journal article·2020

Interfacial water and ion distribution determine ζ potential and binding affinity of nanoparticles to biomolecules

Dongyue Liang, Udaya Dahal, Yongqian (Kelly) Zhang, Christian Lochbaum, Dhiman Ray, Robert J. Hamers, Joel A. Pedersen, Qiang Cui

Nanoscale· Volume 12· Issue 35
Publisher page

Abstract

The molecular features that dictate interactions between functionalized nanoparticles and biomolecules are not well understood. This is in part because for highly charged nanoparticles in solution, establishing a clear connection between the molecular features of surface ligands and common experimental observables such as ζ potential requires going beyond the classical models based on continuum and mean field models. Motivated by these considerations, molecular dynamics simulations are used to probe the electrostatic properties of functionalized gold nanoparticles and their interaction with a charged peptide in salt solutions. Counterions are observed to screen the bare ligand charge to a significant degree even at the moderate salt concentration of 50 mM. As a result, the apparent charge density and ζ potential are largely insensitive to the bare ligand charge densities, which fall in the range of ligand densities typically measured experimentally for gold nanoparticles. While this screening effect was predicted by classical models such as the Manning condensation theory, the magnitudes of the apparent surface charge from microscopic simulations and mean-field models are significantly different. Moreover, our simulations found that the chemical features of the surface ligand (e.g., primary vs. quaternary amines, heterogeneous ligand lengths) modulate the interfacial ion and water distributions and therefore the interfacial potential. The importance of interfacial water is further highlighted by the observation that introducing a fraction of hydrophobic ligands enhances the strength of electrostatic binding of the charged peptide. Finally, the simulations highlight that the electric double layer is perturbed upon binding interactions. As a result, it is the bare charge density rather than the apparent charge density or ζ potential that better correlates with binding affinity of the nanoparticle to a charged peptide. Overall, our study highlights the importance of molecular features of the nanoparticle/water interface and underscores a set of design rules for the modulation of electrostatic driven interactions at nano/bio interfaces.
Source: openalex_inverted_index · Quality: candidate unverified · Source record ↗

Research context

OpenAlex topics: Electrostatics and Colloid Interactions · Spectroscopy and Quantum Chemical Studies · Protein Interaction Studies and Fluorescence Analysis

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

Affiliations

Department of Chemistry, University of Wisconsin-Madison, 1101 University Avenue, Madison, WI 53706, USA

Department of Chemistry, Boston University, 590 Commonwealth Avenue, Boston, MA 02215, USA

Department of Chemistry, University of California, Irvine, 1102 Natural Sciences 2, Irvine, CA 92617, USA

Departments of Soil Science, Civil & Environmental Engineering, and Chemistry, University of Wisconsin-Madison, 1525 Observatory Drive, Madison, WI 53706, USA

Departments of Physics and Biomedical Engineering, Boston University, 590 Commonwealth Avenue, Boston, MA 02215, USA

Funding

Division of Chemistry

References (100+)

