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PMID: 17535438 Published · ppublish English Journal Article Research Support, Non-U.S. Gov't Research Support, U.S. Gov't, Non-P.H.S.

Unequal evolutionary conservation of human protein interactions in interologous networks.

Genome biology ·Vol. 8 ·No. 5 ·2007-00-00 ·Pages R95

Brown KR, Jurisica I

Abstract

Protein-protein interaction (PPI) networks have been transferred between organisms using interologs, allowing model organisms to supplement the interactomes of higher eukaryotes. However, the conservation of various network components has not been fully explored. Unequal conservation of certain network components may limit the ability to fully expand the target interactomes using interologs. In this study, we transfer high quality human interactions to lower eukaryotes, and examine the evolutionary conservation of individual network components. When human proteins are mapped to yeast, we find a strong positive correlation (r = 0.50, P = 3.9 x 10(-4)) between evolutionary conservation and the number of interacting proteins, which is also found when mapped to other model organisms. Examining overlapping PPI networks, Gene Ontology (GO) terms, and gene expression data, we are able to demonstrate that protein complexes are conserved preferentially, compared to transient interactions in the network. Despite the preferential conservation of complexes, and the fact that the human interactome comprises an abundance of transient interactions, we demonstrate how transferring human PPIs to yeast augments this well-studied protein interaction network, using the coatomer complex and replisome as examples. Human proteins, like yeast proteins, show a correlation between the number of interacting partners and evolutionary conservation. The preferential conservation of proteins with higher degree leads to enrichment in protein complexes when interactions are transferred between organisms using interologs.

