An empirical framework for binary interactome mapping (original) (raw)
References
- Vidal, M. Interactome modeling. FEBS Lett. 579, 1834–1838 (2005).
Article CAS Google Scholar - Rual, J.F. et al. Towards a proteome-scale map of the human protein-protein interaction network. Nature 437, 1173–1178 (2005).
Article CAS Google Scholar - Stelzl, U. et al. A human protein-protein interaction network: a resource for annotating the proteome. Cell 122, 957–968 (2005).
Article CAS Google Scholar - Ewing, R.M. et al. Large-scale mapping of human protein-protein interactions by mass spectrometry. Mol. Syst. Biol. 3, 89 (2007).
Article Google Scholar - Peri, S. et al. Human protein reference database as a discovery resource for proteomics. Nucleic Acids Res. 32, D497–D501 (2004).
Article CAS Google Scholar - Zanzoni, A. et al. MINT: a Molecular INTeraction database. FEBS Lett. 513, 135–140 (2002).
Article CAS Google Scholar - Bader, G.D. et al. BIND–The Biomolecular Interaction Network Database. Nucleic Acids Res. 29, 242–245 (2001).
Article CAS Google Scholar - Hermjakob, H. et al. IntAct: an open source molecular interaction database. Nucleic Acids Res. 32, D452–D455 (2004).
Article CAS Google Scholar - Xenarios, I. et al. DIP, the Database of Interacting Proteins: a research tool for studying cellular networks of protein interactions. Nucleic Acids Res. 30, 303–305 (2002).
Article CAS Google Scholar - Mewes, H.W. et al. MIPS: a database for genomes and protein sequences. Nucleic Acids Res. 30, 31–34 (2002).
Article CAS Google Scholar - Ramani, A.K., Bunescu, R.C., Mooney, R.J. & Marcotte, E.M. Consolidating the set of known human protein-protein interactions in preparation for large-scale mapping of the human interactome. Genome Biol. 6, R40 (2005).
Article Google Scholar - Lehner, B. & Fraser, A.G. A first-draft human protein-interaction map. Genome Biol. 5, R63 (2004).
Article Google Scholar - Hart, G.T., Ramani, A.K. & Marcotte, E.M. How complete are current yeast and human protein-interaction networks? Genome Biol. 7, 120 (2006).
Article Google Scholar - Futschik, M.E., Chaurasia, G. & Herzel, H. Comparison of human protein-protein interaction maps. Bioinformatics 23, 605–611 (2007).
Article CAS Google Scholar - von Mering, C. et al. Comparative assessment of large-scale data sets of protein-protein interactions. Nature 417, 399–403 (2002).
Article CAS Google Scholar - Reguly, T. et al. Comprehensive curation and analysis of global interaction networks in Saccharomyces cerevisiae. J. Biol. 5, 11 (2006).
Article Google Scholar - Gandhi, T.K. et al. Analysis of the human protein interactome and comparison with yeast, worm and fly interaction datasets. Nat. Genet. 38, 285–293 (2006).
Article CAS Google Scholar - Patil, A. & Nakamura, H. Filtering high-throughput protein-protein interaction data using a combination of genomic features. BMC Bioinformatics 6, 100 (2005).
Article Google Scholar - Huang, H., Jedynak, B.M. & Bader, J.S. Where have all the interactions gone? Estimating the coverage of two-hybrid protein interaction maps. PLoS Comput. Biol. 3, e214 (2007).
Article Google Scholar - D'Haeseleer, P. & Church, G.M. Estimating and improving protein interaction error rates. Proc. IEEE Comput. Syst. Bioinform. Conf. 216–223 (2004).
- Grigoriev, A. On the number of protein-protein interactions in the yeast proteome. Nucleic Acids Res. 31, 4157–4161 (2003).
Article CAS Google Scholar - Deane, C.M., Salwinski, L., Xenarios, I. & Eisenberg, D. Protein interactions: two methods for assessment of the reliability of high throughput observations. Mol. Cell. Proteomics 1, 349–356 (2002).
Article CAS Google Scholar - Sprinzak, E., Sattath, S. & Margalit, H. How reliable are experimental protein-protein interaction data? J. Mol. Biol. 327, 919–923 (2003).
Article CAS Google Scholar - Rual, J.F. et al. Human ORFeome version 1.1: a platform for reverse proteomics. Genome Res. 14, 2128–2135 (2004).
Article CAS Google Scholar - Cusick, M.E. et al. Literature-curated protein interaction datasets. Nat. Methods (in the press).
- Braun, P. et al. An experimentally derived confidence score for binary protein-protein interactions. Nat. Methods advance online publication, doi:10.1038/nmeth.1281 (7 December 2008).
