Molecular dynamics simulation on DNA translocating through MoS2 nanopores with various structures

Daohui Zhao, Huang Chen, Yuqing Wang, Bei Li, Chongxiong Duan, Zhixian Li, Libo Li

PDF(2577 KB)
PDF(2577 KB)
Front. Chem. Sci. Eng. ›› 2021, Vol. 15 ›› Issue (4) : 922-934. DOI: 10.1007/s11705-020-2004-z
RESEARCH ARTICLE
RESEARCH ARTICLE

Molecular dynamics simulation on DNA translocating through MoS2 nanopores with various structures

Author information +
History +

Abstract

The emergence of MoS2 nanopores has provided a new avenue for high performance DNA sequencing, which is critical for modern chemical/biological research and applications. Herein, molecular dynamics simulations were performed to design a conceptual device to sequence DNA with MoS2 nanopores of different structures (e.g., pore rim contained Mo atoms only, S atoms only, or both Mo and S atoms), where various unfolded single-stranded DNAs (ssDNAs) translocated through the nanopores driven by transmembrane bias; the sequence content was identified by the associating ionic current. All ssDNAs adsorbed onto the MoS2 surface and translocated through the nanopores by transmembrane electric field in a stepwise manner, where the pause between two permeation events was long enough for the DNA fragments in the nanopore to produce well-defined ionic blockage current to deduce the DNA’s base sequence. The transmembrane bias and DNA-MoS2 interaction could regulate the speed of the translocation process. Furthermore, the structure (atom constitution of the nanopore rim) of the nanopore considerably regulated both the translocate process and the ionic current. Thus, MoS2 nanopores could be employed to sequence DNA with the flexibility to regulate the translocation process and ionic current to yield the optimal sequencing performance.

Graphical abstract

Keywords

DNA sequencing / MoS2 / molecular dynamics simulation / nanopore / ionic current

Cite this article

Download citation ▾
Daohui Zhao, Huang Chen, Yuqing Wang, Bei Li, Chongxiong Duan, Zhixian Li, Libo Li. Molecular dynamics simulation on DNA translocating through MoS2 nanopores with various structures. Front. Chem. Sci. Eng., 2021, 15(4): 922‒934 https://doi.org/10.1007/s11705-020-2004-z

