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Volumn 9, Issue 2, 1999, Pages 184-188

Designing potential energy functions for protein folding

Author keywords

[No Author keywords available]

Indexed keywords

PROTEIN;

EID: 0033117762     PISSN: 0959440X     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0959-440X(99)80026-8     Document Type: Article
Times cited : (72)

References (40)
  • 2
    • 1842298212 scopus 로고    scopus 로고
    • From Levinthal to pathways to funnels
    • Dill KA, Chan HS: From Levinthal to pathways to funnels. Nat Struct Biol 1997, 4:10-19.
    • (1997) Nat Struct Biol , vol.4 , pp. 10-19
    • Dill, K.A.1    Chan, H.S.2
  • 4
    • 0031745665 scopus 로고    scopus 로고
    • Protein design: A perspective from simple tractable models
    • Shakhnovich EI: Protein design: A perspective from simple tractable models. Fold Des 1998, 3:R45-R58.
    • (1998) Fold Des , vol.3
    • Shakhnovich, E.I.1
  • 5
    • 0020972782 scopus 로고
    • Theoretical studies of protein folding
    • Go N: Theoretical studies of protein folding. Annu Rev Biophys Bioeng 1983, 12:183-210.
    • (1983) Annu Rev Biophys Bioeng , vol.12 , pp. 183-210
    • Go, N.1
  • 6
    • 0023449962 scopus 로고
    • Spin glasses and the statistical mechanics of protein folding
    • Bryngelson JD, Wolynes PG: Spin glasses and the statistical mechanics of protein folding. Proc Natl Acad Sci USA 1987, 84:7524-7528.
    • (1987) Proc Natl Acad Sci USA , vol.84 , pp. 7524-7528
    • Bryngelson, J.D.1    Wolynes, P.G.2
  • 8
    • 4243392673 scopus 로고
    • Proteins with selected sequences fold into unique native conformation
    • Shakhnovich EI: Proteins with selected sequences fold into unique native conformation. Phys Rev Lett 1994, 72:3907-3910.
    • (1994) Phys Rev Lett , vol.72 , pp. 3907-3910
    • Shakhnovich, E.I.1
  • 10
    • 0025830469 scopus 로고
    • A method to identify protein sequences that fold into a known three-dimensional structure
    • Bowie JU, Lüthy R, Eisenberg D: A method to identify protein sequences that fold into a known three-dimensional structure. Science 1991, 253:164-170.
    • (1991) Science , vol.253 , pp. 164-170
    • Bowie, J.U.1    Lüthy, R.2    Eisenberg, D.3
  • 11
    • 0027438090 scopus 로고
    • A new approach to the design of stable proteins
    • Shakhnovich EI, Gutin AM: A new approach to the design of stable proteins. Protein Eng 1993, 6:793-800.
    • (1993) Protein Eng , vol.6 , pp. 793-800
    • Shakhnovich, E.I.1    Gutin, A.M.2
  • 12
    • 0032568599 scopus 로고    scopus 로고
    • Folding funnels and frustration in off-lattice minimalist protein landscapes
    • Nymeyer H, Garcia AE, Onuchic JN: Folding funnels and frustration in off-lattice minimalist protein landscapes. Proc Natl Acad Sci USA 1998, 95:5921-5928. The folding transition of off-lattice models of proteins with optimized sequences were studied. The results were analyzed within the framework of the energy landscape theory of protein folding, using techniques developed previously for studying simple cubic-lattice proteins. As the more quantitative measure of the models, that is, the density of states, was not calculated, however, it is difficult to draw conclusions about whether the off-lattice models studied are any different from simple cubic-lattice models.
