Multiplex single-molecule interaction profiling of DNA-barcoded proteins

In contrast with advances in massively parallel DNA sequencing, high-throughput protein analyses are often limited by ensemble measurements, individual analyte purification and hence compromised quality and cost-effectiveness. Single-molecule protein detection using optical methods is limited by the number of spectrally non-overlapping chromophores. Here we introduce a single-molecular-interaction sequencing (SMI-seq) technology for parallel protein interaction profiling leveraging single-molecule advantages. DNA barcodes are attached to proteins collectively via ribosome display or individually via enzymatic conjugation. Barcoded proteins are assayed en masse in aqueous solution and subsequently immobilized in a polyacrylamide thin film to construct a random single-molecule array, where barcoding DNAs are amplified into in situ polymerase colonies (polonies) and analysed by DNA sequencing. This method allows precise quantification of various proteins with a theoretical maximum array density of over one million polonies per square millimetre. Furthermore, protein interactions can be measured on the basis of the statistics of colocalized polonies arising from barcoding DNAs of interacting proteins. Two demanding applications, G-protein coupled receptor and antibody-binding profiling, are demonstrated. SMI-seq enables ‘library versus library’ screening in a one-pot assay, simultaneously interrogating molecular binding affinity and specificity.

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

[2]  I. Vetter,et al.  The Guanine Nucleotide-Binding Switch in Three Dimensions , 2001, Science.

[3]  J Janácek,et al.  Statistical evaluation of colocalization patterns in immunogold labeling experiments. , 2000, Journal of structural biology.

[4]  S. Sligar,et al.  Directed self-assembly of monodisperse phospholipid bilayer Nanodiscs with controlled size. , 2004, Journal of the American Chemical Society.

[5]  A. Wittinghofer,et al.  Quantitative structure-activity analysis correlating Ras/Raf interaction in vitro to Raf activation in vivo , 1996, Nature Structural Biology.

[6]  Ronald W. Barrett,et al.  Small Peptides as Potent Mimetics of the Protein Hormone Erythropoietin , 1996, Science.

[7]  S. Sligar,et al.  Functional reconstitution of Beta2-adrenergic receptors utilizing self-assembling Nanodisc technology. , 2006, BioTechniques.

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

[9]  David E Hill,et al.  High-quality binary interactome mapping. , 2010, Methods in enzymology.

[10]  M. Snyder,et al.  Analyzing antibody specificity with whole proteome microarrays , 2003, Nature Biotechnology.

[11]  K. Johnsson,et al.  A yeast-based screen reveals that sulfasalazine inhibits tetrahydrobiopterin biosynthesis. , 2011, Nature chemical biology.

[12]  John P. Overington,et al.  How many drug targets are there? , 2006, Nature Reviews Drug Discovery.

[13]  G. Church,et al.  In situ localized amplification and contact replication of many individual DNA molecules. , 1999, Nucleic acids research.

[14]  Hanlee P. Ji,et al.  Next-generation DNA sequencing , 2008, Nature Biotechnology.

[15]  Protein interaction discovery using parallel analysis of translated ORFs (PLATO) , 2013, Nature Biotechnology.

[16]  R. Lefkowitz,et al.  The role of beta-arrestins in the termination and transduction of G-protein-coupled receptor signals. , 2002, Journal of cell science.

[17]  Agrobacterium tumefaciens-mediated transformation of filamentous fungi , 1998, Nature Biotechnology.

[18]  Nancy F. Hansen,et al.  Accurate Whole Human Genome Sequencing using Reversible Terminator Chemistry , 2008, Nature.

[19]  P. Bork,et al.  Functional organization of the yeast proteome by systematic analysis of protein complexes , 2002, Nature.

[20]  Brian T DeVree,et al.  Calcium-dependent ligand binding and G-protein signaling of family B GPCR parathyroid hormone 1 receptor purified in nanodiscs. , 2013, ACS chemical biology.

[21]  Sriram Kosuri,et al.  Scalable gene synthesis by selective amplification of DNA pools from high-fidelity microchips , 2010, Nature Biotechnology.

[22]  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.

[23]  Takuya Ueda,et al.  Cell-free translation reconstituted with purified components , 2001, Nature Biotechnology.

[24]  John Aach,et al.  Mathematical models of diffusion-constrained polymerase chain reactions: basis of high-throughput nucleic acid assays and simple self-organizing systems. , 2004, Journal of theoretical biology.

