Home LiteratureArticle Details
PMID: 12381853 Published · ppublish English Journal Article Research Support, Non-U.S. Gov't

Distance-scaled, finite ideal-gas reference state improves structure-derived potentials of mean force for structure selection and stability prediction.

Protein science : a publication of the Protein Society ·Vol. 11 ·No. 11 ·2002-11-00 ·Pages 2714-26

Zhou H, Zhou Y

Abstract

The distance-dependent structure-derived potentials developed so far all employed a reference state that can be characterized as a residue (atom)-averaged state. Here, we establish a new reference state called the distance-scaled, finite ideal-gas reference (DFIRE) state. The reference state is used to construct a residue-specific all-atom potential of mean force from a database of 1011 nonhomologous (less than 30% homology) protein structures with resolution less than 2 A. The new all-atom potential recognizes more native proteins from 32 multiple decoy sets, and raises an average Z-score by 1.4 units more than two previously developed, residue-specific, all-atom knowledge-based potentials. When only backbone and C(beta) atoms are used in scoring, the performance of the DFIRE-based potential, although is worse than that of the all-atom version, is comparable to those of the previously developed potentials on the all-atom level. In addition, the DFIRE-based all-atom potential provides the most accurate prediction of the stabilities of 895 mutants among three knowledge-based all-atom potentials. Comparison with several physical-based potentials is made.

