Skip to main content

Allostery in Drug Development

  • Chapter
  • First Online:
Protein Allostery in Drug Discovery

Part of the book series: Advances in Experimental Medicine and Biology ((AEMB,volume 1163))

Abstract

Allosteric regulation is a ubiquitous strategy employed in nature to control cellular processes by regulating the affinities of biomolecules. Allosteric modulators are able to tune the protein/substrate affinity in a highly predictable way, suggesting that such modulators may represent safe drugs. Tremendous advances have been made in the development of allosteric modulators and the characterization of their therapeutic targets. Here, we briefly introduce several representative allosteric modulators of important drug targets, such as the G protein-coupled receptor family. We also review the state-of-the-art experimental and computational approaches used in allosteric drug development. The accumulated knowledge of allosteric regulation and the technical progress made in drug development will lead to an explosion of promising allosteric drugs in the near future.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 139.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 179.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book
USD 179.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

Abbreviations

ASD:

AlloSteric Database

BRET:

Bioluminescence resonance energy transfer

cAMP:

Cyclic adenosine monophosphate

CCR5:

C-C chemokine receptor type 5

DAG:

Diacylglycerol

DNA:

Deoxyribonucleic acid

EC50:

Half maximum effect concentration

EF:

Bacillus anthracis adenylyl cyclase toxin

Emax:

Maximum effect concentration

FDA:

Food and Drug Administration

FRET:

Fluorescence resonance energy transfer

GDP:

Guanosine diphosphate

GFP:

Green fluorescent protein

GPCR:

G protein-coupled receptor

GRK:

G protein-coupled receptor kinase

GTP:

Guanosine-5′-triphosphate

HIV/AIDS:

Human immunodeficiency virus infection and acquired immune deficiency syndrome

IP3:

Inositol triphosphate

MD:

Molecular dynamics

MSA:

Multiple sequence alignment

NMA:

Normal mode analysis

NMR:

Nuclear magnetic resonance

RET:

Resonance energy transfer

RNA:

Ribonucleic acid

SCA:

Statistical coupling analysis

References

  1. Ahn KH, Mahmoud MM, Shim JY, Kendall DA (2013) Distinct roles of beta-arrestin 1 and beta-arrestin 2 in ORG27569-induced biased signaling and internalization of the cannabinoid receptor 1 (CB1). J Biol Chem 288(14):9790–9800

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  2. Assemat O, Antoine M, Fourquez JM, Wierzbicki M, Charton Y, Hennig P, Perron-Sierra F, Ferry G, Boutin JA, Delsuc MA (2015) 19F nuclear magnetic resonance screening of glucokinase activators. Anal Biochem 477:62–68

    CAS  PubMed  Google Scholar 

  3. Aurelio L, Valant C, Flynn BL, Sexton PM, Christopoulos A, Scammells PJ (2009) Allosteric modulators of the adenosine A1 receptor: synthesis and pharmacological evaluation of 4-substituted 2-amino-3-benzoylthiophenes. J Med Chem 52(14):4543–4547

    Article  CAS  PubMed  Google Scholar 

  4. Bah A, Vernon RM, Siddiqui Z, Krzeminski M, Muhandiram R, Zhao C, Sonenberg N, Kay LE, Forman-Kay JD (2015) Folding of an intrinsically disordered protein by phosphorylation as a regulatory switch. Nature 519(7541):106–109

    Article  CAS  PubMed  Google Scholar 

  5. Bahar I, Lezon TR, Bakan A, Shrivastava IH (2010) Normal mode analysis of biomolecular structures: functional mechanisms of membrane proteins. Chem Rev 110(3):1463–1497

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  6. Barak LS, Bai Y, Peterson S, Evron T, Urs NM, Peddibhotla S, Hedrick MP, Hershberger P, Maloney PR, Chung TD, Rodriguiz RM, Wetsel WC, Thomas JB, Hanson GR, Pinkerton AB, Caron MG (2016) ML314: a biased neurotensin receptor ligand for methamphetamine abuse. ACS Chem Biol 11(7):1880–1890

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  7. Beaudet L, Bedard J, Breton B, Mercuri RJ, Budarf ML (2001) Homogeneous assays for single-nucleotide polymorphism typing using AlphaScreen. Genome Res 11(4):600–608

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  8. Beaulieu JM, Sotnikova TD, Marion S, Lefkowitz RJ, Gainetdinov RR, Caron MG (2005) An Akt/beta-arrestin 2/PP2A signaling complex mediates dopaminergic neurotransmission and behavior. Cell 122(2):261–273

    Article  CAS  PubMed  Google Scholar 

  9. Benovic JL, Strasser RH, Caron MG, Lefkowitz RJ (1986) Beta-adrenergic receptor kinase: identification of a novel protein kinase that phosphorylates the agonist-occupied form of the receptor. Proc Natl Acad Sci U S A 83(9):2797–2801

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  10. Berezin C, Glaser F, Rosenberg J, Paz I, Pupko T, Fariselli P, Casadio R, Ben-Tal N (2004) ConSeq: the identification of functionally and structurally important residues in protein sequences. Bioinformatics 20(8):1322–1324