References

[1]
Ying Y L, Long Y T. Nanopore-based single-biomolecule interfaces: from information to knowledge. Journal of the American Chemical Society, 2019, 141(40): 15720–15729
CrossRef Google scholar
[2]
Ameur A, Kloosterman W P, Hestand M S. Single-molecule sequencing: towards clinical applications. Trends in Biotechnology, 2019, 37(1): 72–85
CrossRef Google scholar
[3]
Varongchayakul N, Song J, Meller A, Grinstaff M W. Single-molecule protein sensing in a nanopore: a tutorial. Chemical Society Reviews, 2018, 47(23): 8512–8524
CrossRef Google scholar
[4]
Keyser U F. Enhancing nanopore sensing with DNA nanotechnology. Nature Nanotechnology, 2016, 11(2): 106–108
CrossRef Google scholar
[5]
Shi W, Friedman A K, Baker L A. Nanopore sensing. Analytical Chemistry, 2017, 89(1): 157–188
CrossRef Google scholar
[6]
Ying Y, Gao R, Hu Y, Long Y. Electrochemical confinement effects for innovating new nanopore sensing mechanisms. Small Methods, 2018, 2(6): 1700390
CrossRef Google scholar
[7]
Cao C, Ying Y L, Hu Z L, Liao D F, Tian H, Long Y T. Discrimination of oligonucleotides of different lengths with a wild-type aerolysin nanopore. Nature Nanotechnology, 2016, 11(8): 713–718
CrossRef Google scholar
[8]
Cao C, Liao D F, Yu J, Tian H, Long Y T. Construction of an aerolysin nanopore in a lipid bilayer for single-oligonucleotide analysis. Nature Protocols, 2017, 12(9): 1901–1911
CrossRef Google scholar
[9]
Soni G V, Dekker C. Detection of nucleosomal substructures using solid-state nanopores. Nano Letters, 2012, 12(6): 3180–3186
CrossRef Google scholar
[10]
Li J, Tang Z P, Hu R, Fu Q, Yan E F, Wang S Y, Guo P X, Zhao Q, Yu D P. Probing surface hydrophobicity of individual protein at single-molecule resolution using solid-state nanopores. Science China Materials, 2015, 58(6): 455–466
CrossRef Google scholar
[11]
Lee K, Park K B, Kim H J, Yu J S, Chae H, Kim H M, Kim K B. Recent progress in solid-state nanopores. Advanced Materials, 2018, 30(42): e1704680
CrossRef Google scholar
[12]
Hu R, Zhu H. Graphene-based membranes for organic solvent nanofiltration. Science China Materials, 2018, 61(3): 429–431
CrossRef Google scholar
[13]
Siwy Z S, Davenport M. Graphene opens up to DNA. Nature Nanotechnology, 2010, 5(10): 697–698
CrossRef Google scholar
[14]
Branton D, Deamer D W, Marziali A, Bayley H, Benner S A, Butler T, Di Ventra M, Garaj S, Hibbs A, Huang X, . The potential and challenges of nanopore sequencing. Nature Biotechnology, 2008, 26(10): 1146–1153
CrossRef Google scholar
[15]
Schneider G F, Kowalczyk S W, Calado V E, Pandraud G, Zandbergen H W, Vandersypen L M, Dekker C. DNA translocation through graphene nanopores. Nano Letters, 2010, 10(8): 3163–3167
CrossRef Google scholar
[16]
Wilson J, Sloman L, He Z, Aksimentiev A. Graphene nanopores for protein sequencing. Advanced Functional Materials, 2016, 26(27): 4830–4838
CrossRef Google scholar
[17]
Heerema S J, Dekker C. Graphene nanodevices for DNA sequencing. Nature Nanotechnology, 2016, 11(2): 127–136
CrossRef Google scholar
[18]
Traversi F, Raillon C, Benameur S M, Liu K, Khlybov S, Tosun M, Krasnozhon D, Kis A, Radenovic A. Detecting the translocation of DNA through a nanopore using graphene nanoribbons. Nature Nanotechnology, 2013, 8(12): 939–945
CrossRef Google scholar
[19]
Liu K, Feng J, Kis A, Radenovic A. Atomically thin molybdenum disulfide nanopores with high sensitivity for DNA translocation. ACS Nano, 2014, 8(3): 2504–2511
CrossRef Google scholar
[20]
Farimani A B, Min K, Aluru N R. DNA base detection using a single-layer MoS2. ACS Nano, 2014, 8(8): 7914–7922
CrossRef Google scholar
[21]
Feng J, Liu K, Bulushev R D, Khlybov S, Dumcenco D, Kis A, Radenovic A. Identification of single nucleotides in MoS2 nanopores. Nature Nanotechnology, 2015, 10(12): 1070–1076
CrossRef Google scholar
[22]
Arjmandi-Tash H, Belyaeva L A, Schneider G F. Single molecule detection with graphene and other two-dimensional materials: nanopores and beyond. Chemical Society Reviews, 2016, 45(3): 476–493
CrossRef Google scholar
[23]
Husale B S, Sahoo S, Radenovic A, Traversi F, Annibale P, Kis A. ssDNA binding reveals the atomic structure of graphene. Langmuir, 2010, 26(23): 18078–18082
CrossRef Google scholar
[24]
Radisavljevic B, Radenovic A, Brivio J, Giacometti V, Kis A. Single-layer MoS2 transistors. Nature Nanotechnology, 2011, 6(3): 147–150
CrossRef Google scholar
[25]
Feng J, Liu K, Graf M, Lihter M, Bulushev R D, Dumcenco D, Alexander D T, Krasnozhon D, Vuletic T, Kis A, Radenovic A. Electrochemical reaction in single layer MoS2: nanopores opened atom by atom. Nano Letters, 2015, 15(5): 3431–3438
