- Open Access
Stochastic Sensing of Polynucleotides Using Patterned Nanopores
Phys. Rev. X 2, 021002 – Published 5 April, 2012
DOI: https://doi.org/10.1103/PhysRevX.2.021002
Abstract
The effect of the microscopic structure of a pore on polymer translocation is studied using Langevin dynamics simulation, and the consequence of introducing patterned stickiness inside the pore is investigated. It is found that the translocation process is extremely sensitive to the detailed structure of such patterns with faster than exponential dependence of translocation times on the stickiness of the pore. The stochastic nature of the translocation process leads to discernible differences between how polymers with different sequences go through specifically patterned pores. This notion is utilized to propose a stochastic sensing protocol for polynucleotides, and it is demonstrated that the method, which would be significantly faster than the existing methods, could be made arbitrarily robust.
Popular Summary
A single-stranded DNA or RNA molecule can be driven through a nanoscale pore connecting two separated solution chambers under the action of an electric voltage across the pore. It turns out that this translocation can be detected in the changes of a tiny electric current passing through the nanopore and used to analyze the sequence of the translocated molecule. However, one major challenge in the quest for efficient sequencing techniques is noise, arising from the inherent random nature of the process and leading to irreproducibility of individual events observed. Almost all the approaches being developed focus on finding ways to reduce the effect of the noise. In this paper, we propose a radically different approach: Instead of trying to eliminate the effect of random noises, we actually take full advantage of the very stochasticity of the translocation process for gains towards fast and accurate sequencing of polynucleotides, by exploiting the idea of nanopore engineering and with fundamental theoretical understanding.
The inherent randomness of the translocation process leads to a range (or a distribution) of translocation times even for identical molecules. Desired information about the sequence of the translocating molecule is hidden in that distribution. Our idea is to engineer both the qualitative shape and the quantitative features of that distribution in such a way that the hidden information is brought to the forefront. How should such engineering be achieved? The approach we propose is to structurally pattern the inside of the pores with “spots” of sticky interactions with translocating molecules. Using a recently developed coarse-grained, but still microscopic, model for polymer translocation, we have shown that the translocation process is extremely sensitive to the detailed structure of such interaction patterns, with a faster-than-exponential dependence of the translocation time on the stickiness of the pore. Exploring two types of different pores with distinct translocation-time distributions, we demonstrate theoretically that the sequence of an unknown polynucleotide can be determined with arbitrary accuracy from the stochastic translocation-time readout obtained from the driven, sequential translocation of the polynucleotide through a sufficient number of pores with different interaction patterns.
We believe that our approach will open a new front in the development of the nanopore-based molecular sequencing techniques.
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References (58)
- R. F. Service, The Race for the Genome, Science 311, 1544 (2006).
- J. Lagerqvist, M. Zwolak, and M. Di Ventra, Fast DNA Sequencing via Transverse Electronic Transport, Nano Lett. 6, 779 (2006).
- D. Branton et al., The Potential and Challenges of Nanopore Sequencing, Nat. Biotechnol. 26, 1146 (2008).
- J. Shendure and H. Ji, Next-Generation DNA Sequencing, Nat. Biotechnol. 26, 1135 (2008).
- J. A. Schloss, How to Get Genomes at One Ten-Thousandth the Cost, Nat. Biotechnol. 26, 1113 (2008).
- M. Zwolak and M. Di Ventra, Colloquium: Physical Approaches to DNA Sequencing and Detection, Rev. Mod. Phys. 80, 141 (2008).
- S. K. Min, W. Y. Kim, Y. Cho, and K. S. Kim, Fast DNA Sequencing with a Graphene-based Nanochannel Device, Nature Nanotech. 6, 162 (2011).
- D. W. Deamer and D. Branton, Characterization of Nucleic Acids by Nanopore Analysis, Acc. Chem. Res. 35, 817 (2002).
- J. J. Kasianowicz, E. Brandin, D. Branton, and D. W. Deamer, Characterization of Individual Polynucleotide Molecules Using a Membrane Channel, Proc. Natl. Acad. Sci. U.S.A. 93, 13770 (1996).
- O. Braha et al., Designed Protein Pores as Components for Biosensors, Chem. Biol. 4, 497 (1997).
- M. Akeson, D. Branton, J. J. Kasianowicz, E. Brandin, and D. W. Deamer, Microsecond Time-Scale Discrimination among Polycytidylic Acid, Polyadenylic Acid, and Polyuridylic Acid as Homopolymers or as Segments within Single RNA Molecules, Biophys. J. 77, 3227 (1999).
