The consequences of translational and rotational entropy lost by small molecules on binding to proteins

When a small molecule binds to a protein, it loses a significant amount of rigid body translational and rotational entropy. Estimates of the associated energy barrier vary widely in the literature yet accurate estimates are important in the interpretation of results from fragment-based drug discovery techniques. This paper describes an analysis that allows the estimation of the rigid body entropy barrier from the increase in binding affinities that results when two fragments of known affinity and known binding mode are joined together. The paper reviews the relatively rare number of examples where good quality data is available. From the analysis of this data, we estimate that the barrier to binding, due to the loss of rigid-body entropy, is 15–20 kJ/mol, i.e. around 3 orders of magnitude in affinity at 298 K. This large barrier explains why it is comparatively rare to observe multiple fragments binding to non-overlapping adjacent sites in enzymes. The barrier is also consistent with medicinal chemistry experience where small changes in the critical binding regions of ligands are often poorly tolerated by enzymes.

[1]  A Coda,et al.  Three-dimensional structure of the tetragonal crystal form of egg-white avidin in its functional complex with biotin at 2.7 A resolution. , 1993, Journal of molecular biology.

[2]  Tudor I. Oprea,et al.  The Design of Leadlike Combinatorial Libraries. , 1999, Angewandte Chemie.

[3]  Garland R. Marshall,et al.  VALIDATE: A New Method for the Receptor-Based Prediction of Binding Affinities of Novel Ligands , 1996 .

[4]  George M. Whitesides,et al.  Tight Binding of a Dimeric Derivative of Vancomycin with Dimeric L-Lys-D-Ala-D-Ala , 1997 .

[5]  D. Kostrewa,et al.  Novel inhibitors of DNA gyrase: 3D structure based biased needle screening, hit validation by biophysical methods, and 3D guided optimization. A promising alternative to random screening. , 2000, Journal of medicinal chemistry.

[6]  K. P. Murphy,et al.  Entropy in biological binding processes: Estimation of translational entropy loss , 1994, Proteins.

[7]  G. V. Paolini,et al.  Empirical scoring functions: I. The development of a fast empirical scoring function to estimate the binding affinity of ligands in receptor complexes , 1997, J. Comput. Aided Mol. Des..

[8]  Dudley H. Williams,et al.  The cost of conformational order: entropy changes in molecular associations , 1992 .

[9]  Jean M. Severin,et al.  Identification of novel inhibitors of urokinase via NMR-based screening. , 2000, Journal of medicinal chemistry.

[10]  M. Gilson,et al.  The statistical-thermodynamic basis for computation of binding affinities: a critical review. , 1997, Biophysical journal.

[11]  Vicki L. Nienaber,et al.  Discovering novel ligands for macromolecules using X-ray crystallographic screening , 2000, Nature Biotechnology.

[12]  Andrew R. Leach,et al.  Molecular Complexity and Its Impact on the Probability of Finding Leads for Drug Discovery , 2001, J. Chem. Inf. Comput. Sci..

[13]  P. Hajduk,et al.  NMR-based discovery of lead inhibitors that block DNA binding of the human papillomavirus E2 protein. , 1997, Journal of medicinal chemistry.

[14]  P. Andrews,et al.  Functional group contributions to drug-receptor interactions. , 1984, Journal of medicinal chemistry.

[15]  Hans-Joachim Böhm,et al.  Prediction of binding constants of protein ligands: A fast method for the prioritization of hits obtained from de novo design or 3D database search programs , 1998, J. Comput. Aided Mol. Des..

[16]  J. Gasteiger,et al.  FROM ATOMS AND BONDS TO THREE-DIMENSIONAL ATOMIC COORDINATES : AUTOMATIC MODEL BUILDERS , 1993 .

[17]  S. Lowen The Biophysical Journal , 1960, Nature.

[18]  George M. Whitesides,et al.  Design, Synthesis, and Characterization of a High-Affinity Trivalent System Derived from Vancomycin and l-Lys-d-Ala-d-Ala , 2000 .

[19]  R. Lum,et al.  Dibasic inhibitors of human mast cell tryptase. Part 1: synthesis and optimization of a novel class of inhibitors. , 2000, Bioorganic & medicinal chemistry letters.

[20]  S E Ealick,et al.  Calf spleen purine nucleoside phosphorylase complexed with substrates and substrate analogues. , 1998, Biochemistry.

[21]  G M Whitesides,et al.  A trivalent system from vancomycin.D-ala-D-Ala with higher affinity than avidin.biotin. , 1998, Science.

[22]  P. Hajduk,et al.  Novel inhibitors of Erm methyltransferases from NMR and parallel synthesis. , 1999, Journal of medicinal chemistry.

[23]  F. Young Biochemistry , 1955, The Indian Medical Gazette.

[24]  P. Hajduk,et al.  Discovering High-Affinity Ligands for Proteins: SAR by NMR , 1996, Science.

[25]  Ajay N. Jain Scoring noncovalent protein-ligand interactions: A continuous differentiable function tuned to compute binding affinities , 1996, J. Comput. Aided Mol. Des..

[26]  George M. Whitesides,et al.  Estimating the Entropic Cost of Self-Assembly of Multiparticle Hydrogen-Bonded Aggregates Based on the Cyanuric Acid·Melamine Lattice , 1998 .

[27]  Ajay,et al.  The SHAPES strategy: an NMR-based approach for lead generation in drug discovery. , 1999, Chemistry & biology.

[28]  Jean M. Severin,et al.  Discovery of Potent Nonpeptide Inhibitors of Stromelysin Using SAR by NMR , 1997 .

[29]  D. H. Wertz,et al.  Relationship between the gas-phase entropies of molecules and their entropies of solvation in water and 1-octanol , 1980 .

[30]  George M. Whitesides,et al.  Using a Convenient, Quantitative Model for Torsional Entropy To Establish Qualitative Trends for Molecular Processes That Restrict Conformational Freedom , 1998 .

[31]  George M Whitesides,et al.  Polyvalent Interactions in Biological Systems: Implications for Design and Use of Multivalent Ligands and Inhibitors. , 1998, Angewandte Chemie.