CrossRef Google scholar
[26]
Heiranian M, Farimani A B, Aluru N R. Water desalination with a single-layer MoS2 nanopore. Nature Communications, 2015, 6(1): 8616
CrossRef Google scholar
[27]
Heckl W M, Smith D P, Binnig G, Klagges H, Hänsch T W, Maddocks J. Two-dimensional ordering of the DNA base guanine observed by scanning tunneling microscopy. Proceedings of the National Academy of Sciences of the United States of America, 1991, 88(18): 8003–8005
CrossRef Google scholar
[28]
Liang L, Shen J W, Zhang Z, Wang Q. DNA sequencing by two-dimensional materials: as theoretical modeling meets experiments. Biosensors & Bioelectronics, 2017, 89(Pt 1): 280–292
CrossRef Google scholar
[29]
Sathe C, Zou X Q, Leburton J P, Schulten K. Computational investigation of DNA detection using graphene nanopores. ACS Nano, 2011, 5(11): 8842–8851
CrossRef Google scholar
[30]
Chen H, Li L, Zhang T, Qiao Z W, Tang J, Zhou J. Protein translocation through a MoS2 nanopore: a molecular dynamics study. Journal of Physical Chemistry C, 2018, 122(4): 2070–2080
CrossRef Google scholar
[31]
Xu Z, Zhang S, Weber J K, Luan B, Zhou R, Li J. Sequential protein unfolding through a carbon nanotube pore. Nanoscale, 2016, 8(24): 12143–12151
CrossRef Google scholar
[32]
Luan B, Zhou R. Spontaneous transport of single-stranded DNA through graphene-MoS2 heterostructure nanopores. ACS Nano, 2018, 12(4): 3886–3891
CrossRef Google scholar
[33]
Heerema S J, Schneider G F, Rozemuller M, Vicarelli L, Zandbergen H W, Dekker C. 1/f noise in graphene nanopores. Nanotechnology, 2015, 26(7): 074001
CrossRef Google scholar
[34]
Zhou W Q, Qiu H, Guo Y F, Guo W L. Molecular insights into distinct detection properties of a-hemolysin, MspA, CsgG, and aerolysin nanopore sensors. Journal of Physical Chemistry B, 2020, 124(9): 1611–1618
CrossRef Google scholar
[35]
Lin Z, Chen H, Dong J, Zhao D, Li L. Nanopore-based biomolecular detection. Progress in Chemistry, 2020, 32(5): 562–580 (in Chinese)
[36]
Deng S, Hu H, Zhuang G, Zhong X, Wang J. A strain-controlled C2N monolayer membrane for gas separation in PEMFC application. Applied Surface Science, 2018, 441: 408–414
CrossRef Google scholar
[37]
Cao L, Ren H, Miao J, Guo W, Li Y, Li G. Validation of polarizable force field parameters for nucleic acids by inter-molecular interactions. Frontiers of Chemical Science and Engineering, 2016, 10(2): 203–212
CrossRef Google scholar
[38]
Yuan L, Wu H, Zhao Y, Qin X, Li Y. Molecular simulation of the interaction mechanism between CodY protein and DNA in Lactococcus lactis. Frontiers of Chemical Science and Engineering, 2019, 13(1): 133–139
CrossRef Google scholar
[39]
Liang L J, Cui P, Wang Q, Wu T, Agren H, Tu Y Q. Theoretical study on key factors in DNA sequencing with graphene nanopores. RSC Advances, 2013, 3(7): 2445–2453
CrossRef Google scholar
[40]
Hanwell M D, Curtis D E, Lonie D C, Vandermeersch T, Zurek E, Hutchison G R. Avogadro: an advanced semantic chemical editor, visualization, and analysis platform. Journal of Cheminformatics, 2012, 4(1): 17
CrossRef Google scholar
[41]
Liang L, Hu W, Xue Z, Shen J. Theoretical study on the interaction of nucleotides on two-dimensional atomically thin graphene and molybdenum disulfide. FlatChem, 2017, 2: 8–14
CrossRef Google scholar
[42]
Jorgensen W L, Chandrasekhar J, Madura J D, Impey R W, Klein M L. Comparison of simple potential functions for simulating liquid water. Journal of Chemical Physics, 1983, 79(2): 926–935
CrossRef Google scholar
[43]
Hess B, Kutzner C, Van Der Spoel D, Lindahl E. Gromacs 4: algorithms for highly efficient, load-balanced, and scalable molecular simulation. Journal of Chemical Theory and Computation, 2008, 4(3): 435–447
CrossRef Google scholar
[44]
MacKerell A D Jr, Bashford D, Bellott M, Dunbrack R L Jr, Evanseck J D, Field M J, Fischer S, Gao J, Guo H, Ha S, . All-atom empirical potential for molecular modeling and dynamics studies of proteins. Journal of Physical Chemistry B, 1998, 102(18): 3586–3616
CrossRef Google scholar
[45]
Humphrey W, Dalke A, Schulten K. VMD: visual molecular dynamics. Journal of Molecular Graphics & Modelling, 1996, 14(1): 33–38
CrossRef Google scholar
[46]
Feng J, Graf M, Liu K, Ovchinnikov D, Dumcenco D, Heiranian M, Nandigana V, Aluru N R, Kis A, Radenovic A. Single-layer MoS2 nanopores as nanopower generators. Nature, 2016, 536(7615): 197–200
CrossRef Google scholar
[47]
