Overcoming the limitations of the MARTINI force field in simulations of polysaccharides

P.S. Schmalhorst, F. Deluweit, R. Scherrers, C.-P.J. Heisenberg, M.K. Sikora, Journal of Chemical Theory and Computation 13 (2017) 5039–5053.


Journal Article | Published | English
Department
Abstract
Polysaccharides (carbohydrates) are key regulators of a large number of cell biological processes. However, precise biochemical or genetic manipulation of these often complex structures is laborious and hampers experimental structure–function studies. Molecular Dynamics (MD) simulations provide a valuable alternative tool to generate and test hypotheses on saccharide function. Yet, currently used MD force fields often overestimate the aggregation propensity of polysaccharides, affecting the usability of those simulations. Here we tested MARTINI, a popular coarse-grained (CG) force field for biological macromolecules, for its ability to accurately represent molecular forces between saccharides. To this end, we calculated a thermodynamic solution property, the second virial coefficient of the osmotic pressure (B22). Comparison with light scattering experiments revealed a nonphysical aggregation of a prototypical polysaccharide in MARTINI, pointing at an imbalance of the nonbonded solute–solute, solute–water, and water–water interactions. This finding also applies to smaller oligosaccharides which were all found to aggregate in simulations even at moderate concentrations, well below their solubility limit. Finally, we explored the influence of the Lennard-Jones (LJ) interaction between saccharide molecules and propose a simple scaling of the LJ interaction strength that makes MARTINI more reliable for the simulation of saccharides.
Publishing Year
Date Published
2017-10-10
Journal Title
Journal of Chemical Theory and Computation
Acknowledgement
P.S.S. was supported by research fellowship 2811/1-1 from the German Research Foundation (DFG), and M.S. was supported by EMBO Long Term Fellowship ALTF 187-2013 and Grant GC65-32 from the Interdisciplinary Centre for Mathematical and Computational Modelling (ICM), University of Warsaw, Poland. The authors thank Antje Potthast, Marek Cieplak, Tomasz Włodarski, and Damien Thompson for fruitful discussions and the IST Austria Scientific Computing Facility for support.
Acknowledged SSUs
Volume
13
Issue
10
Page
5039 - 5053
ISSN
IST-REx-ID

Cite this

Schmalhorst PS, Deluweit F, Scherrers R, Heisenberg C-PJ, Sikora MK. Overcoming the limitations of the MARTINI force field in simulations of polysaccharides. Journal of Chemical Theory and Computation. 2017;13(10):5039-5053. doi:10.1021/acs.jctc.7b00374
Schmalhorst, P. S., Deluweit, F., Scherrers, R., Heisenberg, C.-P. J., & Sikora, M. K. (2017). Overcoming the limitations of the MARTINI force field in simulations of polysaccharides. Journal of Chemical Theory and Computation, 13(10), 5039–5053. https://doi.org/10.1021/acs.jctc.7b00374
Schmalhorst, Philipp S, Felix Deluweit, Roger Scherrers, Carl-Philipp J Heisenberg, and Mateusz K Sikora. “Overcoming the Limitations of the MARTINI Force Field in Simulations of Polysaccharides.” Journal of Chemical Theory and Computation 13, no. 10 (2017): 5039–53. https://doi.org/10.1021/acs.jctc.7b00374.
P. S. Schmalhorst, F. Deluweit, R. Scherrers, C.-P. J. Heisenberg, and M. K. Sikora, “Overcoming the limitations of the MARTINI force field in simulations of polysaccharides,” Journal of Chemical Theory and Computation, vol. 13, no. 10, pp. 5039–5053, 2017.
Schmalhorst PS, Deluweit F, Scherrers R, Heisenberg C-PJ, Sikora MK. 2017. Overcoming the limitations of the MARTINI force field in simulations of polysaccharides. Journal of Chemical Theory and Computation. 13(10), 5039–5053.
Schmalhorst, Philipp S., et al. “Overcoming the Limitations of the MARTINI Force Field in Simulations of Polysaccharides.” Journal of Chemical Theory and Computation, vol. 13, no. 10, American Chemical Society, 2017, pp. 5039–53, doi:10.1021/acs.jctc.7b00374.

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