Simultaneous measurement of 10,000 protein-ligand affinity constants using microarray-based kinetic constant assays.

Fluorescence-based endpoint detection of microarrays with 10,000 or more molecular targets is a most useful tool for high-throughput profiling of biomolecular interactions, including screening large molecular libraries for novel protein ligands. However, endpoint fluorescence data such as images of reacted microarrays contain little information on kinetic rate constants, and the reliability of endpoint data as measures of binding affinity depends on reaction conditions and postreaction processing. We here report a simultaneous measurement of binding curves of a protein probe with 10,000 molecular targets in a microarray with an ellipsometry-based (label-free) optical scanner. The reaction rate constants extracted from these curves (k(on), k(off), and k(a)=k(on)/k(off)) are used to characterize the probe-target interactions instead of the endpoints. This work advances the microarray technology to a new milestone, namely, from an endpoint assay to a kinetic constant assay platform. The throughput of this binding curve assay platform is comparable to those at the National Institutes of Health Molecular Library Screening Centers, making it a practical method in screening compound libraries for novel ligands and for system-wide affinity profiling of proteins, viruses, or whole cells against diverse molecular targets.

[1]  Chi‐Huey Wong,et al.  Quantitative analysis of carbohydrate-protein interactions using glycan microarrays: determination of surface and solution dissociation constants. , 2007, Journal of the American Chemical Society.

[2]  Hans Arwin,et al.  Is ellipsometry suitable for sensor applications , 2001 .

[3]  M. Textor,et al.  Instrumental improvements in optical waveguide light mode spectroscopy for the study of biomolecule adsorption , 1997 .

[4]  Kit S. Lam,et al.  The “One-Bead-One-Compound” Combinatorial Library Method , 1997 .

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

[6]  K. Lam,et al.  Oblique-incidence reflectivity difference microscope for label-free high-throughput detection of biochemical reactions in a microarray format. , 2006, Applied optics.

[7]  Marcus J. Swann,et al.  The metrics of surface adsorbed small molecules on the Young's fringe dual-slab waveguide interferometer , 2004 .

[8]  Stuart L Schreiber,et al.  A robust small-molecule microarray platform for screening cell lysates. , 2006, Chemistry & biology.

[9]  Angela N Koehler,et al.  A method for the covalent capture and screening of diverse small molecules in a microarray format , 2006, Nature Protocols.

[10]  Vaughn V. Smider,et al.  Spatially addressed combinatorial protein libraries for recombinant antibody discovery and optimization , 2010, Nature Biotechnology.

[11]  M. Selim Ünlü,et al.  Label-free and dynamic detection of biomolecular interactions for high-throughput microarray applications , 2008, Proceedings of the National Academy of Sciences.

[12]  James P. Landry,et al.  Detection of biomolecular microarrays without fluorescent labeling agents , 2004, SPIE BiOS.

[13]  E. B. Butler,et al.  Antibody microarray profiling of human prostate cancer sera: Antibody screening and identification of potential biomarkers , 2003, Proteomics.

[14]  J P Landry,et al.  Macromolecular scaffolds for immobilizing small molecule microarrays in label-free detection of protein-ligand interactions on solid support. , 2009, Analytical chemistry.

[15]  Chi-Huey Wong,et al.  Printed covalent glycan array for ligand profiling of diverse glycan binding proteins. , 2004, Proceedings of the National Academy of Sciences of the United States of America.

[16]  Heng Zhu,et al.  Protein microarrays. , 2006, BioTechniques.

[17]  Stuart L. Schreiber,et al.  Printing Small Molecules as Microarrays and Detecting Protein−Ligand Interactions en Masse , 1999 .

[18]  Marcus Textor,et al.  A comparative study of protein adsorption on titanium oxide surfaces using in situ ellipsometry, optical waveguide lightmode spectroscopy, and quartz crystal microbalance/dissipation , 2002 .

[19]  P. R. Bevington,et al.  Data Reduction and Error Analysis for the Physical Sciences , 1969 .

