Abstract
Electric field-driven transport of DNA through solid-state nanopores is the key process in nanopore-based DNA sequencing that promises dramatic reduction of genome sequencing costs. A major hurdle in the development of this sequencing method is that DNA transport through the nanopores occurs too quickly for the DNA sequence to be detected. By means of all-atom molecular dynamics simulations, we demonstrate in this communication that velocity of DNA transport through a nanopore can be controlled by the charge state of the nanopore surface. In particular, we show that the charge density of the nanopore surface controls the magnitude and/or direction of the electro-osmotic flow through the nanopore and thereby can significantly reduce or even reverse the effective electrophoretic force on DNA. Our work suggests a physical mechanism to control DNA transport in a nanopore by chemical, electrical or electrochemical modification of the nanopore surface.
1. Introduction
It has become possible to manufacture nanometer-size pores in thin solid-state membranes [1] and use such pores as single molecule detectors [2,3] to reveal the type and composition of biomolecules dissolved in an electrolytic solution. In a typical measurement, an external electric field drives charged biomolecules from one side of the membrane to the other, through the nanopore, one molecule at a time. The presence of a biomolecule in a nanopore alters the nanopore ionic current, revealing some information about the biomolecule. In the case of long a DNA molecule, this process sequentially exposes its fragments to the nanopore volume, which potentially can be used to determine the nucleotide sequence of DNA [4]. A major obstacle for realizing this principle in practice is that DNA moves through the pore too fast for its sequence to be detected. Extensive efforts have been directed toward developing methods to reduce the velocity of DNA transport, including changing the temperature, viscosity and ion concentration of the solvent [5], fine-tuning the nanopore size and material [6,7], and rapidly switching the transmembrane bias [8]. Several theoretical studies have suggested methods to control DNA motion by switching the electrostatics potentials acting on the DNA molecule [9–11]. Using all-atom molecular dynamics simulations (MD), we demonstrate in this work the possibility of electro-kinetic control of the DNA motion by adjusting the charge of the nanopore surface.
2. Method
All MD simulations were performed using the program NAMD [12], TIP3P model of water [13], CHARMM parameters for ions [14], and AMBER parm94 force field [15] for DNA and a custom force field [16,17] for Si3N4. We have previously shown that the above combination of parameters accurately describes the distribution of ions around DNA and the electrophoretic force on DNA in an uncharged nanopore [18]. Figure 1 illustrates a typical simulation system. The atomic scale model of the 3-nm-radius nanochannel used in this study was cut from a hexagonal prism of crystalline Si3N4 membrane 6.0-nm on side and 6.4-nm thickness. In all simulations, atoms of Si3N4 were harmonically restrained to their initial positions in the crystalline solid. Atoms at the Si3N4 surface were assigned a uniform excess charge to produce the surface charge density. Five channels were constructed to have the uniform surface charge density σ between −0.34 and 0.34 e/nm2, where e is the charge of a proton. After placing a poly(dA20) · poly(dT20) DNA duplex in the nanochannel, 0.1 M or 1 M KCl electrolyte was added in the amount required to produce the same solvent density as in a free volume of the electrolyte equilibrated at 1 bar and 310K. The Si3N4 solid and the DNA duplex were made effectively infinite by imposing periodic boundary conditions in all three dimensions. The simulations of the electrophoretic force were conducted in the NVT ensemble. Long-range Coulomb interactions were computed using the PME method [19]. The temperature was maintained at 310 K using the Langevin [20] thermostat applied to the atoms of the Si3N4 solid [18].
Following a method described previously [18], each system was simulated for about 30 ns under a constant external electric field of 78 mV/nm directed along the DNA molecule. In all simulations, the DNA was radially restrained to the center of the nanochannel. Ions within 5 Å of the Si3N4 surface were harmonically pushed away from the surface [18], mimicking the effect of an oxidized layer or a polymer coating [6,7]. These restraints were required to prevent ion adhesion to the surface of the channel and thus maintain constant concentration of mobile ions. The center of mass of the DNA’s phosphorous atoms was harmonically restrained along the axis of the nanochannel. In our setup, positive values of the restraining force correspond to DNA displacements in the direction opposite the external electric field.
3. Results and discussions
In our simulations of the effective force, the center of mass of the DNA’s phosphorus atoms was restrained using a harmonic spring with the spring constant of 1 pN/Å. Under the influence of the external electric field, the DNA was observed to change its position until the force of the harmonic spring balanced the effective force of the electric field. Figure 2 plots the restrain force versus the simulation time for all simulation systems. Each simulation lasted about 30 ns; the restrain force saturated in less than 2 ns. In all simulations, the strength of the external electric field was 78 mV/nm. Note that when σ = −0.34 e/nm2, the spring force is negative, indicating reversal of the effective driving force.
