a.Key Laboratory of Synthetic Rubber, Changchun Institute of Applied Chemistry, Chinese Academy of Sciences, Changchun 130022, China
b.Smart City Research Institute, Zhengzhou University, Zhengzhou 450001, China
fccui@ciac.ac.cn (F.C.C.)
yunqi@ciac.ac.cn (Y.Q.L.)
收稿:2018-12-24,
修回:2019-1-18,
录用:2019-1-31,
网络首发:2019-03-14,
纸质出版:2019-07
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Citation: Yang, K. C.; Cui, F. C.; Shi, C.; Chen, W. D.; Li, Y. Q. Evolution of conformation and dynamics of solvents in hydration shell along the urea-induced unfolding of ubiquitin. Chinese J. Polym. Sci. 2019, 37, 708–718
Ke-Cheng Yang, Feng-Chao Cui, Ce Shi, et al. Evolution of Conformation and Dynamics of Solvents in Hydration Shell along the Urea-induced Unfolding of Ubiquitin[J]. Chinese Journal of Polymer Science, 2019, 37(7): 708-718.
Citation: Yang, K. C.; Cui, F. C.; Shi, C.; Chen, W. D.; Li, Y. Q. Evolution of conformation and dynamics of solvents in hydration shell along the urea-induced unfolding of ubiquitin. Chinese J. Polym. Sci. 2019, 37, 708–718 DOI: 10.1007/s10118-019-2238-8.
Ke-Cheng Yang, Feng-Chao Cui, Ce Shi, et al. Evolution of Conformation and Dynamics of Solvents in Hydration Shell along the Urea-induced Unfolding of Ubiquitin[J]. Chinese Journal of Polymer Science, 2019, 37(7): 708-718. DOI: 10.1007/s10118-019-2238-8.
A clear diagram for the unfolding of protein induced by denaturant is a classical but still unsolved challenge. To explore the unfolded conformations of ubiquitin under different urea concentrations
we performed hybrid Monte Carlo-molecular dynamics simulations (MC-MD) guided by small angle X-ray scattering (SAXS) structural information. Conformational ensembles sampled by the hybrid MC-MD algorithm exhibited typical 3D structures at different urea concentrations. These typical structures suggested that ubiquitin was subjected to a sequential unfolding
where the native contacts between adjacent
β
-sheets at first were disrupted together with the exposure of hydrophobic core
followed by the conversion of remaining
β
-strands and helices into random coils. Ubiquitin in 8 mol·L
−1
urea is almost a random coil. With the disruption of native structure
urea molecules are enriched at protein hydrated layer to stabilize newly exposed residues. Compared with water
urea molecules prefer to form hydrogen bonds with the backbone of ubiquitin
thus occupying nodes of the hydrogen bonding network that construct the secondary structure of proteins. Meanwhile
we also found that the slow dynamics of urea molecules was almost unchanged while the dynamics of water was accelerated in the hydration shell when more residues were unfolded and exposed. The former was also responsible for the stabilization of unfolded structures.
Schlesinger, D. H.; Goldstein, G . Molecular conservation of 74 amino acid sequence of ubiquitin between cattle and man . Nature , 1975 . 255 423 - 424 . DOI: 10.1038/255423a0 http://doi.org/10.1038/255423a0 .
Goldstein, G.; Scheid, M.; Hammerling, U.; Schlesinger, D. H.; Niall, H. D.; Boyse, E. A . Isolation of a polypeptide that has lymphocyte-differentiating properties and is probably represented universally in living cells . Proc. Natl. Acad. Sci. , 1975 . 72 11 - 5 . DOI: 10.1073/pnas.72.1.11 http://doi.org/10.1073/pnas.72.1.11 .
Hershko, A.; Eytan, E.; Ciechanover, A.; Haas, A. L . Immunochemical analysis of the turnover of ubiquitin-protein conjugates in intact cells. Relationship to the breakdown of abnormal proteins . J. Biol. Chem. , 1982 . 257 13964 - 70 . .
Vijay-Kumar, S.; Bugg, C. E.; Cook, W. J . Structure of ubiquitin refined at 1.8 Å resolution . J. Mol. Biol. , 1987 . 194 531 - 544 . DOI: 10.1016/0022-2836(87)90679-6 http://doi.org/10.1016/0022-2836(87)90679-6 .