[20]  G. Gauglitz,et al.  Specific binding of low molecular weight ligands with direct optical detection. , 1997, Biosensors & bioelectronics.

[21]  Elizabeth Pennisi,et al.  Working the (Gene Count) Numbers: Finally, a Firm Answer? , 2007, Science.

[22]  Shaoyi Liu,et al.  Carbohydrate microarrays for the recognition of cross-reactive molecular markers of microbes and host cells , 2002, Nature Biotechnology.

[23]  D. A. Thayer,et al.  Carbohydrate microarray for profiling the antibodies interacting with Globo H tumor antigen. , 2006, Proceedings of the National Academy of Sciences of the United States of America.

[24]  Kit S. Lam,et al.  Protein and Chemical Microarrays—Powerful Tools for Proteomics , 2003, Journal of biomedicine & biotechnology.

[25]  Ronald W. Davis,et al.  Quantitative Monitoring of Gene Expression Patterns with a Complementary DNA Microarray , 1995, Science.

[26]  H. Koga,et al.  A novel approach to protein expression profiling using antibody microarrays combined with surface plasmon resonance technology , 2005, Proteomics.

[27]  S. P. Fodor,et al.  High density synthetic oligonucleotide arrays , 1999, Nature Genetics.

[28]  A. Hillier,et al.  Surface plasmon resonance imaging of biomolecular interactions on a grating-based sensor array. , 2006, Analytical chemistry.

[29]  Tim Hubbard Finishing the euchromatic sequence of the human genome , 2004 .

[30]  C. Ponting,et al.  Finishing the euchromatic sequence of the human genome , 2004 .

[31]  Kit S Lam,et al.  Screening small-molecule compound microarrays for protein ligands without fluorescence labeling with a high-throughput scanning microscope. , 2010, Journal of biomedical optics.

[32]  H. Arwin Ellipsometry on thin organic layers of biological interest: characterization and applications , 2000 .

[33]  P. Brown,et al.  Protein microarrays for highly parallel detection and quantitation of specific proteins and antibodies in complex solutions , 2001, Genome Biology.

[34]  Gavin MacBeath,et al.  Protein microarrays and proteomics , 2002, Nature Genetics.

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

[36]  Charles T Campbell,et al.  Quantitative methods for spatially resolved adsorption/desorption measurements in real time by surface plasmon resonance microscopy. , 2004, Analytical chemistry.

[37]  G. Gibson,et al.  Microarray Analysis , 2020, Definitions.

[38]  Y.S. Sun,et al.  Effect of fluorescently labeling protein probes on kinetics of protein-ligand reactions , 2008, 2008 Conference on Lasers and Electro-Optics and 2008 Conference on Quantum Electronics and Laser Science.

[39]  R. Karlsson,et al.  Kinetic analysis of monoclonal antibody-antigen interactions with a new biosensor based analytical system. , 1991, Journal of immunological methods.

[40]  Xiangdong Zhu,et al.  Comparison of two optical techniques for label-free detection of biomolecular microarrays on solids , 2006 .

[41]  G. Jin,et al.  A label-free multisensing immunosensor based on imaging ellipsometry. , 2003, Analytical chemistry.

[42]  M. Gerstein,et al.  Global Analysis of Protein Activities Using Proteome Chips , 2001, Science.

[43]  James C Paulson,et al.  Glycan microarray analysis of the hemagglutinins from modern and pandemic influenza viruses reveals different receptor specificities. , 2006, Journal of molecular biology.

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

[45]  L. McShane,et al.  Profiling human serum antibodies with a carbohydrate antigen microarray. , 2009, Journal of proteome research.

[46]  J P Landry,et al.  Label-free detection of microarrays of biomolecules by oblique-incidence reflectivity difference microscopy. , 2004, Optics letters.

[47]  G. Reinhart,et al.  Impact of hapten presentation on antibody binding at lipid membrane interfaces. , 2008, Biophysical journal.

