Literature DB >> 25349413

Benchmarking all-atom simulations using hydrogen exchange.

John J Skinner1, Wookyung Yu2, Elizabeth K Gichana1, Michael C Baxa3, James R Hinshaw4, Karl F Freed5, Tobin R Sosnick6.   

Abstract

Long-time molecular dynamics (MD) simulations are now able to fold small proteins reversibly to their native structures [Lindorff-Larsen K, Piana S, Dror RO, Shaw DE (2011) Science 334(6055):517-520]. These results indicate that modern force fields can reproduce the energy surface near the native structure. To test how well the force fields recapitulate the other regions of the energy surface, MD trajectories for a variant of protein G are compared with data from site-resolved hydrogen exchange (HX) and other biophysical measurements. Because HX monitors the breaking of individual H-bonds, this experimental technique identifies the stability and H-bond content of excited states, thus enabling quantitative comparison with the simulations. Contrary to experimental findings of a cooperative, all-or-none unfolding process, the simulated denatured state ensemble, on average, is highly collapsed with some transient or persistent native 2° structure. The MD trajectories of this protein G variant and other small proteins exhibit excessive intramolecular H-bonding even for the most expanded conformations, suggesting that the force fields require improvements in describing H-bonding and backbone hydration. Moreover, these comparisons provide a general protocol for validating the ability of simulations to accurately capture rare structural fluctuations.

Entities:  

Keywords:  HX; denatured states; molecular dynamics; protein folding; unfolded state

Mesh:

Substances:

Year:  2014        PMID: 25349413      PMCID: PMC4234613          DOI: 10.1073/pnas.1404213111

Source DB:  PubMed          Journal:  Proc Natl Acad Sci U S A        ISSN: 0027-8424            Impact factor:   11.205


  50 in total

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Authors:  K W Plaxco; I S Millett; D J Segel; S Doniach; D Baker
Journal:  Nat Struct Biol       Date:  1999-06

2.  Computer-based redesign of a protein folding pathway.

Authors:  S Nauli; B Kuhlman; D Baker
Journal:  Nat Struct Biol       Date:  2001-07

3.  Random-coil behavior and the dimensions of chemically unfolded proteins.

Authors:  Jonathan E Kohn; Ian S Millett; Jaby Jacob; Bojan Zagrovic; Thomas M Dillon; Nikolina Cingel; Robin S Dothager; Soenke Seifert; P Thiyagarajan; Tobin R Sosnick; M Zahid Hasan; Vijay S Pande; Ingo Ruczinski; Sebastian Doniach; Kevin W Plaxco
Journal:  Proc Natl Acad Sci U S A       Date:  2004-08-16       Impact factor: 11.205

4.  How fast-folding proteins fold.

Authors:  Kresten Lindorff-Larsen; Stefano Piana; Ron O Dror; David E Shaw
Journal:  Science       Date:  2011-10-28       Impact factor: 47.728

5.  Solution structure of a protein denatured state and folding intermediate.

Authors:  T L Religa; J S Markson; U Mayor; S M V Freund; A R Fersht
Journal:  Nature       Date:  2005-10-13       Impact factor: 49.962

6.  Specific collapse followed by slow hydrogen-bond formation of beta-sheet in the folding of single-chain monellin.

Authors:  Tetsunari Kimura; Takanori Uzawa; Koichiro Ishimori; Isao Morishima; Satoshi Takahashi; Takashi Konno; Shuji Akiyama; Tetsuro Fujisawa
Journal:  Proc Natl Acad Sci U S A       Date:  2005-02-14       Impact factor: 11.205

7.  Anatomy of energetic changes accompanying urea-induced protein denaturation.

Authors:  Matthew Auton; Luis Marcelo F Holthauzen; D Wayne Bolen
Journal:  Proc Natl Acad Sci U S A       Date:  2007-09-18       Impact factor: 11.205

8.  Folding of chymotrypsin inhibitor 2. 1. Evidence for a two-state transition.

Authors:  S E Jackson; A R Fersht
Journal:  Biochemistry       Date:  1991-10-29       Impact factor: 3.162

Review 9.  Hydrogen exchange: the modern legacy of Linderstrøm-Lang.

Authors:  S W Englander; L Mayne; Y Bai; T R Sosnick
Journal:  Protein Sci       Date:  1997-05       Impact factor: 6.725

Review 10.  The folding of single domain proteins--have we reached a consensus?

Authors:  Tobin R Sosnick; Doug Barrick
Journal:  Curr Opin Struct Biol       Date:  2010-12-06       Impact factor: 6.809

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  28 in total

1.  Sequence, structure, and cooperativity in folding of elementary protein structural motifs.

Authors:  Jason K Lai; Ginka S Kubelka; Jan Kubelka
Journal:  Proc Natl Acad Sci U S A       Date:  2015-07-27       Impact factor: 11.205

2.  Even with nonnative interactions, the updated folding transition states of the homologs Proteins G & L are extensive and similar.

Authors:  Michael C Baxa; Wookyung Yu; Aashish N Adhikari; Liang Ge; Zhen Xia; Ruhong Zhou; Karl F Freed; Tobin R Sosnick
Journal:  Proc Natl Acad Sci U S A       Date:  2015-06-22       Impact factor: 11.205

3.  Commonly used FRET fluorophores promote collapse of an otherwise disordered protein.

Authors:  Joshua A Riback; Micayla A Bowman; Adam M Zmyslowski; Kevin W Plaxco; Patricia L Clark; Tobin R Sosnick
Journal:  Proc Natl Acad Sci U S A       Date:  2019-04-16       Impact factor: 11.205

4.  Evidence for the principle of minimal frustration in the evolution of protein folding landscapes.

Authors:  Franco O Tzul; Daniel Vasilchuk; George I Makhatadze
Journal:  Proc Natl Acad Sci U S A       Date:  2017-02-14       Impact factor: 11.205

5.  Preferential binding effects on protein structure and dynamics revealed by coarse-grained Monte Carlo simulation.

Authors:  R B Pandey; D J Jacobs; B L Farmer
Journal:  J Chem Phys       Date:  2017-05-21       Impact factor: 3.488

6.  Quantitative interpretation of FRET experiments via molecular simulation: force field and validation.

Authors:  Robert B Best; Hagen Hofmann; Daniel Nettels; Benjamin Schuler
Journal:  Biophys J       Date:  2015-06-02       Impact factor: 4.033

7.  Regulation of Co-transcriptional Pre-mRNA Splicing by m6A through the Low-Complexity Protein hnRNPG.

Authors:  Katherine I Zhou; Hailing Shi; Ruitu Lyu; Adam C Wylder; Żaneta Matuszek; Jessica N Pan; Chuan He; Marc Parisien; Tao Pan
Journal:  Mol Cell       Date:  2019-08-21       Impact factor: 17.970

8.  Cooperative folding near the downhill limit determined with amino acid resolution by hydrogen exchange.

Authors:  Wookyung Yu; Michael C Baxa; Isabelle Gagnon; Karl F Freed; Tobin R Sosnick
Journal:  Proc Natl Acad Sci U S A       Date:  2016-04-13       Impact factor: 11.205

9.  Dielectric screening effect of electronic polarization and intramolecular hydrogen bonding.

Authors:  Shen-Shu Sung
Journal:  Protein Sci       Date:  2017-07-28       Impact factor: 6.725

Review 10.  New tricks for old dogs: improving the accuracy of biomolecular force fields by pair-specific corrections to non-bonded interactions.

Authors:  Jejoong Yoo; Aleksei Aksimentiev
Journal:  Phys Chem Chem Phys       Date:  2018-03-28       Impact factor: 3.676

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