DNA Lipoplexes: Formation of the Inverse Hexagonal Phase Observed by Coarse-Grained Molecular Dynamics Simulation
Abstract
Mixtures of dsDNA and lipids, so-called lipoplexes, are widely used as less toxic alternatives to viral vectors in transfection studies. However, the transfection efficiency achieved by lipoplexes is significantly lower than that of viral vectors and is a barrier to their use in the clinic. There is now significant evidence suggesting that the molecular organization and structure (nanoarchitecture) of lipoplexes might correlate with biological activity. As a consequence, the ability to predict quantitatively the nanoarchitecture of new systems, and how these might change intracellularly, would be a major tool in the development of rational discovery strategies for more efficient lipoplex formulations. Here we report the use of a coarse-grain molecular dynamics simulation to predict the phases formed by two lipoplex systems: dsDNA−DOPE and dsDNA−DOPE−DOTAP. The predictions of the simulations show excellent agreement with experimental data from polarized light microscopy and small-angle X-ray diffraction (SAXS); the simulations predicted the formation of phases with d-spacings that were comparable to those measured by SAXS. More significantly, the simulations were able to reproduce for the first time the experimentally observed change from a fluid lamellar to an inverse hexagonal phase in the dsDNA−DOPE−DOTAP system as a function of changes in lipid composition. Our studies indicate that coarse-grain MD simulations could provide a powerful tool to understand, and hence design, new lipoplex systems.
Cited By
This article is cited by 37 publications.
- Mohsen Ramezanpour, D. Peter Tieleman. Computational Insights into the Role of Cholesterol in Inverted Hexagonal Phase Stabilization and Endosomal Drug Release. Langmuir 2022, 38 (24) , 7462-7471. https://doi.org/10.1021/acs.langmuir.2c00430
- James A. Graham, Jonathan W. Essex, and Syma Khalid . PyCGTOOL: Automated Generation of Coarse-Grained Molecular Dynamics Models from Atomistic Trajectories. Journal of Chemical Information and Modeling 2017, 57 (4) , 650-656. https://doi.org/10.1021/acs.jcim.7b00096
- Jaakko J. Uusitalo, Helgi I. Ingólfsson, Parisa Akhshi, D. Peter Tieleman, and Siewert J. Marrink . Martini Coarse-Grained Force Field: Extension to DNA. Journal of Chemical Theory and Computation 2015, 11 (8) , 3932-3945. https://doi.org/10.1021/acs.jctc.5b00286
- Minwoo Kim, Hyun Ryoung Kim, Su Young Chae, Ronald G. Larson, Hwankyu Lee, and Jae Chan Park . Effect of Arginine-Rich Peptide Length on the Structure and Binding Strength of siRNA–Peptide Complexes. The Journal of Physical Chemistry B 2013, 117 (23) , 6917-6926. https://doi.org/10.1021/jp402868g
- Djurre H. de Jong, Gurpreet Singh, W. F. Drew Bennett, Clement Arnarez, Tsjerk A. Wassenaar, Lars V. Schäfer, Xavier Periole, D. Peter Tieleman, and Siewert J. Marrink . Improved Parameters for the Martini Coarse-Grained Protein Force Field. Journal of Chemical Theory and Computation 2013, 9 (1) , 687-697. https://doi.org/10.1021/ct300646g
- Alex K. K. Leung, Ismail M. Hafez, Svetlana Baoukina, Nathan M. Belliveau, Igor V. Zhigaltsev, Elham Afshinmanesh, D. Peter Tieleman, Carl L. Hansen, Michael J. Hope, and Pieter R. Cullis . Lipid Nanoparticles Containing siRNA Synthesized by Microfluidic Mixing Exhibit an Electron-Dense Nanostructured Core. The Journal of Physical Chemistry C 2012, 116 (34) , 18440-18450. https://doi.org/10.1021/jp303267y
- Wei Zhao, Andrey A. Gurtovenko, Ilpo Vattulainen, and Mikko Karttunen . Cationic Dimyristoylphosphatidylcholine and Dioleoyloxytrimethylammonium Propane Lipid Bilayers: Atomistic Insight for Structure and Dynamics. The Journal of Physical Chemistry B 2012, 116 (1) , 269-276. https://doi.org/10.1021/jp210619q