Show source-provided references
1. A. S.Arico , P.Bruce , B.Scrosati , J.-M.Tarascon and W.Van Schalkwijk , Materials For Sustainable Energy: A Collection of Peer-Reviewed Research and Review Articles from Nature Publishing Group , World Scientific , 2011 , pp. 148–159
2. Khin · Energy Environ. Sci. · 2012 · 5 · 807510.1039/c2ee21818f ↗
3. M. A.Shannon , P. W.Bohn , M.Elimelech , J. G.Georgiadis , B. J.Marinas and A. M.Mayes , Nanoscience and technology: a collection of reviews from nature Journals , World Scientific , 2010 , pp. 337–346
4. Huang · J. Am. Chem. Soc. · 2006 · 128 · 211510.1021/ja057254a ↗
5. Gao · Nat. Biotechnol. · 2004 · 22 · 96910.1038/nbt994 ↗
6. Langer · Nature · 2004 · 428 · 48710.1038/nature02388 ↗
7. Michalet · Science · 2005 · 307 · 53810.1126/science.1104274 ↗
8. Ferrari · Nat. Rev. Cancer · 2005 · 5 · 16110.1038/nrc1566 ↗
9. Giljohann · Angew. Chem., Int. Ed. · 2010 · 49 · 328010.1002/anie.200904359 ↗
10. Jain · Br. J. Radiol. · 2012 · 85 · 10110.1259/bjr/59448833 ↗
11. Lara · Nano Today · 2011 · 6 · 58510.1016/j.nantod.2011.10.001 ↗
12. Murphy · ACS Cent. Sci. · 2015 · 1 · 11710.1021/acscentsci.5b00182 ↗
13. Hamers · Acc. Chem. Res. · 2017 · 50 · 63310.1021/acs.accounts.6b00634 ↗
14. Cui · J. Phys. Chem. B · 2016 · 120 · 729710.1021/acs.jpcb.6b03976 ↗
15. Hochella Jr. · Science · 2019 · 363 · eaau829910.1126/science.aau8299 ↗
16. Albanese · Annu. Rev. Biomed. Eng. · 2012 · 14 · 110.1146/annurev-bioeng-071811-150124 ↗
17. Monopoli · Nat. Nanotechnol. · 2012 · 7 · 77910.1038/nnano.2012.207 ↗
18. Olenick · Chem · 2018 · 4 · 270910.1016/j.chempr.2018.09.018 ↗
19. Dominguez-Medina · ACS Nano · 2016 · 10 · 210310.1021/acsnano.5b06439 ↗
20. Attwood · J. Mater. Chem. B · 2019 · 7 · 234910.1039/C9TB00168A ↗
21. Payne · J. Chem. Phys. · 2019 · 151 · 13090110.1063/1.5120178 ↗
22. Nel · Nat. Mater. · 2009 · 8 · 54310.1038/nmat2442 ↗
23. Petros · Nat. Rev. Drug Discovery · 2010 · 9 · 61510.1038/nrd2591 ↗
24. Walker · Nanoscale · 2011 · 3 · 131610.1039/C0NR00698J ↗
25. J.-L.Barrat and J.-P.Hansen , Basic concepts for simple and complex liquids , Cambridge University Press , 200310.1017/CBO9780511606533 ↗
26. Netz · Phys. Rep. · 2003 · 380 · 110.1016/S0370-1573(03)00118-2 ↗
27. Dobrynin · Prog. Polym. Sci. · 2005 · 30 · 104910.1016/j.progpolymsci.2005.07.006 ↗
28. You · J. Am. Chem. Soc. · 2005 · 127 · 1287310.1021/ja0512881 ↗
29. Zdrali · J. Phys. Chem. C · 2019 · 123 · 1662110.1021/acs.jpcc.9b01001 ↗
30. Troiano · J. Phys. Chem. C · 2015 · 119 · 53410.1021/jp512107z ↗
31. Bozich · Environ. Sci.: Nano · 2014 · 13 · 260
32. Dominguez · Aquat. Toxicol. · 2015 · 162 · 1910.1016/j.aquatox.2015.02.015 ↗
33. Pombo Garcia · Small · 2014 · 10 · 251610.1002/smll.201303540 ↗
34. Zhang · Anal. Chem. · 2018 · 90 · 1438710.1021/acs.analchem.8b03911 ↗
35. Melby · ACS Nano · 2017 · 11 · 548910.1021/acsnano.7b00231 ↗
36. Melby · Langmuir · 2018 · 34 · 1079310.1021/acs.langmuir.8b02060 ↗
37. Tollefson · ACS Nano · 2019 · 13 · 685610.1021/acsnano.9b01622 ↗
38. Delgado · J. Colloid Interface Sci. · 2007 · 309 · 19410.1016/j.jcis.2006.12.075 ↗
39. Doane · Acc. Chem. Res. · 2011 · 45 · 31710.1021/ar200113c ↗
40. R. J.Hunter , Zeta potential in colloid science: principles and applications, Academic press , 2013 , vol. 2
41. Lowry · Environ. Sci.: Nano · 2016 · 3 · 953
42. Predota · Langmuir · 2016 · 32 · 1018910.1021/acs.langmuir.6b02493 ↗
43. Huang · J. Phys. Chem. B · 2000 · 104 · 89810.1021/jp991545m ↗
44. von Smoluchowski · Bull. Int. Acad. Sci. Cracovie · 1903 · 8 · 182
45. O'Brien · J. Chem. Soc., Faraday Trans. 2 · 1978 · 74 · 160710.1039/f29787401607 ↗
46. Batista · Science · 2015 · 350 · 124247710.1126/science.1242477 ↗
47. Gonzalez-Tovar · J. Phys. Chem. · 1989 · 93 · 376110.1021/j100346a076 ↗
48. Degreve · J. Chem. Phys. · 1993 · 98 · 890510.1063/1.464449 ↗
49. Manning · J. Chem. Phys. · 1969 · 51 · 92410.1063/1.1672157 ↗
50. Manning · Macromolecules · 2007 · 40 · 807110.1021/ma071457x ↗
