Abstract
Nuclear magnetic resonance (NMR) spectroscopy has evolved into a powerful tool for fragment-based drug discovery over the last two decades. While NMR has been traditionally used to elucidate the three-dimensional structures and dynamics of biomacromolecules and their interactions, it can also be a very valuable tool for the reliable identification of small molecules that bind to proteins and for hit-to-lead optimization. Here, we describe the use of NMR spectroscopy as a method for fragment-based drug discovery and how to most effectively utilize this approach for discovering novel therapeutics based on our experience.
Similar content being viewed by others
References
Baell JB (2010) Observations on screening-based research and some concerning trends in the literature. Future Med Chem 2:1529–1546
Baell JB, Holloway GA (2010) New substructure filters for removal of pan assay interference compounds (PAINS) from screening libraries and for their exclusion in bioassays. J Med Chem 53:2719–2740
Becattini B, Pellecchia M (2006) SAR by ILOEs: an NMR-based approach to reverse chemical genetics. Chemistry 12:2658–2662
Becattini B, Culmsee C, Leone M, Zhai D, Zhang X, Crowell KJ, Rega MF, Landshamer S, Reed JC, Plesnila N et al (2006) Structure-activity relationships by interligand NOE-based design and synthesis of antiapoptotic compounds targeting Bid. Proc Natl Acad Sci USA 103:12602–12606
Bohm HJ, Florh A, Stahl M (2004) Scaffold hopping. Drug Discov Today 1:217–224
Bollag G, Hirth P, Tsai J, Zhang J, Ibrahim PN, Cho H, Spevak W, Zhang C, Zhang Y, Habets G et al (2010) Clinical efficacy of a RAF inhibitor needs broad target blockade in BRAF-mutant melanoma. Nature 467:596–599
Borsi V, Calderone V, Fragai M, Luchinat C, Sarti N (2010) Entropic contribution to the linking coefficient in fragment based drug design: a case study. J Med Chem 53:4285–4289
Bottcher J, Jestel A, Kiefersauer R, Krapp S, Nagel S, Steinbacher S, Steuber H (2011) Key factors for successful generation of protein-fragment structures requirement on protein, crystals, and technology. Meth Enzymol 493:61–89
Campos-Olivas R (2011) NMR screening and hit validation in fragment based drug discovery. Curr Top Med Chem 11:43–67
Carr RA, Congreve M, Murray CW, Rees DC (2005) Fragment-based lead discovery: leads by design. Drug Discov Today 10:987–992
Chessari G, Woodhead AJ (2009) From fragment to clinical candidate–a historical perspective. Drug Discov Today 14:668–675
Chung S, Parker JB, Bianchet M, Amzel LM, Stivers JT (2009) Impact of linker strain and flexibility in the design of a fragment-based inhibitor. Nat Chem Biol 5:407–413
Cioffi M, Hunter CA, Packer MJ, Spitaleri A (2008) Determination of protein-ligand binding modes using complexation-induced changes in (1)h NMR chemical shift. J Med Chem 51:2512–2517
Congreve M, Carr R, Murray C, Jhoti H (2003) A ‘rule of three’ for fragment-based lead discovery? Drug Discov Today 8:876–877
Constantine KL, Davis ME, Metzler WJ, Mueller L, Claus BL (2006) Protein-ligand NOE matching: a high-throughput method for binding pose evaluation that does not require protein NMR resonance assignments. J Am Chem Soc 128:7252–7263
Dalvit C (2009) NMR methods in fragment screening: theory and a comparison with other biophysical techniques. Drug Discov Today 14:1051–1057
Dalvit C, Pevarello P, Tato M, Veronesi M, Vulpetti A, Sundstrom M (2000) Identification of compounds with binding affinity to proteins via magnetization transfer from bulk water. J Biomol NMR 18:65–68