Sillitoe, I.; Lewis, T. E.; Cuff, A.; Das, S.; Ashford, P.; Dawson, N. L.; Furnham, N.; Laskowski, R. A.; Lee, D.; Lees, J. G.; Lehtinen, S.; Studer, R. A.; Thornton, J.; Orengo, C. A . CATH: Comprehensive structural and functional annotations for genome sequences . Nucleic Acids Res. , 2015 . 43 D376 - D381 . DOI: 10.1093/nar/gku947 http://doi.org/10.1093/nar/gku947 .
Reddy, G.; Thirumalai, D . Collapse precedes folding in denaturant-dependent assembly of ubiquitin . J. Phys. Chem. B , 2017 . 121 995 - 1009 . DOI: 10.1021/acs.jpcb.6b13100 http://doi.org/10.1021/acs.jpcb.6b13100 .
Piana, S.; Lindorff-Larsen, K.; Shaw, D. E . Atomic-level description of ubiquitin folding . Proc. Natl. Acad. Sci. , 2013 . 110 5915 - 5920 . DOI: 10.1073/pnas.1218321110 http://doi.org/10.1073/pnas.1218321110 .
Makhatadze, G. I.; Lopez, M. M.; Richardson, J. M.; Thmos, S. T . Anion binding to the ubiquitin molecule . Protein Sci. , 1998 . 7 689 - 697 . DOI: 10.1002/pro.5560070318 http://doi.org/10.1002/pro.5560070318 .
Jacob, J.; Krantz, B.; Dothager, R. S.; Thiyagarajan, P.; Sosnick, T. R . Early collapse is not an obligate step in protein folding . J. Mol. Biol. , 2004 . 338 369 - 82 . DOI: 10.1016/j.jmb.2004.02.065 http://doi.org/10.1016/j.jmb.2004.02.065 .
Wirmer, J.; Peti, W.; Schwalbe, H . Motional properties of unfolded ubiquitin: A model for a random coil protein . J. Biomol. NMR , 2006 . 35 175 - 186 . .
Walters, J.; Milam, S. L.; Clark, A. C. Practical approaches to protein folding and assembly: Spectroscopic strategies in thermodynamics and kinetics. In Methods Enzymol ., ed. by Michael L. Johnson, J. M. H., Gary K. Ackers, Academic Press, 2009 , Vol. 455, pp. 1-39.
Vallée-Bélisle, A.; Michnick, S. W . Visualizing transient protein-folding intermediates by tryptophan-scanning mutagenesis . Nat. Struct. Mol. Biol. , 2012 . 19 731 - 736 . DOI: 10.1038/nsmb.2322 http://doi.org/10.1038/nsmb.2322 .
Aznauryan, M.; Delgado, L.; Soranno, A.; Nettels, D.; Huang, J. R.; Labhardt, A. M.; Grzesiek, S.; Schuler, B . Comprehensive structural and dynamical view of an unfolded protein from the combination of single-molecule FRET, NMR, and SAXS . Proc. Natl. Acad. Sci. , 2016 . 113 E5389 - E5398 . DOI: 10.1073/pnas.1607193113 http://doi.org/10.1073/pnas.1607193113 .
Esteban-Martín, S.; Fenwick, R. B.; Salvatella, X . Refinement of ensembles describing unstructured proteins using NMR residual dipolar couplings . J. Am. Chem. Soc. , 2010 . 132 4626 - 4632 . DOI: 10.1021/ja906995x http://doi.org/10.1021/ja906995x .
Mandal, M.; Mukhopadhyay, C . Microsecond molecular dynamics simulation of guanidinium chloride induced unfolding of ubiquitin . Phys. Chem. Chem. Phys. , 2014 . 16 21706 - 21716 . DOI: 10.1039/C4CP01657B http://doi.org/10.1039/C4CP01657B .
Hua, L.; Zhou, R.; Thirumalai, D.; Berne, B. J . Urea denaturation by stronger dispersion interactions with proteins than water implies a 2-stage unfolding . Proc. Natl. Acad. Sci. , 2008 . 105 16928 - 16933 . DOI: 10.1073/pnas.0808427105 http://doi.org/10.1073/pnas.0808427105 .
Stirnemann, G.; Kang, S. G.; Zhou, R.; Berne, B. J . How force unfolding differs from chemical denaturation . Proc. Natl. Acad. Sci. , 2014 . 111 3413 - 3418 . DOI: 10.1073/pnas.1400752111 http://doi.org/10.1073/pnas.1400752111 .