Hess B, Bekker H, Berendsen H J, Fraaije J G. LINCS: a linear constraint solver for molecular simulations. Journal of Computational Chemistry, 1997, 18(12): 1463–1472
CrossRef Google scholar
[48]
Miyamoto S, Kollman P A. Settle: an analytical version of the SHAKE and RATTLE algorithm for rigid water models. Journal of Computational Chemistry, 1992, 13(8): 952–962
CrossRef Google scholar
[49]
Qiu H, Sarathy A, Schulten K, Leburton J P. Detection and mapping of DNA methylation with 2D material nanopores. npj 2D Materials and Applications, 2017, 1(3): 1–8
[50]
Allen M P, Tildesley D J. Computer Simulation of Liquids. 1st ed. Oxford, UK: Clarendon Press, 1987, 385–386
[51]
Darden T, York D, Pedersen L. Particle mesh Ewald: an N⋅log(N) method for Ewald sums in large systems. Journal of Chemical Physics, 1993, 98(12): 10089–10092
CrossRef Google scholar
[52]
Bussi G, Donadio D, Parrinello M. Canonical sampling through velocity rescaling. Journal of Chemical Physics, 2007, 126(1): 014101
CrossRef Google scholar
[53]
Berendsen H J C, Postma J P M, Van Gunsteren W F, DiNola A, Haak J R. Molecular dynamics with coupling to an external bath. Journal of Chemical Physics, 1984, 81(8): 3684–3690
CrossRef Google scholar
[54]
Cheng A, Merz K M. Application of the NoséHoover chain algorithm to the study of protein dynamics. Journal of Physical Chemistry, 1996, 100(5): 1927–1937
CrossRef Google scholar
[55]
Li L B, Duan Y F, Liao S W, Ke Q, Qiao Z W, Wei Y Y. Adsorption and separation of propane/propylene on various ZIF-8 polymorphs: insights from GCMC simulations and the ideal adsorbed solution theory (IAST). Chemical Engineering Journal, 2020, 386: 123945
CrossRef Google scholar
[56]
Li L, Vorobyov I, Allen T W. Potential of mean force and pKa profile calculation for a lipid membrane-exposed arginine side chain. Journal of Physical Chemistry B, 2008, 112(32): 9574–9587
CrossRef Google scholar
[57]
Li L B, Zhang T, Duan Y F, Wei Y Y, Dong C J, Ding L, Qiao Z W, Wang H H. Selective gas diffusion in two-dimensional MXene lamellar membranes: insights from molecular dynamics simulations. Journal of Materials Chemistry. A, Materials for Energy and Sustainability, 2018, 6(25): 11734–11742
CrossRef Google scholar
[58]
Zhao D, Li L, He D, Zhou J. Molecular dynamics simulations of conformation changes of HIV-1 regulatory protein on graphene. Applied Surface Science, 2016, 377: 324–334
CrossRef Google scholar
[59]
Barati Farimani A, Dibaeinia P, Aluru N R. DNA origami-graphene hybrid nanopore for DNA detection. ACS Applied Materials & Interfaces, 2017, 9(1): 92–100
CrossRef Google scholar
[60]
Balasubramanian R, Pal S, Joshi H, Rao A, Naik A, Varma M, Chakraborty B, Maiti P K. DNA translocation through hybrid bilayer nanopores. Journal of Physical Chemistry C, 2019, 123(18): 11908–11916
CrossRef Google scholar
[61]
Qiu H, Sarathy A, Leburton J P, Schulten K. Intrinsic stepwise translocation of stretched ssDNA in graphene nanopores. Nano Letters, 2015, 15(12): 8322–8330
CrossRef Google scholar
[62]
Chu J, Gonzalez Lopez M, Cockroft S L, Amorin M, Ghadiri M R. Real-time monitoring of DNA polymerase function and stepwise single-nucleotide DNA strand translocation through a protein nanopore. Angewandte Chemie International Edition, 2010, 49(52): 10106–10109
CrossRef Google scholar
[63]
Ling Y, Gu Z, Kang S, Luo J, Zhou R. Structural damage of a b-sheet protein upon adsorption onto molybdenum disulfide nanotubes. Journal of Physical Chemistry C, 2016, 120(12): 6796–6803
CrossRef Google scholar
[64]
Zhang J, Wu S, Ma L, Wu P, Liu J. Graphene oxide as a photocatalytic nuclease mimicking nanozyme for DNA cleavage. Nano Research, 2020, 13(2): 455–460
CrossRef Google scholar
[65]
Xu Y, Wang H, Chen B, Liu H, Zhao Y. Emerging barcode particles for multiplex bioassays. Science China Materials, 2019, 62(3): 289–324
CrossRef Google scholar

Acknowledgements

The financial support from the Science and Technology Key Project of Guangdong Province (No. 2020B010188002), Guangdong Natural Science Foundation (No. 2019A1515011121), Guangzhou Technology Project (No. 201804010219), the National Natural Science Foundation of China (Grant Nos. 21908046 and 22078104), Hubei Natural Science Foundation (No. 2019CFB293), Guangdong Basic and Applied Basic Research Foundation (No. 2019A1515110706), State Key Laboratory of Pulp and Paper Engineering (No. SCUT201828) and the Fundamental Research Funds for the Central Universities were gratefully acknowledged.

RIGHTS & PERMISSIONS

2021 Higher Education Press
AI Summary AI Mindmap
PDF(2577 KB)

Accesses

Citations

Detail

Sections
Recommended

/