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Probing the Mechanical Properties of DNA Nanostructures with Metadynamics

[Image: see text] Molecular dynamics simulations are often used to provide feedback in the design workflow of DNA nanostructures. However, even with coarse-grained models, the convergence of distributions from unbiased simulation is slow, limiting applications to equilibrium structural properties. G...

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Autores principales: Kaufhold, Will T., Pfeifer, Wolfgang, Castro, Carlos E., Di Michele, Lorenzo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Chemical Society 2022
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9245350/
https://www.ncbi.nlm.nih.gov/pubmed/35580231
http://dx.doi.org/10.1021/acsnano.1c08999
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author Kaufhold, Will T.
Pfeifer, Wolfgang
Castro, Carlos E.
Di Michele, Lorenzo
author_facet Kaufhold, Will T.
Pfeifer, Wolfgang
Castro, Carlos E.
Di Michele, Lorenzo
author_sort Kaufhold, Will T.
collection PubMed
description [Image: see text] Molecular dynamics simulations are often used to provide feedback in the design workflow of DNA nanostructures. However, even with coarse-grained models, the convergence of distributions from unbiased simulation is slow, limiting applications to equilibrium structural properties. Given the increasing interest in dynamic, reconfigurable, and deformable devices, methods that enable efficient quantification of large ranges of motion, conformational transitions, and mechanical deformation are critically needed. Metadynamics is an automated biasing technique that enables the rapid acquisition of molecular conformational distributions by flattening free energy landscapes. Here we leveraged this approach to sample the free energy landscapes of DNA nanostructures whose unbiased dynamics are nonergodic, including bistable Holliday junctions and part of a bistable DNA origami structure. Taking a DNA origami-compliant joint as a case study, we further demonstrate that metadynamics can predict the mechanical response of a full DNA origami device to an applied force, showing good agreement with experiments. Our results exemplify the efficient computation of free energy landscapes and force response in DNA nanodevices, which could be applied for rapid feedback in iterative design workflows and generally facilitate the integration of simulation and experiments. Metadynamics will be particularly useful to guide the design of dynamic devices for nanorobotics, biosensing, or nanomanufacturing applications.
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spelling pubmed-92453502022-07-01 Probing the Mechanical Properties of DNA Nanostructures with Metadynamics Kaufhold, Will T. Pfeifer, Wolfgang Castro, Carlos E. Di Michele, Lorenzo ACS Nano [Image: see text] Molecular dynamics simulations are often used to provide feedback in the design workflow of DNA nanostructures. However, even with coarse-grained models, the convergence of distributions from unbiased simulation is slow, limiting applications to equilibrium structural properties. Given the increasing interest in dynamic, reconfigurable, and deformable devices, methods that enable efficient quantification of large ranges of motion, conformational transitions, and mechanical deformation are critically needed. Metadynamics is an automated biasing technique that enables the rapid acquisition of molecular conformational distributions by flattening free energy landscapes. Here we leveraged this approach to sample the free energy landscapes of DNA nanostructures whose unbiased dynamics are nonergodic, including bistable Holliday junctions and part of a bistable DNA origami structure. Taking a DNA origami-compliant joint as a case study, we further demonstrate that metadynamics can predict the mechanical response of a full DNA origami device to an applied force, showing good agreement with experiments. Our results exemplify the efficient computation of free energy landscapes and force response in DNA nanodevices, which could be applied for rapid feedback in iterative design workflows and generally facilitate the integration of simulation and experiments. Metadynamics will be particularly useful to guide the design of dynamic devices for nanorobotics, biosensing, or nanomanufacturing applications. American Chemical Society 2022-05-17 2022-06-28 /pmc/articles/PMC9245350/ /pubmed/35580231 http://dx.doi.org/10.1021/acsnano.1c08999 Text en © 2022 The Authors. Published by American Chemical Society https://creativecommons.org/licenses/by/4.0/Permits the broadest form of re-use including for commercial purposes, provided that author attribution and integrity are maintained (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Kaufhold, Will T.
Pfeifer, Wolfgang
Castro, Carlos E.
Di Michele, Lorenzo
Probing the Mechanical Properties of DNA Nanostructures with Metadynamics
title Probing the Mechanical Properties of DNA Nanostructures with Metadynamics
title_full Probing the Mechanical Properties of DNA Nanostructures with Metadynamics
title_fullStr Probing the Mechanical Properties of DNA Nanostructures with Metadynamics
title_full_unstemmed Probing the Mechanical Properties of DNA Nanostructures with Metadynamics
title_short Probing the Mechanical Properties of DNA Nanostructures with Metadynamics
title_sort probing the mechanical properties of dna nanostructures with metadynamics
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9245350/
https://www.ncbi.nlm.nih.gov/pubmed/35580231
http://dx.doi.org/10.1021/acsnano.1c08999
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