Dalvit C, Flocco M, Veronesi M, Stockman BJ (2002) Fluorine-NMR competition binding experiments for high-throughput screening of large compound mixtures. Comb Chem High Throughput Screen 5:605–611
Erlanson DA (2006) Fragment-based lead discovery: a chemical update. Curr Opin Biotechnol 17:643–652
Erlanson DA, Wells JA, Braisted AC (2004) Tethering: fragment-based drug discovery. Annu Rev Biophys Biomol Struct 33:199–223
Felli IC, Brutscher B (2009) Recent advances in solution NMR: fast methods and heteronuclear direct detection. Chem Phys Chem 10:1356–1368
Feng BY, Shelat A, Doman TN, Guy RK, Shoichet BK (2005) High-throughput assays for promiscuous inhibitors. Nat Chem Biol 1:146–148
Fernandez C, Jahnke W (2004) New approaches for NMR screening in drug discovery. Drg Discov Today 1:277–283
Fielding L (2007) NMR methods for the determination of protein-ligand dissociation constants. Prog NMR Spec 51:219–242
Friberg A, Vigil D, Zhao B, Daniels RN, Burke JP, Garcia-Barrantes PM, Camper D, Chauder BA, Lee T, Olejniczak ET et al (2013) Discovery of potent myeloid cell leukemia 1 (mcl-1) inhibitors using fragment-based methods and structure-based design. J Med Chem 56:15–30
Guntert P (2009) Automated structure determination from NMR spectra. Eur Biophys J 38:129–143
Hajduk PJ, Greer J (2007) A decade of fragment-based drug design: strategic advances and lessons learned. Nat Rev Drug Discov 6:211–219
Hajduk PJ, Meadows RP, Fesik SW (1997) Discovering high-affinity ligands for proteins. Science 278(497):499
Hajduk PJ, Augeri DJ, Mack J, Mendoza R, Yang J, Betz SF, Fesik SW (2000a) NMR-based screening of proteins containing 13C-labeled methyl groups. J Am Chem Soc 122:7898–7904
Hajduk PJ, Bures M, Praestgaard J, Fesik SW (2000b) Privileged molecules for protein binding identified from NMR-based screening. J Med Chem 43:3443–3447
Hajduk PJ, Mack JC, Olejniczak ET, Park C, Dandliker PJ, Beutel BA (2004) SOS-NMR: a saturation transfer NMR-based method for determining the structures of protein-ligand complexes. J Am Chem Soc 126:2390–2398
Hoffer L, Renaud JP, Horvath D (2011) Fragment-based drug design: computational & experimental state of the art. Comb Chem High Throughput Screen 14:500–520
Hopkins AL, Groom CR (2002) The druggable genome. Nat Rev Drug Discov 1:727–730
Hopkins AL, Groom CR, Alex A (2004) Ligand efficiency: a useful metric for lead selection. Drug Discov Today 9:430–431
Hung AW, Silvestre HL, Wen S, Ciulli A, Blundell TL, Abell C (2009) Application of fragment growing and fragment linking to the discovery of inhibitors of Mycobacterium tuberculosis pantothenate synthetase. Angew Chem Int Ed Engl 48:8452–8456
Huth JR, Mendoza R, Olejniczak ET, Johnson RW, Cothron DA, Liu Y, Lerner CG, Chen J, Hajduk PJ (2005) ALARM NMR: a rapid and robust experimental method to detect reactive false positives in biochemical screens. J Am Chem Soc 127:217–224
Ichihara O, Barker J, Law RJ, Whittaker M (2011) Compound design by fragment-linking. Mol Inf 30:298–306
Jahnke W (2002) Spin labels as a tool to identify and characterize protein-ligand interactions by NMR spectroscopy. Chem Bio Chem 3:167–173
Jahnke W, Florsheimer A, Blommers MJ, Paris CG, Heim J, Nalin CM, Perez LB (2003) Second-site NMR screening and linker design. Curr Top Med Chem 3:69–80
Jencks WP (1981) On the attribution and additivity of binding energies. Proc Natl Acad Sci USA 78:4046–4050
Jhoti H, Cleasby A, Verdonk M, Williams G (2007) Fragment-based screening using X-ray crystallography and NMR spectroscopy. Curr Opin Chem Biol 11:485–493