- Eyckerman, S. et al. Design and application of a cytokine-receptor-based interaction trap. Nat. Cell Biol. 3, 1114–1119 (2001).
Article CAS Google Scholar - Stumpf, M.P. et al. Estimating the size of the human interactome. Proc. Natl. Acad. Sci. USA 105, 6959–6964 (2008).
Article CAS Google Scholar - Ramírez, F., Schlicker, A., Assenov, Y., Lengauer, T. & Albrecht, M. Computational analysis of human protein interaction networks. Proteomics 7, 2541–2552 (2007).
Article Google Scholar - Collins, S.R. et al. Towards a comprehensive atlas of the physical interactome of Saccharomyces cerevisiae. Mol. Cell. Proteomics 6, 439–450 (2007).
Article CAS Google Scholar - Fields, C., Adams, M.D., White, O. & Venter, J.C. How many genes in the human genome? Nat. Genet. 7, 345–346 (1994).
Article CAS Google Scholar - Lemmens, I., Lievens, S., Eyckerman, S. & Tavernier, J. Reverse MAPPIT detects disruptors of protein-protein interactions in human cells. Nat. Protoc. 1, 92–97 (2006).
Article CAS Google Scholar
Acknowledgements
We thank members of CCSB and the Vidal, Barabasi, Wanker and Tavernier laboratories and S. Sahasrabuddhe, R. Bell, R. Chettier and C. Wiggins for helpful discussions; E. Smith for help generating Figure 1; and Agencourt Biosciences for sequencing assistance. This work was supported by the US National Human Genome Research Institute (2R01HG001715 and 5P50HG004233 to M.V. and F.P.R.), the US National Cancer Institute (5U54CA112952 to J. Nevins, subcontract to M.V.; and 5U01CA105423 to S.H. Orkin, project to M.V.), the US National Institutes of Health (IH U01 A1070499-01 and U56 CA113004 to A.-L.B. and postdoctoral training grant fellowship T32CA09361 to K.V.), the Ellison Foundation (to M.V.), the W.M. Keck Foundation (to M.V.), Dana-Farber Cancer Institute Institute Sponsored Research funds (to M.V.), the US National Science Foundation (ITR DMR-0926737 and IIS-0513650 to A.-L.B.), Deutsches Bundesministerium für Bildung und Forschung (NGFN2, KB-P04T01, KB-P04T03 and 01GR0471 to E.E.W. and U.S.), Deutsche Forschungsgemeinschaft (SFB 577 and SFB618 to E.E.W.), the University of Ghent and the “Fonds Wetenschappelijk Onderzoek–Vlaanderen” (FWO-V) G.0031.06 (GOA12051401 to J. Tavernier) and the National Cancer Institute of Canada (to C.B.). I.L. is a postdoctoral fellow with the FWO-V. M.V. is a “Chercheur Qualifié Honoraire” from the Fonds de la Recherche Scientifique (French Community of Belgium).
Author information
Author notes
- Kavitha Venkatesan, Jean-François Rual, Kathrin Heinzmann, Sebiha Cevik, Christophe Simon, Heather Borick, Niels Klitgord, Maciej Lalowski & Albert-László Barabási
Present address: Present addresses: Novartis Institutes for Biomedical Research, 250 Massachusetts Avenue, Cambridge, Massachusetts 02139, USA (K.V.), Department of Cell Biology, Harvard Medical School, 240 Longwood Avenue, Boston, Massachusetts 02115, USA (J.-F.R.), Centre for Cancer Therapeutics, The Institute of Cancer Research, 15 Cotswold Road, Sutton, SM2 5NG, UK (K.H.), University College Dublin, School of Biomolecular and Biomedical Science, Belfield, Dublin 4, Ireland (S.C.), Genome Exploration Research Group, RIKEN Genomic Sciences Center, 1-7-22 Suehiro-cho, Tsurumi-ku, Yokohama, Kanagawa 230-0045, Japan (C.S.), Department of Biological Sciences, Clemson University, 132 Long Hall, Clemson, South Carolina 29634, USA (H.B.), Bioinformatics Program, Boston University, 24 Cummington Street, Boston, Massachusetts 02215, USA (N.K.), Protein Chemistry/Proteomics/Peptide Synthesis and Array Unit, Biomedicum Helsinki, University of Helsinki, Haartmaninkatu 8, FI-00014 Helsinki, Finland (M.L.) and Center for Complex Network Research and Departments of Physics, Biology and Computer Sciences, Northeastern University, 360 Huntington Avenue, Boston, Massachusetts 02115, USA (A.-L.B.)., - Kavitha Venkatesan, Jean-François Rual, Alexei Vazquez, Ulrich Stelzl and Irma Lemmens: These authors contributed equally to this work.
