Heuristic molecular lipophilicity potential (HMLP): Lipophilicity and hydrophilicity of amino acid side chains

Heuristic molecular lipophilicity potential (HMLP) is applied in the study of lipophilicity and hydrphilcity of 20 natural amino acids side chains. The HMLP parameters, surface area Si, lipophilic indices Li, and hydrophilic indices Hi of amino acid side chains are derived from lipophilicity potential L(r). The parameters are correlated with the experimental data of phase‐transferring free energies of vapor‐to‐water, vapor‐to‐cyclohexane, vapor‐to‐octanol, cyclohexane‐to‐water, octanol‐to‐water, and cyclohexane‐to‐octanol through a linear free energy equation ΔG°tr,i = b0 + b1Si+ + b2Si− + b3Li + b4Hi. For all above six phase‐transfer free energies, the HMLP parameters of 20 amino acid side chains give good calculation results using linear free energy equation. HMLP is an ab initio quantum chemical approach and a structure‐based technique. Except for atomic van der Waals radii, there are no other empirical parameters used. The HMLP has clear physical and chemical meaning and provides useful lipophilic and hydrophilic parameters for the studies of proteins and peptides. © 2006 Wiley Periodicals, Inc. J Comput Chem 27: 685–692, 2006

[1]  Æleen Frisch,et al.  Exploring chemistry with electronic structure methods , 1996 .

[2]  Kuo-Chen Chou,et al.  Predicting subcellular localization of proteins by hybridizing functional domain composition and pseudo‐amino acid composition , 2004, Journal of cellular biochemistry.

[3]  K. Chou Prediction of human immunodeficiency virus protease cleavage sites in proteins. , 1996, Analytical biochemistry.

[4]  K. Chou,et al.  Prediction of the tertiary structure of a caspase‐9/inhibitor complex , 2000, FEBS letters.

[5]  K. Chou,et al.  Prediction of protein signal sequences and their cleavage sites , 2001, Proteins.

[6]  David P. Leader,et al.  The translation of mRNA: protein synthesis , 1992 .

[7]  Michael J. C. Rhodes,et al.  The biochemistry of the nucleic acids , 1993, Transgenic Research.

[8]  J. Chou,et al.  The structure of phospholamban pentamer reveals a channel-like architecture in membranes. , 2005, Proceedings of the National Academy of Sciences of the United States of America.

[9]  Guo-Ping Zhou,et al.  NMR study of the preferred membrane orientation of polyisoprenols (dolichol) and the impact of their complex with polyisoprenyl recognition sequence peptides on membrane structure. , 2005, Glycobiology.

[10]  Lin He,et al.  Application of Pseudo Amino Acid Composition for Predicting Protein Subcellular Location: Stochastic Signal Processing Approach , 2003, Journal of protein chemistry.

[11]  C. Hansch,et al.  The QSAR paradigm in the design of less toxic molecules. , 1984, Drug metabolism reviews.

[12]  Kuo-Chen Chou,et al.  Energetics of interactions of regular structural elements in proteins , 1990 .

[13]  Paul G. Mezey,et al.  Quantum chemistry of macromolecular shape , 1997 .

[14]  K. Chou Structural bioinformatics and its impact to biomedical science. , 2004, Current medicinal chemistry.

[15]  P. Kollman,et al.  Encyclopedia of computational chemistry , 1998 .

[16]  Kuo-Chen Chou,et al.  Using optimized evidence-theoretic K-nearest neighbor classifier and pseudo-amino acid composition to predict membrane protein types. , 2005, Biochemical and biophysical research communications.

[17]  Richard Wolfenden,et al.  Comparing the polarities of the amino acids: side-chain distribution coefficients between the vapor phase, cyclohexane, 1-octanol, and neutral aqueous solution , 1988 .

[18]  G M Maggiora,et al.  An energy‐based approach to packing the 7‐helix bundle of bacteriorhodopsin , 1992, Protein science : a publication of the Protein Society.

[19]  Kuo-Chen Chou,et al.  Prediction of Membrane Protein Types by Incorporating Amphipathic Effects , 2005, J. Chem. Inf. Model..

[20]  Qishi Du,et al.  Theoretical Derivation of Heuristic Molecular Lipophilicity Potential: A Quantum Chemical Description for Molecular Solvation , 2005, J. Chem. Inf. Model..

[21]  K. Chou,et al.  Low-frequency collective motion in biomacromolecules and its biological functions. , 1988, Biophysical chemistry.

[22]  K. Chou,et al.  A vectorized sequence-coupling model for predicting HIV protease cleavage sites in proteins. , 1993, The Journal of biological chemistry.

[23]  Kuo-Chen Chou,et al.  Interactions between an α-helix and a β-sheet: Energetics of αβ packing in proteins☆ , 1985 .

[24]  Kuo-Chen Chou,et al.  Predicting enzyme family classes by hybridizing gene product composition and pseudo-amino acid composition. , 2005, Journal of theoretical biology.