Klages J, Coles M, Kessler H (2007) NMR-based screening: a powerful tool in fragment-based drug discovery. Analyst 132:693–705
Kohlmann A, Zech SG, Li F, Zhou T, Squillace RM, Commodore L, Greenfield MT, Lu X, Miller DP, Huang WS et al (2013) Fragment growing and linking lead to novel nanomolar lactate dehydrogenase inhibitors. J Med Chem
Krimm I (2012) INPHARMA-based identification of ligand binding site in fragment-based drug design. Med Chem Comm 3:605–610
Krishnamoorthy J, Yu VC, Mok YK (2010) Auto-FACE: an NMR based binding site mapping program for fast chemical exchange protein-ligand systems. PLoS One 5:e8943
Kuntz ID, Chen K, Sharp KA, Kollman PA (1999) The maximal affinity of ligands. Proc Natl Acad Sci USA 96:9997–10002
Leone M, Freeze HH, Chan CS, Pellecchia M (2006) The Nuclear Overhauser Effect in the lead identification process. Curr Drug Discov Technol 3:91–100
Lepre CA (2011) Practical aspects of NMR-based fragment screening. Meth Enzymol 493:219–239
Lescop E, Kern T, Brutscher B (2010) Guidelines for the use of band-selective radiofrequency pulses in hetero-nuclear NMR: example of longitudinal-relaxation-enhanced BEST-type 1H–15 N correlation experiments. J Magn Reson 203:190–198
Li D, DeRose EF, London RE (1999) The inter-ligand Overhauser effect: a powerful new NMR approach for mapping structural relationships of macromolecular ligands. J Biomol NMR 15:71–76
Ludwig C, Guenther UL (2009) Ligand based NMR methods for drug discovery. Front Biosci 14:4565–4574
Ludwig C, Michiels PJ, Wu X, Kavanagh KL, Pilka E, Jansson A, Oppermann U, Gunther UL (2008) SALMON: solvent accessibility, ligand binding, and mapping of ligand orientation by NMR spectroscopy. J Med Chem 51:1–3
Manzenrieder F, Frank AO, Kessler H (2008) Phosphorus NMR spectroscopy as a versatile tool for compound library screening. Angew Chem Int Ed Engl 47:2608–2611
Mayer M, Meyer B (1999) Characterization of ligand binding of saturation transfer difference NMR spectroscopy. Angew Chem Int Ed Engl 38:1784–1788
Mayer M, Meyer B (2001) Group epitope mapping by saturation transfer difference NMR to identify segments of a ligand in direct contact with a protein receptor. J Am Chem Soc 123:6108–6117
McCoy MA, Wyss DF (2002) Spatial localization of ligand binding sites from electron current density surfaces calculated from NMR chemical shift perturbations. J Am Chem Soc 124:11758–11763
Meyer B, Peters T (2003) NMR spectroscopy techniques for screening and identifying ligand binding to protein receptors. Angew Chem Int Ed Engl 42:864–890
Murray CW, Blundell TL (2010) Structural biology in fragment-based drug design. Curr Opin Struct Biol 20:497–507
Pellecchia M, Bertini I, Cowburn D, Dalvit C, Giralt E, Jahnke W, James TL, Homans SW, Kessler H, Luchinat C et al (2008) Perspectives on NMR in drug discovery: a technique comes of age. Nat Rev Drug Discov 7:738–745
Pervushin K, Riek R, Wider G, Wuthrich K (1997) Attenuated T2 relaxation by mutual cancellation of dipole–dipole coupling and chemical shift anisotropy indicates an avenue to NMR structures of very large biological macromolecules in solution. Proc Natl Acad Sci USA 94:12366–12371
Rega MF, Wu B, Wei J, Zhang Z, Cellitti JF, Pellecchia M (2011) SAR by interligand nuclear overhauser effects (ILOEs) based discovery of acylsulfonamide compounds active against Bcl-x(L) and Mcl-1. J Med Chem 54:6000–6013
Reibarkh M, Malia TJ, Wagner G (2006) NMR distinction of single- and multiple-mode binding of small-molecule protein ligands. J Am Chem Soc 128:2160–2161
