Current Approaches Toward Quantitative Mapping of the Interactome

Protein–protein interactions (PPIs) play a key role in many, if not all, cellular processes. Disease is often caused by perturbation of PPIs, as recently indicated by studies of missense mutations. To understand the associations of proteins and to unravel the global picture of PPIs in the cell, different experimental detection techniques for PPIs have been established. Genetic and biochemical methods such as the yeast two-hybrid system or affinity purification-based approaches are well suited to high-throughput, proteome-wide screening and are mainly used to obtain qualitative results. However, they have been criticized for not reflecting the cellular situation or the dynamic nature of PPIs. In this review, we provide an overview of various genetic methods that go beyond qualitative detection and allow quantitative measuring of PPIs in mammalian cells, such as dual luminescence-based co-immunoprecipitation, Förster resonance energy transfer or luminescence-based mammalian interactome mapping with bait control. We discuss the strengths and weaknesses of different techniques and their potential applications in biomedical research.

[1]  Tony Pawson,et al.  The mammalian-membrane two-hybrid assay (MaMTH) for probing membrane-protein interactions in human cells , 2014, Nature Methods.

[2]  Konrad Klockmeier,et al.  DULIP: A Dual Luminescence-Based Co-Immunoprecipitation Assay for Interactome Mapping in Mammalian Cells. , 2015, Journal of molecular biology.

[3]  J. Pines,et al.  A quantitative protocol for dynamic measurements of protein interactions by Förster resonance energy transfer-sensitized fluorescence emission , 2009, Journal of The Royal Society Interface.

[4]  S. Schreiber,et al.  Printing proteins as microarrays for high-throughput function determination. , 2000, Science.

[5]  A. Periasamy,et al.  Förster resonance energy transfer microscopy and spectroscopy for localizing protein–protein interactions in living cells , 2013, Cytometry. Part A : the journal of the International Society for Analytical Cytology.

[6]  U. Landegren,et al.  Protein detection using proximity-dependent DNA ligation assays , 2002, Nature Biotechnology.

[7]  J. O’Bryan,et al.  Bimolecular fluorescence complementation. , 2011, Journal of visualized experiments : JoVE.

[8]  B. Khandheria Noninvasive imaging. , 2005, Journal of the American College of Cardiology.

[9]  Eric Wei,et al.  Expanding applications of protein analysis using proximity ligation and qPCR. , 2010, Methods.

[10]  M. Kaksonen,et al.  Quantification of cytosolic interactions identifies Ede1 oligomers as key organizers of endocytosis , 2014, Molecular systems biology.

[11]  Y. Umezawa,et al.  Locating a protein-protein interaction in living cells via split Renilla luciferase complementation. , 2003, Analytical chemistry.

[12]  Gemma Navarro,et al.  Detection of heteromerization of more than two proteins by sequential BRET-FRET , 2008, Nature Methods.

[13]  P S Pine,et al.  Epitope mapping by photobleaching fluorescence resonance energy transfer measurements using a laser scanning microscope system. , 1992, Biophysical journal.

[14]  T. Wohland,et al.  Determination of dissociation constants in living zebrafish embryos with single wavelength fluorescence cross-correlation spectroscopy. , 2009, Biophysical journal.

[15]  P. Schwille,et al.  Fluorescence correlation spectroscopy: principles and applications. , 2014, Cold Spring Harbor protocols.

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

[17]  Jonathan G. Lees,et al.  Transient protein-protein interactions: structural, functional, and network properties. , 2010, Structure.

[18]  Bonnie Berger,et al.  A Quantitative Chaperone Interaction Network Reveals the Architecture of Cellular Protein Homeostasis Pathways , 2014, Cell.

[19]  Gavin MacBeath,et al.  Dissecting protein function and signaling using protein microarrays. , 2009, Current opinion in chemical biology.

[20]  Brock F. Binkowski,et al.  NanoLuc Complementation Reporter Optimized for Accurate Measurement of Protein Interactions in Cells. , 2016, ACS chemical biology.

[21]  Leigh A. Stoddart,et al.  Fluorescence‐ and bioluminescence‐based approaches to study GPCR ligand binding , 2015, British journal of pharmacology.

[22]  Yifeng Li Commonly used tag combinations for tandem affinity purification , 2010, Biotechnology and applied biochemistry.

[23]  T. Zal,et al.  Photobleaching-corrected FRET efficiency imaging of live cells. , 2004, Biophysical journal.

[24]  Richard N. Day,et al.  Fluorescent proteins for FRET microscopy: Monitoring protein interactions in living cells , 2012, BioEssays : news and reviews in molecular, cellular and developmental biology.

[25]  P. Selvin Fluorescence resonance energy transfer. , 1995, Methods in enzymology.

[26]  Fan Yang,et al.  Application of fluorescence resonance energy transfer in protein studies. , 2014, Journal of molecular structure.

[27]  P. Schwille,et al.  Fluorescence cross-correlation spectroscopy in living cells , 2006, Nature Methods.

