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PMID: 16884331 Published · ppublish English Journal Article Research Support, N.I.H., Extramural Research Support, U.S. Gov't, Non-P.H.S.

Intrinsic disorder is a common feature of hub proteins from four eukaryotic interactomes.

PLoS computational biology ·Vol. 2 ·No. 8 ·2006-08-04 ·Pages e100

Haynes C, Oldfield CJ, Ji F, Klitgord N, Cusick ME, Radivojac P, Uversky VN, Vidal M, Iakoucheva LM

Abstract

Recent proteome-wide screening approaches have provided a wealth of information about interacting proteins in various organisms. To test for a potential association between protein connectivity and the amount of predicted structural disorder, the disorder propensities of proteins with various numbers of interacting partners from four eukaryotic organisms (Caenorhabditis elegans, Saccharomyces cerevisiae, Drosophila melanogaster, and Homo sapiens) were investigated. The results of PONDR VL-XT disorder analysis show that for all four studied organisms, hub proteins, defined here as those that interact with > or = 10 partners, are significantly more disordered than end proteins, defined here as those that interact with just one partner. The proportion of predicted disordered residues, the average disorder score, and the number of predicted disordered regions of various lengths were higher overall in hubs than in ends. A binary classification of hubs and ends into ordered and disordered subclasses using the consensus prediction method showed a significant enrichment of wholly disordered proteins and a significant depletion of wholly ordered proteins in hubs relative to ends in worm, fly, and human. The functional annotation of yeast hubs and ends using GO categories and the correlation of these annotations with disorder predictions demonstrate that proteins with regulation, transcription, and development annotations are enriched in disorder, whereas proteins with catalytic activity, transport, and membrane localization annotations are depleted in disorder. The results of this study demonstrate that intrinsic structural disorder is a distinctive and common characteristic of eukaryotic hub proteins, and that disorder may serve as a determinant of protein interactivity.