    • (1998) Proc Natl Acad Sci USA , vol.95 , pp. 5921-5928
    • Nymeyer, H.1    Garcia, A.E.2    Onuchic, J.N.3
  • 13
    • 0001504441 scopus 로고    scopus 로고
    • Cooperativity in protein folding: From lattice models with side chains to real proteins
    • Klimov DK, Thirumalai D: Cooperativity in protein folding: From lattice models with side chains to real proteins. Fold Des 1998, 3:127-139. The behavior of the cooperative folding of proteins was studied within a square lattice (in two dimensions) of 15-mers. The free-energy landscape of the systems was characterized both in energy space and along an order parameter of folding. It is reported that the models with sidechains exhibit stronger cooperativity in folding than the same models without sidechains. The conclusion of this study is not completely convincing because the two systems compared (with and without sidechains) have different sizes in their conformational spaces; the number of conformations for the model with sidechains is larger by a factor of 2202 than that without sidechains. The strength of the cooperativity may depend on the size of the systems.
    • (1998) Fold Des , vol.3 , pp. 127-139
    • Klimov, D.K.1    Thirumalai, D.2
  • 14
    • 0032574769 scopus 로고    scopus 로고
    • How evolution makes proteins fold quickly
    • Mirny LA, Abkevich VI, Shakhnovich EI: How evolution makes proteins fold quickly. Proc Natl Acad Sci USA 1998, 95:4976-4981. Sequences of fast-folding model proteins defined on a cubic lattice were generated using an evolution-like selection process that favors fast-folding sequences. The main conclusion of the study is that fast-folding protein models are characterized by possessing a core of conserved residues as a folding nucleus. The simulation results are compared to the behavior of one real protein.
    • (1998) Proc Natl Acad Sci USA , vol.95 , pp. 4976-4981
    • Mirny, L.A.1    Abkevich, V.I.2    Shakhnovich, E.I.3
  • 15
    • 0032510675 scopus 로고    scopus 로고
    • On the thermodynamic hypothesis of protein folding
    • Govindarajan S, Goldstein RA: On the thermodynamic hypothesis of protein folding. Proc Natl Acad Sci USA 1998, 95:5545-5549. The thermodynamic hypothesis of protein folding, that is, that the native state is the global free-energy minimum, was studied from the perspective of sequence optimization in an evolution process. It was found that a sequence evolution process, in which mutations that keep the kinetic foldability of the sequence are retained, will result in proteins that satisfy the thermodynamic hypothesis of protein folding.
    • (1998) Proc Natl Acad Sci USA , vol.95 , pp. 5545-5549
    • Govindarajan, S.1    Goldstein, R.A.2
  • 16
    • 0030596063 scopus 로고    scopus 로고
    • How to derive a protein folding potential? A new approach to an old problem
    • Mirny LA, Shakhnovich EI: How to derive a protein folding potential? A new approach to an old problem. J Mol Biol 1996, 264:1164-1179.
    • (1996) J Mol Biol , vol.264 , pp. 1164-1179
    • Mirny, L.A.1    Shakhnovich, E.I.2
  • 17
    • 0029945395 scopus 로고    scopus 로고
    • How optimization of potential functions affects protein folding
    • Hao MH, Scheraga HA: How optimization of potential functions affects protein folding. Proc Natl Acad Sci USA 1996, 93:4984-4989.
    • (1996) Proc Natl Acad Sci USA , vol.93 , pp. 4984-4989
    • Hao, M.H.1    Scheraga, H.A.2
  • 18
    • 0000829596 scopus 로고    scopus 로고
    • Optimizing potential functions for protein folding
    • Hao MH, Scheraga HA: Optimizing potential functions for protein folding. J Phys Chem 1996, 100:14540-14548.
    • (1996) J Phys Chem , vol.100 , pp. 14540-14548
    • Hao, M.H.1    Scheraga, H.A.2
  • 19
    • 0029895539 scopus 로고    scopus 로고
    • Self-consistently optimized statistical mechanical energy functions for sequence structure alignment
    • Koretke KK, Luthey-Schulten Z, Wolynes PG: Self-consistently optimized statistical mechanical energy functions for sequence structure alignment. Protein Sci 1996, 5:1043-1059.