[28]  Matthias Heinig,et al.  Quantitative Interaction Proteomics of Neurodegenerative Disease Proteins , 2015, Cell reports.

[29]  Susan Lindquist,et al.  Quantitative Analysis of Hsp90-Client Interactions Reveals Principles of Substrate Recognition , 2012, Cell.

[30]  Janghoo Lim,et al.  Opposing effects of polyglutamine expansion on native protein complexes contribute to SCA1 , 2008, Nature.

[31]  K. Luger,et al.  Fluorescence strategies for high-throughput quantification of protein interactions , 2011, Nucleic acids research.

[32]  A. Varshavsky,et al.  Split ubiquitin as a sensor of protein interactions in vivo. , 1994, Proceedings of the National Academy of Sciences of the United States of America.

[33]  Y. Harada,et al.  Quantitative In Vivo Fluorescence Cross-Correlation Analyses Highlight the Importance of Competitive Effects in the Regulation of Protein-Protein Interactions , 2014, Molecular and Cellular Biology.

[34]  U. Landegren,et al.  High Content Screening for Inhibitors of Protein Interactions and Post-translational Modifications in Primary Cells by Proximity Ligation* , 2009, Molecular & Cellular Proteomics.

[35]  M. Ogiue-Ikeda,et al.  SH2-PLA: a sensitive in-solution approach for quantification of modular domain binding by proximity ligation and real-time PCR , 2015, BMC Biotechnology.

[36]  J. Lakowicz Principles of fluorescence spectroscopy , 1983 .

[37]  T. Kerppola,et al.  Visualization of molecular interactions by fluorescence complementation , 2006, Nature Reviews Molecular Cell Biology.

[38]  T. Kerppola,et al.  Bimolecular fluorescence complementation (BiFC) analysis as a probe of protein interactions in living cells. , 2008, Annual review of biophysics.

[39]  Horst Wallrabe,et al.  Imaging protein molecules using FRET and FLIM microscopy. , 2005, Current opinion in biotechnology.

[40]  H. Kim,et al.  High-Throughput Fluorometric Assay for Membrane-Protein Interaction. , 2016, Methods in molecular biology.

[41]  F. Ciruela,et al.  Lighting up multiprotein complexes: lessons from GPCR oligomerization. , 2010, Trends in biotechnology.

[42]  Lei Wang,et al.  A versatile platform to analyze low-affinity and transient protein-protein interactions in living cells in real time. , 2014, Cell reports.

[43]  H. Lehrach,et al.  A Human Protein-Protein Interaction Network: A Resource for Annotating the Proteome , 2005, Cell.

[44]  Laura Martínez-Muñoz,et al.  CCR5/CD4/CXCR4 oligomerization prevents HIV-1 gp120IIIB binding to the cell surface , 2014, Proceedings of the National Academy of Sciences.

[45]  Naohiro Kato Luciferase and Bioluminescence Microscopy for Analyses of Membrane Dynamics in Living Cells , 2012 .

[46]  L. Regan,et al.  Antiparallel Leucine Zipper-Directed Protein Reassembly: Application to the Green Fluorescent Protein , 2000 .

[47]  Natasa Przulj,et al.  High-Throughput Mapping of a Dynamic Signaling Network in Mammalian Cells , 2005, Science.

[48]  W. Huh,et al.  In vivo quantification of protein-protein interactions in Saccharomyces cerevisiae using bimolecular fluorescence complementation assay. , 2010, Journal of microbiological methods.

[49]  S S Gambhir,et al.  Monitoring protein-protein interactions using split synthetic renilla luciferase protein-fragment-assisted complementation. , 2003, Analytical chemistry.

[50]  L. Corbo,et al.  Proximity ligation assay to detect and localize the interactions of ERα with PI3-K and Src in breast cancer cells and tumor samples. , 2014, Methods in molecular biology.

[51]  Julian Mintseris,et al.  A Protein Complex Network of Drosophila melanogaster , 2011, Cell.

[52]  Karl-Johan Leuchowius,et al.  Proximity ligation assays: a recent addition to the proteomics toolbox , 2010, Expert review of proteomics.

[53]  Q. Morris,et al.  Application of an integrated physical and functional screening approach to identify inhibitors of the Wnt pathway , 2009, Molecular systems biology.

[54]  S. Fields,et al.  Protein-protein interactions: methods for detection and analysis , 1995, Microbiological reviews.

[55]  Bridget E. Begg,et al.  A Proteome-Scale Map of the Human Interactome Network , 2014, Cell.

[56]  István A. Kovács,et al.  Widespread Macromolecular Interaction Perturbations in Human Genetic Disorders , 2015, Cell.

[57]  Yutaka Kodama,et al.  Bimolecular fluorescence complementation (BiFC): a 5-year update and future perspectives. , 2012, BioTechniques.

[58]  J. Hepler,et al.  Bioluminescence resonance energy transfer to detect protein-protein interactions in live cells. , 2015, Methods in molecular biology.

