Relationship Between Amino Acid Properties and Protein Stability: Buried Mutations

In order to understand the mechanism of protein stability and to develop a simple method for predicting mutation-induced stability changes, we analyzed the relationship between stability changes caused by buried mutations and changes in 48 amino acid properties. As expected from the importance of hydrophobicity, properties reflecting hydrophobicity are strongly correlated with the stability of proteins. We found that subgroup classification based on secondary structure increased correlations significantly, and mutations within β-strand segments correlated better than did those in α-helical segments, which may result from stronger hydrophobicity of the β-strands. Multiple regression analyses incorporating combinations of three properties from among all possible combinations of the 48 properties increased the correlation coefficient to 0.88 and by an average of 13% for all data sets. Analyzing the stability of tryptophan synthase mutants with Glu49 replaced by all other residues except Arg revealed that combining buriedness, solvent-accessible surface area for denatured protein, and unfolding Gibbs free energy change increased the correlation to 0.95. Consideration of sequence and structural information (neighboring residues in sequence and in space) did not significantly strengthen the correlations in buried mutations, suggesting that nonspecific interactions dominate in the interior of proteins.

[1]  M Karplus,et al.  Simulation analysis of the stability mutant R96H of T4 lysozyme. , 1991, Biochemistry.

[2]  P K Ponnuswamy,et al.  Dynamics of amino acid residues in globular proteins. , 2009, International journal of peptide and protein research.

[3]  M. Oobatake,et al.  An analysis of non-bonded energy of proteins. , 1977, Journal of theoretical biology.

[4]  M. Oobatake,et al.  Hydration and heat stability effects on protein unfolding. , 1991, Progress in biophysics and molecular biology.

[5]  C. Chothia The nature of the accessible and buried surfaces in proteins. , 1976, Journal of molecular biology.

[6]  D Gilis,et al.  Different derivations of knowledge-based potentials and analysis of their robustness and context-dependent predictive power. , 1998, European journal of biochemistry.

[7]  D. Eisenberg,et al.  Hydrophobic moments and protein structure , 1982 .

[8]  D Gilis,et al.  Predicting protein stability changes upon mutation using database-derived potentials: solvent accessibility determines the importance of local versus non-local interactions along the sequence. , 1997, Journal of molecular biology.

[9]  T L Blundell,et al.  Prediction of the stability of protein mutants based on structural environment-dependent amino acid substitution and propensity tables. , 1997, Protein engineering.

[10]  C. Pace,et al.  Forces contributing to the conformational stability of proteins , 1996, FASEB journal : official publication of the Federation of American Societies for Experimental Biology.

[11]  P. Ponnuswamy,et al.  Hydrophobic character of amino acid residues in globular proteins , 1978, Nature.

[12]  M. Michael Gromiha,et al.  Relationship Between Amino Acid Properties and Protein Compressibility , 1993 .

[13]  G. Rose,et al.  Hydrophobicity of amino acid residues in globular proteins. , 1985, Science.

[14]  P K Ponnuswamy,et al.  Prediction of protein secondary structures from their hydrophobic characteristics. , 2009, International journal of peptide and protein research.

[15]  R. Verrall,et al.  Implications of protein folding. Additivity schemes for volumes and compressibilities. , 1988, The Journal of biological chemistry.

[16]  Minoru Saito,et al.  Molecular dynamics/free energy study of a protein in solution with all degrees of freedom and long-range Coulomb interactions , 1995 .

[17]  D. D. Jones,et al.  Amino acid properties and side-chain orientation in proteins: a cross correlation appraoch. , 1975, Journal of theoretical biology.

[18]  C. Pace,et al.  Conformational stability of globular proteins. , 1990, Trends in biochemical sciences.

[19]  Akinori Sarai,et al.  ProTherm: Thermodynamic Database for Proteins and Mutants , 1999, Nucleic Acids Res..

[20]  G J Williams,et al.  The Protein Data Bank: a computer-based archival file for macromolecular structures. , 1977, Journal of molecular biology.

[21]  G. Rose,et al.  Hydrogen bonding, hydrophobicity, packing, and protein folding. , 1993, Annual review of biophysics and biomolecular structure.

[22]  D Gilis,et al.  Stability changes upon mutation of solvent-accessible residues in proteins evaluated by database-derived potentials. , 1996, Journal of molecular biology.

[23]  D. Eisenberg,et al.  Correlation of sequence hydrophobicities measures similarity in three-dimensional protein structure. , 1983, Journal of molecular biology.

[24]  M. Michael Gromiha,et al.  Influence of Medium and Long Range Interactions in Different Structural Classes of Globular Proteins , 1997, Journal of biological physics.

[25]  J. Koča,et al.  Computational site-directed mutagenesis of haloalkane dehalogenase in position 172. , 1998, Protein engineering.

[26]  P K Ponnuswamy,et al.  Prediction of transmembrane helices from hydrophobic characteristics of proteins. , 2009, International journal of peptide and protein research.

[27]  A Kitao,et al.  Dependence of protein stability on the structure of the denatured state: free energy calculations of I56V mutation in human lysozyme. , 1998, Biophysical journal.

[28]  Donald H. Sanders,et al.  Statistics: A Fresh Approach , 1976 .

[29]  P. Ponnuswamy,et al.  Hydrophobic packing and spatial arrangement of amino acid residues in globular proteins. , 1980, Biochimica et biophysica acta.

[30]  C. Tanford,et al.  The solubility of amino acids and two glycine peptides in aqueous ethanol and dioxane solutions. Establishment of a hydrophobicity scale. , 1971, The Journal of biological chemistry.

[31]  C. Lee,et al.  Predicting protein mutant energetics by self-consistent ensemble optimization. , 1994, Journal of molecular biology.

[32]  W F van Gunsteren,et al.  Prediction of the activity and stability effects of site-directed mutagenesis on a protein core. , 1992, Journal of molecular biology.

[33]  P. A. Bash,et al.  Free energy calculations by computer simulation. , 1987, Science.

[34]  M. Gromiha,et al.  Importance of long-range interactions in protein folding. , 1999, Biophysical chemistry.

[35]  W. Pfeil,et al.  Protein Stability and Folding: A Collection of Thermodynamic Data , 1998 .

[36]  P. Ponnuswamy Hydrophobic characteristics of folded proteins. , 1993, Progress in biophysics and molecular biology.

[37]  M. Levitt,et al.  Accurate prediction of the stability and activity effects of site-directed mutagenesis on a protein core , 1991, Nature.

[38]  K. Dill Dominant forces in protein folding. , 1990, Biochemistry.

[39]  J. M. Zimmerman,et al.  The characterization of amino acid sequences in proteins by statistical methods. , 1968, Journal of theoretical biology.

[40]  M. Michael Gromiha,et al.  On the conformational stability of folded proteins , 1994 .

[41]  Gerald D Fasman Handbook of Biochemistry , 1976 .

[42]  M. Gromiha,et al.  Importance of long-range interactions in (α/β)8 barrel fold , 1998, Journal of protein chemistry.

[43]  M M Gromiha,et al.  Protein secondary structure prediction in different structural classes. , 1998, Protein engineering.

[44]  H. A. Sober,et al.  Handbook of Biochemistry: Selected Data for Molecular Biology , 1971 .

[45]  Frederic M. Richards,et al.  Packing of α-helices: Geometrical constraints and contact areas☆ , 1978 .