The dependence of the steady-state restraining force F (the stall force) on the charge density of the Si3N4 surface is shown in Figure 3. The stall force (balancing the effective force) increases linearly with the surface charge density σ. Hence, the effective electrophoretic force driving DNA transport through nanopores increases with σ as well, so does the speed of DNA transport. At some negative values of σ, the stall force F changes its sign, indicating that DNA could move in the field direction, similar to the behavior observed during inversion of the DNA charge [21,22]. Changing the bulk ion concentration from 1 to 0.1 M, increases the slope of F(σ) dependence, likely due to a stronger electrostatic screening effect in the 1.0 M KCl electrolyte. Note, that when σ approaches −0.4 e/nm2, the stall force becomes independent of the ion concentration.
To determine the microscopic origin of the observed phenomena, we characterized the distribution of ions in the simulated systems. Figure 4 shows that ions of both types accumulate near oppositely charged surfaces and their concentration rapidly decays with the distance, in accordance with the Debye screening mechanism. Near the DNA molecule (which is negatively charged), the density of counterions (K+) is high, which is seen as peaks in the ion density plots, Figure 4(a, b). The density of co-ions (Cl−) is depleted near the DNA surface, Figure 4(c, d). In a 1.0 M electrolyte, co-ions are found closer to DNA than in the 0.1M case, which is consistent with the concentration dependence of the Debye screening length. Similar behavior is observed near the charged wall of the nanochannel: the density of ionic species carrying the charge opposite to the charge of the surface has a local maximum near the wall. As these ions are not specifically bound to DNA or the nanochannel surface, the application of an external electrostatic field produces surface currents, which in turn produce the electro-osmotic flow of water along the DNA and nanochannel surfaces.
Figure 5 plots the cumulative charge density ϱ(r)=Σr<RQ(r)/V(r) as a function of the distance from the DNA center. In the above formula, Q is the charge of an atom (DNA or ion) inside a cylinder with radius R and V is the volume of the cylinder. Because each simulation system is, overall, neutral, ϱ (r=3nm) = −2σ/3 e/nm3. The plot clearly shows that within the Debye length of the DNA surface (1.0 and 0.3 nm for 0.1 and 1M solution, respectively), the cumulative charge is negative, and hence inversion of the DNA charge does not take place. Therefore, the observed dependence of F on σ cannot be explained by electrostatic overscreening of the DNA charge. Note that at 0.1M, the Debye layers of the DNA and the channel wall overlap, and hence the charge density ϱ near DNA is slightly affected by the charge density σ on the pore surface. At 1.0 M, the Debye layers do not overlap and the cumulative charge density ϱ near the DNA surface (r = 12 Å) is independent of σ, as shown in Figure 5b.
We have recently demonstrated that the effective force on DNA in an uncharged nanopore is determined by the electro-osmotic flow (EOF) of counter ions near the DNA surface [13]. In the case of a charged nanopore, one can expect to observe a superposition of the EOF near the DNA surface and the EOF near the channel surface. In Figure 6, we plot the velocity profile of the EOF versus distance from the DNA center. For the negatively charged pores, the directions of both EOFs coincide, and hence the resulting flow velocity is greater than in the uncharged pore (σ=0). This leads to increased hydrodynamic drag on the DNA, which reduces the effective electrophoretic force. For highly charged and electrically negative pores, the hydrodynamic drag can become greater than the force of the external electrostatic field on bare DNA. In this case, the effective electrophoretic force reverses its direction. When σ>0, the EOF near the pore surface partially cancels out the EOF near the DNA surface, reducing the overall hydrodynamic drag on DNA and thus increasing the effective electroporetic force. The behavior described above is qualitatively consistent with a continuum theory of the electrophoretic force in a nanopore [23,24].
Figure 6 also indicates that the flow profile is more sensitive to the variation of the surface charge at a lower bulk ion concentration, consistent with a stronger dependence of the stall force on the surface charge, Figure 2. Hence, the hydrodynamic screening effect [18] qualitatively explains the simulated dependence of the stall force on the surface charge. Also qualitatively, the apparent linear dependence of the stall force on the surface charge can be explained by a linear superposition of the electro-osmotic flow in an empty (charged) nanochannel and the electrophoretic mobility of DNA in free electrophoresis. As the velocity of both types of flow are linearly proportional to the zeta potentials of the respective surfaces [25], a linear change in the nanopore surface’ zeta potential (due to the change of its charge density) can produce a linear variation of the effective force, and the first reversal should occur when the two zeta potentials becomes equal. The reversal of the effective driving force on DNA also indicates that DNA can be surprisingly loaded into or driven through a solid-state nanopore even along the electric field direction because of the electroosmotic flow on a negatively charged pore surface. Future simulations will be directed toward building a quantitative theoretical model of these phenomena.