    Article  CAS  PubMed  Google Scholar 

  11. Binkowski TA, Naghibzadeh S, Liang J (2003) CASTp: computed atlas of surface topography of proteins. Nucleic Acids Res 31(13):3352–3355

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  12. Blackburn GF, Shah HP, Kenten JH, Leland J, Kamin RA, Link J, Peterman J, Powell MJ, Shah A, Talley DB et al (1991) Electrochemiluminescence detection for development of immunoassays and DNA probe assays for clinical diagnostics. Clin Chem 37(9):1534–1539

    CAS  PubMed  Google Scholar 

  13. Bohn LM, Gainetdinov RR, Lin FT, Lefkowitz RJ, Caron MG (2000) Mu-opioid receptor desensitization by beta-arrestin-2 determines morphine tolerance but not dependence. Nature 408(6813):720–723

    Article  CAS  PubMed  Google Scholar 

  14. Bohn LM, Lefkowitz RJ, Gainetdinov RR, Peppel K, Caron MG, Lin FT (1999) Enhanced morphine analgesia in mice lacking beta-arrestin 2. Science 286(5449):2495–2498

    Article  CAS  PubMed  Google Scholar 

  15. Boulton S, Melacini G (2016) Advances in NMR methods to map allosteric sites: from models to translation. Chem Rev 116(11):6267–6304

    Article  CAS  PubMed  Google Scholar 

  16. Bowen WP, Wylie PG (2006) Application of laser-scanning fluorescence microplate cytometry in high content screening. Assay Drug Dev Technol 4(2):209–221

    Article  CAS  PubMed  Google Scholar 

  17. Brandish PE, Hill LA, Zheng W, Scolnick EM (2003) Scintillation proximity assay of inositol phosphates in cell extracts: high-throughput measurement of G-protein-coupled receptor activation. Anal Biochem 313(2):311–318

    Article  CAS  PubMed  Google Scholar 

  18. Brenke R, Kozakov D, Chuang GY, Beglov D, Hall D, Landon MR, Mattos C, Vajda S (2009) Fragment-based identification of druggable ‘hot spots’ of proteins using Fourier domain correlation techniques. Bioinformatics 25(5):621–627

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  19. Brylinski M, Skolnick J (2008) A threading-based method (FINDSITE) for ligand-binding site prediction and functional annotation. Proc Natl Acad Sci U S A 105(1):129–134

    Article  CAS  PubMed  Google Scholar 

  20. Buch I, Giorgino T, De Fabritiis G (2011) Complete reconstruction of an enzyme-inhibitor binding process by molecular dynamics simulations. Proc Natl Acad Sci U S A 108(25):10184–10189

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  21. Cala O, Guilliere F, Krimm I (2014) NMR-based analysis of protein-ligand interactions. Anal Bioanal Chem 406(4):943–956

    Article  CAS  PubMed  Google Scholar 

  22. Capra JA, Laskowski RA, Thornton JM, Singh M, Funkhouser TA (2009) Predicting protein ligand binding sites by combining evolutionary sequence conservation and 3D structure. PLoS Comput Biol 5(12):e1000585

    Article  PubMed  PubMed Central  CAS  Google Scholar 

  23. Changeux JP (2012) Allostery and the Monod-Wyman-Changeux model after 50 years. Annu Rev Biophys 41:103–133

    Article  CAS  PubMed  Google Scholar 

  24. Chen D, Errey JC, Heitman LH, Marshall FH, Ijzerman AP, Siegal G (2012) Fragment screening of GPCRs using biophysical methods: identification of ligands of the adenosine A (2A) receptor with novel biological activity. ACS Chem Biol 7(12):2064–2073

    Article  CAS  PubMed  Google Scholar 

  25. Chodera JD, Noe F (2014) Markov state models of biomolecular conformational dynamics. Curr Opin Struct Biol 25:135–144

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  26. Csermely P, Palotai R, Nussinov R (2010) Induced fit, conformational selection and independent dynamic segments: an extended view of binding events. Trends Biochem Sci 35(10):539–546

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  27. Cui Q, Karplus M (2008) Allostery and cooperativity revisited. Protein Sci 17(8):1295–1307

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  28. Dalvit C, Caronni D, Mongelli N, Veronesi M, Vulpetti A (2006) NMR-based quality control approach for the identification of false positives and false negatives in high throughput screening. Curr Drug Discov Technol 3(2):115–124

    Article  CAS  PubMed  Google Scholar 

  29. Dalvit C, Fagerness PE, Hadden DT, Sarver RW, Stockman BJ (2003) Fluorine-NMR experiments for high-throughput screening: theoretical aspects, practical considerations, and range of applicability. J Am Chem Soc 125(25):7696–7703

    Article  CAS  PubMed  Google Scholar 

  30. Dalvit C, Mongelli N, Papeo G, Giordano P, Veronesi M, Moskau D, Kummerle R (2005) Sensitivity improvement in 19F NMR-based screening experiments: theoretical considerations and experimental applications. J Am Chem Soc 127(38):13380–13385

    Article  CAS  PubMed  Google Scholar 

  31. DeWire SM, Yamashita DS, Rominger DH, Liu G, Cowan CL, Graczyk TM, Chen XT, Pitis PM, Gotchev D, Yuan C, Koblish M, Lark MW, Violin JD (2013) A G protein-biased ligand at the mu-opioid receptor is potently analgesic with reduced gastrointestinal and respiratory dysfunction compared with morphine. J Pharmacol Exp Ther 344(3):708–717