[59]  Matthias Selbach,et al.  Quantitative affinity purification mass spectrometry: a versatile technology to study protein–protein interactions , 2015, Front. Genet..

[60]  Junjie Chen,et al.  From pathways to networks: Connecting dots by establishing protein–protein interaction networks in signaling pathways using affinity purification and mass spectrometry , 2015, Proteomics.

[61]  Ammasi Periasamy,et al.  Illuminating protein interactions in tissue using confocal and two-photon excitation fluorescent resonance energy transfer microscopy. , 2003, Journal of biomedical optics.

[62]  Yutaka Kodama,et al.  An improved bimolecular fluorescence complementation assay with a high signal-to-noise ratio. , 2010, BioTechniques.

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

[64]  Clemens F Kaminski,et al.  A Method to Quantify FRET Stoichiometry with Phasor Plot Analysis and Acceptor Lifetime Ingrowth , 2015, Biophysical journal.

[65]  J. Swanson,et al.  Fluorescence resonance energy transfer-based stoichiometry in living cells. , 2002, Biophysical journal.

[66]  R. Clegg,et al.  Spectral resolution in conjunction with polar plots improves the accuracy and reliability of FLIM measurements and estimates of FRET efficiency , 2011, Journal of microscopy.

[67]  J. Franck,et al.  Über Zerlegung von Wasserstoffmolekülen durch angeregte Quecksilberatome , 1922 .

[68]  S S Gambhir,et al.  Noninvasive imaging of protein–protein interactions in living subjects by using reporter protein complementation and reconstitution strategies , 2002, Proceedings of the National Academy of Sciences of the United States of America.

[69]  Charlotte Guldborg Nyvold,et al.  Sensitive ligand-based protein quantification using immuno-PCR: A critical review of single-probe and proximity ligation assays. , 2014, BioTechniques.

[70]  A. Barabasi,et al.  High-Quality Binary Protein Interaction Map of the Yeast Interactome Network , 2008, Science.

[71]  Bernhard Hochreiter,et al.  Fluorescent Proteins as Genetically Encoded FRET Biosensors in Life Sciences , 2015, Sensors.

[72]  A. Marcus,et al.  Förster resonance energy transfer (FRET) microscopy for monitoring biomolecular interactions. , 2015, Methods in molecular biology.

[73]  P. Schwille,et al.  Dual-color fluorescence cross-correlation spectroscopy for multicomponent diffusional analysis in solution. , 1997, Biophysical journal.

[74]  K. Eidne,et al.  Illuminating insights into protein-protein interactions using bioluminescence resonance energy transfer (BRET) , 2006, Nature Methods.

[75]  R. Pacchiana,et al.  Combining immunofluorescence with in situ proximity ligation assay: a novel imaging approach to monitor protein–protein interactions in relation to subcellular localization , 2014, Histochemistry and Cell Biology.

[76]  S. Michnick,et al.  A highly sensitive protein-protein interaction assay based on Gaussia luciferase , 2006, Nature Methods.

[77]  F. Avilés,et al.  Detection of transient protein–protein interactions by bimolecular fluorescence complementation: The Abl‐SH3 case , 2007, Proteomics.

[78]  B. Herman,et al.  Quantitative fluorescence resonance energy transfer measurements using fluorescence microscopy. , 1998, Biophysical journal.

[79]  U. Landegren,et al.  Direct observation of individual endogenous protein complexes in situ by proximity ligation , 2006, Nature Methods.

[80]  Thorsten Wohland,et al.  Recent applications of fluorescence correlation spectroscopy in live systems , 2014, FEBS letters.

[81]  Steven S Vogel,et al.  Measurement of FRET efficiency and ratio of donor to acceptor concentration in living cells. , 2006, Biophysical journal.

[82]  Aaron S. Gajadhar,et al.  A proximity ligation assay using transiently transfected, epitope-tagged proteins: application for in situ detection of dimerized receptor tyrosine kinases. , 2010, BioTechniques.

[83]  W. Webb,et al.  Fluorescence correlation spectroscopy. II. An experimental realization , 1974, Biopolymers.

[84]  W. Huh,et al.  Bimolecular Fluorescence Complementation (BiFC) Analysis: Advances and Recent Applications for Genome-Wide Interaction Studies. , 2015, Journal of molecular biology.

[85]  L. Hunyady,et al.  Improved Methodical Approach for Quantitative BRET Analysis of G Protein Coupled Receptor Dimerization , 2014, PloS one.

[86]  W. Huh,et al.  Genome-wide bimolecular fluorescence complementation analysis of SUMO interactome in yeast , 2013, Genome research.

[87]  Qiuxia Fu,et al.  Relative Quantification of Protein-Protein Interactions Using a Dual Luciferase Reporter Pull-Down Assay System , 2011, PloS one.

[88]  F. Hamdan,et al.  Monitoring Protein‐Protein Interactions in Living Cells by Bioluminescence Resonance Energy Transfer (BRET) , 2006, Current protocols in neuroscience.