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Li H, Watson A, Olechwier A, Anaya M, Sorooshyari SK, Harnett DP, Lee HKP, Vielmetter J, Fares MA, Garcia KC, Özkan E, Labrador JP, Zinn K. Deconstruction of the beaten Path-Sidestep interaction network provides insights into neuromuscular system development. eLife 2017; 6:28111. [PMID: 28829740 PMCID: PMC5578738 DOI: 10.7554/elife.28111] [Citation(s) in RCA: 41] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2017] [Accepted: 07/28/2017] [Indexed: 12/16/2022] Open
Abstract
An ‘interactome’ screen of all Drosophila cell-surface and secreted proteins containing immunoglobulin superfamily (IgSF) domains discovered a network formed by paralogs of Beaten Path (Beat) and Sidestep (Side), a ligand-receptor pair that is central to motor axon guidance. Here we describe a new method for interactome screening, the Bio-Plex Interactome Assay (BPIA), which allows identification of many interactions in a single sample. Using the BPIA, we ‘deorphanized’ four more members of the Beat-Side network. We confirmed interactions using surface plasmon resonance. The expression patterns of beat and side genes suggest that Beats are neuronal receptors for Sides expressed on peripheral tissues. side-VI is expressed in muscle fibers targeted by the ISNb nerve, as well as at growth cone choice points and synaptic targets for the ISN and TN nerves. beat-V genes, encoding Side-VI receptors, are expressed in ISNb and ISN motor neurons. Within every organ of the body, cells must be able to recognise and communicate with one another in order to work together to perform a particular role. Each cell has a specific protein on its surface that acts like a molecular identity card, and which can form weak bonds with a complementary protein on another cell. There are thousands of different cell surface proteins, and the interactions between them – known collectively as the interactome – dictate the how cells interact with one another. Many cell surface proteins are similar across species. Humans and fruit flies, for example, both possess a family of cell surface proteins that contain a region called the Immunoglobulin Superfamily domain. This family can be further divided into subfamilies, two of which are known as “Beats” and “Sides” for short. As the nervous system develops, nerve cells carrying a particular Beat protein interact with nerve or muscle cells carrying a corresponding Side protein. Yet while experiments have matched up many Beats and Sides, the partners of others remain unknown. Li et al. have now developed a new technique called the Bio-Plex Interactome Assay to rapidly screen for interactions between multiple cell surface proteins in a single sample. Applying the technique to cells from fruit flies revealed new binding partners within the Beats and the Sides. After verifying several of these interactions, Li et al. explored the role of various Beats and Sides in the developing nervous system of fruit fly embryos by mapping the cells that display them on their surfaces. This increased knowledge of the Beat-Side binding network should provide further insights into how connections form between nerve cells. The new screening technique could also eventually be used to map the cell surface protein interactome in humans. A number of key drugs, including the breast cancer drug Herceptin, target cell surface proteins. Identifying interactions among cell surface proteins could thus provide additional leads for developing new therapies.
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Affiliation(s)
- Hanqing Li
- Division of Biology and Biological Engineering, California Institute of Technology, Pasadena, United States
| | - Ash Watson
- Smurfit Institute of Genetics, Trinity College Dublin, Dublin, Ireland.,Institute of Neuroscience, Trinity College Dublin, University of Dublin, Dublin, Ireland
| | - Agnieszka Olechwier
- Department of Biochemistry and Molecular Biology, University of Chicago, Chicago, United States
| | - Michael Anaya
- Division of Biology and Biological Engineering, California Institute of Technology, Pasadena, United States
| | | | - Dermott P Harnett
- Smurfit Institute of Genetics, Trinity College Dublin, Dublin, Ireland.,Institute of Neuroscience, Trinity College Dublin, University of Dublin, Dublin, Ireland
| | - Hyung-Kook Peter Lee
- Division of Biology and Biological Engineering, California Institute of Technology, Pasadena, United States
| | - Jost Vielmetter
- Division of Biology and Biological Engineering, California Institute of Technology, Pasadena, United States
| | - Mario A Fares
- Smurfit Institute of Genetics, Trinity College Dublin, Dublin, Ireland.,Department of Abiotic Stress, Group of Integrative and Systems Biology, Instituto de Biología Molecular y Celular de Plantas (CSIC-Universidad Politécnica de Valencia), Valencia, Spain
| | - K Christopher Garcia
- Department of Molecular and Cellular Physiology, Howard Hughes Medical Institute, Stanford University School of Medicine, Stanford, United States.,Department of Structural Biology, Howard Hughes Medical Institute, Stanford University School of Medicine, Stanford, United States
| | - Engin Özkan
- Department of Biochemistry and Molecular Biology, University of Chicago, Chicago, United States
| | - Juan-Pablo Labrador
- Smurfit Institute of Genetics, Trinity College Dublin, Dublin, Ireland.,Institute of Neuroscience, Trinity College Dublin, University of Dublin, Dublin, Ireland
| | - Kai Zinn
- Division of Biology and Biological Engineering, California Institute of Technology, Pasadena, United States