    Article  CAS  PubMed  Google Scholar 

  32. Durrant JD, de Oliveira CA, McCammon JA (2011) POVME: an algorithm for measuring binding-pocket volumes. J Mol Graph Model 29(5):773–776

    Article  CAS  PubMed  Google Scholar 

  33. Eggeling C, Brand L, Ullmann D, Jager S (2003) Highly sensitive fluorescence detection technology currently available for HTS. Drug Discov Today 8(14):632–641

    Article  CAS  PubMed  Google Scholar 

  34. Eglen RM (2002) Enzyme fragment complementation: a flexible high throughput screening assay technology. Assay Drug Dev Technol 1(1 Pt 1):97–104

    Article  CAS  PubMed  Google Scholar 

  35. Eichel K, Jullie D, von Zastrow M (2016) Beta-Arrestin drives MAP kinase signalling from clathrin-coated structures after GPCR dissociation. Nat Cell Biol 18(3):303–310

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  36. Fischer JD, Mayer CE, Soding J (2008) Prediction of protein functional residues from sequence by probability density estimation. Bioinformatics 24(5):613–620

    Article  CAS  PubMed  Google Scholar 

  37. Flaherty KT, Infante JR, Daud A, Gonzalez R, Kefford RF, Sosman J, Hamid O, Schuchter L, Cebon J, Ibrahim N, Kudchadkar R, Burris HA 3rd, Falchook G, Algazi A, Lewis K, Long GV, Puzanov I, Lebowitz P, Singh A, Little S, Sun P, Allred A, Ouellet D, Kim KB, Patel K, Weber J (2012) Combined BRAF and MEK inhibition in melanoma with BRAF V600 mutations. N Engl J Med 367(18):1694–1703

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  38. Ge X, MacRaild CA, Devine SM, Debono CO, Wang G, Scammells PJ, Scanlon MJ, Anders RF, Foley M, Norton RS (2014) Ligand-induced conformational change of Plasmodium falciparum AMA1 detected using 19F NMR. J Med Chem 57(15):6419–6427

    Article  CAS  PubMed  Google Scholar 

  39. Goncearenco A, Mitternacht S, Yong T, Eisenhaber B, Eisenhaber F, Berezovsky IN (2013) SPACER: server for predicting allosteric communication and effects of regulation. Nucleic Acids Res 41(web server issue):W266–W272

    Article  PubMed  PubMed Central  Google Scholar 

  40. Goodman OB Jr, Krupnick JG, Santini F, Gurevich VV, Penn RB, Gagnon AW, Keen JH, Benovic JL (1996) Beta-arrestin acts as a clathrin adaptor in endocytosis of the beta2-adrenergic receptor. Nature 383(6599):447–450

    Article  CAS  PubMed  Google Scholar 

  41. Goupil E, Laporte SA, Hebert TE (2013) A simple method to detect allostery in GPCR dimers. Methods Cell Biol 117:165–179

    Article  CAS  PubMed  Google Scholar 

  42. Gustavsson M, Verardi R, Mullen DG, Mote KR, Traaseth NJ, Gopinath T, Veglia G (2013) Allosteric regulation of SERCA by phosphorylation-mediated conformational shift of phospholamban. Proc Natl Acad Sci U S A 110(43):17338–17343

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  43. Haasen D, Wolff M, Valler MJ, Heilker R (2006) Comparison of G-protein coupled receptor desensitization-related beta-arrestin redistribution using confocal and non-confocal imaging. Comb Chem High Throughput Screen 9(1):37–47

    Article  CAS  PubMed  Google Scholar 

  44. Halgren TA (2009) Identifying and characterizing binding sites and assessing druggability. J Chem Inf Model 49(2):377–389

    Article  CAS  PubMed  Google Scholar 

  45. Hernandez M, Ghersi D, Sanchez R (2009) SITEHOUND-web: a server for ligand binding site identification in protein structures. Nucleic Acids Res 37(Web Server issue):W413–W416

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  46. Hershberger P, Hedrick M, Peddibhotla S, Maloney P, Li Y, Milewski M, Gosalia P, Gray W, Mehta A, Sugarman E, Hood B, Suyama E, Nguyen K, Heynen-Genel S, Vasile S, Salaniwal S, Stonich D, Su Y, Mangravita-Novo A, Vicchiarelli M, Smith LH, Roth G, Diwan J, Chung TDY, Caron MG, Thomas JB, Pinkerton AB, Barak LR (2010) Small molecule agonists for the neurotensin 1 receptor (NTR1 agonists). Probe reports from the NIH Molecular Libraries Program. Bethesda (MD),

    Google Scholar 

  47. Hill SJ, Williams C, May LT (2010) Insights into GPCR pharmacology from the measurement of changes in intracellular cyclic AMP; advantages and pitfalls of differing methodologies. Br J Pharmacol 161(6):1266–1275

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  48. Hollenstein K, Kean J, Bortolato A, Cheng RK, Dore AS, Jazayeri A, Cooke RM, Weir M, Marshall FH (2013) Structure of class B GPCR corticotropin-releasing factor receptor 1. Nature 499(7459):438–443

