Automated protein-ligand interaction screening by mass spectrometry.

Identifying protein-ligand binding interactions is a key step during early-stage drug discovery. Existing screening techniques are often associated with drawbacks such as low throughput, high sample consumption, and dynamic range limitations. The increasing use of fragment-based drug discovery (FBDD) demands that these techniques also detect very weak interactions (mM K(D) values). This paper presents the development and validation of a fully automated screen by mass spectrometry, capable of detecting fragment binding into the millimolar K(D) range. Low sample consumption, high throughput, and wide dynamic range make this a highly attractive, orthogonal approach. The method was applied to screen 157 compounds in 6 h against the anti-apoptotic protein target Bcl-x(L). Mass spectrometry results were validated using STD-NMR, HSQC-NMR, and ITC experiments. Agreement between techniques suggests that mass spectrometry offers a powerful, complementary approach for screening.

[1]  J. Klassen,et al.  Quantifying Protein-Fatty Acid Interactions Using Electrospray Ionization Mass Spectrometry , 2011, Journal of the American Society for Mass Spectrometry.

[2]  Corso,et al.  A fully integrated monolithic microchip electrospray device for mass spectrometry , 2000, Analytical chemistry.

[3]  A. J. Shaka,et al.  Water Suppression That Works. Excitation Sculpting Using Arbitrary Wave-Forms and Pulsed-Field Gradients , 1995 .

[4]  Glyn Williams,et al.  Higher throughput calorimetry: opportunities, approaches and challenges. , 2010, Current opinion in structural biology.

[5]  K. Gehring,et al.  Ligand specificity in fragment-based drug design. , 2010, Journal of medicinal chemistry.

[6]  N. Sharon,et al.  Mechanism of lysozyme catalysis: role of ground-state strain in subsite D in hen egg-white and human lysozymes. , 1977, Biochemistry.

[7]  Kristin A. Sannes-Lowery,et al.  Applications of ESI-MS in drug discovery: interrogation of noncovalent complexes , 2006, Nature Reviews Drug Discovery.

[8]  Meir Glick,et al.  Streamlining lead discovery by aligning in silico and high-throughput screening. , 2006, Current opinion in chemical biology.

[9]  M. Congreve,et al.  A 'rule of three' for fragment-based lead discovery? , 2003, Drug discovery today.

[10]  R. Zenobi,et al.  Critical evaluation of mass spectrometric measurement of dissociation constants: accuracy and cross-validation against surface plasmon resonance and circular dichroism for the calmodulin-melittin system. , 2007, Physical chemistry chemical physics : PCCP.

[11]  E. Freire Do enthalpy and entropy distinguish first in class from best in class? , 2008, Drug discovery today.

[12]  Mladen Vinković,et al.  Fragment-based discovery of the pyrazol-4-yl urea (AT9283), a multitargeted kinase inhibitor with potent aurora kinase activity. , 2009, Journal of medicinal chemistry.

[13]  S. Korsmeyer,et al.  An inhibitor of Bcl-2 family proteins induces regression of solid tumours , 2005, Nature.

[14]  Roman M. Balabin,et al.  What Happens to Hydrophobic Interactions during Transfer from the Solution to the Gas Phase? The Case of Electrospray-Based Soft Ionization Methods , 2011, Journal of the American Society for Mass Spectrometry.

[15]  Anna Vulpetti,et al.  Design and NMR-based screening of LEF, a library of chemical fragments with different local environment of fluorine. , 2009, Journal of the American Chemical Society.

[16]  Thomas Hesterkamp,et al.  Fragments: past, present and future. , 2010, Drug discovery today. Technologies.

[17]  Christopher W Murray,et al.  Fragment-based lead discovery: leads by design. , 2005, Drug discovery today.

[18]  Hoan Vu,et al.  Fragment-based screening by X-ray crystallography, MS and isothermal titration calorimetry to identify PNMT (phenylethanolamine N-methyltransferase) inhibitors. , 2010, The Biochemical journal.