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Broger T, Basu Roy R, Filomena A, Greef CH, Rimmele S, Havumaki J, Danks D, Schneiderhan-Marra N, Gray CM, Singh M, Rosenkrands I, Andersen P, Husar GM, Joos TO, Gennaro ML, Lochhead MJ, Denkinger CM, Perkins MD. Diagnostic Performance of Tuberculosis-Specific IgG Antibody Profiles in Patients with Presumptive Tuberculosis from Two Continents. Clin Infect Dis 2017; 64:947-955. [PMID: 28362937 PMCID: PMC5848306 DOI: 10.1093/cid/cix023] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2016] [Accepted: 01/12/2017] [Indexed: 12/11/2022] Open
Abstract
BACKGROUND Development of rapid diagnostic tests for tuberculosis is a global priority. A whole proteome screen identified Mycobacterium tuberculosis antigens associated with serological responses in tuberculosis patients. We used World Health Organization (WHO) target product profile (TPP) criteria for a detection test and triage test to evaluate these antigens. METHODS Consecutive patients presenting to microscopy centers and district hospitals in Peru and to outpatient clinics at a tuberculosis reference center in Vietnam were recruited. We tested blood samples from 755 HIV-uninfected adults with presumptive pulmonary tuberculosis to measure IgG antibody responses to 57 M. tuberculosis antigens using a field-based multiplexed serological assay and a 132-antigen bead-based reference assay. We evaluated single antigen performance and models of all possible 3-antigen combinations and multiantigen combinations. RESULTS Three-antigen and multiantigen models performed similarly and were superior to single antigens. With specificity set at 90% for a detection test, the best sensitivity of a 3-antigen model was 35% (95% confidence interval [CI], 31-40). With sensitivity set at 85% for a triage test, the specificity of the best 3-antigen model was 34% (95% CI, 29-40). The reference assay also did not meet study targets. Antigen performance differed significantly between the study sites for 7/22 of the best-performing antigens. CONCLUSIONS Although M. tuberculosis antigens were recognized by the IgG response during tuberculosis, no single antigen or multiantigen set performance approached WHO TPP criteria for clinical utility among HIV-uninfected adults with presumed tuberculosis in high-volume, urban settings in tuberculosis-endemic countries.
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Affiliation(s)
| | | | - Angela Filomena
- Natural and Medical Sciences Institute at the University of Tübingen, Reutlingen, Germany
| | | | - Stefanie Rimmele
- Natural and Medical Sciences Institute at the University of Tübingen, Reutlingen, Germany
| | | | - David Danks
- Department of Philosophy, Carnegie Mellon University, Pittsburgh, Pennsylvania
| | | | | | | | | | | | | | - Thomas O Joos
- Natural and Medical Sciences Institute at the University of Tübingen, Reutlingen, Germany
| | - Maria L Gennaro
- Public Health Research Institute, Rutgers New Jersey Medical School, New Brunswick
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Groll N, Emele F, Poetz O, Rothbauer U. Towards multiplexed protein-protein interaction analysis using protein tag-specific nanobodies. J Proteomics 2015; 127:289-99. [PMID: 25937269 DOI: 10.1016/j.jprot.2015.04.017] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2015] [Revised: 03/27/2015] [Accepted: 04/14/2015] [Indexed: 01/28/2023]
Abstract
UNLABELLED Dynamic protein-protein interactions (PPIs) are an integral part of cellular processes. The discovery of modulators that disrupt or stabilize such interactions is highly important to understand PPIs and address correlating diseases. Bead-based protein assays analyzing PPIs between bait- and prey-proteins exemplify emerging methodologies. To date, most studies employ purified bait-proteins from bacteria. Such proteins are of limited use as they do not undergo eukaryotic folding and lack posttranslational modifications. Here, we present a novel method to generate bead-based protein arrays combining μ-scale purification of bait-proteins combined with site-directed immobilization. First, we express individual bait-proteins as GST- or GFP-fusion constructs in bacterial and mammalian cells. Next, we purify and immobilize these bait-proteins from crude lysates using high affinity tag-specific nanobodies coupled to color-coded beads. Finally, we combined those bait-coupled beads in a protein-array for miniaturized multiplexed GST- and GFP pulldown studies. In a proof-of-principle we study dynamic changes of the endogenous prey-protein β-catenin following proteasomal inhibition or signaling pathway perturbation. Our strategy enables a fast isolation of highly pure and stable bait-proteins derived from small-scale expression cultures. We propose that this approach enables the generation of bead-based protein arrays comprising hundreds of bait-proteins from different expression systems to study complex PPIs. BIOLOGICAL SIGNIFICANCE Protein arrays and multiplexed sandwich immunoassays, are widely applied to study protein-protein interaction or to investigate the signaling status of stimulated cells. This study describes for the first time the application of tag-specific nanobodies for site directed immobilization of bait-proteins from different expression systems to generate bead based protein arrays. The analysis of the Wnt-pathway activation by multiplexed μ-scale pulldowns demonstrated the advantages of eukaryotic expression systems regarding the stability and binding properties of individual bait proteins. This article is part of a Special Issue entitled: HUPO 2014.
