4n5p Citations

Methyl, ethyl, propyl, butyl: futile but not for water, as the correlation of structure and thermodynamic signature shows in a congeneric series of thermolysin inhibitors.

ChemMedChem 9 833-46 (2014)
Related entries: 4mtw, 4mwp, 4mxj, 4mzn, 4n4e, 4n66, 4oi5

Cited: 40 times
EuropePMC logo PMID: 24623396

Abstract

Water is ubiquitously present in any biological system and has therefore to be regarded as an additional binding partner in the protein-ligand binding process. Upon complex formation, a new solvent-exposed surface is generated and water molecules from the first solvation layer will arrange around this newly formed surface. So far, the influence of such water arrangements on the ligand binding properties is unknown. In this study, the binding modes of nine congeneric phosphonamidate-type inhibitors with systematically varied, size-increasing hydrophobic P2 ' substituents (from methyl to phenylethyl) addressing the hydrophobic, solvent-exposed S2 ' pocket of thermolysin were analyzed by high-resolution crystal structures and correlated with their thermodynamic binding profiles as measured by isothermal titration calorimetry. Overall, ΔΔG spreads over 7.0 kJ mol(-1) , ΔΔH varies by 15.8 kJ mol(-1) , and -TΔΔS by 12.1 kJ mol(-1) . Throughout the series, these changes correlate remarkably well with the geometric differences of water molecules arranged adjacent to the P2 ' substituents. Ligands with medium-sized P2 ' substituents exhibit highest affinities, presumably because of their optimal solvation patterns around these complexes. The addition, removal, or rearrangement of even a single methyl group can result in a strong modulation of the adjacent water network pattern shifting from enthalpy to entropy-driven binding. In conclusion, the quality of a water network assembled around a protein-ligand complex influences the enthalpy/entropy signature and can even modulate affinity to a surprising extent.

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  1. Molecular recognition in chemical and biological systems. Persch E, Dumele O, Diederich F. Angew Chem Int Ed Engl 54 3290-3327 (2015)
  2. Applying thermodynamic profiling in lead finding and optimization. Klebe G. Nat Rev Drug Discov 14 95-110 (2015)
  3. The Molecular Origin of Enthalpy/Entropy Compensation in Biomolecular Recognition. Fox JM, Zhao M, Fink MJ, Kang K, Whitesides GM. Annu Rev Biophys 47 223-250 (2018)
  4. Thermodynamics of protein-ligand interactions as a reference for computational analysis: how to assess accuracy, reliability and relevance of experimental data. Krimmer SG, Klebe G. J Comput Aided Mol Des 29 867-883 (2015)
  5. Applications of isothermal titration calorimetry - the research and technical developments from 2011 to 2015. Falconer RJ. J Mol Recognit 29 504-515 (2016)
  6. Structural Biology of HIV Integrase Strand Transfer Inhibitors. Jóźwik IK, Passos DO, Lyumkis D. Trends Pharmacol Sci 41 611-626 (2020)
  7. Redesign of water networks for efficient biocatalysis. Fink MJ, Syrén PO. Curr Opin Chem Biol 37 107-114 (2017)
  8. Thermodynamics and solvent linkage of macromolecule-ligand interactions. Duff MR, Howell EE. Methods 76 51-60 (2015)
  9. Forces Driving a Magic Bullet to Its Target: Revisiting the Role of Thermodynamics in Drug Design, Development, and Optimization. Minetti CA, Remeta DP. Life (Basel) 12 1438 (2022)
  10. HINT, a code for understanding the interaction between biomolecules: a tribute to Donald J. Abraham. Kellogg GE, Marabotti A, Spyrakis F, Mozzarelli A. Front Mol Biosci 10 1194962 (2023)
  11. The Advances and Limitations of the Determination and Applications of Water Structure in Molecular Engineering. Zsidó BZ, Bayarsaikhan B, Börzsei R, Szél V, Mohos V, Hetényi C. Int J Mol Sci 24 11784 (2023)

