MARTINI-Compatible Coarse-Grained Model for the Mesoscale Simulation of Peptoids
Mingfei Zhao1, Janani Sampath2, Sarah Alamdari3
1Pritzker School of Molecular Engineering, University of Chicago, Chicago, Illinois 60637, United States.
We developed a new coarse-grained peptoid force field, based on the MARTINI model, for efficient simulation of peptoid nanomaterials. This method accurately predicts structural and thermodynamic properties, accelerating peptoid design.
Area of Science:
- Polymer Chemistry
- Computational Chemistry
- Materials Science
Background:
- Peptoids are synthetic polymers, regioisomers of peptides, with diverse applications.
- Computational modeling aids in understanding and designing peptoid-based nanomaterials.
- Accurate force fields are crucial for simulating peptoid behavior at larger scales.
Purpose of the Study:
- To parameterize coarse-grained peptoid force fields using the MARTINI framework.
- To enable efficient and accurate simulations of peptoid nanomaterials.
- To facilitate the design and understanding of novel peptoid-based materials.
Main Methods:
- Bottom-up parameterization of coarse-grained force fields against all-atom simulation data.
- Iterative Boltzmann inversion for bonded interactions and potential of mean force matching for nonbonded interactions.
- Parallel bias metadynamics to ensure sampling of amide bond isomerizations.
Main Results:
- Developed coarse-grained models for polysarcosine and poly(N-((4-bromophenyl)ethyl)glycine).
- Achieved excellent agreement between coarse-grained and all-atom simulation results.
- Demonstrated up to 25-fold efficiency increase with coarse-grained models, compatible with MARTINI force fields.
Conclusions:
- Established a rigorously parameterized coarse-grained peptoid force field.
- Enabled simulations of peptoid nanomaterials at previously inaccessible length and time scales.
- Provided a valuable tool for the future design and understanding of peptoid-based materials.
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