MeSH Terms
Amino Acids/chemistry Animals Caenorhabditis elegans/chemistry,genetics,metabolism Caenorhabditis elegans Proteins/chemistry,classification,genetics,metabolism Carrier Proteins/chemistry,classification,genetics,metabolism Computational Biology Drosophila Proteins/chemistry,classification,genetics,metabolism Drosophila melanogaster/chemistry,genetics,metabolism ELAV Proteins/chemistry,classification,genetics,metabolism ELAV-Like Protein 2 Humans Ligases/chemistry,classification,genetics,metabolism Models, Molecular Protein Binding Protein Structure, Tertiary Saccharomyces cerevisiae/chemistry,genetics,metabolism Saccharomyces cerevisiae Proteins/chemistry,classification,genetics,metabolism
Chemicals
Amino Acids Caenorhabditis elegans Proteins Carrier Proteins Drosophila Proteins ELAV Proteins ELAV-Like Protein 2 ELAVL2 protein, human Saccharomyces cerevisiae Proteins Ligases HUB1 protein, S cerevisiae
Authors & Affiliations
9 authors, click to expand affiliations / ORCID
Haynes Chad
Laboratory of Statistical Genetics, The Rockefeller University, New York, New York, USA.
Oldfield Christopher J
Ji Fei
Klitgord Niels
Cusick Michael E
Radivojac Predrag
Uversky Vladimir N
Vidal Marc
Iakoucheva Lilia M
References (51)
51 references, click to expand
  1. Structural disorder throws new light on moonlighting.
    Trends Biochem Sci. 2005 Sep;30(9):484-9 PMID: 16054818
  2. Flexible nets. The roles of intrinsic disorder in protein interaction networks.
    FEBS J. 2005 Oct;272(20):5129-48 PMID: 16218947
  3. Prediction and functional analysis of native disorder in proteins from the three kingdoms of life.
    J Mol Biol. 2004 Mar 26;337(3):635-45 PMID: 15019783
  4. Intrinsically unstructured proteins: re-assessing the protein structure-function paradigm.
    J Mol Biol. 1999 Oct 22;293(2):321-31 PMID: 10550212
  5. A map of the interactome network of the metazoan C. elegans.
    Science. 2004 Jan 23;303(5657):540-3 PMID: 14704431
  6. Network biology: understanding the cell's functional organization.
    Nat Rev Genet. 2004 Feb;5(2):101-13 PMID: 14735121
  7. A comprehensive two-hybrid analysis to explore the yeast protein interactome.
    Proc Natl Acad Sci U S A. 2001 Apr 10;98(8):4569-74 PMID: 11283351
  8. Coupling of folding and binding for unstructured proteins.
    Curr Opin Struct Biol. 2002 Feb;12(1):54-60 PMID: 11839490
  9. Subnets of scale-free networks are not scale-free: sampling properties of networks.
    Proc Natl Acad Sci U S A. 2005 Mar 22;102(12):4221-4 PMID: 15767579
  10. Intrinsic protein disorder in complete genomes.
    Genome Inform Ser Workshop Genome Inform. 2000;11:161-71 PMID: 11700597
  11. BioGRID: a general repository for interaction datasets.
    Nucleic Acids Res. 2006 Jan 1;34(Database issue):D535-9 PMID: 16381927
  12. Towards a proteome-scale map of the human protein-protein interaction network.
    Nature. 2005 Oct 20;437(7062):1173-8 PMID: 16189514
  13. Intrinsic disorder is a key characteristic in partners that bind 14-3-3 proteins.
    Proteins. 2006 Apr 1;63(1):35-42 PMID: 16444738
  14. Intrinsically disordered protein.
    J Mol Graph Model. 2001;19(1):26-59 PMID: 11381529
  15. Extended disordered proteins: targeting function with less scaffold.
    Trends Biochem Sci. 2003 Feb;28(2):81-5 PMID: 12575995
  16. Comparing and combining predictors of mostly disordered proteins.
    Biochemistry. 2005 Feb 15;44(6):1989-2000 PMID: 15697224
  17. Intrinsic disorder and protein function.
    Biochemistry. 2002 May 28;41(21):6573-82 PMID: 12022860
  18. The Gene Ontology Annotation (GOA) Database: sharing knowledge in Uniprot with Gene Ontology.
    Nucleic Acids Res. 2004 Jan 1;32(Database issue):D262-6 PMID: 14681408
  19. Why are "natively unfolded" proteins unstructured under physiologic conditions?
    Proteins. 2000 Nov 15;41(3):415-27 PMID: 11025552
  20. A combined experimental and computational strategy to define protein interaction networks for peptide recognition modules.
    Science. 2002 Jan 11;295(5553):321-4 PMID: 11743162
  21. The protein trinity--linking function and disorder.
    Nat Biotechnol. 2001 Sep;19(9):805-6 PMID: 11533628
  22. Sequence complexity of disordered protein.
    Proteins. 2001 Jan 1;42(1):38-48 PMID: 11093259
  23. Effect of sampling on topology predictions of protein-protein interaction networks.