4. Conclusions
We have demonstrated that the effective driving force on DNA in a nanopore can be controlled by the nanopore’s surface charge. Furthermore, we have shown that the direction of the electrophoretic force in a negatively charged nanopore could be reversed, which, in principle, could allow for real-time, local control over the DNA motion in a nanopore. In practice, the surface charge density can be adjusted by chemical means, for example, by changing the solvent’s pH [26,27] or electrically, by embedding metallic or semiconductor electrodes within the nanopore structure and modifying the surface charge by changing the electrostatic potential of the electrodes [28–30]. The same electrodes could be used, in principle, to detect the presence of DNA [31,32], enabling feedback control of the DNA transport through a solid-state nanopore.
Acknowledgments
This work was supported by grants from National Institutes of Health (R01-HG003713 and PHS 5 P41-RR05969), National Science Foundation (PHY0822613), and the Petroleum Research Fund (48352-G6). The supercomputer time was provided via TRAC grant MCA05S028.
Contributor Information
Binquan Luan, Email: bluan@us.ibm.com.
Aleksei Aksimentiev, Email: aksiment@illinois.edu.
References
- 1.Dekker C. Solid-state nanopores. Nat Nanotechnol. 2007;2:209–15. doi: 10.1038/nnano.2007.27. [DOI] [PubMed] [Google Scholar]
- 2.Kasianowicz J, Robertson JWF, Chan ER, Reiner JE, Stanford VM. Nanoscopic Porous Sensors. Annu Rev Anal Chem. 2008;1:737–66. doi: 10.1146/annurev.anchem.1.031207.112818. [DOI] [PubMed] [Google Scholar]
- 3.Bayley H, Cremer PS. Stochastic sensors inspired by biology. Nature. 2001;413:226–30. doi: 10.1038/35093038. [DOI] [PubMed] [Google Scholar]
- 4.Branton D, et al. The potential and challenges of nanopore sequencing. Nat Biotechnol. 2008;26:1146–53. doi: 10.1038/nbt.1495. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 5.Fologea D, Uplinger J, Thomas B, David S, McNabb DS, Li J. Slowing DNA Translocation in a Solid-State Nanopore. Nano Lett. 2005;5:1734–37. doi: 10.1021/nl051063o. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 6.Wanunu M, Meller A. Chemically Modified Solid-State Nanopores. Nano Lett. 2007;7:1580–85. doi: 10.1021/nl070462b. [DOI] [PubMed] [Google Scholar]
- 7.Venkatesan BM, Shah AB, Zuo JM, Bashir R. DNA Sensing Using Nanocrystalline Surface-Enhanced Al2O3 Nanopore Sensors. Adv Funct Mater. 2010;20:1266–75. doi: 10.1002/adfm.200902128. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 8.Timp W, Mirsaidov UM, Wang D, Comer J, Aksimentiev A, Timp G. Nanopore Sequencing: Electrical Measurements of the Code of Life. IEEE Transactions on Nanotechnology. 2010;8:281–294. doi: 10.1109/TNANO.2010.2044418. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 9.Polonsky S, Rossnagel S, Stolovitzky G. Nanopore in metal-dielectric sandwich for DNA position control. Appl Phys Lett. 2007;91:153103. [Google Scholar]
- 10.Sigalov G, Comer J, Timp G, Aksimentiev A. Detection of DNA sequences using an alternating electric field in a nanopore capacitor. Nano Lett. 2008;8:56–63. doi: 10.1021/nl071890k. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 11.Joseph S, Guan W, Read MA, Krstic PS. A long DNA segment in a linear nanoscale Paul trap. Nanotechnology. 2010;21:015103. doi: 10.1088/0957-4484/21/1/015103. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 12.Phillips JC, et al. Scalable Molecular Dynamics with NAMD. J Comp Chem. 2005;26:1781–802. doi: 10.1002/jcc.20289. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 13.Jorgensen WL, Chandrasekhar J, Madura JD, Impey RW, Klein ML. Comparison of Simple Potential Functions for Simulating Liquid Water. J Chem Phys. 1983;79:926–35. [Google Scholar]
