A Coarse-Grained MARTINI Model for Mucins
Open accessPublished version of a preprint
Abstract
High Resolution Image Download MS PowerPoint Slide Highly glycosylated proteins known as mucins are the principal components of mucus, the gel-like secretion that protects and lubricates many tissues in the human body. Molecular dynamics (MD) simulations are a useful tool to investigate the nanoscale structure and function of proteins; however, the high molecular weight of mucins makes them a challenging target for atomistic MD simulations. To enable long-time MD simulations of large mucins, we develop and validate new coarse-grained force field parameters within the MARTINI 3 framework for the glycosylated domains of salivary mucin, MUC5B. We use atomistic MD simulations of segments of the protein backbone connected to O -glycans with the CHARMM36m force field to parameterize the bonded parameters. The structural properties of MUC5B from the MD simulations with MARTINI 3, including the radius of gyration, end-to-end distance, and solvent accessible surface area, agree well with the atomistic simulations. Our MARTINI 3 parameters reproduce the bottlebrush structure of MUC5B observed in atomistic MD simulations and previous experiments. The power-law scaling of the radius of gyration with molecular weight is within the range observed in previous experiments of mucins. Accordingly, the MARTINI 3 parameters developed and validated in this study will facilitate accurate and efficient MD simulations of mucins and other glycoproteins for a variety of application areas including food science, drug delivery, and biomaterials.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
Highly accurate protein structure prediction with AlphaFold
Jumper, J., Evans, R., Pritzel, A., Green, T., Figurnov, M., Ronneberger, O., Tunyasuvunakool, K., Bates, R., Žídek, A., Potapenko, A., et al. (2021) · Nature · doi:10.1038/s41586-021-03819-2 · Cited by 43,764 · see citing works
Accurate structure prediction of biomolecular interactions with AlphaFold 3
Abramson, J., Adler, J., Dunger, J., Evans, R., Green, T., Pritzel, A., Ronneberger, O., Willmore, L., Ballard, A. J., Bambrick, J., et al. (2024) · Nature · doi:10.1038/s41586-024-07487-w · Cited by 15,861 · see citing works
Martini 3: A general purpose force field for coarse-grained molecular dynamics
Souza, P. C. T., Alessandri, R., Barnoud, J., Thallmair, S., Faustino, I., Grünewald, F., Patmanidis, I., Abdizadeh, H., Bruininks, B. M. H., Wassenaar, T. A., et al. (2021) · Nature Methods · doi:10.1038/s41592-021-01098-3 · Cited by 1,551 · see citing works
‘Improved parameters for the Martini coarse-grained protein force field’
de Jong, D. H., Singh, G., Bennett, W. F. D., Arnarez, C., Wassenaar, T. A., Schäfer, L. V., Periole, X., Tieleman, D. P., & Marrink, S. J. (2013) · Journal of Chemical Theory and Computation · doi:10.1021/ct300646g · Cited by 1,486 · see citing works
Two decades of Martini: Better beads, broader scope
Marrink, S. J., Monticelli, L., Melo, M. N., Alessandri, R., Tieleman, D. P., & Souza, P. C. T. (2023) · WIREs Computational Molecular Science · doi:10.1002/wcms.1620 · Cited by 255 · see citing works
Flagged first, then by citations
- Authors
- Kanesalingam, T., Weiand, E., Cann, P. M., Masen, M., & Ewen, J. P.
- Affiliations
- Imperial College London (GB)
- Corresponding author
- Kanesalingam, Thilakan
- Ewen, James P.
- Venue
- Journal of Chemical Theory and Computation
- Publisher
- American Chemical Society (ACS)
- Published
- 2025-12-31
- Volume
- 22
- Issue
- 1
- Pages
- 723-737
- ISSN
- 1549-9618 (ISSN-L)
- 1549-9626
- PMC
- PMC12805576
- OpenAlex
- W7117752709
- Cited by
- 6
- References
- 5
- Citations by year
- 2026: 6
- FWCI
- 1.80
- Type
- journal article
- Language
- en
- Open access
- hybrid
- doi.org
- Licence
- Locations
- Journal of Chemical Theory and Computation (publishedVersion, cc-by)
- ChemRxiv (acceptedVersion, cc-by)
- PubMed (publishedVersion)
- PubMed Central (publishedVersion, cc-by)
- Spiral (Imperial College London) (submittedVersion, cc-by)
- Funders
- Engineering and Physical Sciences Research Council (EP/P020194/1, EP/T022213/1, EP/W032260/1, EP/W524323/1)
- Royal Academy of Engineering
- Topics
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Protein Structure and Dynamics
- Physical Sciences › Chemistry › Physical and Theoretical Chemistry › Advanced Physical and Chemical Molecular Interactions
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Glycosylation and Glycoproteins Research
- Keywords
- mucin, MUC5B, salivary mucins, coarse-grained force field, glycosylated proteins, O-glycans, radius of gyration, power-law scaling, glycoproteins, mucus
- MeSH terms
- Humans, Mucins, Mucin-5B, Molecular Dynamics Simulation
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review