Prediction of functionally important residues based solely on the computed energetics of protein structure.

Catalytic and other functionally important residues in proteins can often be mutated to yield more stable proteins. Many of these residues are charged residues that are located in electrostatically unfavorable environments. Here it is demonstrated that because continuum electrostatics methods can identify these destabilizing residues, the same methods can also be used to identify functionally important residues in otherwise uncharacterized proteins. To establish this point, detailed calculations are performed on six proteins for which good structural and mutational data are available from experiments. In all cases it is shown that functionally important residues known to be destabilizing experimentally are among the most destabilizing residues found in the calculations. A larger scale analysis performed on 216 different proteins demonstrates the existence of a general relationship between the calculated electrostatic energy of a charged residue and its degree of evolutionary conservation. This relationship becomes obscured when electrostatic energies are calculated using Coulomb's law instead of the more complete continuum electrostatics method. Finally, in a first predictive application of the method, calculations are performed on three proteins whose structures have recently been reported by a structural genomics consortium.

[1]  A. Warshel,et al.  Energetics of enzyme catalysis. , 1978, Proceedings of the National Academy of Sciences of the United States of America.

[2]  M J Sternberg,et al.  Analysis and prediction of the location of catalytic residues in enzymes. , 1988, Protein engineering.

[3]  J Moult,et al.  Analysis of the steric strain in the polypeptide backbone of protein molecules , 1991, Proteins.

[4]  L Serrano,et al.  Effect of active site residues in barnase on activity and stability. , 1992, Journal of molecular biology.

[5]  L. Gierasch,et al.  Mutating the charged residues in the binding pocket of cellular retinoic acid‐binding protein simultaneously reduces its binding affinity to retinoic acid and increases its thermostability , 1992, Proteins.

[6]  Amino acid sequences of ovomucoid third domains from 27 additional species of birds , 1993, Journal of protein chemistry.

[7]  B Honig,et al.  On the pH dependence of protein stability. , 1993, Journal of molecular biology.

[8]  B. Tidor,et al.  Do salt bridges stabilize proteins? A continuum electrostatic analysis , 1994, Protein science : a publication of the Protein Society.

[9]  K. Sharp,et al.  Accurate Calculation of Hydration Free Energies Using Macroscopic Solvent Models , 1994 .

[10]  G Schreiber,et al.  Stability and function: two constraints in the evolution of barstar and other proteins. , 1994, Structure.

[11]  J. Thompson,et al.  CLUSTAL W: improving the sensitivity of progressive multiple sequence alignment through sequence weighting, position-specific gap penalties and weight matrix choice. , 1994, Nucleic acids research.

[12]  A. Fersht,et al.  Protein-protein recognition: crystal structural analysis of a barnase-barstar complex at 2.0-A resolution. , 1994, Biochemistry.

[13]  B. Honig,et al.  Free energy determinants of secondary structure formation: I. alpha-Helices. , 1995, Journal of molecular biology.

[14]  B. Honig,et al.  Classical electrostatics in biology and chemistry. , 1995, Science.

[15]  B K Shoichet,et al.  A relationship between protein stability and protein function. , 1995, Proceedings of the National Academy of Sciences of the United States of America.

[16]  L. R. Scott,et al.  Electrostatics and diffusion of molecules in solution: simulations with the University of Houston Brownian dynamics program , 1995 .

[17]  M. Swindells,et al.  Protein clefts in molecular recognition and function. , 1996, Protein science : a publication of the Protein Society.

[18]  S Karlin,et al.  Clusters of charged residues in protein three-dimensional structures. , 1996, Proceedings of the National Academy of Sciences of the United States of America.

[19]  A. Fersht,et al.  Rapid, electrostatically assisted association of proteins , 1996, Nature Structural Biology.

[20]  Michael K. Gilson,et al.  The determinants of pK(a)s in proteins , 1996 .

[21]  M. Oobatake,et al.  Thermal Stability of Escherichia coli Ribonuclease HI and Its Active Site Mutants in the Presence and Absence of the Mg2+ Ion , 1996, The Journal of Biological Chemistry.

[22]  H. Wolfson,et al.  A dataset of protein-protein interfaces generated with a sequence-order-independent comparison technique. , 1996, Journal of molecular biology.

[23]  M. Gilson,et al.  The determinants of pKas in proteins. , 1996, Biochemistry.

[24]  B. Honig,et al.  Free energy determinants of secondary structure formation: III. beta-turns and their role in protein folding. , 1996, Journal of molecular biology.