[25]  Uri Laserson,et al.  Autoantigen discovery with a synthetic human peptidome. , 2011, Nature biotechnology.

[26]  Christofer L. Bäcklin,et al.  ProteinSeq: High-Performance Proteomic Analyses by Proximity Ligation and Next Generation Sequencing , 2011, PloS one.

[27]  H. Lowman,et al.  Bacteriophage display and discovery of peptide leads for drug development. , 1997, Annual review of biophysics and biomolecular structure.

[28]  Richard N. Zare,et al.  A monomeric G protein-coupled receptor isolated in a high-density lipoprotein particle efficiently activates its G protein , 2007, Proceedings of the National Academy of Sciences.

[29]  R. Goody,et al.  Biochemical properties of Ha-ras encoded p21 mutants and mechanism of the autophosphorylation reaction. , 1988, The Journal of biological chemistry.

[30]  J. Shendure,et al.  Materials and Methods Som Text Figs. S1 and S2 Tables S1 to S4 References Accurate Multiplex Polony Sequencing of an Evolved Bacterial Genome , 2022 .

[31]  H. Kalbitzer,et al.  Improved Binding of Raf to Ras·GDP Is Correlated with Biological Activity* , 2009, The Journal of Biological Chemistry.

[32]  Ru Zhang,et al.  Tools for GPCR drug discovery , 2012, Acta Pharmacologica Sinica.

[33]  Darrell Desveaux,et al.  Quantitative Interactor Screening with next-generation Sequencing (QIS-Seq) identifies Arabidopsis thaliana MLO2 as a target of the Pseudomonas syringae type III effector HopZ2 , 2012, BMC Genomics.

[34]  Yoko Kitagawa,et al.  Estrogenic Activities of 517 Chemicals by Yeast Two-Hybrid Assay , 2000 .

[35]  Ulf Landegren,et al.  Profiling Cellular Protein Complexes by Proximity Ligation with Dual Tag Microarray Readout , 2012, PloS one.

[36]  Thomas M Green,et al.  A public genome-scale lentiviral expression library of human ORFs , 2011, Nature Methods.

[37]  Julie M. Sahalie,et al.  Supplementary Figure and Table Legends , 2022 .

[38]  M. Lohse,et al.  Arrestin interactions with G protein-coupled receptors. , 2014, Handbook of experimental pharmacology.

[39]  S. Weiss Fluorescence spectroscopy of single biomolecules. , 1999, Science.

[40]  Marjeta Urh,et al.  HaloTag: a novel protein labeling technology for cell imaging and protein analysis. , 2008, ACS chemical biology.

[41]  B. Kobilka Amino and carboxyl terminal modifications to facilitate the production and purification of a G protein-coupled receptor. , 1995, Analytical biochemistry.

[42]  Martin Lundberg,et al.  Homogeneous antibody-based proximity extension assays provide sensitive and specific detection of low-abundant proteins in human blood , 2011, Nucleic acids research.

[43]  Jay Shendure,et al.  Fluorescent in situ sequencing on polymerase colonies. , 2003, Analytical biochemistry.

[44]  M. Vidal,et al.  ORFeome projects: gateway between genomics and omics. , 2004, Current opinion in chemical biology.

[45]  T. Fennell,et al.  Analyzing and minimizing PCR amplification bias in Illumina sequencing libraries , 2011, Genome Biology.

[46]  David R. Liu,et al.  Identification of Ligand–Target Pairs from Combined Libraries of Small Molecules and Unpurified Protein Targets in Cell Lysates , 2014, Journal of the American Chemical Society.

[47]  K. Kameyama,et al.  Reconstitutively active G protein-coupled receptors purified from baculovirus-infected insect cells. , 1991, The Journal of biological chemistry.

[48]  S. Quake,et al.  The promise and challenge of high-throughput sequencing of the antibody repertoire , 2014, Nature Biotechnology.

[49]  David E. Housman,et al.  Digital genotyping and haplotyping with polymerase colonies , 2003, Proceedings of the National Academy of Sciences of the United States of America.

[50]  A. Plückthun,et al.  In vitro selection and evolution of functional proteins by using ribosome display. , 1997, Proceedings of the National Academy of Sciences of the United States of America.

[51]  Yoshinori Fukui,et al.  Next-generation sequencing coupled with a cell-free display technology for high-throughput production of reliable interactome data , 2012, Scientific Reports.