Crossref journal-article
Proceedings of the National Academy of Sciences
Proceedings of the National Academy of Sciences (341)
Abstract

Equilibrium molecular dynamics simulations, in which proteins spontaneously and repeatedly fold and unfold, have recently been used to help elucidate the mechanistic principles that underlie the folding of fast-folding proteins. The extent to which the conclusions drawn from the analysis of such proteins, which fold on the microsecond timescale, apply to the millisecond or slower folding of naturally occurring proteins is, however, unclear. As a first attempt to address this outstanding issue, we examine here the folding of ubiquitin, a 76-residue-long protein found in all eukaryotes that is known experimentally to fold on a millisecond timescale. Ubiquitin folding has been the subject of many experimental studies, but its slow folding rate has made it difficult to observe and characterize the folding process through all-atom molecular dynamics simulations. Here we determine the mechanism, thermodynamics, and kinetics of ubiquitin folding through equilibrium atomistic simulations. The picture emerging from the simulations is in agreement with a view of ubiquitin folding suggested from previous experiments. Our findings related to the folding of ubiquitin are also consistent, for the most part, with the folding principles derived from the simulation of fast-folding proteins, suggesting that these principles may be applicable to a wider range of proteins.

Bibliography

Piana, S., Lindorff-Larsen, K., & Shaw, D. E. (2013). Atomic-level description of ubiquitin folding. Proceedings of the National Academy of Sciences, 110(15), 5915–5920.

Authors 3
  1. Stefano Piana (first)
  2. Kresten Lindorff-Larsen (additional)
  3. David E. Shaw (additional)
References 94 Referenced 291
  1. 10.1016/j.sbi.2004.01.013
  2. 10.1073/pnas.0711908105
  3. 10.1016/j.jmb.2006.03.034
  4. 10.1016/S0022-2836(03)00028-7
  5. 10.1038/89638
  6. 10.1021/ja064865
  7. 10.1038/nsb798
  8. 10.1016/j.jmb.2010.10.023
  9. 10.1529/biophysj.103.039040
  10. 10.1110/ps.03541304
  11. 10.1021/jp049652q
  12. 10.1073/pnas.2136623100
  13. 10.1038/nature01160
  14. 10.1073/pnas.1101752108
  15. 10.1021/jp110175x
  16. 10.1016/j.jmb.2007.10.020
  17. 10.1021/ja302528z
  18. 10.1529/biophysj.108.131565
  19. 10.1126/science.1208351
  20. 10.1038/255423a0
  21. 10.1073/pnas.72.1.11
  22. 10.1073/pnas.76.7.3107
  23. 10.1016/S0021-9258(19)43856-8
  24. 10.1016/S0021-9258(19)45327-1
  25. 10.1016/S0021-9258(20)82050-X
  26. 10.1016/0022-2836(87)90679-6
  27. 10.1002/prot.340180305
  28. 10.1021/bi012023b
  29. 10.1073/pnas.0409114102
  30. 10.1038/86208
  31. 10.1073/pnas.89.6.2017
  32. 10.1016/S1359-0278(96)00057-0
  33. 10.1021/bi000792
  34. 10.1073/pnas.0702069104
  35. 10.1038/nsmb739
  36. 10.1006/jmbi.2002.5446
  37. 10.1038/nsb0296-193
  38. 10.1073/pnas.0630309100
  39. 10.1021/bi971538t
  40. 10.1021/bi801603e
  41. 10.1038/nsmb.2322
  42. 10.1073/pnas.0408646102
  43. 10.1073/pnas.0407683101
  44. 10.1093/protein/gzi025
  45. 10.1016/j.jmb.2008.01.012
  46. 10.1016/j.jmb.2004.01.018
  47. 10.1002/prot.1174
  48. 10.1002/prot.20430
  49. 10.1002/pro.5560070404
  50. 10.1016/j.bpc.2004.05.009
  51. 10.1063/1.2796165
  52. 10.1002/prot.21145
  53. 10.1006/jmbi.1994.0156
  54. 10.1073/pnas.1013159107
  55. 10.1002/prot.22314
  56. 10.1063/1.1778152
  57. DE Shaw, et al., Millisecond-scale molecular dynamics simulations on Anton. Proceedings of the Conference on High Performance Computing Networking, Storage and Analysis (ACM, Portland, Oregon), pp. 1–11 (2009). / Proceedings of the Conference on High Performance Computing Networking, Storage and Analysis by Shaw DE (2009)
  58. 10.1016/j.bpj.2011.03.051
  59. 10.1021/jp973084f
  60. 10.1063/1.1839571
  61. 10.1002/jcc.540150702
  62. 10.1371/journal.pone.0039918
  63. 10.1063/1.463137
  64. 10.1002/(SICI)1096-987X(199906)20:8<786::AID-JCC5>3.0.CO;2-B
  65. 10.1103/PhysRevA.31.1695
  66. 10.1063/1.463940
  67. 10.1063/1.440484
  68. 10.1038/35054591
  69. 10.1073/pnas.0408098102
  70. 10.1073/pnas.0509768103
  71. 10.1126/science.1187409
  72. 10.1063/1.1630572
  73. 10.1006/jmbi.2000.4053
  74. 10.1002/pro.584
  75. 10.1016/j.jmb.2011.06.044
  76. 10.1016/j.jmb.2005.01.052
  77. 10.1016/j.bpc.2006.03.017
  78. 10.1126/science.7886447
  79. 10.1038/nchembio.565
  80. 10.1021/ja067522k
  81. 10.1146/annurev.biophys.29.1.213
  82. 10.1016/j.jmb.2005.06.081
  83. 10.1110/ps.036319.108
  84. 10.1002/pro.2065
  85. 10.1016/j.jmb.2010.01.056
  86. 10.1002/prot.22043
  87. 10.1002/prot.22042
  88. 10.1016/S0968-0004(02)00012-9
  89. 10.1126/science.1215768
  90. 10.1006/jmbi.1998.1645
  91. 10.1093/bioinformatics/btl332
  92. 10.1063/1.3565032
  93. 10.1016/j.tibs.2004.11.008
  94. 10.1088/0953-8984/17/18/010
Dates
Type When
Created 12 years, 5 months ago (March 16, 2013, 4:29 a.m.)
Deposited 3 years, 4 months ago (April 12, 2022, 10:34 p.m.)
Indexed 2 weeks, 3 days ago (Aug. 6, 2025, 9:05 a.m.)
Issued 12 years, 5 months ago (March 15, 2013)
Published 12 years, 5 months ago (March 15, 2013)
Published Online 12 years, 5 months ago (March 15, 2013)
Published Print 12 years, 4 months ago (April 9, 2013)
Funders 0

None

@article{Piana_2013, title={Atomic-level description of ubiquitin folding}, volume={110}, ISSN={1091-6490}, url={http://dx.doi.org/10.1073/pnas.1218321110}, DOI={10.1073/pnas.1218321110}, number={15}, journal={Proceedings of the National Academy of Sciences}, publisher={Proceedings of the National Academy of Sciences}, author={Piana, Stefano and Lindorff-Larsen, Kresten and Shaw, David E.}, year={2013}, month=mar, pages={5915–5920} }