[19]  C. Robinson,et al.  Use of a microchip device coupled with mass spectrometry for ligand screening of a multi-protein target. , 2003, Analytical chemistry.

[20]  R. Zenobi,et al.  Probing the hydrophobic effect of noncovalent complexes by mass spectrometry , 2010, Journal of the American Society for Mass Spectrometry.

[21]  J. Loo,et al.  Mass spectrometry of protein-ligand complexes: Enhanced gas-phase stability of ribonuclease-nucleotide complexes , 2008, Journal of the American Society for Mass Spectrometry.

[22]  Claudio Dalvit,et al.  NMR methods in fragment screening: theory and a comparison with other biophysical techniques. , 2009, Drug discovery today.

[23]  A. van Dorsselaer,et al.  Native MS: an 'ESI' way to support structure- and fragment-based drug discovery. , 2010, Future medicinal chemistry.

[24]  C. Robinson,et al.  Protein complexes in the gas phase: technology for structural genomics and proteomics. , 2007, Chemical reviews.

[25]  P. Schnier,et al.  Hydrophobic protein-ligand interactions preserved in the gas phase. , 2009, Journal of the American Chemical Society.

[26]  J. Ladbury Calorimetry as a tool for understanding biomolecular interactions and an aid to drug design. , 2010, Biochemical Society transactions.

[27]  Thomas Peters,et al.  NMR spectroscopy techniques for screening and identifying ligand binding to protein receptors. , 2003, Angewandte Chemie.

[28]  M. Karas,et al.  The influence of electrostatic interactions on the detection of heme-globin complexes in ESI-MS , 2001, Journal of the American Society for Mass Spectrometry.

[29]  F. Dahlquist,et al.  On the binding of chitin oligosaccharides to lysozyme. , 1966, Proceedings of the National Academy of Sciences of the United States of America.

[30]  Fred W. McLafferty,et al.  Stepwise evolution of protein native structure with electrospray into the gas phase, 10−12 to 102 s , 2008, Proceedings of the National Academy of Sciences.

[31]  T. Letzel,et al.  Mass spectrometric real-time monitoring of enzymatic glycosidic hydrolysis, enzymatic inhibition and enzyme complexes , 2006, Analytical and bioanalytical chemistry.

[32]  J. A. Rupley,et al.  Studies on the enzymic activity of lysozyme, 3. The binding of saccharides. , 1967, Proceedings of the National Academy of Sciences of the United States of America.

[33]  Wayne Boucher,et al.  The CCPN data model for NMR spectroscopy: Development of a software pipeline , 2005, Proteins.

[34]  P. Kitov,et al.  The observation of multivalent complexes of Shiga-like toxin with globotriaoside and the determination of their stoichiometry by nanoelectrospray Fourier-transform ion cyclotron resonance mass spectrometry. , 2001, Glycobiology.

[35]  J. C. Ahluwalia,et al.  Differential scanning calorimetric studies on binding of N-acetyl-D-glucosamine to lysozyme. , 1995, Biophysical chemistry.

[36]  A. Heck,et al.  The effect of the source pressure on the abundance of ions of noncovalent protein assemblies in an electrospray ionization orthogonal time-of-flight instrument. , 2001, Rapid communications in mass spectrometry : RCM.

[37]  Bruce A. Johnson,et al.  NMR View: A computer program for the visualization and analysis of NMR data , 1994, Journal of biomolecular NMR.

[38]  C. Robinson,et al.  Biological chemistry: Dehydrated but unharmed , 2009, Nature.

[39]  B. Gerrits,et al.  Estrogen receptor–ligand complexes measured by chip‐based nanoelectrospray mass spectrometry: An approach for the screening of endocrine disruptors , 2007, Protein science : a publication of the Protein Society.

[40]  Gianni Chessari,et al.  Fragment-based drug discovery applied to Hsp90. Discovery of two lead series with high ligand efficiency. , 2010, Journal of medicinal chemistry.

