Derivation of genetic interaction networks from quantitative phenotype data , 2005, Genome Biology.

[5]  Bruce Rothschild,et al.  Inferring protein interactions from phylogenetic distance matrices , 2003, Bioinform..

[6]  Derek Huntley,et al.  Comparative analysis of the Saccharomyces cerevisiae and Caenorhabditis elegans protein interaction networks , 2005, BMC Evolutionary Biology.

[7]  Oliver F. Lange,et al.  Recognition Dynamics Up to Microseconds Revealed from an RDC-Derived Ubiquitin Ensemble in Solution , 2008, Science.

[8]  P. Uetz,et al.  The interactome of human EGF/ErbB receptors , 2006, Molecular systems biology.

[9]  Robert Gentleman,et al.  Making the most of high-throughput protein-interaction data , 2007, Genome Biology.

[10]  C. Wilke,et al.  A single determinant dominates the rate of yeast protein evolution. , 2006, Molecular biology and evolution.

[11]  M. Sternberg,et al.  Assessing protein co-evolution in the context of the tree of life assists in the prediction of the interactome. , 2005, Journal of molecular biology.

[12]  Michael P H Stumpf,et al.  Complex networks and simple models in biology , 2005, Journal of The Royal Society Interface.

[13]  Gary D Bader,et al.  Analyzing yeast protein–protein interaction data obtained from different sources , 2002, Nature Biotechnology.

[14]  Gavin MacBeath,et al.  A quantitative protein interaction network for the ErbB receptors using protein microarrays , 2006, Nature.

[15]  S. Lovell,et al.  Protein-protein interaction networks and biology—what's the connection? , 2008, Nature Biotechnology.

[16]  Michael P. H. Stumpf,et al.  Generating confidence intervals on biological networks , 2007, BMC Bioinformatics.

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

[18]  D. Boehr,et al.  How Do Proteins Interact? , 2008, Science.

[19]  A. Barabasi,et al.  A Protein–Protein Interaction Network for Human Inherited Ataxias and Disorders of Purkinje Cell Degeneration , 2006, Cell.

[20]  angesichts der Corona-Pandemie,et al.  UPDATE , 1973, The Lancet.

[21]  Gary D Bader,et al.  BIND--The Biomolecular Interaction Network Database. , 2001, Nucleic acids research.

[22]  Burkhard Rost,et al.  Protein–Protein Interactions More Conserved within Species than across Species , 2006, PLoS Comput. Biol..

[23]  Sean R. Collins,et al.  Global landscape of protein complexes in the yeast Saccharomyces cerevisiae , 2006, Nature.

[24]  David Martin,et al.  Functional classification of proteins for the prediction of cellular function from a protein-protein interaction network , 2003, Genome Biology.

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

[26]  Mike Tyers,et al.  BioGRID: a general repository for interaction datasets , 2005, Nucleic Acids Res..

[27]  C. Landry,et al.  An in Vivo Map of the Yeast Protein Interactome , 2008, Science.

[28]  Johannes Goll,et al.  The protein network of bacterial motility , 2007 .

[29]  Hyeong Jun An,et al.  Estimating the size of the human interactome , 2008, Proceedings of the National Academy of Sciences.

[30]  Carsten Wiuf,et al.  The effects of incomplete protein interaction data on structural and evolutionary inferences , 2006, BMC Biology.

[31]  Tom L Blundell,et al.  An algorithm for predicting protein–protein interaction sites: Abnormally exposed amino acid residues and secondary structure elements , 2006, Protein science : a publication of the Protein Society.

[32]  David L. Robertson,et al.  Protein Interactions from Complexes: A Structural Perspective , 2006, Comparative and functional genomics.

[33]  Erich E. Wanker,et al.  Comparison of Human Protein-Protein Interaction Maps , 2007, German Conference on Bioinformatics.

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

[35]  Y. Zhang,et al.  IntAct—open source resource for molecular interaction data , 2006, Nucleic Acids Res..

[36]  Carsten Wiuf,et al.  Subnets of scale-free networks are not scale-free: sampling properties of networks. , 2005, Proceedings of the National Academy of Sciences of the United States of America.

[37]  J. Rothberg,et al.  Gaining confidence in high-throughput protein interaction networks , 2004, Nature Biotechnology.

[38]  Marcel Salathé,et al.  The effect of multifunctionality on the rate of evolution in yeast. , 2006, Molecular biology and evolution.

[39]  E. Barillot,et al.  A comprehensive modular map of molecular interactions in RB/E2F pathway , 2008, Molecular systems biology.

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

[41]  Arun K. Ramani,et al.  How complete are current yeast and human protein-interaction networks? , 2006, Genome Biology.

[42]  Alvis Brazma,et al.  Modelling gene networks at different organisational levels , 2005, FEBS letters.

[43]  David L Robertson,et al.  Effect of dataset selection on the topological interpretation of protein interaction networks , 2005, BMC Genomics.

[44]  Réka Albert,et al.  Conserved network motifs allow protein-protein interaction prediction , 2004, Bioinform..

[45]  J. Gerst,et al.  Dynamin and clathrin are required for the biogenesis of a distinct class of secretory vesicles in yeast , 2002, The EMBO journal.

[46]  B. Berger,et al.  Herpesviral Protein Networks and Their Interaction with the Human Proteome , 2006, Science.

[47]  Natalie Wilson Human Protein Reference Database , 2004, Nature Reviews Genetics.

[48]  William Stafford Noble,et al.  Choosing negative examples for the prediction of protein-protein interactions , 2006, BMC Bioinformatics.

[49]  Maria Victoria Schneider,et al.  MINT: a Molecular INTeraction database. , 2002, FEBS letters.

[50]  B. Snel,et al.  Comparative assessment of large-scale data sets of protein–protein interactions , 2002, Nature.

[51]  L. Holm,et al.  Unraveling protein interaction networks with near-optimal efficiency , 2004, Nature Biotechnology.

[52]  M. Mann,et al.  Phosphotyrosine interactome of the ErbB-receptor kinase family , 2005, Molecular systems biology.

[53]  Michael P H Stumpf,et al.  Induction and Function of the Phage Shock Protein Extracytoplasmic Stress Response in Escherichia coli* , 2006, Journal of Biological Chemistry.

[54]  Charles DeLisi,et al.  High-precision high-coverage functional inference from integrated data sources , 2008, BMC Bioinformatics.

[55]  Magnus Rattray,et al.  Reconstruction of ancestral protein interaction networks for the bZIP transcription factors , 2007, Proceedings of the National Academy of Sciences.

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

[57]  Benjamin A. Shoemaker,et al.  Deciphering Protein–Protein Interactions. Part I. Experimental Techniques and Databases , 2007, PLoS Comput. Biol..

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

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

[60]  Edward M Marcotte,et al.  A map of human protein interactions derived from co-expression of human mRNAs and their orthologs , 2008, Molecular systems biology.

[61]  P. Bork,et al.  Functional organization of the yeast proteome by systematic analysis of protein complexes , 2002, Nature.

[62]  P. Uetz,et al.  The elusive yeast interactome , 2006, Genome Biology.

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

[64]  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.