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Affiliation(s)
- Nicola Groll
- Natural and Medical Sciences Institute at the University of Tuebingen, Reutlingen, Germany
| | - Felix Emele
- Pharmaceutical Biotechnology, Eberhard Karls University, Tuebingen, Germany
| | - Oliver Poetz
- Natural and Medical Sciences Institute at the University of Tuebingen, Reutlingen, Germany.
| | - Ulrich Rothbauer
- Natural and Medical Sciences Institute at the University of Tuebingen, Reutlingen, Germany; Pharmaceutical Biotechnology, Eberhard Karls University, Tuebingen, Germany.
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González-Andrade M, Mata R, Madariaga-Mazón A, Rodríguez-Sotres R, Del Pozo-Yauner L, Sosa-Peinado A. Importance of the interaction protein-protein of the CaM-PDE1A and CaM-MLCK complexes in the development of new anti-CaM drugs. J Mol Recognit 2013; 26:165-74. [PMID: 23456740 DOI: 10.1002/jmr.2261] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2012] [Revised: 11/16/2012] [Accepted: 12/12/2012] [Indexed: 11/07/2022]
Abstract
Protein-protein interactions play central roles in physiological and pathological processes. The bases of the mechanisms of drug action are relevant to the discovery of new therapeutic targets. This work focuses on understanding the interactions in protein-protein-ligands complexes, using proteins calmodulin (CaM), human calcium/calmodulin-dependent 3',5'-cyclic nucleotide phosphodiesterase 1A active human (PDE1A), and myosin light chain kinase (MLCK) and ligands αII-spectrin peptide (αII-spec), and two inhibitors of CaM (chlorpromazine (CPZ) and malbrancheamide (MBC)). The interaction was monitored with a fluorescent biosensor of CaM (hCaM M124C-mBBr). The results showed changes in the affinity of CPZ and MBC depending on the CaM-protein complex under analysis. For the Ca(2+) -CaM, Ca(2+) -CaM-PDE1A, and Ca(2+) -CaM-MLCK complexes, CPZ apparent dissociation constants (Kds ) were 1.11, 0.28, and 0.55 μM, respectively; and for MBC Kds were 1.43, 1.10, and 0.61 μM, respectively. In competition experiments the addition of calmodulin binding peptide 1 (αII-spec) to Ca(2+) -hCaM M124C-mBBr quenched the fluorescence (Kd = 2.55 ± 1.75 pM) and the later addition of MBC (up to 16 μM) did not affect the fluorescent signal. Instead, the additions of αII-spec to a preformed Ca(2+) -hCaM M124C-mBBr-MBC complex modified the fluorescent signal. However, MBC was able to displace the PDE1A and MLCK from its complex with Ca(2+) -CaM. In addition, docking studies were performed for all complexes with both ligands showing an excellent correlation with experimental data. These experiments may help to explain why in vivo many CaM drugs target prefer only a subset of the Ca(2+) -CaM regulated proteins and adds to the understanding of molecular interactions between protein complexes and small ligands.
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Schmohl M, Rimmele S, Gierschik P, Joos TO, Schneiderhan-Marra N. Functional analysis of Rho GTPase activation and inhibition in a bead-based miniaturized format. Methods Mol Biol 2012; 827:271-82. [PMID: 22144281 DOI: 10.1007/978-1-61779-442-1_18] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/09/2023]
Abstract
Extensive knowledge about protein-protein interactions is fundamental to fully understand signaling pathways and for the development of new drugs. Rho GTPases are key molecules in cellular signaling processes and their deregulation is implicated in the development of a variety of diseases such as neurofibromatosis type 2 and cancer. Here, we describe a bead-based protein-protein interaction assay for overexpressed HA-tagged Rho GTPases to study the GTPγS-dependent interaction with the regulatory protein RhoGDIα. This assay provides a useful tool for the analysis of both macromolecular and small molecule activators and inhibitors of the protein-protein interactions of Rho GTPases with their regulatory proteins in a multiplexed miniaturized format.
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Affiliation(s)
- Michael Schmohl
- Department of Biochemistry, NMI Natural and Medical Sciences Institute at the University of Tübingen, Reutlingen, Germany
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