Shaw, K. L.; Scholtz, J. M.; Pace, C. N.; Grimsley, R. G. in Protein structure, stability, and interactions . Vol. 490, ed. by Shriver, J. W. Humana Press, Totowa, NJ, 2009 , p. 41−55.
Tanford, C . Isothermal unfolding of globular proteins in aqueous urea solutions . J. Am. Chem. Soc. , 1964 . 86 2050 - 2059 . DOI: 10.1021/ja01064a028 http://doi.org/10.1021/ja01064a028 .
Canchi, D. R.; García, A. E . Cosolvent effects on protein stability . Annu. Rev. Phys. Chem. , 2013 . 64 273 - 293 . DOI: 10.1146/annurev-physchem-040412-110156 http://doi.org/10.1146/annurev-physchem-040412-110156 .
Guinn, E. J.; Pegram, L. M.; Capp, M. W.; Pollock, M. N.; Record, M. T . Quantifying why urea is a protein denaturant, whereas glycine betaine is a protein stabilizer . Proc. Natl. Acad. Sci. , 2011 . 108 16932 - 16937 . DOI: 10.1073/pnas.1109372108 http://doi.org/10.1073/pnas.1109372108 .
Frank, H. S.; Franks, F . Structural approach to the solvent power of water for hydrocarbons: Urea as a structure breaker . J. Chem. Phys. , 1968 . 48 4746 - 4757 . DOI: 10.1063/1.1668057 http://doi.org/10.1063/1.1668057 .
Nayar, D.; Folberth, A.; van der Vegt, N. F. A . Molecular origin of urea driven hydrophobic polymer collapse and unfolding depending on side chain chemistry . Phys. Chem. Chem. Phys. , 2017 . 19 18156 - 18161 . DOI: 10.1039/C7CP01743J http://doi.org/10.1039/C7CP01743J .
O'Brien, E. P.; Dima, R. I.; Brooks, B.; Thirumalai, D . Interactions between hydrophobic and ionic solutes in aqueous guanidinium chloride and urea solutions: Lessons for protein denaturation mechanism . J. Am. Chem. Soc. , 2007 . 129 7346 - 7353 . DOI: 10.1021/ja069232+ http://doi.org/10.1021/ja069232+ .
Stumpe, M. C.; Grubmüller, H . Polar or apolar—The role of polarity for urea-induced protein denaturation . PLoS Comp. Biol. , 2008 . 4 e1000221 DOI: 10.1371/journal.pcbi.1000221 http://doi.org/10.1371/journal.pcbi.1000221 .
Candotti, M.; Pérez, A.; Ferrer-Costa, C.; Rueda, M.; Meyer, T.; Gelpí, J. L.; Orozco, M . Exploring early stages of the chemical unfolding of proteins at the proteome scale . PLoS Comp. Biol. , 2013 . 9 e1003393 DOI: 10.1371/journal.pcbi.1003393 http://doi.org/10.1371/journal.pcbi.1003393 .
Stumpe, M. C.; Grubmüller, H . Urea impedes the hydrophobic collapse of partially unfolded proteins . Biophys. J. , 2009 . 96 3744 - 3752 . DOI: 10.1016/j.bpj.2009.01.051 http://doi.org/10.1016/j.bpj.2009.01.051 .
Canchi, D. R.; García, Angel E . Backbone and side-chain contributions in protein denaturation by urea . Biophys. J. , 2011 . 100 1526 - 1533 . DOI: 10.1016/j.bpj.2011.01.028 http://doi.org/10.1016/j.bpj.2011.01.028 .
Smolin, N.; Voloshin, V. P.; Anikeenko, A. V.; Geiger, A.; Winter, R.; Medvedev, N. N . TMAO and urea in the hydration shell of the protein SNase . Phys. Chem. Chem. Phys. , 2017 . 19 6345 - 6357 . DOI: 10.1039/C6CP07903B http://doi.org/10.1039/C6CP07903B .
Yang, K.; Cui, F.; Li, Y . Distribution and dynamics of water and urea in hydration shell of ribonuclease Sa: A molecular dynamics simulation study . Chinese Journal of Applied Chemistry , 2018 . 35 1243 - 1248 . .
Biedermannová, L.; Schneider, B . Hydration of proteins and nucleic acids: Advances in experiment and theory. A review . Biochim. Biophys. Acta , 2016 . 1860 1821 - 1835 . DOI: 10.1016/j.bbagen.2016.05.036 http://doi.org/10.1016/j.bbagen.2016.05.036 .