    Article  CAS  PubMed  Google Scholar 

  49. Huang W, Lu S, Huang Z, Liu X, Mou L, Luo Y, Zhao Y, Liu Y, Chen Z, Hou T, Zhang J (2013) Allosite: a method for predicting allosteric sites. Bioinformatics 29(18):2357–2359

    Article  CAS  PubMed  Google Scholar 

  50. Huang Z, Zhu L, Cao Y, Wu G, Liu X, Chen Y, Wang Q, Shi T, Zhao Y, Wang Y, Li W, Li Y, Chen H, Chen G, Zhang J (2011) ASD: a comprehensive database of allosteric proteins and modulators. Nucleic Acids Res 39(Database issue):D663–D669

    Article  CAS  PubMed  Google Scholar 

  51. Ilien B, Franchet C, Bernard P, Morisset S, Weill CO, Bourguignon JJ, Hibert M, Galzi JL (2003) Fluorescence resonance energy transfer to probe human M1 muscarinic receptor structure and drug binding properties. J Neurochem 85(3):768–778

    Article  CAS  PubMed  Google Scholar 

  52. Isogai S, Deupi X, Opitz C, Heydenreich FM, Tsai CJ, Brueckner F, Schertler GF, Veprintsev DB, Grzesiek S (2016) Backbone NMR reveals allosteric signal transduction networks in the beta1-adrenergic receptor. Nature 530(7589):237–241

    Article  CAS  PubMed  Google Scholar 

  53. Jaeger WC, Armstrong SP, Hill SJ, Pfleger KD (2014) Biophysical detection of diversity and bias in GPCR function. Front Endocrinol (Lausanne) 5:26

    Article  Google Scholar 

  54. Janetopoulos C, Jin T, Devreotes P (2001) Receptor-mediated activation of heterotrimeric G-proteins in living cells. Science 291(5512):2408–2411

    Article  CAS  PubMed  Google Scholar 

  55. Jazayeri A, Dias JM, Marshall FH (2015) From G protein-coupled receptor structure resolution to rational drug design. J Biol Chem 290(32):19489–19495

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  56. Jazayeri A, Dore AS, Lamb D, Krishnamurthy H, Southall SM, Baig AH, Bortolato A, Koglin M, Robertson NJ, Errey JC, Andrews SP, Teobald I, Brown AJ, Cooke RM, Weir M, Marshall FH (2016) Extra-helical binding site of a glucagon receptor antagonist. Nature 533(7602):274–277

    Article  CAS  PubMed  Google Scholar 

  57. Jing L, Qiu Y, Zhang Y, Li JX (2014) Effects of the cannabinoid CB (1) receptor allosteric modulator ORG 27569 on reinstatement of cocaine- and methamphetamine-seeking behavior in rats. Drug Alcohol Depend 143:251–256

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  58. Karplus M, McCammon JA (2002) Molecular dynamics simulations of biomolecules. Nat Struct Biol 9(9):646–652

    Article  CAS  PubMed  Google Scholar 

  59. Knudsen LB, Kiel D, Teng M, Behrens C, Bhumralkar D, Kodra JT, Holst JJ, Jeppesen CB, Johnson MD, de Jong JC, Jorgensen AS, Kercher T, Kostrowicki J, Madsen P, Olesen PH, Petersen JS, Poulsen F, Sidelmann UG, Sturis J, Truesdale L, May J, Lau J (2007) Small-molecule agonists for the glucagon-like peptide 1 receptor. Proc Natl Acad Sci U S A 104(3):937–942

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  60. Kohlhoff KJ, Shukla D, Lawrenz M, Bowman GR, Konerding DE, Belov D, Altman RB, Pande VS (2014) Cloud-based simulations on Google Exacycle reveal ligand modulation of GPCR activation pathways. Nat Chem 6(1):15–21

    Article  CAS  PubMed  Google Scholar 

  61. Kooistra AJ, Leurs R, de Esch IJ, de Graaf C (2014) From three-dimensional GPCR structure to rational ligand discovery. Adv Exp Med Biol 796:129–157

    Article  CAS  PubMed  Google Scholar 

  62. Koole C, Wootten D, Simms J, Valant C, Sridhar R, Woodman OL, Miller LJ, Summers RJ, Christopoulos A, Sexton PM (2010) Allosteric ligands of the glucagon-like peptide 1 receptor (GLP-1R) differentially modulate endogenous and exogenous peptide responses in a pathway-selective manner: implications for drug screening. Mol Pharmacol 78(3):456–465

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  63. Kozakov D, Grove LE, Hall DR, Bohnuud T, Mottarella SE, Luo L, Xia B, Beglov D, Vajda S (2015) The FTMap family of web servers for determining and characterizing ligand-binding hot spots of proteins. Nat Protoc 10(5):733–755

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  64. Kozakov D, Hall DR, Chuang GY, Cencic R, Brenke R, Grove LE, Beglov D, Pelletier J, Whitty A, Vajda S (2011) Structural conservation of druggable hot spots in protein-protein interfaces. Proc Natl Acad Sci U S A 108(33):13528–13533