    • (1996) Protein Sci , vol.5 , pp. 1043-1059
    • Koretke, K.K.1    Luthey-Schulten, Z.2    Wolynes, P.G.3
  • 20
    • 0032539910 scopus 로고    scopus 로고
    • Self-consistently optimized energy functions for protein structure prediction by molecular dynamics
    • Koretke KK, Luthey-Schulten Z, Wolynes PG: Self-consistently optimized energy functions for protein structure prediction by molecular dynamics. Proc Natl Acad Sci USA 1998, 95:2932-2937. In this paper, a general strategy is proposed for optimizing the energy parameters of a potential function by taking into account both the major determinant and the secondary contributions. The methods for sampling the misfolded conformations of protein models and the approach for treating the heterogeneity of different proteins in the optimization are also provided. Tests of the method on an ensemble of eight proteins are described and reasonably good results for folding are reported.
    • (1998) Proc Natl Acad Sci USA , vol.95 , pp. 2932-2937
    • Koretke, K.K.1    Luthey-Schulten, Z.2    Wolynes, P.G.3
  • 21
    • 0031779709 scopus 로고    scopus 로고
    • Optimizing energy potentials for success in protein tertiary structure prediction
    • Chiu TL, Goldstein RA: Optimizing energy potentials for success in protein tertiary structure prediction. Fold Des 1998, 3:223-228. An alternative procedure is proposed for optimizing a potential energy function for an ensemble of proteins. The average success of folding all the proteins in the training set is maximized in this approach.
    • (1998) Fold Des , vol.3 , pp. 223-228
    • Chiu, T.L.1    Goldstein, R.A.2
  • 22
    • 0000542656 scopus 로고    scopus 로고
    • Monte Carlo studies of the thermodynamics and kinetics of reduced protein models. Application to small helical, beta and alpha-beta proteins
    • Kolinski A, Galazka W, Skolnick J: Monte Carlo studies of the thermodynamics and kinetics of reduced protein models. Application to small helical, beta and alpha-beta proteins. J Chem Phys 1998, 108:2608-2617. This paper is one of a series of publications from the same group, in which a general strategy for deriving a potential energy function for the folding of more realistic models of proteins is developed.
    • (1998) J Chem Phys , vol.108 , pp. 2608-2617
    • Kolinski, A.1    Galazka, W.2    Skolnick, J.3
  • 23
    • 0032523791 scopus 로고    scopus 로고
    • Different derivations of knowledge-based potentials and analysis of their robustness and context-dependent predictive power
    • Rooman M, Gilis D: Different derivations of knowledge-based potentials and analysis of their robustness and context-dependent predictive power. Eur J Biochem 1998, 254:135-143. The authors present a comprehensive study of all physically reasonable ways of deriving the energy parameters from the observed frequency of contacts among different types of residues in the native structures of proteins. The performance and robustness of the different formulations were evaluated. The paper concludes that the main problem limiting the performance of database-derived potentials is their lack of universality (or general accuracy for different protein types). This problem also appears to exist, to some degree, in the potentials optimized in order to achieve foldability conditions for various protein models.
    • (1998) Eur J Biochem , vol.254 , pp. 135-143
    • Rooman, M.1    Gilis, D.2
  • 24
    • 0031746227 scopus 로고    scopus 로고
    • Models of protein interactions: How to choose one
    • Du R, Grosberg AY, Tanaka T: Models of protein interactions: How to choose one. Fold Des 1998, 3:203-211. This paper analyzes the differences and similarities among five different sets of database-derived energy parameters. It is found that two-letter coded potentials, taken from the two major principal components of the full contact potential, are a poor representation of the original full interactions.
    • (1998) Fold Des , vol.3 , pp. 203-211
    • Du, R.1    Grosberg, A.Y.2    Tanaka, T.3
  • 25
    • 0031575423 scopus 로고    scopus 로고
    • MONSSTER: A method for folding globular proteins with a small number of distance restraints
    • Skolnick J, Kolinski A, Ortiz AR: MONSSTER: A method for folding globular proteins with a small number of distance restraints. J Mol Biol 1997, 265:217-241. A hybrid potential, combining the conventional force-field and distance restraints, was used in Monte Carlo algorithms for folding proteins. The technique has the potential to utilize different experimental/empirical information, such as NMR data, secondary-structure prediction and homology modeling, in order to enhance the performance of computer algorithms for protein folding.
