journal article·2017-06-27

Nanopore-Based Measurements of Protein Size, Fluctuations, and Conformational Changes

Pradeep Waduge, Rui Hu, Prasad Bandarkar, Hirohito Yamazaki, Benjamin Cressiot, Qing Zhao, Paul C. Whitford, Meni Wanunu

ACS Nano· Volume 11· Issue 6
Publisher page

Abstract

Proteins are structurally dynamic macromolecules, and it is challenging to quantify the conformational properties of their native state in solution. Nanopores can be efficient tools to study proteins in a solution environment. In this method, an electric field induces electrophoretic and/or electro-osmotic transport of protein molecules through a nanopore slightly larger than the protein molecule. High-bandwidth ion current measurement is used to detect the transit of each protein molecule. First, our measurements reveal a correlation between the mean current blockade amplitude and the radius of gyration for each protein. Next, we find a correlation between the shape of the current signal amplitude distributions and the protein fluctuation as obtained from molecular dynamics simulations. Further, the magnitude of the structural fluctuations, as probed by experiments and simulations, correlates with the ratio of α-helix to β-sheet content. We highlight the resolution of our measurements by resolving two states of calmodulin, a canonical protein that undergoes a conformational change in response to calcium binding.
Source: openalex_inverted_index · Quality: baseline

Research context

OpenAlex topics: Nanopore and Nanochannel Transport Studies · Microfluidic and Bio-sensing Technologies · Membrane-based Ion Separation Techniques

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

Affiliations

State Key Laboratory for Mesoscopic Physics, School of Physics, Peking University, Beijing 100871, People’s Republic of China

Graduate School of Science and Technology, Keio University, 3-14-1 Hiyoshi, Kouhoku-ku, Yokohama, Kanagawa 223-8522, Japan

Funding

National Science Foundation · National Natural Science Foundation of China

References (93)