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  65. Kruse AC, Ring AM, Manglik A, Hu J, Hu K, Eitel K, Hubner H, Pardon E, Valant C, Sexton PM, Christopoulos A, Felder CC, Gmeiner P, Steyaert J, Weis WI, Garcia KC, Wess J, Kobilka BK (2013) Activation and allosteric modulation of a muscarinic acetylcholine receptor. Nature 504(7478):101–106

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  66. Kufareva I, Ilatovskiy AV, Abagyan R (2012) Pocketome: an encyclopedia of small-molecule binding sites in 4D. Nucleic Acids Res 40(Database issue):D535–D540

    Article  CAS  PubMed  Google Scholar 

  67. Kumari P, Ghosh E, Shukla AK (2015) Emerging approaches to GPCR ligand screening for drug discovery. Trends Mol Med 21(11):687–701

    Article  CAS  PubMed  Google Scholar 

  68. Laine E, Goncalves C, Karst JC, Lesnard A, Rault S, Tang WJ, Malliavin TE, Ladant D, Blondel A (2010) Use of allostery to identify inhibitors of calmodulin-induced activation of Bacillus anthracis edema factor. Proc Natl Acad Sci U S A 107(25):11277–11282

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  69. Laurie AT, Jackson RM (2005) Q-SiteFinder: an energy-based method for the prediction of protein-ligand binding sites. Bioinformatics 21(9):1908–1916

    Article  CAS  PubMed  Google Scholar 

  70. Le Guilloux V, Schmidtke P, Tuffery P (2009) Fpocket: an open source platform for ligand pocket detection. BMC Bioinf 10:168

    Article  Google Scholar 

  71. Lechtenberg BC, Freund SM, Huntington JA (2012) An ensemble view of thrombin allostery. Biol Chem 393(9):889–898

    Article  CAS  PubMed  Google Scholar 

  72. Levy JA (2009) HIV pathogenesis: 25 years of progress and persistent challenges. AIDS 23(2):147–160

    Article  PubMed  Google Scholar 

  73. Liu JJ, Horst R, Katritch V, Stevens RC, Wuthrich K (2012a) Biased signaling pathways in beta2-adrenergic receptor characterized by 19F-NMR. Science 335(6072):1106–1110

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  74. Liu W, Chun E, Thompson AA, Chubukov P, Xu F, Katritch V, Han GW, Roth CB, Heitman LH, AP IJ, Cherezov V, Stevens RC (2012b) Structural basis for allosteric regulation of GPCRs by sodium ions. Science 337(6091):232–236

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  75. Lockless SW, Ranganathan R (1999) Evolutionarily conserved pathways of energetic connectivity in protein families. Science 286(5438):295–299

    Article  CAS  PubMed  Google Scholar 

  76. Lohse MJ, Benovic JL, Codina J, Caron MG, Lefkowitz RJ (1990) Beta-arrestin: a protein that regulates beta-adrenergic receptor function. Science 248(4962):1547–1550

    Article  CAS  PubMed  Google Scholar 

  77. Luttrell LM, Ferguson SS, Daaka Y, Miller WE, Maudsley S, Della Rocca GJ, Lin F, Kawakatsu H, Owada K, Luttrell DK, Caron MG, Lefkowitz RJ (1999) Beta-arrestin-dependent formation of beta2 adrenergic receptor-Src protein kinase complexes. Science 283(5402):655–661

    Article  CAS  PubMed  Google Scholar 

  78. Ma Z, Du L, Li M (2014) Toward fluorescent probes for G-protein-coupled receptors (GPCRs). J Med Chem 57(20):8187–8203

    Article  CAS  PubMed  Google Scholar 

  79. Malmstrom RD, Lee CT, Van Wart A, Amaro RE (2014) On the application of molecular-dynamics based Markov state models to functional proteins. J Chem Theory Comput 10(7):2648–2657

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  80. Mancini AD, Bertrand G, Vivot K, Carpentier E, Tremblay C, Ghislain J, Bouvier M, Poitout V (2015) Beta-arrestin recruitment and biased agonism at free fatty acid receptor 1. J Biol Chem 290(34):21131–21140

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  81. Manglik A, Lin H, Aryal DK, McCorvy JD, Dengler D, Corder G, Levit A, Kling RC, Bernat V, Hubner H, Huang XP, Sassano MF, Giguere PM, Lober S, Da D, Scherrer G, Kobilka BK, Gmeiner P, Roth BL, Shoichet BK (2016) Structure-based discovery of opioid analgesics with reduced side effects. Nature 537(7619):185–190

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  82. May LT, Leach K, Sexton PM, Christopoulos A (2007) Allosteric modulation of G protein-coupled receptors. Annu Rev Pharmacol Toxicol 47:1–51

    Article  CAS  PubMed  Google Scholar 

  83. Miranker A, Karplus M (1991) Functionality maps of binding sites: a multiple copy simultaneous search method. Proteins 11(1):29–34

    Article  CAS  PubMed  Google Scholar 

  84. Mohler H, Fritschy JM, Rudolph U (2002) A new benzodiazepine pharmacology. J Pharmacol Exp Ther 300(1):2–8

    Article  CAS  PubMed  Google Scholar 

  85. Monod J, Wyman J, Changeux JP (1965) On the nature of allosteric transitions: a plausible model. J Mol Biol 12:88–118