Gavrilov, Y.; Leuchter, J. D.; Levy, Y . On the coupling between the dynamics of protein and water . Phys. Chem. Chem. Phys. , 2017 . 19 8243 - 8257 . DOI: 10.1039/C6CP07669F http://doi.org/10.1039/C6CP07669F .
Del Galdo, S.; Amadei, A . The unfolding effects on the protein hydration shell and partial molar volume: A computational study . Phys. Chem. Chem. Phys. , 2016 . 18 28175 - 28182 . DOI: 10.1039/C6CP05029H http://doi.org/10.1039/C6CP05029H .
Moron, M. C . Water dynamics on the surface of the protein barstar . Phys. Chem. Chem. Phys. , 2012 . 14 15393 - 15399 . DOI: 10.1039/c2cp41702b http://doi.org/10.1039/c2cp41702b .
Yang, K.; Różycki, B.; Cui, F.; Shi, C.; Chen, W.; Li, Y . Sampling enrichment toward target structures using hybrid molecular dynamics-Monte Carlo simulations . PLoS One , 2016 . 11 e0156043 DOI: 10.1371/journal.pone.0156043 http://doi.org/10.1371/journal.pone.0156043 .
Hu, J.; Ma, A.; Dinner, A. R . Monte Carlo simulations of biomolecules: The MC module in CHARMM . J. Comput. Chem. , 2006 . 27 203 - 216 . DOI: 10.1002/(ISSN)1096-987X http://doi.org/10.1002/(ISSN)1096-987X .
Vitalis, A.; Pappu, R. V. Methods for Monte Carlo simulations of biomacromolecules. In Annual reports in computational chemistry , Ralph, A. W., Ed. Elsevier, 2009 , Vol. 5, pp. 49-76.
MacKerell, A. D.; Bashford, D.; Bellott, M.; Dunbrack, R. L.; Evanseck, J. D.; Field, M. J.; Fischer, S.; Gao, J.; Guo, H.; Ha, S.; Joseph-McCarthy, D.; Kuchnir, L.; Kuczera, K.; Lau, F. T. K.; Mattos, C.; Michnick, S.; Ngo, T.; Nguyen, D. T.; Prodhom, B.; Reiher, W. E.; Roux, B.; Schlenkrich, M.; Smith, J. C.; Stote, R.; Straub, J.; Watanabe, M.; Wiorkiewicz-Kuczera, J.; Yin, D.; Karplus, M . All-atom empirical potential for molecular modeling and dynamics studies of proteins . J. Phys. Chem. B , 1998 . 102 3586 - 3616 . DOI: 10.1021/jp973084f http://doi.org/10.1021/jp973084f .
Mackerell, A. D.; Feig, M.; Brooks, C. L . Extending the treatment of backbone energetics in protein force fields: Limitations of gas-phase quantum mechanics in reproducing protein conformational distributions in molecular dynamics simulations . J. Comput. Chem. , 2004 . 25 1400 - 1415 . DOI: 10.1002/jcc.v25:11 http://doi.org/10.1002/jcc.v25:11 .
Li, Y. Q.; Zhang, Y . REMO: A new protocol to refine full atomic protein models from C-alpha traces by optimizing hydrogen-bonding networks . Proteins: Struct. Funct. Bioinform. , 2009 . 76 665 - 674 . DOI: 10.1002/prot.v76:3 http://doi.org/10.1002/prot.v76:3 .
Frishman, D.; Argos, P . Knowledge-based protein secondary structure assignment . Proteins: Struct. Funct. Bioinform. , 1995 . 23 566 - 79 . DOI: 10.1002/(ISSN)1097-0134 http://doi.org/10.1002/(ISSN)1097-0134 .
Im, W.; Lee, M. S.; Brooks, C. L . Generalized born model with a simple smoothing function . J. Comput. Chem. , 2003 . 24 1691 - 1702 . DOI: 10.1002/(ISSN)1096-987X http://doi.org/10.1002/(ISSN)1096-987X .
Weiser, J.; Shenkin, P. S.; Still, W. C . Approximate atomic surfaces from linear combinations of pairwise overlaps (LCPO) . J. Comput. Chem. , 1999 . 20 217 - 230 . DOI: 10.1002/(ISSN)1096-987X http://doi.org/10.1002/(ISSN)1096-987X .