[25]  B. Halle,et al.  Orientational order and dynamics of hydration water in a single crystal of bovine pancreatic trypsin inhibitor. , 1999, Biophysical journal.

[26]  T. Creamer,et al.  Solvation energies of amino acid side chains and backbone in a family of host-guest pentapeptides. , 1996, Biochemistry.

[27]  Guo-Ping Zhou,et al.  Characterization by NMR and molecular modeling of the binding of polyisoprenols and polyisoprenyl recognition sequence peptides: 3D structure of the complexes reveals sites of specific interactions. , 2003, Glycobiology.

[28]  W RuiterdeG.C.,et al.  Shape in chemistry: An introduction to molecular shape and topology , 1995 .

[29]  A. Leo,et al.  Partition coefficients and their uses , 1971 .

[30]  Kuo-Chen Chou,et al.  Predicting membrane protein type by functional domain composition and pseudo-amino acid composition. , 2006, Journal of theoretical biology.

[31]  M. Yasui,et al.  Aquaporin Water Channels , 2004 .

[32]  K C Chou,et al.  Prediction of tight turns and their types in proteins. , 2000, Analytical biochemistry.

[33]  G M Maggiora,et al.  A heuristic approach to predicting the tertiary structure of bovine somatotropin. , 1991, Biochemistry.

[34]  K. Chou Prediction of protein cellular attributes using pseudo‐amino acid composition , 2001, Proteins.

[35]  Kuo-Chen Chou Insights from modeling three-dimensional structures of the human potassium and sodium channels. , 2004, Journal of proteome research.

[36]  H. Mckenzie,et al.  Water and proteins. II. The location and dynamics of water in protein systems and its relation to their stability and properties. , 1983, Advances in biophysics.

[37]  Ulf Norinder,et al.  Descriptors for amino acids using MolSurf parametrization , 1998 .

[38]  P M Cullis,et al.  Affinities of amino acid side chains for solvent water. , 1981, Biochemistry.

[39]  Guo-Ping Zhou,et al.  NMR studies on how the binding complex of polyisoprenol recognition sequence peptides and polyisoprenols can modulate membrane structure. , 2005, Current protein & peptide science.

[40]  Kuo-Chen Chou,et al.  Using amphiphilic pseudo amino acid composition to predict enzyme subfamily classes , 2005, Bioinform..

[41]  K. Chou,et al.  Using LogitBoost classifier to predict protein structural classes. , 2006, Journal of theoretical biology.

[42]  G M Maggiora,et al.  Disposition of amphiphilic helices in heteropolar environments , 1997, Proteins.

[43]  B. Chait,et al.  The structure of the potassium channel: molecular basis of K+ conduction and selectivity. , 1998, Science.

[44]  P. Schleyer Encyclopedia of computational chemistry , 1998 .

[45]  Kuo-Chen Chou,et al.  Predicting protein localization in budding Yeast , 2005, Bioinform..

[46]  K. Chou Progress in protein structural class prediction and its impact to bioinformatics and proteomics. , 2005, Current protein & peptide science.

[47]  K. Chou,et al.  Predicting protein quaternary structure by pseudo amino acid composition , 2003, Proteins.

[48]  Qishi Du,et al.  Modeling lipophilicity from the distribution of electrostatic potential on a molecular surface , 1996, J. Comput. Aided Mol. Des..

[49]  Qishi Du,et al.  Derivation of fused‐sphere molecular surfaces from properties of the electrostatic potential distribution , 1996 .

[50]  K. Chou,et al.  Conformational change during photocycle of bacteriorhodopsin and its proton-pumping mechanism , 1993, Journal of protein chemistry.

[51]  M. Wang,et al.  Weighted-support vector machines for predicting membrane protein types based on pseudo-amino acid composition. , 2004, Protein engineering, design & selection : PEDS.

[52]  Kuo-Chen Chou,et al.  Energetic approach to the packing of α-helices. II: General treatment of nonequivalent and nonregular helices , 1984 .

[53]  Kuo-Chen Chou,et al.  Nearest neighbour algorithm for predicting protein subcellular location by combining functional domain composition and pseudo-amino acid composition. , 2003, Biochemical and biophysical research communications.

[54]  Z. Huang,et al.  Using pseudo amino acid composition to predict protein subcellular location: Approached with Lyapunov index, Bessel function, and Chebyshev filter , 2005, Amino Acids.

[55]  M. L. Connolly Solvent-accessible surfaces of proteins and nucleic acids. , 1983, Science.

[56]  C. Soto,et al.  Converting a peptide into a drug: strategies to improve stability and bioavailability. , 2002, Current medicinal chemistry.

[57]  R. Doolittle,et al.  A simple method for displaying the hydropathic character of a protein. , 1982, Journal of molecular biology.

[58]  Kuo-Chen Chou,et al.  Prediction of protein signal sequences. , 2002, Current protein & peptide science.

[59]  M. L. Connolly Analytical molecular surface calculation , 1983 .

[60]  Brian J. Smith Solvation parameters for amino acids , 1999, J. Comput. Chem..