    Nat Biotechnol. 2005 Jul;23(7):839-44 PMID: 16003372
  24. Saccharomyces Genome Database (SGD) provides secondary gene annotation using the Gene Ontology (GO).
    Nucleic Acids Res. 2002 Jan 1;30(1):69-72 PMID: 11752257
  25. A protein interaction map of Drosophila melanogaster.
    Science. 2003 Dec 5;302(5651):1727-36 PMID: 14605208
  26. Human protein reference database--2006 update.
    Nucleic Acids Res. 2006 Jan 1;34(Database issue):D411-4 PMID: 16381900
  27. WH2 domain: a small, versatile adapter for actin monomers.
    FEBS Lett. 2002 Feb 20;513(1):92-7 PMID: 11911886
  28. Showing your ID: intrinsic disorder as an ID for recognition, regulation and cell signaling.
    J Mol Recognit. 2005 Sep-Oct;18(5):343-84 PMID: 16094605
  29. Intrinsic disorder in cell-signaling and cancer-associated proteins.
    J Mol Biol. 2002 Oct 25;323(3):573-84 PMID: 12381310
  30. DisProt: a database of protein disorder.
    Bioinformatics. 2005 Jan 1;21(1):137-40 PMID: 15310560
  31. Ontological analysis of gene expression data: current tools, limitations, and open problems.
    Bioinformatics. 2005 Sep 15;21(18):3587-95 PMID: 15994189
  32. Yeast actin-binding proteins: evidence for a role in morphogenesis.
    J Cell Biol. 1988 Dec;107(6 Pt 2):2551-61 PMID: 3060468
  33. A comprehensive analysis of protein-protein interactions in Saccharomyces cerevisiae.
    Nature. 2000 Feb 10;403(6770):623-7 PMID: 10688190
  34. Coupled folding and binding with alpha-helix-forming molecular recognition elements.
    Biochemistry. 2005 Sep 20;44(37):12454-70 PMID: 16156658
  35. The protein-protein interaction map of Helicobacter pylori.
    Nature. 2001 Jan 11;409(6817):211-5 PMID: 11196647
  36. Enlarged representative set of protein structures.
    Protein Sci. 1994 Mar;3(3):522-4 PMID: 8019422
  37. Disordered domains and high surface charge confer hubs with the ability to interact with multiple proteins in interaction networks.
    FEBS Lett. 2006 Apr 3;580(8):2041-5 PMID: 16542654
  38. FlgM gains structure in living cells.
    Proc Natl Acad Sci U S A. 2002 Oct 1;99(20):12681-4 PMID: 12271132
  39. A human protein-protein interaction network: a resource for annotating the proteome.
    Cell. 2005 Sep 23;122(6):957-68 PMID: 16169070
  40. Predicting intrinsic disorder from amino acid sequence.
    Proteins. 2003;53 Suppl 6:566-72 PMID: 14579347
  41. Accuracy of protein flexibility predictions.
    Proteins. 1994 Jun;19(2):141-9 PMID: 8090708
  42. Activation of the Arp2/3 complex by the actin filament binding protein Abp1p.
    J Cell Biol. 2001 Apr 30;153(3):627-34 PMID: 11331312
  43. Intrinsic disorder in transcription factors.
    Biochemistry. 2006 Jun 6;45(22):6873-88 PMID: 16734424
  44. Serine/arginine-rich splicing factors belong to a class of intrinsically disordered proteins.
    Nucleic Acids Res. 2006;34(1):305-12 PMID: 16407336
  45. Predicting Protein Disorder for N-, C-, and Internal Regions.
    Genome Inform Ser Workshop Genome Inform. 1999;10:30-40 PMID: 11072340
  46. Gene ontology: tool for the unification of biology. The Gene Ontology Consortium.
    Nat Genet. 2000 May;25(1):25-9 PMID: 10802651
  47. Analysis of ordered and disordered protein complexes reveals structural features discriminating between stable and unstable monomers.
    J Mol Biol. 2004 Aug 27;341(5):1327-41 PMID: 15321724
  48. Addressing the intrinsic disorder bottleneck in structural proteomics.
    Proteins. 2005 May 15;59(3):444-53 PMID: 15789434
  49. Intrinsically unstructured proteins and their functions.
    Nat Rev Mol Cell Biol. 2005 Mar;6(3):197-208 PMID: 15738986
  50. Phosphoproteome analysis by mass spectrometry and its application to Saccharomyces cerevisiae.
    Nat Biotechnol. 2002 Mar;20(3):301-5 PMID: 11875433
  51. beta-catenin and its multiple partners: promiscuity explained.
    Nat Struct Biol. 2001 Jun;8(6):484-7 PMID: 11373611
Article Info
Journal
PLoS computational biology
Abbr.
PLoS Comput Biol
ISSN
1553-7358
Published
2006-08-04
Epub
2006-00-23
Pages
e100
Language
English
Region
United States
NLM ID
101238922
PMCID
PMC1526461
Subset
IM
Grants
NCI NIH HHS · R33 CA105405 · United States
NCI NIH HHS · U54 CA112952 · United States
NCI NIH HHS · CA105405 · United States
NCI NIH HHS · CA112952 · United States
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