[25]  C. Sander,et al.  Errors in protein structures , 1996, Nature.

[26]  Thomas L. Madden,et al.  Gapped BLAST and PSI-BLAST: a new generation of protein database search programs. , 1997, Nucleic acids research.

[27]  S. Jones,et al.  Analysis of protein-protein interaction sites using surface patches. , 1997, Journal of molecular biology.

[28]  S. Jones,et al.  Prediction of protein-protein interaction sites using patch analysis. , 1997, Journal of molecular biology.

[29]  R. Wade,et al.  Exceptionally stable salt bridges in cytochrome P450cam have functional roles. , 1997, Biochemistry.

[30]  A. Elcock The stability of salt bridges at high temperatures: implications for hyperthermophilic proteins. , 1998, Journal of molecular biology.

[31]  H. Edelsbrunner,et al.  Anatomy of protein pockets and cavities: Measurement of binding site geometry and implications for ligand design , 1998, Protein science : a publication of the Protein Society.

[32]  Tirso Pons,et al.  Homology modeling, model and software evaluation: three related resources , 1998, Bioinform..

[33]  A. Warshel Electrostatic Origin of the Catalytic Power of Enzymes and the Role of Preorganized Active Sites* , 1998, The Journal of Biological Chemistry.

[34]  A. Warshel,et al.  The effect of protein relaxation on charge-charge interactions and dielectric constants of proteins. , 1998, Biophysical journal.

[35]  C. Orengo,et al.  From protein structure to function. , 1999, Current opinion in structural biology.

[36]  G. Makhatadze,et al.  Engineering a thermostable protein via optimization of charge-charge interactions on the protein surface. , 1999, Biochemistry.

[37]  B Honig,et al.  Electrostatic contributions to the stability of hyperthermophilic proteins. , 1999, Journal of molecular biology.

[38]  K. Volz A test case for structure‐based functional assignment: The 1.2 Å crystal structure of the yjgF gene product from Escherichia coli , 2008, Protein science : a publication of the Protein Society.

[39]  L. Mirny,et al.  Universally conserved positions in protein folds: reading evolutionary signals about stability, folding kinetics and function. , 1999, Journal of molecular biology.

[40]  Kevin L. Shaw,et al.  Increasing protein stability by altering long‐range coulombic interactions , 1999, Protein science : a publication of the Protein Society.

[41]  A. Sali,et al.  Structural genomics: beyond the Human Genome Project , 1999, Nature Genetics.

[42]  A. Elcock Realistic modeling of the denatured states of proteins allows accurate calculations of the pH dependence of protein stability. , 1999, Journal of molecular biology.

[43]  G Klebe,et al.  Improving macromolecular electrostatics calculations. , 1999, Protein engineering.

[44]  R. Nussinov,et al.  Electrostatic strengths of salt bridges in thermophilic and mesophilic glutamate dehydrogenase monomers , 2000, Proteins.

[45]  A. Edwards,et al.  Structure-based functional classification of hypothetical protein MTH538 from Methanobacterium thermoautotrophicum. , 2000, Journal of molecular biology.

[46]  I. Luque,et al.  Structural stability of binding sites: Consequences for binding affinity and allosteric effects , 2000, Proteins.

[47]  Mark Gerstein,et al.  Structural proteomics of an archaeon , 2000, Nature Structural Biology.

[48]  E. Lattman,et al.  High apparent dielectric constants in the interior of a protein reflect water penetration. , 2000, Biophysical journal.

[49]  B. Tidor,et al.  Rational modification of protein stability by the mutation of charged surface residues. , 2000, Biochemistry.

[50]  Udo Heinemann,et al.  Two exposed amino acid residues confer thermostability on a cold shock protein , 2000, Nature Structural Biology.

[51]  S. Brenner,et al.  Expectations from structural genomics , 2008, Protein science : a publication of the Protein Society.

[52]  A. Elcock,et al.  Identification of protein oligomerization states by analysis of interface conservation , 2001, Proceedings of the National Academy of Sciences of the United States of America.

[53]  A. Elcock,et al.  Computer Simulation of Protein−Protein Interactions , 2001 .

[54]  T. Simonson,et al.  Macromolecular electrostatics: continuum models and their growing pains. , 2001, Current opinion in structural biology.

[55]  [Energetics of enzymatic reactions]. , 2002, Seikagaku. The Journal of Japanese Biochemical Society.