- A. Meller, L. Nivon, E. Brandin, J. Golovchenko, and D. Branton, Rapid Nanopore Discrimination Between Single Oligonucleotide Molecules, Proc. Natl. Acad. Sci. U.S.A. 97, 1079 (2000).
- A. Meller, L. Nivon, and D. Branton, Voltage-Driven DNA Translocations through a Nanopore, Phys. Rev. Lett. 86, 3435 (2001).
- A. Meller, Dynamics of Polynucleotide Transport through Nanometer-Scale Pores, J. Phys. Condens. Matter 15, R581 (2003).
- A. J. Storm, J. H. Chen, X. S. Ling, H. W. Zandbergen, and C. Dekker, Fabrication of Solid-State Nanopores with Single-Nanometre Precision, Nature Mater. 2, 537 (2003).
- M. J. Kim, M. Wanunu, D. C. Bell, and A. Meller, Rapid Fabrication of Uniformly Sized Nanopores and Nanopore Arrays for Parallel DNA Analysis, Adv. Mater. 18, 3149 (2006).
- T. Ohshiro and Y. Umezawa, Complementary Base-Pair-Facilitated Electron Tunneling for Electrically Pinpointing Complementary Nucleobases, Proc. Natl. Acad. Sci. U.S.A. 103, 10 (2006).
- S. M. Iqbal, D. Akin, and R. Bashir, Solid-State Nanopore Channels with DNA Selectivity, Nature Nanotech. 2, 243 (2007).
- M. Wanunu and A. Meller, Chemically-Modified Solid-State Nanopores, Nano Lett. 7, 1580 (2007).
- P. Chen et al., Atomic Layer Deposition to Fine-tune the Surface Properties and Diameters of Fabricated Nanopores, Nano Lett. 4, 1333 (2004).
- V. Tabard-Cossa, D. Trivedi, M. Wiggin, N. N. Jetha, and A. Marziali, Noise Analysis and Reduction in Solid-State Nanopores, Nanotechnology 18, 305505 (2007).
- I. M. Derrington, T. Z. Butler, M. D. Collins, E. Manrao, M. Pavlenok, M. Niederweis, and J. H. Gundlach, Nanopore DNA Sequencing with MspA, Proc. Natl. Acad. Sci. U.S.A. 107, 16060 (2010).
- J. Clarke, H. Wu, L. Jayasinghe, A. Patel, S. Reid, and H. Bayley, Continuous Base Identification for Single-Molecule Nanopore DNA Sequencing, Nature Nanotech. 4, 265 (2009).
- D. Stoddart, A. J. Heron, E. Mikhailova, G. Maglia, H. Bayleyand , Single-Nucleotide Discrimination in Immobilized DNA Oligonucleotides with a Biological Nanopore, Proc. Natl. Acad. Sci. U.S.A. 106, 7702 (2009).
- S. Polonsky, S. Rossnagel, and G. Stolovitzky, Nanopore in Metaldieletric Sandwich for DNA Position Control, Appl. Phys. Lett. 91, 153103 (2007).
- A. R. Hall, A. Scott, D. Rotem, K. K. Mehta, H. Bayley, and C. Dekker, Hybrid Pore Formation by Directed Insertion of -haemolysin into Solid-State Nanopores, Nature Nanotech. 5, 874 (2010).
- E. E. Schadt, S. Turner, and A. Kasarskis, A Window into Third-Generation Sequencing, Human Molecular Genetics 19, R227 (2010).
- D. K. Lubensky and D. R. Nelson, Driven Polymer Translocation through a Narrow Pore, Biophys. J. 77, 1824 (1999).
- I. Huopaniemi, K. Luo, T. Ala-Nissila, and S. C. Ying, Langevin Dynamics Simulations of Polymer Translocation through Nanopores, J. Chem. Phys. 125, 124901 (2006).
- M. Muthukumar and C. Y. Kong, Simulation of Polymer Translocation through Protein Channels, Proc. Natl. Acad. Sci. U.S.A. 103, 5273 (2006).
- S. Matysiak, A. Montesi, M. Pasquali, A. B. Kolomeisky, and C. Clementi, Dynamics of Polymer Translocation through Nanopores. Theory Meets Experiment, Phys. Rev. Lett. 96, 118103 (2006).
- K. Luo, T. Ala-Nissila, S. C. Ying, and A. Bhattacharya, Influence of Polymer-Pore Interactions on Translocation, Phys. Rev. Lett. 99, 148102 (2007).
- K. Luo, T. Ala-Nissila, S. C. Ying, and A. Bhattacharya, Dynamics of DNA Translocation through an Attractive Nanopore, Phys. Rev. E 78, 061918 (2008).
