Cargando…
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...
Autores principales: | , , , |
---|---|
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 |
_version_ | 1784738725016633344 |
---|---|
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. |
format | Online Article Text |
id | pubmed-9245350 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | American Chemical Society |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT kaufholdwillt probingthemechanicalpropertiesofdnananostructureswithmetadynamics AT pfeiferwolfgang probingthemechanicalpropertiesofdnananostructureswithmetadynamics AT castrocarlose probingthemechanicalpropertiesofdnananostructureswithmetadynamics AT dimichelelorenzo probingthemechanicalpropertiesofdnananostructureswithmetadynamics |