Abstract
A protocol for distance geometry calculation is shown to have excellent sampling properties in the determination of three-dimensional structures of proteins from nuclear magnetic resonance (NMR) data. This protocol uses a simulated annealing optimization employing mass-weighted molecular dynamics in four-dimensional space (Havel, T.F. (1991) Prog. Biophys. Mol. Biol., 56, 43-78). It attains an extremely large radius of convergence, allowing a random coil conformation to be used as the initial estimate for the succeeding optimization process. Computations are performed with four systems of simulated distance data as tests of the protocol, using an unconstrained L-alanine 30mer and three different types of proteins, bovine pancreatic trypsin inhibitor, the alpha-amylase inhibitor Tendamistat, and the N-terminal domain of the 434-repressor. The test of the unconstrained polypeptide confirms that the sampled conformational space is that of the statistical random coil. In the larger and more complicated systems of the three proteins, the protocol gives complete convergence of the optimization without any trace of initial structure dependence. As a result of an exhaustive conformational sampling by the protocol, the intrinsic nature of the structures generated with distance restraints derived from NMR data has been revealed. When the sampled structures are compared with the corresponding X-ray structures, we find that the averages of the sampled structures always show a certain pattern of discrepancy from the X-ray structure. This discrepancy is due to the short distance nature of the distance restraints, and correlates with the characteristic shape of the protein molecule.
MeSH Terms
Animals
Cattle
Magnetic Resonance Spectroscopy/methods
Mathematics
Models, Molecular
Models, Theoretical
Protein Conformation
Protein Structure, Secondary
Proteins/chemistry
Software
Trypsin Inhibitors/chemistry
X-Ray Diffraction
Chemicals
Proteins
Trypsin Inhibitors
Authors & Affiliations
3 authors, click to expand affiliations / ORCID
Nakai T
Protein Engineering Research Institute, Osaka, Japan.
Kidera A
Nakamura H
References (21)
21 references, click to expand
-
Pseudo-structures for the 20 common amino acids for use in studies of protein conformations by measurements of intramolecular proton-proton distance constraints with nuclear magnetic resonance.
J Mol Biol. 1983 Oct 5;169(4):949-61
PMID: 6313936
-
Protein structures from NMR.
Biochemistry. 1988 Jul 26;27(15):5389-95
PMID: 3052574
-
Determination of three-dimensional structures of proteins and nucleic acids in solution by nuclear magnetic resonance spectroscopy.
Crit Rev Biochem Mol Biol. 1989;24(5):479-564
PMID: 2676353
-
Limited sampling of conformational space by the distance geometry algorithm: implications for structures generated from NMR data.
Biochemistry. 1989 Aug 22;28(17):7045-52
PMID: 2819047
-
Structures of larger proteins in solution: three- and four-dimensional heteronuclear NMR spectroscopy.
Science. 1991 Jun 7;252(5011):1390-9
PMID: 2047852
-
Protein structures in solution by nuclear magnetic resonance and distance geometry. The polypeptide fold of the basic pancreatic trypsin inhibitor determined using two different algorithms, DISGEO and DISMAN.
J Mol Biol. 1987 Aug 5;196(3):611-39
PMID: 2445992
-
An evaluation of computational strategies for use in the determination of protein structure from distance constraints obtained by nuclear magnetic resonance.
Prog Biophys Mol Biol. 1991;56(1):43-78
PMID: 1947127
-
The sampling properties of some distance geometry algorithms applied to unconstrained polypeptide chains: a study of 1830 independently computed conformations.
Biopolymers. 1990 Oct-Nov;29(12-13):1565-85
PMID: 2386807
-
Crystal structure determination, refinement and the molecular model of the alpha-amylase inhibitor Hoe-467A.
J Mol Biol. 1986 May 20;189(2):383-6
PMID: 3489104
-
Distance geometry and related methods for protein structure determination from NMR data.
Q Rev Biophys. 1987 May;19(3-4):115-57
PMID: 3310077
-
Determination of three-dimensional structures of proteins from interproton distance data by hybrid distance geometry-dynamical simulated annealing calculations.
FEBS Lett. 1988 Mar 14;229(2):317-24
PMID: 3345845
-
An approach to the multiple-minima problem in protein folding by relaxing dimensionality. Tests on enkephalin.
J Mol Biol. 1987 Aug 5;196(3):697-709
PMID: 3681972
-
Calculation of protein conformations by proton-proton distance constraints. A new efficient algorithm.
J Mol Biol. 1985 Dec 5;186(3):611-26
PMID: 2419572
-
The Protein Data Bank: a computer-based archival file for macromolecular structures.
J Mol Biol. 1977 May 25;112(3):535-42
PMID: 875032
-
An evaluation of the combined use of nuclear magnetic resonance and distance geometry for the determination of protein conformations in solution.
J Mol Biol. 1985 Mar 20;182(2):281-94
PMID: 2582141
-
Solution structure of a DNA-binding unit of Myb: a helix-turn-helix-related motif with conserved tryptophans forming a hydrophobic core.
Proc Natl Acad Sci U S A. 1992 Jul 15;89(14):6428-32
PMID: 1631139
-
The three-dimensional structure of guanine-specific ribonuclease F1 in solution determined by NMR spectroscopy and distance geometry.
Eur J Biochem. 1992 Aug 15;208(1):41-51
PMID: 1511688
-
A systematic comparison of three structure determination methods from NMR data: dependence upon quality and quantity of data.
J Biomol NMR. 1992 Jul;2(4):373-88
PMID: 1511237
-
Structure of the amino-terminal domain of phage 434 repressor at 2.0 A resolution.
J Mol Biol. 1989 Jan 5;205(1):189-200
PMID: 2926803
-
Structure of bovine pancreatic trypsin inhibitor. Results of joint neutron and X-ray refinement of crystal form II.
J Mol Biol. 1984 Dec 5;180(2):301-29
PMID: 6210373
-
Effects of limited input distance constraints upon the distance geometry algorithm.
Biopolymers. 1991 Aug;31(9):1049-64
PMID: 1786338