[48]  H. A. Sober,et al.  Handbook of Biochemistry: Selected Data for Molecular Biology , 1971 .

[49]  Rebecca L Rich,et al.  Survey of the year 2003 commercial optical biosensor literature , 2005, Journal of molecular recognition : JMR.

[50]  R. Azzam,et al.  Ellipsometry and polarized light , 1977 .

[51]  D. Myszka,et al.  Survey of the year 2005 commercial optical biosensor literature , 2006, Journal of molecular recognition : JMR.

[52]  J P Landry,et al.  Protein reactions with surface-bound molecular targets detected by oblique-incidence reflectivity difference microscopes. , 2008, Applied optics.

[53]  Marcus J. Swann,et al.  Real time, high resolution studies of protein adsorption and structure at the solid liquid interface using dual polarization interferometry , 2004 .

[54]  P. Sorger,et al.  Profiling receptor tyrosine kinase activation by using Ab microarrays , 2003, Proceedings of the National Academy of Sciences of the United States of America.

[55]  G. Gauglitz,et al.  Comparison of reflectometric interference spectroscopy with other instruments for label-free optical detection , 2002, Analytical and bioanalytical chemistry.

[56]  Timothy Londergan,et al.  Looking towards label-free biomolecular interaction analysis in a high-throughput format: a review of new surface plasmon resonance technologies. , 2006, Current opinion in biotechnology.

[57]  Hans Arwin,et al.  Imaging ellipsometry revisited: Developments for visualization of thin transparent layers on silicon substrates , 1996 .

[58]  K. Lam,et al.  A novel high-throughput scanning microscope for label-free detection of protein and small-molecule chemical microarrays. , 2008, The Review of scientific instruments.

[59]  Z. Yu,et al.  Surface plasmon resonance (SPR) as a tool for antibody conjugate analysis. , 1999, Bioconjugate chemistry.

[60]  C. Y. Fong,et al.  An oblique-incidence optical reflectivity difference and LEED study of rare-gas growth on a lattice-mismatched metal substrate , 2004 .

[61]  D. Myszka,et al.  Kinetic analysis of ligand binding to interleukin‐2 receptor complexes created on an optical biosensor surface , 1996, Protein science : a publication of the Protein Society.

[62]  H. Hoogenboom,et al.  Selecting and screening recombinant antibody libraries , 2005, Nature Biotechnology.

[63]  Jocelyn Côté,et al.  A protein-domain microarray identifies novel protein-protein interactions. , 2002, The Biochemical journal.

[64]  M. Gerstein,et al.  A question of size: the eukaryotic proteome and the problems in defining it. , 2002, Nucleic acids research.

[65]  I. Chaiken,et al.  Interpreting complex binding kinetics from optical biosensors: a comparison of analysis by linearization, the integrated rate equation, and numerical integration. , 1995, Analytical biochemistry.

[66]  P. Prabhasankar,et al.  Generation of an antibody specific to erythritol, a non-immunogenic food additive , 2006, Food additives and contaminants.

[67]  High-Throughput Endpoint and Real-Time Detection of Biochemical Reactions in Microarrays Using Label-Free Oblique-Incidence Reflectivity Difference Microscopes , 2007, 2007 Conference on Lasers and Electro-Optics (CLEO).

[68]  Myung-Ryul Lee,et al.  Facile preparation of carbohydrate microarrays by site-specific, covalent immobilization of unmodified carbohydrates on hydrazide-coated glass slides. , 2005, Organic letters.

[69]  Rafael C. González,et al.  Local Determination of a Moving Contrast Edge , 1985, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[70]  I. Shin,et al.  Fabrication of chemical microarrays by efficient immobilization of hydrazide-linked substances on epoxide-coated glass surfaces. , 2005, Angewandte Chemie.

[71]  P. Schuck,et al.  Reliable determination of binding affinity and kinetics using surface plasmon resonance biosensors. , 1997, Current opinion in biotechnology.