Tsodikov, O. V.; Record, M. T.; Sergeev, Y. V . Novel computer program for fast exact calculation of accessible and molecular surface areas and average surface curvature . J. Comput. Chem. , 2002 . 23 600 - 609 . DOI: 10.1002/(ISSN)1096-987X http://doi.org/10.1002/(ISSN)1096-987X .
Schneidman-Duhovny, D.; Hammel, M.; Sali, A . FoXS: A web server for rapid computation and fitting of SAXS profiles . Nucleic Acids Res. , 2010 . 38 W540 - W544 . DOI: 10.1093/nar/gkq461 http://doi.org/10.1093/nar/gkq461 .
Valentini, E.; Kikhney, A. G.; Previtali, G.; Jeffries, C. M.; Svergun, D. I . SASBDB, a repository for biological small-angle scattering data . Nucleic Acids Res. , 2015 . 43 D357 - 363 . DOI: 10.1093/nar/gku1047 http://doi.org/10.1093/nar/gku1047 .
Huang, J. R.; Gabel, F.; Jensen, M. R.; Grzesiek, S.; Blackledge, M . Sequence-specific mapping of the interaction between urea and unfolded ubiquitin from ensemble analysis of NMR and small angle scattering data . J. Am. Chem. Soc. , 2012 . 134 4429 - 4436 . DOI: 10.1021/ja2118688 http://doi.org/10.1021/ja2118688 .
Ribeiro, A. A.; de Alencastro, R. B . Mixed Monte Carlo/molecular dynamics simulations of the prion protein . J. Mol. Graph. Model. , 2013 . 42 1 - 6 . DOI: 10.1016/j.jmgm.2013.02.007 http://doi.org/10.1016/j.jmgm.2013.02.007 .
Zhu, C.; Byrd, R. H.; Lu, P.; Nocedal, J . Algorithm 778: L-BFGS-B: Fortran subroutines for large-scale bound-constrained optimization . ACM Trans. Math. Softw. , 1997 . 23 550 - 560 . DOI: 10.1145/279232.279236 http://doi.org/10.1145/279232.279236 .
Morales, J. L.; Nocedal, J . Remark on "algorithm 778: L-BFGS-B: Fortran subroutines for large-scale bound constrained optimization" . ACM Trans. Math. Softw. , 2011 . 38 1 - 4 . .
Metropolis, N.; Rosenbluth, A. W.; Rosenbluth, M. N.; Teller, A. H.; Teller, E . Equation of state calculations by fast computing machines . J. Chem. Phys. , 1953 . 21 1087 - 1092 . DOI: 10.1063/1.1699114 http://doi.org/10.1063/1.1699114 .
Seeber, M.; Felline, A.; Raimondi, F.; Muff, S.; Friedman, R.; Rao, F.; Caflisch, A.; Fanelli, F . Wordom: A user-friendly program for the analysis of molecular structures, trajectories, and free energy surfaces . J. Comput. Chem. , 2011 . 32 1183 - 1194 . DOI: 10.1002/jcc.21688 http://doi.org/10.1002/jcc.21688 .
Heyer, L. J.; Kruglyak, S.; Yooseph, S . Exploring expression data: Identification and analysis of coexpressed genes . Genome Res. , 1999 . 9 1106 - 1115 . DOI: 10.1101/gr.9.11.1106 http://doi.org/10.1101/gr.9.11.1106 .
Phillips, J. C.; Braun, R.; Wang, W.; Gumbart, J.; Tajkhorshid, E.; Villa, E.; Chipot, C.; Skeel, R. D.; Kale, L.; Schulten, K . Scalable molecular dynamics with NAMD . J. Comput. Chem. , 2005 . 26 1781 - 802 . DOI: 10.1002/(ISSN)1096-987X http://doi.org/10.1002/(ISSN)1096-987X .
Jorgensen, W. L.; Chandrasekhar, J.; Madura, J. D.; Impey, R. W.; Klein, M. L . Comparison of simple potential functions for simulating liquid water . J. Chem. Phys. , 1983 . 79 926 - 935 . DOI: 10.1063/1.445869 http://doi.org/10.1063/1.445869 .
Vanommeslaeghe, K.; Hatcher, E.; Acharya, C.; Kundu, S.; Zhong, S.; Shim, J.; Darian, E.; Guvench, O.; Lopes, P.; Vorobyov, I.; Mackerell, A. D. Jr . CHARMM general force field: A force field for drug-like molecules compatible with the CHARMM all-atom additive biological force fields . J. Comput. Chem. , 2010 . 31 671 - 90 . .