    Article  CAS  PubMed  Google Scholar 

  86. Montaner JS, Reiss P, Cooper D, Vella S, Harris M, Conway B, Wainberg MA, Smith D, Robinson P, Hall D, Myers M, Lange JM (1998) A randomized, double-blind trial comparing combinations of nevirapine, didanosine, and zidovudine for HIV-infected patients: the INCAS trial. Italy, The Netherlands, Canada and Australia study. JAMA 279(12):930–937

    Article  CAS  PubMed  Google Scholar 

  87. Nawaratne V, Leach K, Felder CC, Sexton PM, Christopoulos A (2010) Structural determinants of allosteric agonism and modulation at the M4 muscarinic acetylcholine receptor: identification of ligand-specific and global activation mechanisms. J Biol Chem 285(25):19012–19021

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  88. Negri A, Rives ML, Caspers MJ, Prisinzano TE, Javitch JA, Filizola M (2013) Discovery of a novel selective kappa-opioid receptor agonist using crystal structure-based virtual screening. J Chem Inf Model 53(3):521–526

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  89. Ngan CH, Hall DR, Zerbe B, Grove LE, Kozakov D, Vajda S (2012) FTSite: high accuracy detection of ligand binding sites on unbound protein structures. Bioinformatics 28(2):286–287

    Article  CAS  PubMed  Google Scholar 

  90. Novinec M, Korenc M, Caflisch A, Ranganathan R, Lenarcic B, Baici A (2014) A novel allosteric mechanism in the cysteine peptidase cathepsin K discovered by computational methods. Nat Commun 5:3287

    Article  PubMed  CAS  Google Scholar 

  91. Nussinov R, Tsai CJ (2012) The different ways through which specificity works in orthosteric and allosteric drugs. Curr Pharm Design 18(9):1311–1316

    Article  CAS  Google Scholar 

  92. Offermanns S, Simon MI (1995) G alpha 15 and G alpha 16 couple a wide variety of receptors to phospholipase C. J Biol Chem 270(25):15175–15180

    Article  CAS  PubMed  Google Scholar 

  93. Oswald C, Rappas M, Kean J, Dore AS, Errey JC, Bennett K, Deflorian F, Christopher JA, Jazayeri A, Mason JS, Congreve M, Cooke RM, Marshall FH (2016) Intracellular allosteric antagonism of the CCR9 receptor. Nature 540(7633):462–465

    Article  CAS  PubMed  Google Scholar 

  94. Pan Y, Tsai CJ, Ma B, Nussinov R (2010) Mechanisms of transcription factor selectivity. Trends Genet: TIG 26(2):75–83

    Article  CAS  PubMed  Google Scholar 

  95. Pande VS, Beauchamp K, Bowman GR (2010) Everything you wanted to know about Markov state models but were afraid to ask. Methods 52(1):99–105

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  96. Panjkovich A, Daura X (2014) PARS: a web server for the prediction of protein allosteric and regulatory sites. Bioinformatics 30(9):1314–1315

    Article  CAS  PubMed  Google Scholar 

  97. Peddibhotla S, Hedrick MP, Hershberger P, Maloney PR, Li Y, Milewski M, Gosalia P, Gray W, Mehta A, Sugarman E, Hood B, Suyama E, Nguyen K, Heynen-Genel S, Vasile S, Salaniwal S, Stonich D, Su Y, Mangravita-Novo A, Vicchiarelli M, Roth GP, Smith LH, Chung TD, Hanson GR, Thomas JB, Caron MG, Barak LS, Pinkerton AB (2013) Discovery of ML314, a brain penetrant non-peptidic beta-arrestin biased agonist of the neurotensin NTR1 receptor. ACS Med Chem Lett 4(9):846–851

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  98. Pomerantz WC, Wang N, Lipinski AK, Wang R, Cierpicki T, Mapp AK (2012) Profiling the dynamic interfaces of fluorinated transcription complexes for ligand discovery and characterization. ACS Chem Biol 7(8):1345–1350

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  99. Qi Y, Wang Q, Tang B, Lai L (2012) Identifying allosteric binding sites in proteins with a two-state go model for novel allosteric effector discovery. J Chem Theory Comput 8(8):2962–2971

    Article  CAS  PubMed  Google Scholar 

  100. Rodriguez D, Gao ZG, Moss SM, Jacobson KA, Carlsson J (2015a) Molecular docking screening using agonist-bound GPCR structures: probing the A2A adenosine receptor. J Chem Inf Model 55(3):550–563

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  101. Rodriguez D, Ranganathan A, Carlsson J (2015b) Discovery of GPCR ligands by molecular docking screening: novel opportunities provided by crystal structures. Curr Top Med Chem 15(24):2484–2503

    Article  CAS  PubMed  Google Scholar 

  102. Rossetti M, Porchetta A (2018) Allosterically regulated DNA-based switches: from design to bioanalytical applications. Anal Chim Acta 1012:30–41

    Article  CAS  PubMed  Google Scholar 

  103. Schann S, Mayer S, Franchet C, Frauli M, Steinberg E, Thomas M, Baron L, Neuville P (2010) Chemical switch of a metabotropic glutamate receptor 2 silent allosteric modulator into dual metabotropic glutamate receptor 2/3 negative/positive allosteric modulators. J Med Chem 53(24):8775–8779