- K. Luo, T. Ala-Nissila, S. C. Ying, and A. Bhattacharya, Sequence Dependence of DNA Translocation through a Nanopore, Phys. Rev. Lett. 100, 058101 (2008).
- M. G. Gauthier and G. W. Slater, Sequence Effects on the Forced Translocation of Heteropolymers through a Small Channel, J. Chem. Phys. 128, 175103 (2008).
- B. Luan et al., Base-by-Base Ratcheting of Single Stranded DNA through a Solid-State Nanopore, Phys. Rev. Lett. 104, 238103 (2010).
- A. Nikoubashman and C. N. Likos, Flow-Induced Polymer Translocation through Narrow and Patterned Channels, J. Chem. Phys. 133, 074901 (2010).
- W. Sung and P. J. Park, Polymer Translocation through a Pore in a Membrane, Phys. Rev. Lett. 77, 783 (1996).
- M. Muthukumar, Polymer Translocation through a Hole, J. Chem. Phys. 111, 10371 (1999).
- M. Muthukumar, Translocation of a Confined Polymer through a Hole, Phys. Rev. Lett. 86, 3188 (2001).
- J. Chuang, Y. Kantor, and M. Kardar, Anomalous Dynamics of Translocation, Phys. Rev. E 65, 011802 (2001).
- M. Muthukumar, Polymer Escape through a Nanopore, J. Chem. Phys. 118, 5174 (2003).
- R. Metzler and J. Klafter, When Translocation Dynamics becomes Anomalous, Biophys. J. 85, 2776 (2003).
- E. Slonkina and A. B. Kolomeisky, Polymer Translocation through a Long Nanopore, J. Chem. Phys. 118, 7112 (2003).
- Y. Kantor and M. Kardar, Anomalous Dynamics of Forced Translocation, Phys. Rev. E 69, 021806 (2004).
- A. Milchev, K. Binder, and A. Bhattacharya, Polymer Translocation through a Nanopore Induced by Adsorption: Monte Carlo Simulation of a Coarse-Grained Model, J. Chem. Phys. 121, 6042 (2004).
- U. Gerland, R. Bundschuh, and T. Hwa, Translocation of Structured Polynucleotides through Nanopores, Phys. Biol. 1, 19 (2004).
- A. Gopinathan and Y. W. Kim, Polymer Translocation in Crowded Environments, Phys. Rev. Lett. 99, 228106 (2007).
- C. T. A. Wong and M. Muthukumar, Polymer Translocation through -hemolysin Pore with Tunable Polymer-Pore Electrostatic Interaction, J. Chem. Phys. 133, 045101 (2010).
- A. Milchev, Single-Polymer Dynamics under Constraints: Scaling Theory and Computer Experiment, J. Phys. Condens. Matter 23, 103101 (2011).
- R. H. Abdolvahab, M. R. Ejtehadi, and R. Metzler, Sequence-Dependence of the Binding Energy in Chaperone-driven Polymer Translocation through a Nanopore, Phys. Rev. E 83, 011902 (2011).
- M. P. Allen and D. J. Tildesley, Computer Simulation of Liquids (Oxford University, New York, 1987).
- A. F. Sauer-Budge, J. A. Nyamwanda, D. K. Lubensky, and D. Branton, Unzipping Kinetics of Double-Stranded DNA in a Nanopore, Phys. Rev. Lett. 90, 2381011 (2003).
- U. F. Keyser et al., Direct Force Measurements on DNA in a Solid-State Nanopore, Nature Phys. 2, 473 (2006).
- W. W. Li, T. D. W. Claridge, Q. Li, M. R. Wormald, B. G. Davis, and H. Bayley, Tuning the Cavity of Cyclodextrins: Altered Sugar Adaptors in Protein Pores, J. Am. Chem. Soc. 133, 1987 (2011).
- A. F. Hammerstein, L. Jayasinghe, and H. Bayley, Subunit Dimers of -hemolysin Expand the Engineering Toolbox for Protein Nanopores, J. Biol. Chem. 286, 14324 (2011).
- M. Mahfoud, S. Sukumaran, P. Hülsmann, K. Grieger, and M. Niederweis, Topology of the Porin MspA in the Outer Membrane of Mycobacterium Smegmatis, J. Biol. Chem. 281, 5908 (2005).
- J. A. Cohen, A. Chaudhuri, and R. Golestanian, Active Polymer Translocation through Flickering Pores, Phys. Rev. Lett. 107, 238102 (2011).