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  1. Chemical basis for the recognition of trimethyllysine by epigenetic reader proteins. Kamps JJ, Huang J, Poater J, Xu C, Pieters BJ, Dong A, Min J, Sherman W, Beuming T, Matthias Bickelhaupt F, Li H, Mecinović J. Nat Commun 6 8911 (2015)
  2. Homologous ligands accommodated by discrete conformations of a buried cavity. Merski M, Fischer M, Balius TE, Eidam O, Shoichet BK. Proc Natl Acad Sci U S A 112 5039-5044 (2015)
  3. Intrinsic thermodynamics of 4-substituted-2,3,5,6-tetrafluorobenzenesulfonamide binding to carbonic anhydrases by isothermal titration calorimetry. Zubrienė A, Smirnovienė J, Smirnov A, Morkūnaitė V, Michailovienė V, Jachno J, Juozapaitienė V, Norvaišas P, Manakova E, Gražulis S, Matulis D. Biophys Chem 205 51-65 (2015)
  4. Prediction of Ordered Water Molecules in Protein Binding Sites from Molecular Dynamics Simulations: The Impact of Ligand Binding on Hydration Networks. Rudling A, Orro A, Carlsson J. J Chem Inf Model 58 350-361 (2018)
  5. Strong nonadditivity as a key structure-activity relationship feature: distinguishing structural changes from assay artifacts. Kramer C, Fuchs JE, Liedl KR. J Chem Inf Model 55 483-494 (2015)
  6. The use of thermodynamic and kinetic data in drug discovery: decisive insight or increasing the puzzlement? Klebe G. ChemMedChem 10 229-231 (2015)
  7. Water-Restructuring Mutations Can Reverse the Thermodynamic Signature of Ligand Binding to Human Carbonic Anhydrase. Fox JM, Kang K, Sastry M, Sherman W, Sankaran B, Zwart PH, Whitesides GM. Angew Chem Int Ed Engl 56 3833-3837 (2017)
  8. RosettaLigandEnsemble: A Small-Molecule Ensemble-Driven Docking Approach. Fu DY, Meiler J. ACS Omega 3 3655-3664 (2018)
  9. Solvation Structure and Thermodynamic Mapping (SSTMap): An Open-Source, Flexible Package for the Analysis of Water in Molecular Dynamics Trajectories. Haider K, Cruz A, Ramsey S, Gilson MK, Kurtzman T. J Chem Theory Comput 14 418-425 (2018)
  10. Carbohydrate-Lectin Interactions: An Unexpected Contribution to Affinity. Navarra G, Zihlmann P, Jakob RP, Stangier K, Preston RC, Rabbani S, Smiesko M, Wagner B, Maier T, Ernst B. Chembiochem 18 539-544 (2017)
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  12. Bayesian analysis of isothermal titration calorimetry for binding thermodynamics. Nguyen TH, Rustenburg AS, Krimmer SG, Zhang H, Clark JD, Novick PA, Branson K, Pande VS, Chodera JD, Minh DDL. PLoS One 13 e0203224 (2018)
  13. Potent Inhibitors of Plasmodial Serine Hydroxymethyltransferase (SHMT) Featuring a Spirocyclic Scaffold. Schwertz G, Witschel MC, Rottmann M, Leartsakulpanich U, Chitnumsub P, Jaruwat A, Amornwatcharapong W, Ittarat W, Schäfer A, Aponte RA, Trapp N, Chaiyen P, Diederich F. ChemMedChem 13 931-943 (2018)
  14. Water Networks Repopulate Protein-Ligand Interfaces with Temperature. Stachowski TR, Vanarotti M, Seetharaman J, Lopez K, Fischer M. Angew Chem Int Ed Engl 61 e202112919 (2022)
  15. Boosting Affinity by Correct Ligand Preorganization for the S2 Pocket of Thrombin: A Study by Isothermal Titration Calorimetry, Molecular Dynamics, and High-Resolution Crystal Structures. Rühmann EH, Rupp M, Betz M, Heine A, Klebe G. ChemMedChem 11 309-319 (2016)
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  17. Elucidating the multiple roles of hydration for accurate protein-ligand binding prediction via deep learning. Mahmoud AH, Masters MR, Yang Y, Lill MA. Commun Chem 3 19 (2020)
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  26. Conserved Water Networks Identification for Drug Design Using Density Clustering Approaches on Positional and Orientational Data. Tošović J, Fijan D, Jukič M, Bren U. J Chem Inf Model 62 6105-6117 (2022)
  27. Exploiting activity cliffs for building pharmacophore models and comparison with other pharmacophore generation methods: sphingosine kinase 1 as case study. Mousa LA, Hatmal MM, Taha M. J Comput Aided Mol Des 36 39-62 (2022)
  28. Structural conservation of antibiotic interaction with ribosomes. Paternoga H, Crowe-McAuliffe C, Bock LV, Koller TO, Morici M, Beckert B, Myasnikov AG, Grubmüller H, Nováček J, Wilson DN. Nat Struct Mol Biol 30 1380-1392 (2023)
  29. Zirconium Coordination Chemistry and Its Role in Optimizing Hydroxymate Chelation: Insights from Molecular Dynamics. Sormani G, Korde A, Rodriguez A, Denecke M, Hassanali A. ACS Omega 8 36032-36042 (2023)