Abstract
We have used a structure energy-based computer program developed for protein design, Perla, to provide theoretical estimates of all specific side chain-side chain interaction energies occurring in alpha helices. The computed side chain-side chain interaction energies were used as substitutes for the corresponding values used by the helix/coil transition algorithm, AGADIR. Predictions of peptide helical contents were nearly as successful as those obtained with the originally calibrated set of parameters; a correlation to experimentally observed alpha-helical populations of 0.91 proved that our theoretical estimates are reasonably correct for amino acid pairs that are frequent in our database of peptides. Furthermore, we have determined experimentally the previously uncharacterized interaction energies for Lys-Ile, Thr-Ile, and Phe-Ile amino acid pairs at i,i + 4 positions. The experimental values compare favorably with the computed theoretical estimates. Importantly, the computed values for Thr-Ile and Phe-Ile interactions are better than the energies based on chemical similarity, whereas for Lys-Ile they are similar. Thus, computational techniques can be used to provide precise energies for amino acid pairwise interactions, a fact that supports the development of structure energy-based computational tools for structure predictions and sequence design.
MeSH Terms
Circular Dichroism
Computational Biology
Models, Molecular
Nuclear Magnetic Resonance, Biomolecular
Peptide Biosynthesis
Protein Structure, Secondary
Authors & Affiliations
3 authors, click to expand affiliations / ORCID
Fisinger S
European Molecular Biology Laboratory, D-69117 Heidelberg, Germany.
Serrano L
Lacroix E
References (25)
25 references, click to expand
-
Hydrogen bonding interactions between glutamine and asparagine in alpha-helical peptides.
J Mol Biol. 1997 Sep 26;272(3):465-73
PMID: 9325104
-
De novo protein design: fully automated sequence selection.
Science. 1997 Oct 3;278(5335):82-7
PMID: 9311930
-
Elucidating the folding problem of alpha-helices: local motifs, long-range electrostatics, ionic-strength dependence and prediction of NMR parameters.
J Mol Biol. 1998 Nov 20;284(1):173-91
PMID: 9811549
-
Determination of the helix and beta form of proteins in aqueous solution by circular dichroism.
Biochemistry. 1974 Jul 30;13(16):3350-9
PMID: 4366945
-
Solvation energy in protein folding and binding.
Nature. 1986 Jan 16-22;319(6050):199-203
PMID: 3945310
-
Calculation of protein extinction coefficients from amino acid sequence data.
Anal Biochem. 1989 Nov 1;182(2):319-26
PMID: 2610349
-
Side chain-backbone hydrogen bonding contributes to helix stability in peptides derived from an alpha-helical region of carboxypeptidase A.
Proteins. 1991;10(2):130-9
PMID: 1896426
-
The folding of an enzyme. I. Theory of protein engineering analysis of stability and pathway of protein folding.
J Mol Biol. 1992 Apr 5;224(3):771-82
PMID: 1569556
-
Aromatic side-chain contribution to far-ultraviolet circular dichroism of helical peptides and its effect on measurement of helix propensities.
Biochemistry. 1993 Jun 1;32(21):5560-5
PMID: 8504077
-
The energetics of ion-pair and hydrogen-bonding interactions in a helical peptide.
Biochemistry. 1993 Sep 21;32(37):9668-76
PMID: 8373771
-
Determination of free energies of N-capping in alpha-helices by modification of the Lifson-Roig helix-coil therapy to include N- and C-capping.
Biochemistry. 1994 Mar 22;33(11):3396-403
PMID: 8136377
-
Application of a self-consistent mean field theory to predict protein side-chains conformation and estimate their conformational entropy.
J Mol Biol. 1994 Jun 3;239(2):249-75
PMID: 8196057
-
Intrinsic secondary structure propensities of the amino acids, using statistical phi-psi matrices: comparison with experimental scales.
Proteins. 1994 Dec;20(4):301-11
PMID: 7731949
-
Stability of alpha-helices.
Adv Protein Chem. 1995;46:141-76
PMID: 7771317
-
Elucidating the folding problem of helical peptides using empirical parameters.
Nat Struct Biol. 1994 Jun;1(6):399-409
PMID: 7664054
-
Interactions between hydrophobic side chains within alpha-helices.
Protein Sci. 1995 Jul;4(7):1305-14
PMID: 7670373
-
Measuring the strength of side-chain hydrogen bonds in peptide helices: the Gln.Asp (i, i + 4) interaction.
Biochemistry. 1995 Oct 17;34(41):13267-71
PMID: 7577910
-
De novo design of the hydrophobic cores of proteins.
Protein Sci. 1995 Oct;4(10):2006-18
PMID: 8535237
-
Protein design automation.
Protein Sci. 1996 May;5(5):895-903
PMID: 8732761
-
De novo design of the hydrophobic core of ubiquitin.
Protein Sci. 1997 Jun;6(6):1167-78
PMID: 9194177
-
Automated design of the surface positions of protein helices.
Protein Sci. 1997 Jun;6(6):1333-7
PMID: 9194194
-
Predicting helical segments in proteins by a helix-coil transition theory with parameters derived from a structural database of proteins.
Proteins. 1997 Jul;28(3):344-59
PMID: 9223181
-
Thermodynamic model of secondary structure for alpha-helical peptides and proteins.
Biopolymers. 1997 Aug;42(2):239-69
PMID: 9235002
-
Empirical parameterization of a model for predicting peptide helix/coil equilibrium populations.
Protein Sci. 1997 Sep;6(9):1920-36
PMID: 9300492
-
Pairwise calculation of protein solvent-accessible surface areas.
Fold Des. 1998;3(4):253-8
PMID: 9710572