Humphrey, W.; Dalke, A.; Schulten, K . VMD: Visual molecular dynamics . J. Mol. Graph. , 1996 . 14 33 - 38 . DOI: 10.1016/0263-7855(96)00018-5 http://doi.org/10.1016/0263-7855(96)00018-5 .
Feller, S. E.; Zhang, Y.; Pastor, R. W.; Brooks, B. R . Constant pressure molecular dynamics simulation: The Langevin piston method . J. Chem. Phys. , 1995 . 103 4613 - 4621 . DOI: 10.1063/1.470648 http://doi.org/10.1063/1.470648 .
Ryckaert, J. P.; Ciccotti, G.; Berendsen, H. J. C . Numerical integration of the cartesian equations of motion of a system with constraints: Molecular dynamics of n -alkanes . J. Comput. Phys. , 1977 . 23 327 - 341 . DOI: 10.1016/0021-9991(77)90098-5 http://doi.org/10.1016/0021-9991(77)90098-5 .
Candotti, M.; Esteban-Martín, S.; Salvatella, X.; Orozco, M . Toward an atomistic description of the urea-denatured state of proteins . Proc. Natl. Acad. Sci. , 2013 . 110 5933 - 5938 . DOI: 10.1073/pnas.1216589110 http://doi.org/10.1073/pnas.1216589110 .
Kohn, J. E.; Millett, I. S.; Jacob, J.; Zagrovic, B.; Dillon, T. M.; Cingel, N.; Dothager, R. S.; Seifert, S.; Thiyagarajan, P.; Sosnick, T. R.; Hasan, M. Z.; Pande, V. S.; Ruczinski, I.; Doniach, S.; Plaxco, K. W . Random-coil behavior and the dimensions of chemically unfolded proteins . Proc. Natl. Acad. Sci. , 2004 . 101 12491 - 12496 . DOI: 10.1073/pnas.0403643101 http://doi.org/10.1073/pnas.0403643101 .
Adzhubei, A. A.; Sternberg, M. J. E.; Makarov, A. A . Polyproline-II Helix in Proteins: Structure and Function . J. Mol. Biol. , 2013 . 425 2100 - 2132 . DOI: 10.1016/j.jmb.2013.03.018 http://doi.org/10.1016/j.jmb.2013.03.018 .
Chung, H. S.; Ganim, Z.; Jones, K. C.; Tokmakoff, A . Transient 2D IR spectroscopy of ubiquitin unfolding dynamics . Proc. Natl. Acad. Sci. , 2007 . 104 14237 - 14242 . DOI: 10.1073/pnas.0700959104 http://doi.org/10.1073/pnas.0700959104 .
Chung, H. S.; Shandiz, A.; Sosnick, T. R.; Tokmakoff, A . Probing the folding transition state of ubiquitin mutants by temperature-jump-induced downhill unfolding . Biochemistry , 2008 . 47 13870 - 13877 . DOI: 10.1021/bi801603e http://doi.org/10.1021/bi801603e .
Lindorff-Larsen, K.; Piana, S.; Dror, R. O.; Shaw, D. E . How fast-folding proteins fold . Science , 2011 . 334 517 - 520 . DOI: 10.1126/science.1208351 http://doi.org/10.1126/science.1208351 .
Baxa, M. C.; Freed, K. F.; Sosnick, T. R . Quantifying the structural requirements of the folding transition state of Protein A and other systems . J. Mol. Biol. , 2008 . 381 1362 - 1381 . DOI: 10.1016/j.jmb.2008.06.067 http://doi.org/10.1016/j.jmb.2008.06.067 .
Sosnick, T. R.; Barrick, D . The folding of single domain proteins—Have we reached a consensus? . Curr. Opin. Struct. Biol. , 2011 . 21 12 - 24 . DOI: 10.1016/j.sbi.2010.11.002 http://doi.org/10.1016/j.sbi.2010.11.002 .
Daggett, V . Protein folding-simulation . Chem. Rev. , 2006 . 106 1898 - 1916 . DOI: 10.1021/cr0404242 http://doi.org/10.1021/cr0404242 .
Qvist, J.; Ortega, G.; Tadeo, X.; Millet, O.; Halle, B . Hydration dynamics of a halophilic protein in folded and unfolded states . J. Phys. Chem. B , 2012 . 116 3436 - 44 . .
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