    Article  CAS  PubMed  Google Scholar 

  104. Schauer GD, Huber KD, Leuba SH, Sluis-Cremer N (2014) Mechanism of allosteric inhibition of HIV-1 reverse transcriptase revealed by single-molecule and ensemble fluorescence. Nucleic Acids Res 42(18):11687–11696

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  105. Schwantes CR, McGibbon RT, Pande VS (2014) Perspective: Markov models for long-timescale biomolecular dynamics. J Chem Phys 141(9):090901

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  106. Sevcsik E, Trexler AJ, Dunn JM, Rhoades E (2011) Allostery in a disordered protein: oxidative modifications to alpha-synuclein act distally to regulate membrane binding. J Am Chem Soc 133(18):7152–7158

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  107. Shen Q, Wang G, Li S, Liu X, Lu S, Chen Z, Song K, Yan J, Geng L, Huang Z, Huang W, Chen G, Zhang J (2016) ASD v3.0: unraveling allosteric regulation with structural mechanisms and biological networks. Nucleic Acids Res 44(D1):D527–D535

    Article  CAS  PubMed  Google Scholar 

  108. Shoichet BK, Kobilka BK (2012) Structure-based drug screening for G-protein-coupled receptors. Trends Pharmacol Sci 33(5):268–272

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  109. Shukla D, Hernandez CX, Weber JK, Pande VS (2015) Markov state models provide insights into dynamic modulation of protein function. Acc Chem Res 48(2):414–422

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  110. Soergel DG, Subach RA, Burnham N, Lark MW, James IE, Sadler BM, Skobieranda F, Violin JD, Webster LR (2014) Biased agonism of the mu-opioid receptor by TRV130 increases analgesia and reduces on-target adverse effects versus morphine: a randomized, double-blind, placebo-controlled, crossover study in healthy volunteers. Pain 155(9):1829–1835

    Article  CAS  PubMed  Google Scholar 

  111. Srivastava A, Yano J, Hirozane Y, Kefala G, Gruswitz F, Snell G, Lane W, Ivetac A, Aertgeerts K, Nguyen J, Jennings A, Okada K (2014) High-resolution structure of the human GPR40 receptor bound to allosteric agonist TAK-875. Nature 513(7516):124–127

    Article  CAS  PubMed  Google Scholar 

  112. Strickland D, Moffat K, Sosnick TR (2008) Light-activated DNA binding in a designed allosteric protein. Proc Natl Acad Sci U S A 105(31):10709–10714

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  113. Subedi GP, Hanson QM, Barb AW (2014) Restricted motion of the conserved immunoglobulin G1 N-glycan is essential for efficient FcgammaRIIIa binding. Structure 22(10):1478–1488

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  114. Tahtaoui C, Guillier F, Klotz P, Galzi JL, Hibert M, Ilien B (2005) On the use of nonfluorescent dye labeled ligands in FRET-based receptor binding studies. J Med Chem 48(24):7847–7859

    Article  CAS  PubMed  Google Scholar 

  115. Tan Q, Zhu Y, Li J, Chen Z, Han GW, Kufareva I, Li T, Ma L, Fenalti G, Li J, Zhang W, Xie X, Yang H, Jiang H, Cherezov V, Liu H, Stevens RC, Zhao Q, Wu B (2013) Structure of the CCR5 chemokine receptor-HIV entry inhibitor maraviroc complex. Science 341(6152):1387–1390

    Article  CAS  PubMed  Google Scholar 

  116. Tewson P, Westenberg M, Zhao Y, Campbell RE, Quinn AM, Hughes TE (2012) Simultaneous detection of Ca2+ and diacylglycerol signaling in living cells. PLoS One 7(8):e42791

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  117. Tiwary P, Limongelli V, Salvalaglio M, Parrinello M (2015) Kinetics of protein-ligand unbinding: predicting pathways, rates, and rate-limiting steps. Proc Natl Acad Sci U S A 112(5):E386–E391

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  118. Torres PU (2006) Cinacalcet HCl: a novel treatment for secondary hyperparathyroidism caused by chronic kidney disease. J Ren Nutr 16(3):253–258

    Article  PubMed  Google Scholar 

  119. Udi Y, Fragai M, Grossman M, Mitternacht S, Arad-Yellin R, Calderone V, Melikian M, Toccafondi M, Berezovsky IN, Luchinat C, Sagi I (2013) Unraveling hidden regulatory sites in structurally homologous metalloproteases. J Mol Biol 425(13):2330–2346

    Article  CAS  PubMed  Google Scholar 

  120. Urs NM, Gee SM, Pack TF, McCorvy JD, Evron T, Snyder JC, Yang X, Rodriguiz RM, Borrelli E, Wetsel WC, Jin J, Roth BL, O’Donnell P, Caron MG (2016) Distinct cortical and striatal actions of a beta-arrestin-biased dopamine D2 receptor ligand reveal unique antipsychotic-like properties. Proc Natl Acad Sci U S A 113(50):E8178–E8186

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  121. Valant C, May LT, Aurelio L, Chuo CH, White PJ, Baltos JA, Sexton PM, Scammells PJ, Christopoulos A (2014) Separation of on-target efficacy from adverse effects through rational design of a bitopic adenosine receptor agonist. Proc Natl Acad Sci U S A 111(12):4614–4619