MeSH Terms
Computational Biology Mathematics Models, Theoretical Protein Conformation Protein Folding Proteins/chemistry Statistics as Topic Thermodynamics
Chemicals
Proteins
Authors & Affiliations
2 authors, click to expand affiliations / ORCID
Zhou Hongyi
Howard Hughes Medical Institute Center for Single Molecule Biophysics, Department of Physiology & Biophysics, State University of New York at Buffalo, Buffalo, New York 14214, USA.
Zhou Yaoqi
References (51)
51 references, click to expand
  1. Medium- and long-range interaction parameters between amino acids for predicting three-dimensional structures of proteins.
    Macromolecules. 1976 Nov-Dec;9(6):945-50 PMID: 1004017
  2. Energy-based de novo protein folding by conformational space annealing and an off-lattice united-residue force field: application to the 10-55 fragment of staphylococcal protein A and to apo calbindin D9K.
    Proc Natl Acad Sci U S A. 1999 Mar 2;96(5):2025-30 PMID: 10051588
  3. Effective energy function for proteins in solution.
    Proteins. 1999 May 1;35(2):133-52 PMID: 10223287
  4. Designing potential energy functions for protein folding.
    Curr Opin Struct Biol. 1999 Apr;9(2):184-8 PMID: 10322206
  5. Discrimination of the native from misfolded protein models with an energy function including implicit solvation.
    J Mol Biol. 1999 May 7;288(3):477-87 PMID: 10329155
  6. Knowledge-based interaction potentials for proteins.
    Proteins. 1999 Jul 1;36(1):54-67 PMID: 10373006
  7. An empirical energy potential with a reference state for protein fold and sequence recognition.
    Proteins. 1999 Aug 15;36(3):357-69 PMID: 10409829
  8. The introduction of strain and its effects on the structure and stability of T4 lysozyme.
    J Mol Biol. 2000 Jan 7;295(1):127-45 PMID: 10623513
  9. Derivation of protein-specific pair potentials based on weak sequence fragment similarity.
    Proteins. 2000 Jan 1;38(1):3-16 PMID: 10651034
  10. Effective energy functions for protein structure prediction.
    Curr Opin Struct Biol. 2000 Apr;10(2):139-45 PMID: 10753811
  11. Ab initio construction of protein tertiary structures using a hierarchical approach.
    J Mol Biol. 2000 Jun 30;300(1):171-85 PMID: 10864507
  12. Distance-dependent, pair potential for protein folding: results from linear optimization.
    Proteins. 2000 Oct 1;41(1):40-6 PMID: 10944392
  13. Comparison of two optimization methods to derive energy parameters for protein folding: perceptron and Z score.
    Proteins. 2000 Nov 1;41(2):192-201 PMID: 10966572
  14. Free energy determinants of tertiary structure and the evaluation of protein models.
    Protein Sci. 2000 Nov;9(11):2181-91 PMID: 11152128
  15. Recent improvements in prediction of protein structure by global optimization of a potential energy function.
    Proc Natl Acad Sci U S A. 2001 Feb 27;98(5):2329-33 PMID: 11226239
  16. A distance-dependent atomic knowledge-based potential for improved protein structure selection.
    Proteins. 2001 Aug 15;44(3):223-32 PMID: 11455595
  17. Statistical potentials for fold assessment.
    Protein Sci. 2002 Feb;11(2):430-48 PMID: 11790853
  18. Identifying native-like protein structures using physics-based potentials.
    J Comput Chem. 2002 Jan 15;23(1):147-60 PMID: 11913380
  19. Predicting changes in the stability of proteins and protein complexes: a study of more than 1000 mutations.
    J Mol Biol. 2002 Jul 5;320(2):369-87 PMID: 12079393
  20. Distinguishing native conformations of proteins from decoys with an effective free energy estimator based on the OPLS all-atom force field and the Surface Generalized Born solvent model.
    Proteins. 2002 Aug 1;48(2):404-22 PMID: 12112706
  21. Selection of representative protein data sets.
    Protein Sci. 1992 Mar;1(3):409-17 PMID: 1304348
  22. Fast and simple Monte Carlo algorithm for side chain optimization in proteins: application to model building by homology.
    Proteins. 1992 Oct;14(2):213-23 PMID: 1409569
  23. Assessment of protein models with three-dimensional profiles.
    Nature. 1992 Mar 5;356(6364):83-5 PMID: 1538787
  24. Proline cis-trans isomers in calbindin D9k observed by X-ray crystallography.
    J Mol Biol. 1992 Feb 5;223(3):601-6 PMID: 1542107
  25. Structure-derived hydrophobic potential. Hydrophobic potential derived from X-ray structures of globular proteins is able to identify native folds.
    J Mol Biol. 1992 Apr 5;224(3):725-32 PMID: 1569551
  26. A new approach to protein fold recognition.
    Nature. 1992 Jul 2;358(6381):86-9 PMID: 1614539
  27. Identification of native protein folds amongst a large number of incorrect models. The calculation of low energy conformations from potentials of mean force.
    J Mol Biol. 1990 Nov 5;216(1):167-80 PMID: 2121999
  28. Molecular dynamics study of the structure and dynamics of a protein molecule in a crystalline ionic environment, Streptomyces griseus protease A.
    Biochemistry. 1990 Sep 18;29(37):8658-76 PMID: 2125469
  29. Calculation of conformational ensembles from potentials of mean force. An approach to the knowledge-based prediction of local structures in globular proteins.
    J Mol Biol. 1990 Jun 20;213(4):859-83 PMID: 2359125
  30. An all atom force field for simulations of proteins and nucleic acids.
    J Comput Chem. 1986 Apr;7(2):230-252 PMID: 29160584
  31. An algorithm for determining the conformation of polypeptide segments in proteins by systematic search.
    Proteins. 1986 Oct;1(2):146-63 PMID: 3130622
  32. Ranking potential binding peptides to MHC molecules by a computational threading approach.
    J Mol Biol. 1995 Jun 2;249(2):244-50 PMID: 7540211
  33. Comparison of systematic search and database methods for constructing segments of protein structure.
    Protein Eng. 1994 Aug;7(8):953-60 PMID: 7809034
  34. Recognition of errors in three-dimensional structures of proteins.
    Proteins. 1993 Dec;17(4):355-62 PMID: 8108378
  35. Computer simulation of antibody binding specificity.
    Proteins. 1993 Apr;15(4):436-44 PMID: 8460113
  36. Reduced representation model of protein structure prediction: statistical potential and genetic algorithms.
    Protein Sci. 1993 May;2(5):762-85 PMID: 8495198
  37. An empirical energy function for threading protein sequence through the folding motif.
    Proteins. 1993 May;16(1):92-112 PMID: 8497488
  38. A preference-based free-energy parameterization of enzyme-inhibitor binding. Applications to HIV-1-protease inhibitor design.
    Protein Sci. 1995 Sep;4(9):1881-903 PMID: 8528086
  39. Statistical potentials extracted from protein structures: how accurate are they?
    J Mol Biol. 1996 Mar 29;257(2):457-69 PMID: 8609636
  40. Energy functions that discriminate X-ray and near native folds from well-constructed decoys.
    J Mol Biol. 1996 May 3;258(2):367-92 PMID: 8627632
  41. Stability changes upon mutation of solvent-accessible residues in proteins evaluated by database-derived potentials.
    J Mol Biol. 1996 Apr 19;257(5):1112-26 PMID: 8632471
  42. A critical assessment of comparative molecular modeling of tertiary structures of proteins.
    Proteins. 1995 Nov;23(3):301-17 PMID: 8710824
  43. Evaluation of atomic level mean force potentials via inverse folding and inverse refinement of protein structures: atomic burial position and pairwise non-bonded interactions.
    Protein Eng. 1996 Aug;9(8):637-55 PMID: 8875641
  44. MONSSTER: a method for folding globular proteins with a small number of distance restraints.
    J Mol Biol. 1997 Jan 17;265(2):217-41 PMID: 9020984
  45. Comparison of database potentials and molecular mechanics force fields.
    Curr Opin Struct Biol. 1997 Apr;7(2):194-9 PMID: 9094335
  46. Determination of atomic desolvation energies from the structures of crystallized proteins.
    J Mol Biol. 1997 Apr 4;267(3):707-26 PMID: 9126848
  47. Assembly of protein tertiary structures from fragments with similar local sequences using simulated annealing and Bayesian scoring functions.
    J Mol Biol. 1997 Apr 25;268(1):209-25 PMID: 9149153
  48. Protein folding simulations with genetic algorithms and a detailed molecular description.
    J Mol Biol. 1997 Jun 6;269(2):240-59 PMID: 9191068
  49. Predicting protein stability changes upon mutation using database-derived potentials: solvent accessibility determines the importance of local versus non-local interactions along the sequence.
    J Mol Biol. 1997 Sep 19;272(2):276-90 PMID: 9299354
  50. An all-atom distance-dependent conditional probability discriminatory function for protein structure prediction.
    J Mol Biol. 1998 Feb 6;275(5):895-916 PMID: 9480776
  51. Pathways to a protein folding intermediate observed in a 1-microsecond simulation in aqueous solution.
    Science. 1998 Oct 23;282(5389):740-4 PMID: 9784131
Article Info
Journal
Protein science : a publication of the Protein Society
Abbr.
Protein Sci
ISSN
0961-8368
Published
2002-11-00
Pages
2714-26
Language
English
Region
United States
NLM ID
9211750
PMCID
PMC2373736
Subset
IM
Corrections
ErratumIn
-
Analysis Services
Analysis Services

Contact

No. 2 Wenbo Road, Zhangqiu District, Jinan, Shandong

Qilu Normal University · Genelibs Bioinformatics Lab

750 Shunhua Rd, Jinan

2F, Bldg F, University Science Park

Tel: 0531-88819269

WeChat Official Account

Follow our WeChat subscription account for real-time updates and the latest in medical and biological research.


Business Email

E-mail: [email protected]