MeSH Terms
Conserved Sequence Evolution, Molecular Fungal Proteins Humans Protein Binding Proteins/metabolism Systems Biology/methods
Chemicals
Fungal Proteins Proteins
Authors & Affiliations
2 authors, click to expand affiliations / ORCID
Brown Kevin R
Department of Medical Biophysics, University of Toronto, Toronto, Canada M5G 1L7. kbrown@uhnres.utoronto.ca
Jurisica Igor
References (52)
52 references, click to expand
  1. The protein kinase complement of the human genome.
    Science. 2002 Dec 6;298(5600):1912-34 PMID: 12471243
  2. NAViGaTOR: Network Analysis, Visualization and Graphing Toronto.
    Bioinformatics. 2009 Dec 15;25(24):3327-9 PMID: 19837718
  3. Evolutionary conservation of motif constituents in the yeast protein interaction network.
    Nat Genet. 2003 Oct;35(2):176-9 PMID: 12973352
  4. Development of human protein reference database as an initial platform for approaching systems biology in humans.
    Genome Res. 2003 Oct;13(10):2363-71 PMID: 14525934
  5. Global analysis of protein localization in budding yeast.
    Nature. 2003 Oct 16;425(6959):686-91 PMID: 14562095
  6. No simple dependence between protein evolution rate and the number of protein-protein interactions: only the most prolific interactors tend to evolve slowly.
    BMC Evol Biol. 2003 Jan 6;3:1 PMID: 12515583
  7. A simple dependence between protein evolution rate and the number of protein-protein interactions.
    BMC Evol Biol. 2003 May 23;3:11 PMID: 12769820
  8. The HUPO PSI's molecular interaction format--a community standard for the representation of protein interaction data.
    Nat Biotechnol. 2004 Feb;22(2):177-83 PMID: 14755292
  9. A gene atlas of the mouse and human protein-encoding transcriptomes.
    Proc Natl Acad Sci U S A. 2004 Apr 20;101(16):6062-7 PMID: 15075390
  10. A molecular timescale of eukaryote evolution and the rise of complex multicellular life.
    BMC Evol Biol. 2004 Jan 28;4:2 PMID: 15005799
  11. Annotation transfer between genomes: protein-protein interologs and protein-DNA regulogs.
    Genome Res. 2004 Jun;14(6):1107-18 PMID: 15173116
  12. Evidence for dynamically organized modularity in the yeast protein-protein interaction network.
    Nature. 2004 Jul 1;430(6995):88-93 PMID: 15190252
  13. Saccharomyces cerevisiae Gcs1 is an ADP-ribosylation factor GTPase-activating protein.
    Proc Natl Acad Sci U S A. 1996 Sep 17;93(19):10074-7 PMID: 8816753
  14. Collective dynamics of 'small-world' networks.
    Nature. 1998 Jun 4;393(6684):440-2 PMID: 9623998
  15. Comprehensive identification of cell cycle-regulated genes of the yeast Saccharomyces cerevisiae by microarray hybridization.
    Mol Biol Cell. 1998 Dec;9(12):3273-97 PMID: 9843569
  16. POINT: a database for the prediction of protein-protein interactions based on the orthologous interactome.
    Bioinformatics. 2004 Nov 22;20(17):3273-6 PMID: 15217821
  17. Modeling interactome: scale-free or geometric?
    Bioinformatics. 2004 Dec 12;20(18):3508-15 PMID: 15284103
  18. HomoMINT: an inferred human network based on orthology mapping of protein interactions discovered in model organisms.
    BMC Bioinformatics. 2005;6 Suppl 4:S21 PMID: 16351748
  19. BioGRID: a general repository for interaction datasets.
    Nucleic Acids Res. 2006 Jan 1;34(Database issue):D535-9 PMID: 16381927
  20. Analysis of the human protein interactome and comparison with yeast, worm and fly interaction datasets.
    Nat Genet. 2006 Mar;38(3):285-93 PMID: 16501559
  21. Stable evolutionary signal in a yeast protein interaction network.
    BMC Evol Biol. 2006;6:8 PMID: 16441898
  22. Arf GAPs and membrane traffic.
    J Cell Sci. 2006 Apr 1;119(Pt 7):1203-11 PMID: 16554436
  23. Proteome survey reveals modularity of the yeast cell machinery.
    Nature. 2006 Mar 30;440(7084):631-6 PMID: 16429126
  24. Global landscape of protein complexes in the yeast Saccharomyces cerevisiae.
    Nature. 2006 Mar 30;440(7084):637-43 PMID: 16554755
  25. Characterization and prediction of protein-protein interactions within and between complexes.
    Proc Natl Acad Sci U S A. 2006 Oct 3;103(40):14718-23 PMID: 17003128
  26. Stratus not altocumulus: a new view of the yeast protein interaction network.
    PLoS Biol. 2006 Oct;4(10):e317 PMID: 16984220
  27. Toward a comprehensive atlas of the physical interactome of Saccharomyces cerevisiae.
    Mol Cell Proteomics. 2007 Mar;6(3):439-50 PMID: 17200106
  28. DIP: the database of interacting proteins.
    Nucleic Acids Res. 2000 Jan 1;28(1):289-91 PMID: 10592249
  29. BIND--a data specification for storing and describing biomolecular interactions, molecular complexes and pathways.
    Bioinformatics. 2000 May;16(5):465-77 PMID: 10871269
  30. A relationship between gene expression and protein interactions on the proteome scale: analysis of the bacteriophage T7 and the yeast Saccharomyces cerevisiae.
    Nucleic Acids Res. 2001 Sep 1;29(17):3513-9 PMID: 11522820
  31. KDEL-cargo regulates interactions between proteins involved in COPI vesicle traffic: measurements in living cells using FRET.
    Dev Cell. 2001 Jul;1(1):139-53 PMID: 11703931
  32. Correlation between transcriptome and interactome mapping data from Saccharomyces cerevisiae.
    Nat Genet. 2001 Dec;29(4):482-6 PMID: 11694880
  33. Identification of potential interaction networks using sequence-based searches for conserved protein-protein interactions or "interologs".
    Genome Res. 2001 Dec;11(12):2120-6 PMID: 11731503
  34. Relating whole-genome expression data with protein-protein interactions.
    Genome Res. 2002 Jan;12(1):37-46 PMID: 11779829
  35. Functional organization of the yeast proteome by systematic analysis of protein complexes.
    Nature. 2002 Jan 10;415(6868):141-7 PMID: 11805826
  36. Systematic identification of protein complexes in Saccharomyces cerevisiae by mass spectrometry.
    Nature. 2002 Jan 10;415(6868):180-3 PMID: 11805837
  37. MINT: a Molecular INTeraction database.
    FEBS Lett. 2002 Feb 20;513(1):135-40 PMID: 11911893
  38. Subcellular localization of the yeast proteome.
    Genes Dev. 2002 Mar 15;16(6):707-19 PMID: 11914276
  39. Evolutionary rate in the protein interaction network.
    Science. 2002 Apr 26;296(5568):750-2 PMID: 11976460
  40. Specificity and stability in topology of protein networks.
    Science. 2002 May 3;296(5569):910-3 PMID: 11988575
  41. Comparative assessment of large-scale data sets of protein-protein interactions.
    Nature. 2002 May 23;417(6887):399-403 PMID: 12000970
  42. The genomics of yeast responses to environmental stress and starvation.
    Funct Integr Genomics. 2002 Sep;2(4-5):181-92 PMID: 12192591
  43. Bridging structural biology and genomics: assessing protein interaction data with known complexes.
    Trends Genet. 2002 Oct;18(10):529-36 PMID: 12350343
  44. Analyzing yeast protein-protein interaction data obtained from different sources.
    Nat Biotechnol. 2002 Oct;20(10):991-7 PMID: 12355115
  45. The MIPS mammalian protein-protein interaction database.
    Bioinformatics. 2005 Mar15;21(6):832-4 PMID: 15531608
  46. Modularity and evolutionary constraint on proteins.
    Nat Genet. 2005 Apr;37(4):351-2 PMID: 15750592
  47. Online predicted human interaction database.
    Bioinformatics. 2005 May 1;21(9):2076-82 PMID: 15657099
  48. Cellular DNA replicases: components and dynamics at the replication fork.
    Annu Rev Biochem. 2005;74:283-315 PMID: 15952889
  49. Structure, function, and evolution of transient and obligate protein-protein interactions.
    Proc Natl Acad Sci U S A. 2005 Aug 2;102(31):10930-5 PMID: 16043700
  50. Identification of protein complexes by comparative analysis of yeast and bacterial protein interaction data.
    J Comput Biol. 2005 Jul-Aug;12(6):835-46 PMID: 16108720
  51. Global analysis of protein phosphorylation in yeast.
    Nature. 2005 Dec 1;438(7068):679-84 PMID: 16319894
  52. Comparative genomics: genome-wide analysis in metazoan eukaryotes.
    Nat Rev Genet. 2003 Apr;4(4):251-62 PMID: 12671656
Article Info
Journal
Genome biology
Abbr.
Genome Biol
ISSN
1474-760X
Published
2007-00-00
Pages
R95
Language
English
Region
England
NLM ID
100960660
PMCID
PMC1929159
Subset
IM
Analysis Services
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