Sanchez-Pedregal VM, Reese M, Meiler J, Blommers MJ, Griesinger C, Carlomagno T (2005) The INPHARMA method: protein-mediated interligand NOEs for pharmacophore mapping. Angew Chem Int Ed Engl 44:4172–4175
Schanda P, Kupce E, Brutscher B (2005) SOFAST-HMQC experiments for recording two-dimensional heteronuclear correlation spectra of proteins within a few seconds. J Biomol NMR 33:199–211
Seidler J, McGovern SL, Doman TN, Shoichet BK (2003) Identification and prediction of promiscuous aggregating inhibitors among known drugs. J Med Chem 46:4477–4486
Shortridge MD, Powers R (2011) NMR Screening Methods for Drug Discovery. In: Biomolecular NMR Spectroscopy. IOS Press BV, Netherlands, p 381
Shuker SB, Hajduk PJ, Meadows RP, Fesik SW (1996) Discovering high-affinity ligands for proteins: SAR by NMR. Science 274:1531–1534
Sledz P, Silvestre HL, Hung AW, Ciulli A, Blundell TL, Abell C (2010) Optimization of the interligand Overhauser effect for fragment linking: application to inhibitor discovery against Mycobacterium tuberculosis pantothenate synthetase. J Am Chem Soc 132:4544–4545
Sun Q, Burke JP, Phan J, Burns MC, Olejniczak ET, Waterson AG, Lee T, Rossanese OW, Fesik SW (2012) Discovery of small molecules that bind to K-Ras and inhibit Sos-mediated activation. Angew Chem Int Ed Engl 51:6140–6143
Tengel T, Fex T, Emtenas H, Almqvist F, Sethson I, Kihlberg J (2004) Use of 19F NMR spectroscopy to screen chemical libraries for ligands that bind to proteins. Org Biomol Chem 2:725–731
Vanwetswinkel S, Heetebrij RJ, van Duynhoven J, Hollander JG, Filippov DV, Hajduk PJ, Siegal G (2005) TINS, target immobilized NMR screening: an efficient and sensitive method for ligand discovery. Chem Biol 12:207–216
Vazquez J, Tautz L, Ryan JJ, Vuori K, Mustelin T, Pellecchia M (2007) Development of molecular probes for second-site screening and design of protein tyrosine phosphatase inhibitors. J Med Chem 50:2137–2143
Vazquez J, De SK, Chen LH, Riel-Mehan M, Emdadi A, Cellitti J, Stebbins JL, Rega MF, Pellecchia M (2008) Development of paramagnetic probes for molecular recognition studies in protein kinases. J Med Chem 51:3460–3465
Warr WA (2011) Some trends in chem(o)informatics. Meth Mol Biol 672:1–37
Wu B, Zhang Z, Noberini R, Barile E, Giulianotti M, Pinilla C, Houghten RA, Pasquale EB, Pellecchia M (2013) HTS by NMR of combinatorial libraries: a fragment-based approach to ligand discovery. Chem Biol 20:19–33
Zhang X, Sanger A, Hemmig R, Jahnke W (2009) Ranking of high-affinity ligands by NMR spectroscopy. Angew Chem Int Ed Engl 48:6691–6694
Acknowledgments
This research was supported in part by grants from the National Institutes of Health (NIH Director’s Pioneer Award 5DP1OD006933/8DP1CA174419 to S.W.F. and ARRA stimulus grant 5RC2CA148375 to L.J. Marnett). M.J.H. was supported by a postdoctoral fellowship from the Damon Runyon Cancer Research Foundation, and A.O.F. was supported by a postdoctoral fellowship from the German Academic Exchange Service (DAAD).
Author information
Authors and Affiliations
Corresponding author
Additional information
Mary J. Harner and Andreas O. Frank contributed equally to this work.
Rights and permissions
About this article
Cite this article
Harner, M.J., Frank, A.O. & Fesik, S.W. Fragment-based drug discovery using NMR spectroscopy. J Biomol NMR 56, 65–75 (2013). https://doi.org/10.1007/s10858-013-9740-z
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s10858-013-9740-z