Literature DB >> 22411308

Multiscale modeling of cellular actin filaments: from atomistic molecular to coarse-grained dynamics.

Marco A Deriu1, Ardita Shkurti, Giulia Paciello, Tamara C Bidone, Umberto Morbiducci, Elisa Ficarra, Alberto Audenino, Andrea Acquaviva.   

Abstract

In this article, we present a computational multiscale model for the characterization of subcellular proteins. The model is encoded inside a simulation tool that builds coarse-grained (CG) force fields from atomistic simulations. Equilibrium molecular dynamics simulations on an all-atom model of the actin filament are performed. Then, using the statistical distribution of the distances between pairs of selected groups of atoms at the output of the MD simulations, the force field is parameterized using the Boltzmann inversion approach. This CG force field is further used to characterize the dynamics of the protein via Brownian dynamics simulations. This combination of methods into a single computational tool flow enables the simulation of actin filaments with length up to 400 nm, extending the time and length scales compared to state-of-the-art approaches. Moreover, the proposed multiscale modeling approach allows to investigate the relationship between atomistic structure and changes on the overall dynamics and mechanics of the filament and can be easily (i) extended to the characterization of other subcellular structures and (ii) used to investigate the cellular effects of molecular alterations due to pathological conditions.
Copyright © 2012 Wiley Periodicals, Inc.

Mesh:

Year:  2012        PMID: 22411308     DOI: 10.1002/prot.24053

Source DB:  PubMed          Journal:  Proteins        ISSN: 0887-3585


  9 in total

1.  Destabilizing the AXH Tetramer by Mutations: Mechanisms and Potential Antiaggregation Strategies.

Authors:  Gianvito Grasso; Umberto Morbiducci; Diana Massai; Jack A Tuszynski; Andrea Danani; Marco A Deriu
Journal:  Biophys J       Date:  2018-01-23       Impact factor: 4.033

2.  Coarse-Grained Simulation of Full-Length Integrin Activation.

Authors:  Tamara C Bidone; Anirban Polley; Jaehyeok Jin; Tristan Driscoll; Daniel V Iwamoto; David A Calderwood; Martin A Schwartz; Gregory A Voth
Journal:  Biophys J       Date:  2019-02-22       Impact factor: 4.033

3.  Insights into Actin Polymerization and Nucleation Using a Coarse-Grained Model.

Authors:  Brandon G Horan; Aaron R Hall; Dimitrios Vavylonis
Journal:  Biophys J       Date:  2020-07-08       Impact factor: 4.033

4.  A mechanochemical model of actin filaments.

Authors:  Osman N Yogurtcu; Jin Seob Kim; Sean X Sun
Journal:  Biophys J       Date:  2012-08-22       Impact factor: 4.033

5.  Investigation of the Josephin Domain protein-protein interaction by molecular dynamics.

Authors:  Marco A Deriu; Gianvito Grasso; Ginevra Licandro; Andrea Danani; Diego Gallo; Jack A Tuszynski; Umberto Morbiducci
Journal:  PLoS One       Date:  2014-09-30       Impact factor: 3.240

6.  Charge-dependent interactions of monomeric and filamentous actin with lipid bilayers.

Authors:  Carsten F E Schroer; Lucia Baldauf; Lennard van Buren; Tsjerk A Wassenaar; Manuel N Melo; Gijsje H Koenderink; Siewert J Marrink
Journal:  Proc Natl Acad Sci U S A       Date:  2020-03-02       Impact factor: 11.205

7.  Calcium induced regulation of skeletal troponin--computational insights from molecular dynamics simulations.

Authors:  Georgi Z Genchev; Tomoyoshi Kobayashi; Hui Lu
Journal:  PLoS One       Date:  2013-03-15       Impact factor: 3.240

8.  Josephin Domain Structural Conformations Explored by Metadynamics in Essential Coordinates.

Authors:  Marco A Deriu; Gianvito Grasso; Jack A Tuszynski; Diego Gallo; Umberto Morbiducci; Andrea Danani
Journal:  PLoS Comput Biol       Date:  2016-01-08       Impact factor: 4.475

9.  Molecular and Coarse-Grained Modeling to Characterize and Optimize Dendrimer-Based Nanocarriers for Short Interfering RNA Delivery.

Authors:  Filip Stojceski; Gianvito Grasso; Lorenzo Pallante; Andrea Danani
Journal:  ACS Omega       Date:  2020-02-07
  9 in total

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