51. Manning · J. Phys. Chem. B · 2007 · 111 · 855410.1021/jp0670844 ↗
52. Manning · J. Phys. Chem. B · 2010 · 114 · 543510.1021/jp912234x ↗
53. Ullmann · J. Phys. Chem. B · 2003 · 107 · 126310.1021/jp026454v ↗
54. Konek · J. Am. Chem. Soc. · 2004 · 126 · 1175410.1021/ja0474300 ↗
55. Hong · J. Phys. Chem. C · 2017 · 121 · 358410.1021/acs.jpcc.6b11537 ↗
56. Bonthuis · J. Phys. Chem. B · 2013 · 117 · 1139710.1021/jp402482q ↗
57. Wernersson · Electrophoresis · 2012 · 33 · 98110.1002/elps.201100602 ↗
58. Ge · J. Phys. Chem. B · 2016 · 121 · 339410.1021/acs.jpcb.6b08589 ↗
59. Zhang · Anal. Chem. · 2017 · 89 · 1239910.1021/acs.analchem.7b03489 ↗
60. Henry · Proc. R. Soc. A · 1931 · 133 · 106
61. W. B.Russel , D. A.Saville and W. R.Schowalter , Colloidal Dispersions , Cambridge University Press , New York , 198910.1017/CBO9780511608810 ↗
62. Wu · J. Am. Chem. Soc. · 2019 · 141 · 431610.1021/jacs.8b11445 ↗
63. Sakthivel · J. Am. Chem. Soc. · 2017 · 139 · 1545010.1021/jacs.7b08651 ↗
64. Heikkila · Biochim. Biophys. Acta, Biomembr. · 2014 · 1838 · 285210.1016/j.bbamem.2014.07.027 ↗
65. Heikkilä · J. Phys. Chem. C · 2012 · 116 · 980510.1021/jp301094m ↗
66. Schmit · J. Chem. Theory Comput. · 2018 · 14 · 182310.1021/acs.jctc.7b01254 ↗
67. Huang · J. Comput. Chem. · 2013 · 34 · 213510.1002/jcc.23354 ↗
68. MacKerell · J. Phys. Chem. B · 1998 · 102 · 358610.1021/jp973084f ↗
69. Jorgensen · J. Chem. Phys. · 1983 · 79 · 92610.1063/1.445869 ↗
70. Venable · J. Phys. Chem. B · 2013 · 117 · 1018310.1021/jp401512z ↗
71. Heinz · Langmuir · 2013 · 29 · 175410.1021/la3038846 ↗
72. Liang · Phys. Chem. Chem. Phys. · 2018 · 20 · 334910.1039/C7CP06709G ↗
73. Phillips · J. Comput. Chem. · 2005 · 26 · 178110.1002/jcc.20289 ↗
74. Darden · J. Chem. Phys. · 1993 · 98 · 1008910.1063/1.464397 ↗
75. Ryckaert · J. Comput. Phys. · 1977 · 23 · 32710.1016/0021-9991(77)90098-5 ↗
76. A. T.Brünger , X-PLOR: version 3.1: a system for X-ray crystallography and NMR , Yale University Press , 1992
77. Feller · J. Chem. Phys. · 1995 · 103 · 461310.1063/1.470648 ↗
78. Duboue-Dijon · J. Phys. Chem. B · 2018 · 122 · 564010.1021/acs.jpcb.7b12097 ↗
79. Lamoureux · Chem. Phys. Lett. · 2006 · 418 · 24510.1016/j.cplett.2005.10.135 ↗
80. Yu · J. Chem. Theory Comput. · 2010 · 6 · 77410.1021/ct900576a ↗
81. Lopes · J. Chem. Theory Comput. · 2013 · 9 · 543010.1021/ct400781b ↗
82. Jo · J. Comput. Chem. · 2008 · 29 · 185910.1002/jcc.20945 ↗
83. Yeh · Biophys. J. · 2004 · 86 · 68110.1016/S0006-3495(04)74147-8 ↗
84. A.Grossfield , WHAM: the weighted histogram analysis method, version 2.0. 9, available at membrane.urmc.rochester.edu/content/wham
85. M. P.Allen and D. J.Tildesley , Computer Simulation of Liquids , Oxford University Press , London , 2nd edn, 201710.1093/oso/9780198803195.001.0001 ↗
86. J. D.Jackson , Classical Electrodynamics , John Wiley & Sons , New York , 1975
87. Braun · J. Chem. Phys. · 2014 · 140 · 06410710.1063/1.4864117 ↗
88. Vivcharuk · J. Phys. Chem. B · 2010 · 114 · 279010.1021/jp909640g ↗
89. Singh · J. Phys. Chem. B · 2020 · 124 · 128510.1021/acs.jpcb.9b09553 ↗
90. Gouy · Compt. Rend. · 1910 · 149 · 654
91. Chapman · Philos. Mag. · 1913 · 25 · 47510.1080/14786440408634187 ↗
92. Stern · Z. Elektrochem. · 1924 · 30 · 508
93. J.-P.Hansen and I. R.McDonald , Theory of Simple Liquids , Academic Press , London , 2006
94. J.Lyklema , Fundamentals of Interface and Colloid Science , Academic Press , London , 1991
95. J. N.Israelachvili , Intermolecular and Surface Forces , Academic Press , London , 3rd edn, 2015
96. Okur · J. Phys. Chem. B · 2017 · 121 · 199710.1021/acs.jpcb.6b10797 ↗
97. Walsh · Acc. Chem. Res. · 2017 · 7 · 161710.1021/acs.accounts.7b00065 ↗
98. Luo · Proc. Natl. Acad. Sci. U. S. A. · 2019 · 116 · 2551610.1073/pnas.1916180116 ↗
99. Thomä · Nat. Commun. · 2019 · 10 · 99510.1038/s41467-019-09007-1 ↗
100. Schrader · Proc. Natl. Acad. Sci. U. S. A. · 2018 · 115 · 289010.1073/pnas.1722263115 ↗