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  122. Vecchio EA, Baltos JA, Nguyen ATN, Christopoulos A, White PJ, May LT (2018) New paradigms in adenosine receptor pharmacology: allostery, oligomerization and biased agonism. Br J Pharmacol 175:4036

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  123. Vecchio EA, Chuo CH, Baltos JA, Ford L, Scammells PJ, Wang BH, Christopoulos A, White PJ, May LT (2016) The hybrid molecule, VCP746, is a potent adenosine A2B receptor agonist that stimulates anti-fibrotic signalling. Biochem Pharmacol 117:46–56

    Article  CAS  PubMed  Google Scholar 

  124. Vulpetti A, Hommel U, Landrum G, Lewis R, Dalvit C (2009) Design and NMR-based screening of LEF, a library of chemical fragments with different local environment of fluorine. J Am Chem Soc 131(36):12949–12959

    Article  CAS  PubMed  Google Scholar 

  125. Wass MN, Kelley LA, Sternberg MJ (2010) 3DLigandSite: predicting ligand-binding sites using similar structures. Nucleic Acids Res 38(Web Server issue):W469–W473

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  126. Weber M, Ferrer M, Zheng W, Inglese J, Strulovici B, Kunapuli P (2004) A 1536-well cAMP assay for Gs- and Gi-coupled receptors using enzyme fragmentation complementation. Assay Drug Dev Technol 2(1):39–49

    Article  CAS  PubMed  Google Scholar 

  127. Weiss DR, Ahn S, Sassano MF, Kleist A, Zhu X, Strachan R, Roth BL, Lefkowitz RJ, Shoichet BK (2013) Conformation guides molecular efficacy in docking screens of activated beta-2 adrenergic G protein coupled receptor. ACS Chem Biol 8(5):1018–1026

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  128. Wenthur CJ, Gentry PR, Mathews TP, Lindsley CW (2014) Drugs for allosteric sites on receptors. Annu Rev Pharmacol Toxicol 54:165–184

    Article  CAS  PubMed  Google Scholar 

  129. Wootten D, Simms J, Koole C, Woodman OL, Summers RJ, Christopoulos A, Sexton PM (2011) Modulation of the glucagon-like peptide-1 receptor signaling by naturally occurring and synthetic flavonoids. J Pharmacol Exp Ther 336(2):540–550

    Article  CAS  PubMed  Google Scholar 

  130. Wu B, Chien EY, Mol CD, Fenalti G, Liu W, Katritch V, Abagyan R, Brooun A, Wells P, Bi FC, Hamel DJ, Kuhn P, Handel TM, Cherezov V, Stevens RC (2010) Structures of the CXCR4 chemokine GPCR with small-molecule and cyclic peptide antagonists. Science 330(6007):1066–1071

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  131. Yang F, Yu X, Liu C, Qu CX, Gong Z, Liu HD, Li FH, Wang HM, He DF, Yi F, Song C, Tian CL, Xiao KH, Wang JY, Sun JP (2015) Phospho-selective mechanisms of arrestin conformations and functions revealed by unnatural amino acid incorporation and 19F-NMR. Nat Commun 6:8202

    Article  PubMed  Google Scholar 

  132. Yu J, Zhou Y, Tanaka I, Yao M (2010) Roll: a new algorithm for the detection of protein pockets and cavities with a rolling probe sphere. Bioinformatics 26(1):46–52

    Article  PubMed  CAS  Google Scholar 

  133. Zhang D, Gao ZG, Zhang K, Kiselev E, Crane S, Wang J, Paoletta S, Yi C, Ma L, Zhang W, Han GW, Liu H, Cherezov V, Katritch V, Jiang H, Stevens RC, Jacobson KA, Zhao Q, Wu B (2015) Two disparate ligand-binding sites in the human P2Y1 receptor. Nature 520(7547):317–321

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  134. Zheng Y, Qin L, Zacarias NV, de Vries H, Han GW, Gustavsson M, Dabros M, Zhao C, Cherney RJ, Carter P, Stamos D, Abagyan R, Cherezov V, Stevens RC, AP IJ, Heitman LH, Tebben A, Kufareva I, Handel TM (2016) Structure of CC chemokine receptor 2 with orthosteric and allosteric antagonists. Nature 540(7633):458–461

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  135. Zidar DA, Violin JD, Whalen EJ, Lefkowitz RJ (2009) Selective engagement of G protein coupled receptor kinases (GRKs) encodes distinct functions of biased ligands. Proc Natl Acad Sci U S A 106(24):9649–9654

    Article  CAS  PubMed  PubMed Central  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Hualiang Jiang .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2019 Springer Nature Singapore Pte Ltd.

About this chapter

Check for updates. Verify currency and authenticity via CrossMark

Cite this chapter

Cheng, X., Jiang, H. (2019). Allostery in Drug Development. In: Zhang, J., Nussinov, R. (eds) Protein Allostery in Drug Discovery. Advances in Experimental Medicine and Biology, vol 1163. Springer, Singapore. https://doi.org/10.1007/978-981-13-8719-7_1

Download citation

Publish with us

Policies and ethics