Authors and Affiliations
- Center for Cancer Systems Biology and Department of Cancer Biology, Dana-Farber Cancer Institute, 1 Jimmy Fund Way, Boston, 02115, Massachusetts, USA
Kavitha Venkatesan, Jean-François Rual, Alexei Vazquez, Tomoko Hirozane-Kishikawa, Tong Hao, Kwang-Il Goh, Muhammed A Yildirim, Nicolas Simonis, Kathrin Heinzmann, Fana Gebreab, Julie M Sahalie, Sebiha Cevik, Christophe Simon, Elizabeth Dann, Alex Smolyar, Haiyuan Yu, David Szeto, Heather Borick, Amélie Dricot, Niels Klitgord, Ryan R Murray, Chenwei Lin, Pascal Braun, Michael E Cusick, Frederick P Roth, David E Hill, Albert-László Barabási & Marc Vidal - Department of Genetics, Harvard Medical School, 77 Avenue Louis Pasteur, Boston, 02115, Massachusetts, USA
Kavitha Venkatesan, Jean-François Rual, Tomoko Hirozane-Kishikawa, Tong Hao, Muhammed A Yildirim, Nicolas Simonis, Kathrin Heinzmann, Fana Gebreab, Julie M Sahalie, Sebiha Cevik, Christophe Simon, Elizabeth Dann, Alex Smolyar, Haiyuan Yu, David Szeto, Heather Borick, Amélie Dricot, Niels Klitgord, Ryan R Murray, Chenwei Lin, Pascal Braun, Michael E Cusick, David E Hill & Marc Vidal - Center for Complex Network Research and Department of Physics, University of Notre Dame, 225 Nieuwland Science Hall, Notre Dame, 46556, Indiana, USA
Alexei Vazquez, Kwang-Il Goh & Albert-László Barabási - The Simons Center for Systems Biology, Institute for Advanced Study, Einstein Drive, Princeton, 08540, New Jersey, USA
Alexei Vazquez - Max Delbrück Center for Molecular Medicine, Robert-Roessle-Straße 10, Berlin, D-13125, Germany
Ulrich Stelzl, Martina Zenkner, Arunachalam Vinayagam, Maciej Lalowski, Jan Timm, Kirstin Rau & Erich E Wanker - Otto-Warburg Laboratory, Max Planck Institute for Molecular Genetics, Ihnestraße 63-73, Berlin, D-14195, Germany
Ulrich Stelzl - Department of Medical Protein Research, and Department of Biochemistry, Vlaams Instituut voor Biotechnologie, Faculty of Medicine and Health Sciences, Ghent University, Albert Baertsoenkaai 3, Ghent, 9000, Belgium
Irma Lemmens, Anne-Sophie de Smet & Jan Tavernier - Banting and Best Department of Medical Research and Department of Molecular Genetics, Terrence Donnelly Centre for Cellular and Biomolecular Research, University of Toronto, 160 College Street, Toronto, M5S 3E1, Ontario, Canada
Xiaofeng Xin & Charles Boone - Department of Physics, Korea University, 1 Anam-dong 5-ga, Seongbuk-gu, Seoul, 136-713, Korea
Kwang-Il Goh - School of Engineering and Applied Sciences, Harvard University, 29 Oxford Street, Cambridge, 02138, Massachusetts, USA
Muhammed A Yildirim - Department of Biochemistry and Molecular Pharmacology, Harvard Medical School, 250 Longwood Avenue, Boston, 02115, Massachusetts, USA
Frederick P Roth
Authors
- Kavitha Venkatesan
You can also search for this author inPubMed Google Scholar - Jean-François Rual
You can also search for this author inPubMed Google Scholar - Alexei Vazquez
You can also search for this author inPubMed Google Scholar - Ulrich Stelzl
You can also search for this author inPubMed Google Scholar - Irma Lemmens
You can also search for this author inPubMed Google Scholar - Tomoko Hirozane-Kishikawa
You can also search for this author inPubMed Google Scholar - Tong Hao
You can also search for this author inPubMed Google Scholar - Martina Zenkner
You can also search for this author inPubMed Google Scholar - Xiaofeng Xin
You can also search for this author inPubMed Google Scholar - Kwang-Il Goh
You can also search for this author inPubMed Google Scholar - Muhammed A Yildirim
You can also search for this author inPubMed Google Scholar - Nicolas Simonis
You can also search for this author inPubMed Google Scholar - Kathrin Heinzmann
You can also search for this author inPubMed Google Scholar - Fana Gebreab
You can also search for this author inPubMed Google Scholar - Julie M Sahalie
You can also search for this author inPubMed Google Scholar - Sebiha Cevik
You can also search for this author inPubMed Google Scholar - Christophe Simon
You can also search for this author inPubMed Google Scholar - Anne-Sophie de Smet