- 14.Beglov D, Roux B. Finite representation of an infinite bulk system: Solvent boundary potential for computer simulations. J Chem Phys. 1994;100:9050–63. [Google Scholar]
- 15.Cornell WD, et al. A Second Generation Force Field for the Simulation of Proteins, Nucleic Acids, and Organic Molecules. J Am Chem Soc. 1995;117:5179–97. [Google Scholar]
- 16.Aksimentiev A, Heng JB, Timp G, Schulten K. Microscopic kinetics of DNA translocation through synthetic nanopores. Biophys J. 2004;87:2086–2097. doi: 10.1529/biophysj.104.042960. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 17.Heng JB, Aksimentiev A, Ho C, Marks P, Grinkova YV, Sligar S, Schulten K, Timp G. The electromechanics of DNA in a synthetic nanopore. Biophys J. 2006;90:1098–1106. doi: 10.1529/biophysj.105.070672. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 18.Luan BQ, Aksimentiev A. Electro-osmotic screening of the DNA charge in a nanopore. Phys Rev E. 2008;78:021912–5. doi: 10.1103/PhysRevE.78.021912. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 19.Batcho PF, Case DA, Schlick T. Optimized particle-mesh Ewald/multiple-time step integration for molecular dynamics simulations. J Chem Phys. 2001;115:4003. [Google Scholar]
- 20.Allen MP, Tildesley DJ. Computer Simulation of Liquids. Oxford University Press; New York: 1987. [Google Scholar]
- 21.Besteman K, van Eijk K, Lemay S. Charge inversion accompanies DNA condensation by multivalent ions. Nat Phys. 2007;3:641–4. [Google Scholar]
- 22.Luan BQ, Aksimentiev A. Electric and Electrophoretic Inversion of the DNA Charge in Multivalent Electrolytes. Soft Matter. 2010;6:243–6. doi: 10.1039/b917973a. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 23.Ghosal S. Electrokinetic-flow-induced viscous drag on a tethered DNA inside a nanopore. Phys Rev E. 2007;76:061916–8. doi: 10.1103/PhysRevE.76.061916. [DOI] [PubMed] [Google Scholar]
- 24.van Dorp S, Keyser UF, Dekker NH, Dekker C, Lemay SG. Origin of the electrophoretic force on DNA in solid-state nanopores. Nat Phys. 2009;5:347–5. [Google Scholar]
- 25.Firnkes M, Pedone D, Knezevic J, Dublinger M, Rant U. Electrically Facilitated Translocations of Proteins through Silicon Nitride Nanopores: Conjoint and Competitive Action of Diffusion, Electrophoresis, and Electroosmosis. Nano Lett. 2010;10:2162–2167. doi: 10.1021/nl100861c. [DOI] [PubMed] [Google Scholar]
- 26.Nishizawa M, Menon V, Martin C. Metal Nanotubule Membranes with Electrochemically Switchable Ion-Transport Selectivity. Science. 1995;262:700–2. doi: 10.1126/science.268.5211.700. [DOI] [PubMed] [Google Scholar]
- 27.Kalman E, Vlassiouk I, Siwy ZS. Nanofluidic Bipolar Transistors. Adv Mater. 2008;20:293–7. [Google Scholar]
- 28.Gracheva M, Leburton JP. Electrolytic charge inversion at the liquid-solid interface in a nanopore in a doped semiconductor membrane. Nanotechnology. 2007;18:145704–10. [Google Scholar]
- 29.Erdmann M, David M, Fornof A, Gaub HE. Electrically controlled DNA adhesion. Nat Nanotech. 2009;5:154–9. doi: 10.1038/nnano.2009.377. [DOI] [PubMed] [Google Scholar]
- 30.Nam SW, Rooks MJ, Kim KB, Rossnagel SM. Ionic Field Effect Transistors with Sub-10 nm Multiple Nanopores. Nano Lett. 2009;9:2044–8. doi: 10.1021/nl900309s. [DOI] [PubMed] [Google Scholar]
- 31.Gracheva ME, Xiong AL, Aksimentiev A, Schulten K, Timp G, Leburton JP. Simulation of the electric response of DNA translocation through a semiconductor nanopore-capacitor. Nanotechnology. 2006;17:622–633. [Google Scholar]
- 32.Payne CM, Zhao X-C, Vlcek L, Cummings PT. Molecular Dynamics Simulation of ss-DNA Translocation between Copper Nanoelectrodes Incorporating Electrode Charge Dynamics. J Phys Chem B. 2008;112:1712–1717. doi: 10.1021/jp077483e. [DOI] [PubMed] [Google Scholar]