Show source-provided references
1. 10.1016/j.sbi.2007.12.00310.1016/j.sbi.2007.12.003 ↗
2. 10.1073/pnas.09010499710.1073/pnas.090104997 ↗
3. 10.1021/bi051627310.1021/bi0516273 ↗
4. 10.1073/pnas.060709710410.1073/pnas.0607097104 ↗
5. 10.1002/cphc.20040061710.1002/cphc.200400617 ↗
6. 10.1038/nbt106610.1038/nbt1066 ↗
7. 10.1016/S0959-440X(00)00249-910.1016/S0959-440X(00)00249-9 ↗
8. 10.1016/S0958-1669(02)00332-410.1016/S0958-1669(02)00332-4 ↗
9. 10.1016/j.copbio.2004.12.00210.1016/j.copbio.2004.12.002 ↗
10. 10.1038/nmeth94510.1038/nmeth945 ↗
11. 10.1529/biophysj.105.07200910.1529/biophysj.105.072009 ↗
12. 10.1038/nature1264910.1038/nature12649 ↗
13. 10.1073/pnas.070860010410.1073/pnas.0708600104 ↗
14. 10.1016/j.devcel.2010.07.01810.1016/j.devcel.2010.07.018 ↗
15. 10.1110/ps.04128230510.1110/ps.041282305 ↗
16. 10.2174/15734130777994053510.2174/157341307779940535 ↗
17. 10.1039/b813796j10.1039/b813796j ↗
18. 10.1038/nbt.149510.1038/nbt.1495 ↗
19. 10.1088/0957-4484/26/7/07400410.1088/0957-4484/26/7/074004 ↗
20. 10.1016/S0006-3495(03)74529-910.1016/S0006-3495(03)74529-9 ↗
21. 10.1038/7927510.1038/79275 ↗
22. 10.1073/pnas.151056511210.1073/pnas.1510565112 ↗
23. 10.1073/pnas.061108510410.1073/pnas.0611085104 ↗
24. 10.1021/jp808088y10.1021/jp808088y ↗
25. 10.1063/1.243571710.1063/1.2435717 ↗
26. 10.1021/ja043910f10.1021/ja043910f ↗
27. 10.1021/ja073994310.1021/ja0739943 ↗
28. 10.1063/1.218086810.1063/1.2180868 ↗
29. 10.1021/ac702520710.1021/ac7025207 ↗
30. 10.1063/1.276720610.1063/1.2767206 ↗
31. 10.1021/ja100693x10.1021/ja100693x ↗
32. 10.1021/nl803189k10.1021/nl803189k ↗
33. Ledden B. · 2011 · 12910.1007/978-1-4419-8252-0_6 ↗
34. 10.2174/0929866511320999007710.2174/09298665113209990077 ↗
35. 10.1021/nn103479510.1021/nn1034795 ↗
36. 10.1021/ja901088b10.1021/ja901088b ↗
37. 10.1038/srep0163810.1038/srep01638 ↗
38. 10.1021/ac200172510.1021/ac2001725 ↗
39. 10.1021/nn301672g10.1021/nn301672g ↗
40. 10.1021/nl100861c10.1021/nl100861c ↗
41. 10.1021/nn400125c10.1021/nn400125c ↗
42. 10.1021/nl304267810.1021/nl3042678 ↗
43. 10.1038/nnano.2016.26710.1038/nnano.2016.267 ↗
44. 10.1038/nnano.2011.1210.1038/nnano.2011.12 ↗
45. 10.1016/j.bpj.2013.12.02510.1016/j.bpj.2013.12.025 ↗
46. 10.1016/j.bpj.2015.03.02510.1016/j.bpj.2015.03.025 ↗
47. 10.1021/acsnano.5b0271410.1021/acsnano.5b02714 ↗
48. Nielsen R. H. · 2000
49. 10.1149/1.291910610.1149/1.2919106 ↗
50. 10.1021/nl101046t10.1021/nl101046t ↗
51. 10.1021/nn401438810.1021/nn4014388 ↗
52. 10.1088/0957-4484/18/30/30550510.1088/0957-4484/18/30/305505 ↗
53. 10.1103/PhysRevLett.102.25680410.1103/PhysRevLett.102.256804 ↗
54. 10.1088/0953-8984/22/45/45412910.1088/0953-8984/22/45/454129 ↗
55. 10.1088/0953-8984/25/37/37510210.1088/0953-8984/25/37/375102 ↗
56. 10.1017/jfm.2014.21410.1017/jfm.2014.214 ↗
57. 10.1021/bp025605910.1021/bp0256059 ↗
58. 10.1073/pnas.85.7.202910.1073/pnas.85.7.2029 ↗
59. 10.1021/j100356a00710.1021/j100356a007 ↗
60. 10.1021/ja102685810.1021/ja1026858 ↗
61. 10.1093/nar/gkh38110.1093/nar/gkh381 ↗
62. 10.1063/1.168472410.1063/1.1684724 ↗
63. Burchard W. · 1983 · 1
64. 10.1002/prot.2225310.1002/prot.22253 ↗
65. 10.1371/journal.pcbi.100479410.1371/journal.pcbi.1004794 ↗
66. 10.1261/rna.203541010.1261/rna.2035410 ↗
67. 10.1039/c3sm50807b10.1039/c3sm50807b ↗
68. 10.1038/nmeth.193210.1038/nmeth.1932 ↗
69. 10.1006/jmre.2000.217010.1006/jmre.2000.2170 ↗
70. 10.1080/07391102.1999.1050834810.1080/07391102.1999.10508348 ↗
71. 10.1039/B9PP00029A10.1039/B9PP00029A ↗
72. Watterson D. M. · J. Biol. Chem. · 1980 · 255 · 96210.1016/S0021-9258(19)86127-6 ↗
73. 10.1016/0022-2836(92)90324-D10.1016/0022-2836(92)90324-D ↗
74. 10.1139/o94-04910.1139/o94-049 ↗
75. 10.1016/S0968-0004(00)88949-510.1016/S0968-0004(00)88949-5 ↗
76. 10.1016/S0968-0004(06)80021-610.1016/S0968-0004(06)80021-6 ↗
77. 10.1038/315037a010.1038/315037a0 ↗
78. 10.1021/bi00345a00210.1021/bi00345a002 ↗
79. 10.1038/nsb0995-76810.1038/nsb0995-768 ↗
80. 10.1038/nsb0995-75810.1038/nsb0995-758 ↗
81. 10.1038/nsb0995-77710.1038/nsb0995-777 ↗
82. 10.1111/j.1432-1033.1982.tb06808.x10.1111/j.1432-1033.1982.tb06808.x ↗
83. 10.1016/0022-2836(88)90608-010.1016/0022-2836(88)90608-0 ↗
84. 10.1016/j.bpj.2015.07.01610.1016/j.bpj.2015.07.016 ↗
85. 10.1117/1.JBO.17.6.06090110.1117/1.JBO.17.6.060901 ↗
86. 10.1016/S0006-3495(02)73916-710.1016/S0006-3495(02)73916-7 ↗
87. Muthukumar M. · 2011
88. 10.1002/1522-2683(200208)23:16<2583::AID-ELPS2583>3.0.CO;2-H10.1002/1522-2683(200208)23:16<2583::AID-ELPS2583>3.0.CO;2-H ↗
89. Smoluchowski M. V. · Z. Phys. Chem. · 1917 · 92 · 129
90. 10.1021/nn404326f10.1021/nn404326f ↗
91. 10.1038/nnano.2010.20210.1038/nnano.2010.202 ↗
92. 10.1021/bi981170f10.1021/bi981170f ↗
93. 10.1038/nsmb82110.1038/nsmb821 ↗