- Thomas L. Rodgers, Olga Mihailova, and Flor R. Siperstein . Dissolution of Lamellar Phases. The Journal of Physical Chemistry B 2011, 115 (34) , 10218-10227. https://doi.org/10.1021/jp111464b
- Giulio Tesei, Ya-Wen Hsiao, Aleksandra Dabkowska, Gunnar Grönberg, Marianna Yanez Arteta, David Ulkoski, David J. Bray, Martin Trulsson, Johan Ulander, Mikael Lund, Lennart Lindfors. Lipid shape and packing are key for optimal design of pH-sensitive mRNA lipid nanoparticles. Proceedings of the National Academy of Sciences 2024, 121 (2) https://doi.org/10.1073/pnas.2311700120
- Giovanni Settanni, Friederike Schmid. Molecular Dynamics Simulations of the Structure of Lipid-Based Nanomaterials. 2024, 49-61. https://doi.org/10.1007/978-3-031-46870-4_4
- Giovanni Settanni. Computational approaches to lipid-based nucleic acid delivery systems. The European Physical Journal E 2023, 46 (12) https://doi.org/10.1140/epje/s10189-023-00385-5
- Shi Yu, Jianqiao Zhao, Ruizhi Chu, Xiao Li, Guoguang Wu, Xianliang Meng. Anomalous Diffusion of Polyelectrolyte Segments on Supported Charged Lipid Bilayers. Entropy 2023, 25 (5) , 796. https://doi.org/10.3390/e25050796
- Giovanni Settanni, Wolfgang Brill, Heinrich Haas, Friederike Schmid. pH‐Dependent Behavior of Ionizable Cationic Lipids in mRNA‐Carrying Lipoplexes Investigated by Molecular Dynamics Simulations. Macromolecular Rapid Communications 2022, 43 (12) https://doi.org/10.1002/marc.202100683
- H. Hashemzadeh, H. Javadi, M. H. Darvishi. Study of Structural stability and formation mechanisms in DSPC and DPSM liposomes: A coarse-grained molecular dynamics simulation. Scientific Reports 2020, 10 (1) https://doi.org/10.1038/s41598-020-58730-z
- Christian D. Siewert, Heinrich Haas, Vera Cornet, Sara S. Nogueira, Thomas Nawroth, Lukas Uebbing, Antje Ziller, Jozef Al-Gousous, Aurel Radulescu, Martin A. Schroer, Clement E. Blanchet, Dmitri I. Svergun, Markus P. Radsak, Ugur Sahin, Peter Langguth. Hybrid Biopolymer and Lipid Nanoparticles with Improved Transfection Efficacy for mRNA. Cells 2020, 9 (9) , 2034. https://doi.org/10.3390/cells9092034
- Bart MH Bruininks, Paulo CT Souza, Helgi Ingolfsson, Siewert J Marrink. A molecular view on the escape of lipoplexed DNA from the endosome. eLife 2020, 9 https://doi.org/10.7554/eLife.52012
- Bart M. H. Bruininks, Paulo C. T. Souza, Siewert J. Marrink. A Practical View of the Martini Force Field. 2019, 105-127. https://doi.org/10.1007/978-1-4939-9608-7_5
- Mario Orsi. Molecular simulation of self-assembly. 2018, 305-318. https://doi.org/10.1016/B978-0-08-102015-9.00016-2
- Sara Ahmadi, Thorsten Heidelberg. Modelling and molecular dynamics simulation studies on a hexagonal glycolipid assembly. Journal of the Iranian Chemical Society 2017, 14 (1) , 65-74. https://doi.org/10.1007/s13738-016-0958-z
- Valeria Márquez-Miranda, Ingrid Araya-Durán, María Belén Camarada, Jeffrey Comer, Jesús A. Valencia-Gallegos, Fernando Danilo González-Nilo. Self-Assembly of Amphiphilic Dendrimers: The Role of Generation and Alkyl Chain Length in siRNA Interaction. Scientific Reports 2016, 6 (1) https://doi.org/10.1038/srep29436
- A. Yu. Antipina, A. A. Gurtovenko. Molecular-level insight into the interactions of DNA with phospholipid bilayers: barriers and triggers. RSC Advances 2016, 6 (43) , 36425-36432. https://doi.org/10.1039/C6RA05607E
- Morten Slyngborg, Peter Fojan. A computational study of the self-assembly of the RFFFR peptide. Physical Chemistry Chemical Physics 2015, 17 (44) , 30023-30036. https://doi.org/10.1039/C5CP01324K