You can also search for this author inPubMed Google Scholar - Elizabeth Dann
You can also search for this author inPubMed Google Scholar - Alex Smolyar
You can also search for this author inPubMed Google Scholar - Arunachalam Vinayagam
You can also search for this author inPubMed Google Scholar - Haiyuan Yu
You can also search for this author inPubMed Google Scholar - David Szeto
You can also search for this author inPubMed Google Scholar - Heather Borick
You can also search for this author inPubMed Google Scholar - Amélie Dricot
You can also search for this author inPubMed Google Scholar - Niels Klitgord
You can also search for this author inPubMed Google Scholar - Ryan R Murray
You can also search for this author inPubMed Google Scholar - Chenwei Lin
You can also search for this author inPubMed Google Scholar - Maciej Lalowski
You can also search for this author inPubMed Google Scholar - Jan Timm
You can also search for this author inPubMed Google Scholar - Kirstin Rau
You can also search for this author inPubMed Google Scholar - Charles Boone
You can also search for this author inPubMed Google Scholar - Pascal Braun
You can also search for this author inPubMed Google Scholar - Michael E Cusick
You can also search for this author inPubMed Google Scholar - Frederick P Roth
You can also search for this author inPubMed Google Scholar - David E Hill
You can also search for this author inPubMed Google Scholar - Jan Tavernier
You can also search for this author inPubMed Google Scholar - Erich E Wanker
You can also search for this author inPubMed Google Scholar - Albert-László Barabási
You can also search for this author inPubMed Google Scholar - Marc Vidal
You can also search for this author inPubMed Google Scholar
Contributions
K.V., J.-F.R., A. Vazquez, U.S., I.L., J. Tavernier, E.E.W., A.-L.B. and M.V. conceived the project. K.V., J.-F.R., A. Vazquez, U.S. and I.L. coordinated the experiments and data analyses. J.-F.R., U.S., T.H.-K., M.Z., X.X., K.H., F.G., J.M.S., P.B., H.Y., S.C., C.S., E.D., J. Timm, K.R. and C.B. conducted the Y2H experiments. J.-F.R., T.H.-K. and C.S. conducted the high-throughput ORF cloning for MAPPIT experiments. I.L. and A.-S.d.S. conducted the MAPPIT experiments. K.V., A. Vazquez, T.H., K.-I.G., M.A.Y., A. Vinayagam, N.S., N.K., C.L., M.L. and F.P.R. conducted the computational and statistical analyses. M.E.C., A.S., H.B., J.-F.R. and K.V. conducted the literature-curated interaction recuration analyses. D.S., A.D. and R.R.M. provided laboratory support. K.V., J.-F.R., A. Vazquez, U.S., I.L., M.E.C., D.E.H., J. Tavernier, E.E.W., A.-L.B. and M.V. wrote the manuscript. D.E.H, J. Tavernier, E.E.W., A.-L.B. and M.V. codirected the project.
Corresponding authors
Correspondence toJan Tavernier, Erich E Wanker, Albert-László Barabási or Marc Vidal.
Supplementary information
Supplementary Text and Figures
Supplementary Figure 1; Supplementary Tables 2,3,5; Supplementary Data 1–4; Supplementary Methods (PDF 2639 kb)
Supplementary Table 1
List of interactions in various datasets used in pair wise test experiments using MAPPIT and Y2H-CCSB assays (XLS 144 kb)
Supplementary Table 4
Scores for the Y2H-CCSB and MAPPIT experiments on the hsPRS-v1 and hsRRS-v1 to compute assay sensitivity and background positive rate and scores on subsets of the LC, MDC-HI1 and CCSB-HI1 interaction datasets (XLS 78 kb)
Supplementary Table 6
Identity of the ORFs making up the Y2H-CCSB repeat screens (XLS 396 kb)
Supplementary Table 7
Interactions found in the Y2H-CCSB repeat screens (XLS 69 kb)
Supplementary Table 8
Interactions found in the Y2H-CCSB repeat screens reported according to MIMIX specifications (XLS 207 kb)
Supplementary Table 9
Identity of the ORFs making up the MDC-HI1 search space (space II) (XLS 159 kb)
Rights and permissions
About this article
Cite this article
Venkatesan, K., Rual, JF., Vazquez, A. et al. An empirical framework for binary interactome mapping.Nat Methods 6, 83–90 (2009). https://doi.org/10.1038/nmeth.1280
- Received: 04 June 2008
- Accepted: 10 November 2008
- Published: 07 December 2008
- Issue Date: January 2009
- DOI: https://doi.org/10.1038/nmeth.1280