A new coarse-grained model for E. coli cytoplasm: accurate calculation of the diffusion coefficient of proteins and observation of anomalous diffusion.

A new coarse-grained model of the E. coli cytoplasm is developed by describing the proteins of the cytoplasm as flexible units consisting of one or more spheres that follow Brownian dynamics (BD), with hydrodynamic interactions (HI) accounted for by a mean-field approach. Extensive BD simulations we...

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Main Authors: Sabeeha Hasnain, Christopher L McClendon, Monica T Hsu, Matthew P Jacobson, Pradipta Bandyopadhyay
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2014-01-01
Series:PLoS ONE
Online Access:http://europepmc.org/articles/PMC4152264?pdf=render
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spelling doaj-2214fb70256d4962b71009c5610d201b2020-11-25T02:11:57ZengPublic Library of Science (PLoS)PLoS ONE1932-62032014-01-0199e10646610.1371/journal.pone.0106466A new coarse-grained model for E. coli cytoplasm: accurate calculation of the diffusion coefficient of proteins and observation of anomalous diffusion.Sabeeha HasnainChristopher L McClendonMonica T HsuMatthew P JacobsonPradipta BandyopadhyayA new coarse-grained model of the E. coli cytoplasm is developed by describing the proteins of the cytoplasm as flexible units consisting of one or more spheres that follow Brownian dynamics (BD), with hydrodynamic interactions (HI) accounted for by a mean-field approach. Extensive BD simulations were performed to calculate the diffusion coefficients of three different proteins in the cellular environment. The results are in close agreement with experimental or previously simulated values, where available. Control simulations without HI showed that use of HI is essential to obtain accurate diffusion coefficients. Anomalous diffusion inside the crowded cellular medium was investigated with Fractional Brownian motion analysis, and found to be present in this model. By running a series of control simulations in which various forces were removed systematically, it was found that repulsive interactions (volume exclusion) are the main cause for anomalous diffusion, with a secondary contribution from HI.http://europepmc.org/articles/PMC4152264?pdf=render
collection DOAJ
language English
format Article
sources DOAJ
author Sabeeha Hasnain
Christopher L McClendon
Monica T Hsu
Matthew P Jacobson
Pradipta Bandyopadhyay
spellingShingle Sabeeha Hasnain
Christopher L McClendon
Monica T Hsu
Matthew P Jacobson
Pradipta Bandyopadhyay
A new coarse-grained model for E. coli cytoplasm: accurate calculation of the diffusion coefficient of proteins and observation of anomalous diffusion.
PLoS ONE
author_facet Sabeeha Hasnain
Christopher L McClendon
Monica T Hsu
Matthew P Jacobson
Pradipta Bandyopadhyay
author_sort Sabeeha Hasnain
title A new coarse-grained model for E. coli cytoplasm: accurate calculation of the diffusion coefficient of proteins and observation of anomalous diffusion.
title_short A new coarse-grained model for E. coli cytoplasm: accurate calculation of the diffusion coefficient of proteins and observation of anomalous diffusion.
title_full A new coarse-grained model for E. coli cytoplasm: accurate calculation of the diffusion coefficient of proteins and observation of anomalous diffusion.
title_fullStr A new coarse-grained model for E. coli cytoplasm: accurate calculation of the diffusion coefficient of proteins and observation of anomalous diffusion.
title_full_unstemmed A new coarse-grained model for E. coli cytoplasm: accurate calculation of the diffusion coefficient of proteins and observation of anomalous diffusion.
title_sort new coarse-grained model for e. coli cytoplasm: accurate calculation of the diffusion coefficient of proteins and observation of anomalous diffusion.
publisher Public Library of Science (PLoS)
series PLoS ONE
issn 1932-6203
publishDate 2014-01-01
description A new coarse-grained model of the E. coli cytoplasm is developed by describing the proteins of the cytoplasm as flexible units consisting of one or more spheres that follow Brownian dynamics (BD), with hydrodynamic interactions (HI) accounted for by a mean-field approach. Extensive BD simulations were performed to calculate the diffusion coefficients of three different proteins in the cellular environment. The results are in close agreement with experimental or previously simulated values, where available. Control simulations without HI showed that use of HI is essential to obtain accurate diffusion coefficients. Anomalous diffusion inside the crowded cellular medium was investigated with Fractional Brownian motion analysis, and found to be present in this model. By running a series of control simulations in which various forces were removed systematically, it was found that repulsive interactions (volume exclusion) are the main cause for anomalous diffusion, with a secondary contribution from HI.
url http://europepmc.org/articles/PMC4152264?pdf=render
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