- Tianxi Sun, Xunliang Ding. Confocal X-ray technology based on capillary X-ray optics. Reviews in Analytical Chemistry 2015, 34 (1-2) https://doi.org/10.1515/revac-2015-0001
- Xiangfeng Jia, Jingfei Chen, Baogang Wang, Weimin Liu, Jingcheng Hao. Molecular dynamics simulation of shape and structure evolution of preassembled cylindrical cetyltrimethylammonium bromide micelles induced by octanol. Colloids and Surfaces A: Physicochemical and Engineering Aspects 2014, 457 , 152-159. https://doi.org/10.1016/j.colsurfa.2014.05.028
- Deniz Meneksedag-Erol, Chongbo Sun, Tian Tang, Hasan Uludag. Molecular Dynamics Simulations of Polyplexes and Lipoplexes Employed in Gene Delivery. 2014, 277-311. https://doi.org/10.1007/978-94-017-8896-0_15
- Paria Parvizi, Emile Jubeli, Liji Raju, Nada Abdul Khalique, Ahmed Almeer, Hebatalla Allam, Maryem Al Manaa, Helge Larsen, David Nicholson, Michael D. Pungente, Thomas M. Fyles. Aspects of nonviral gene therapy: Correlation of molecular parameters with lipoplex structure and transfection efficacy in pyridinium-based cationic lipids. International Journal of Pharmaceutics 2014, 461 (1-2) , 145-156. https://doi.org/10.1016/j.ijpharm.2013.11.045
- Hockseng Nguan, Sara Ahmadi, Rauzah Hashim. Molecular dynamics simulations of the lyotropic reverse hexagonal (H II ) of Guerbet branched-chain β- d -glucoside. Phys. Chem. Chem. Phys. 2014, 16 (1) , 324-334. https://doi.org/10.1039/C3CP52385C
- Ryan Bradley, Ravi Radhakrishnan. Coarse-Grained Models for Protein-Cell Membrane Interactions. Polymers 2013, 5 (3) , 890-936. https://doi.org/10.3390/polym5030890
- Samuel Furse, Susan Liddell, Catharine A. Ortori, Huw Williams, D. Cameron Neylon, David J. Scott, David A. Barrett, David A. Gray. The lipidome and proteome of oil bodies from Helianthus annuus (common sunflower). Journal of Chemical Biology 2013, 6 (2) , 63-76. https://doi.org/10.1007/s12154-012-0090-1
- Xavier Periole, Siewert-Jan Marrink. The Martini Coarse-Grained Force Field. 2013, 533-565. https://doi.org/10.1007/978-1-62703-017-5_20
- Mario Orsi, Jonathan W. Essex. Physical properties of mixed bilayers containing lamellar and nonlamellar lipids: insights from coarse-grain molecular dynamics simulations. Faraday Discuss. 2013, 161 , 249-272. https://doi.org/10.1039/C2FD20110K
- Siewert J. Marrink, D. Peter Tieleman. Perspective on the Martini model. Chemical Society Reviews 2013, 42 (16) , 6801. https://doi.org/10.1039/c3cs60093a
- Mauro Giustini, Anna Maria Giuliani, Giuseppe Gennaro. Natural or synthetic nucleic acids encapsulated in a closed cavity of amphiphiles. RSC Advances 2013, 3 (23) , 8618. https://doi.org/10.1039/c3ra23208e
- Mattias F. Lindberg, Nathalie Carmoy, Tony Le Gall, Aurore Fraix, Mathieu Berchel, Christophe Lorilleux, Hélène Couthon-Gourvès, Pascale Bellaud, Alain Fautrel, Paul-Alain Jaffrès, Pierre Lehn, Tristan Montier. The gene transfection properties of a lipophosphoramidate derivative with two phytanyl chains. Biomaterials 2012, 33 (26) , 6240-6253. https://doi.org/10.1016/j.biomaterials.2012.05.014
- Thomas E. Ouldridge. Introduction. 2012, 1-20. https://doi.org/10.1007/978-3-642-30517-7_1
- John P. E. Muller, Burcu S. Aytar, Yukishige Kondo, David M. Lynn, Nicholas L. Abbott. Incorporation of DOPE into lipoplexes formed from a ferrocenyl lipid leads to inverse hexagonal nanostructures that allow redox-based control of transfection in high serum. Soft Matter 2012, 8 (24) , 6608. https://doi.org/10.1039/c2sm00047d
- Thomas E. Ouldridge, Ard A. Louis, Jonathan P. K. Doye. Structural, mechanical, and thermodynamic properties of a coarse-grained DNA model. The Journal of Chemical Physics 2011, 134 (8) https://doi.org/10.1063/1.3552946