    • (1997) J Mol Biol , vol.265 , pp. 217-241
    • Skolnick, J.1    Kolinski, A.2    Ortiz, A.R.3
  • 26
    • 0032571390 scopus 로고    scopus 로고
    • Fold assembly of small proteins using Monte Carlo simulations driven by restraints derived from multiple sequence alignments
    • Ortiz AR, Kolinski A, Skolnick J: Fold assembly of small proteins using Monte Carlo simulations driven by restraints derived from multiple sequence alignments. J Mol Biol 1998, 277:419-448.
    • (1998) J Mol Biol , vol.277 , pp. 419-448
    • Ortiz, A.R.1    Kolinski, A.2    Skolnick, J.3
  • 29
    • 0001669870 scopus 로고
    • Kinetic and thermodynamic analysis of protein-like heteropolymers: Monte Carlo histogram technique
    • Socci ND, Onuchic JN: Kinetic and thermodynamic analysis of protein-like heteropolymers: Monte Carlo histogram technique. J Chem Phys 1995, 103:4732-4744.
    • (1995) J Chem Phys , vol.103 , pp. 4732-4744
    • Socci, N.D.1    Onuchic, J.N.2
  • 30
    • 0000515198 scopus 로고
    • Monte Carlo simulation of a first order transition for protein folding
    • Hao MH, Scheraga HA: Monte Carlo simulation of a first order transition for protein folding. J Phys Chem 1994, 98:4940-4948.
    • (1994) J Phys Chem , vol.98 , pp. 4940-4948
    • Hao, M.H.1    Scheraga, H.A.2
  • 31
    • 0031933291 scopus 로고    scopus 로고
    • A free energy analysis by unfolding applied to 125-mers on a cubic lattice
    • Chung MS, Neuwald AF, Wilbur WJ: A free energy analysis by unfolding applied to 125-mers on a cubic lattice. Fold Des 1998, 3:51-65. A method is proposed for calculating the free-energy profile of protein models based on restricted Monte Carlo simulations and conformational sampling over a restricted conformational window. The calculated free-energy profile is used to characterize the foldability of protein models. The method was tested on cubic-lattice proteins with 27-mer and 125-mer chain lengths.
    • (1998) Fold Des , vol.3 , pp. 51-65
    • Chung, M.S.1    Neuwald, A.F.2    Wilbur, W.J.3
  • 32
    • 0032502803 scopus 로고    scopus 로고
    • Molecular mechanisms for cooperative folding of proteins
    • Hao MH, Scheraga HA: Molecular mechanisms for cooperative folding of proteins. J Mol Biol 1998, 277:973-983. The molecular mechanisms for the cooperative folding of prevailing protein models represented by simple cubic-lattice chains and more realistic protein models are compared. The free-energy landscapes of these two systems are characterized by the density of states as a function of energy. The variation of the free energy of the systems with other folding order parameters can be inferred from the correlation of the latter with the energy. Important differences between the origins of cooperativity in the folding transitions between the two representative protein models are identified. The relationship between the different folding mechanisms and the force-fields is investigated. It is concluded that, in order to obtain a folding behavior that is similar to that of realistic proteins, more sophisticated force-fields and protein models are required.
    • (1998) J Mol Biol , vol.277 , pp. 973-983
    • Hao, M.H.1    Scheraga, H.A.2
  • 33
    • 0012275844 scopus 로고    scopus 로고
    • Characterization of foldable protein models: Thermodynamics, folding kinetics and force field
    • Hao MH, Scheraga HA: Characterization of foldable protein models: Thermodynamics, folding kinetics and force field. J Chem Phys 1997, 107:8089-8102. An analytical treatment of the thermodynamics and kinetics of the folding transitions of two types of protein models is presented. The basic characteristics of these protein models are derived from previous computer simulation results and it is shown that these two types of models correspond to quantitatively different systems at the analytical mean-field level of description.