[41]  Peter Brandt,et al.  Identification of a novel scaffold for allosteric inhibition of wild type and drug resistant HIV-1 reverse transcriptase by fragment library screening. , 2011, Journal of medicinal chemistry.

[42]  S. Cory,et al.  The Bcl-2 protein family: arbiters of cell survival. , 1998, Science.

[43]  N. Oldham,et al.  Quantitative determination of lysozyme-ligand binding in the solution and gas phases by electrospray ionisation mass spectrometry. , 2007, Rapid communications in mass spectrometry : RCM.

[44]  Bernd Meyer,et al.  Characterization of Ligand Binding by Saturation Transfer Difference NMR Spectroscopy. , 1999, Angewandte Chemie.

[45]  B. Ganem,et al.  Observation of noncovalent enzyme-substrate and enzyme-product complexes by ion-spray mass spectrometry , 1991 .

[46]  E. Freire,et al.  Direct measurement of protein binding energetics by isothermal titration calorimetry. , 2001, Current opinion in structural biology.

[47]  S. Grzesiek,et al.  NMRPipe: A multidimensional spectral processing system based on UNIX pipes , 1995, Journal of biomolecular NMR.

[48]  P. Kebarle,et al.  Features of the ESI mechanism that affect the observation of multiply charged noncovalent protein complexes and the determination of the association constant by the titration method , 2004, Journal of the American Society for Mass Spectrometry.

[49]  N. Sharon,et al.  Mechanism of lysozyme action. , 1969, Science.

[50]  Ireena Bagai,et al.  Substrate-linked Conformational Change in the Periplasmic Component of a Cu(I)/Ag(I) Efflux System* , 2007, Journal of Biological Chemistry.

[51]  R. Cooks,et al.  Ion soft-landing into liquids: Protein identification, separation, and purification with retention of biological activity , 2004, Journal of the American Society for Mass Spectrometry.

[52]  V. Turk,et al.  Lysozyme-catalyzed reaction of the N-acetylglucosamine hexasaccharide. Dependence of rate on pH. , 1973, The Journal of biological chemistry.

[53]  C. Dobson,et al.  Probing the Nature of Noncovalent Interactions by Mass Spectrometry. A Study of Protein−CoA Ligand Binding and Assembly , 1996 .

[54]  J. Kittleson,et al.  Periplasmic metal-resistance protein CusF exhibits high affinity and specificity for both CuI and AgI. , 2006, Biochemistry.

[55]  D. Wilson,et al.  Quantitative determination of noncovalent binding interactions using automated nanoelectrospray mass spectrometry. , 2003, Analytical chemistry.

[56]  M. Karas,et al.  Influence of pressure in the first pumping stage on analyte desolvation and fragmentation in nano-ESI MS. , 2001, Analytical chemistry.

[57]  S. Barelier,et al.  Fragment-based deconstruction of Bcl-xL inhibitors. , 2010, Journal of medicinal chemistry.

[58]  K. Constantine,et al.  Localizing the NADP+ binding site on the MurB enzyme by NMR , 1996, Nature Structural Biology.

[59]  Glyn Williams,et al.  Fragment-based screening using X-ray crystallography and NMR spectroscopy. , 2007, Current opinion in chemical biology.

[60]  C. Robinson,et al.  Determining the stoichiometry and interactions of macromolecular assemblies from mass spectrometry , 2007, Nature Protocols.

[61]  J. Roeraade,et al.  Automated Nano-Electrospray Mass Spectrometry for Protein-Ligand Screening by Noncovalent Interaction Applied to Human H-FABP and A-FABP , 2003, Journal of biomolecular screening.

[62]  R. Meadows,et al.  Structure of Bcl-xL-Bak Peptide Complex: Recognition Between Regulators of Apoptosis , 1997, Science.

[63]  C. Stubberfield,et al.  Tetrahydroisoquinoline amide substituted phenyl pyrazoles as selective Bcl-2 inhibitors. , 2009, Bioorganic & medicinal chemistry letters.