    • (1997) J Chem Phys , vol.107 , pp. 8089-8102
    • Hao, M.H.1    Scheraga, H.A.2
  • 34
    • 0001109173 scopus 로고    scopus 로고
    • Theory of two-state cooperative folding of proteins
    • Hao MH, Scheraga HA: Theory of two-state cooperative folding of proteins. Accounts Chem Res 1998, 31:433-440. The mechanism of the cooperative folding of single-domain proteins is inferred from computer simulation results of representative protein models and theoretical analyses.
    • (1998) Accounts Chem Res , vol.31 , pp. 433-440
    • Hao, M.H.1    Scheraga, H.A.2
  • 35
    • 0032503027 scopus 로고    scopus 로고
    • The changing nature of the protein folding transition state: Implications for the shape of the free-energy profile for folding
    • •] than to the simple cubic- lattice protein models.
    • (1998) J Mol Biol , vol.277 , pp. 933-943
    • Oliveberg, M.1    Tan, Y.J.2    Silow, M.3    Fersht, A.R.4
  • 36
    • 0001842441 scopus 로고    scopus 로고
    • Adding backbone to protein folding: Why proteins are polypeptides
    • Honig B, Cohen FE: Adding backbone to protein folding: Why proteins are polypeptides. Fold Des 1996, 1:R17-R20.
    • (1996) Fold Des , vol.1
    • Honig, B.1    Cohen, F.E.2
  • 37
    • 0027435091 scopus 로고
    • Prediction of protein conformation on the basis of a search for compact structures; test on avian pancreatic polypeptide
    • Liwo A, Pincus MR, Wawak RJ, Rackovsky S, Scheraga HA: Prediction of protein conformation on the basis of a search for compact structures; test on avian pancreatic polypeptide. Protein Sci 1993, 2:1715-1731.
    • (1993) Protein Sci , vol.2 , pp. 1715-1731
    • Liwo, A.1    Pincus, M.R.2    Wawak, R.J.3    Rackovsky, S.4    Scheraga, H.A.5
  • 38
    • 0033514939 scopus 로고    scopus 로고
    • Energy-based ab initio protein folding by conformational space annealing and off-lattice united-residue force field: Application to the 10-55 fragment of staphylococcal protein A and to apo calbindin D9K
    • in press
    • Lee J, Liwo A, Scheraga HA: Energy-based ab initio protein folding by conformational space annealing and off-lattice united-residue force field: Application to the 10-55 fragment of staphylococcal protein A and to apo calbindin D9K. Proc Nail Acad Sci USA 1999, in press.
    • (1999) Proc Nail Acad Sci USA
    • Lee, J.1    Liwo, A.2    Scheraga, H.A.3
  • 39
    • 0001181898 scopus 로고    scopus 로고
    • United-residue force field for off-lattice protein-structure simulations; III. Origin of backbone hydrogen-bonding cooperativity in united-residue potentials
    • Liwo A, Kazmierkiewicz R, Czaplewski C, Groth M, Oldziej S, Wawak RJ, Rackovsky S, Pincus MR, Scheraga HA: United-residue force field for off-lattice protein-structure simulations; III. Origin of backbone hydrogen-bonding cooperativity in united-residue potentials. J Comput Chem 1998, 19:259-276.
    • (1998) J Comput Chem , vol.19 , pp. 259-276
    • Liwo, A.1    Kazmierkiewicz, R.2    Czaplewski, C.3    Groth, M.4    Oldziej, S.5    Wawak, R.J.6    Rackovsky, S.7    Pincus, M.R.8    Scheraga, H.A.9
  • 40
    • 0001176785 scopus 로고    scopus 로고
    • New optimization method for conformational energy calculations on polypeptides: Conformational space annealing
    • Lee J, Scheraga HA, Rackovsky S: New optimization method for conformational energy calculations on polypeptides: conformational space annealing. J Comput Chem 1997, 18:1222-1232.
    • (1997) J Comput Chem , vol.18 , pp. 1222-1232
    • Lee, J.1    Scheraga, H.A.2    Rackovsky, S.3


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