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Markov chain Monte Carlo based analysis of post-translationally modified VDAC gating kinetics
The voltage-dependent anion channel (VDAC) is the main conduit for permeation of solutes (including nucleotides and metabolites) of up to 5 kDa across the mitochondrial outer membrane (MOM). Recent studies suggest that VDAC activity is regulated via post-translational modifications (PTMs). Yet the n...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2015
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4292549/ https://www.ncbi.nlm.nih.gov/pubmed/25628567 http://dx.doi.org/10.3389/fphys.2014.00513 |
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author | Tewari, Shivendra G. Zhou, Yifan Otto, Bradley J. Dash, Ranjan K. Kwok, Wai-Meng Beard, Daniel A. |
author_facet | Tewari, Shivendra G. Zhou, Yifan Otto, Bradley J. Dash, Ranjan K. Kwok, Wai-Meng Beard, Daniel A. |
author_sort | Tewari, Shivendra G. |
collection | PubMed |
description | The voltage-dependent anion channel (VDAC) is the main conduit for permeation of solutes (including nucleotides and metabolites) of up to 5 kDa across the mitochondrial outer membrane (MOM). Recent studies suggest that VDAC activity is regulated via post-translational modifications (PTMs). Yet the nature and effect of these modifications is not understood. Herein, single channel currents of wild-type, nitrosated, and phosphorylated VDAC are analyzed using a generalized continuous-time Markov chain Monte Carlo (MCMC) method. This developed method describes three distinct conducting states (open, half-open, and closed) of VDAC activity. Lipid bilayer experiments are also performed to record single VDAC activity under un-phosphorylated and phosphorylated conditions, and are analyzed using the developed stochastic search method. Experimental data show significant alteration in VDAC gating kinetics and conductance as a result of PTMs. The effect of PTMs on VDAC kinetics is captured in the parameters associated with the identified Markov model. Stationary distributions of the Markov model suggest that nitrosation of VDAC not only decreased its conductance but also significantly locked VDAC in a closed state. On the other hand, stationary distributions of the model associated with un-phosphorylated and phosphorylated VDAC suggest a reversal in channel conformation from relatively closed state to an open state. Model analyses of the nitrosated data suggest that faster reaction of nitric oxide with Cys-127 thiol group might be responsible for the biphasic effect of nitric oxide on basal VDAC conductance. |
format | Online Article Text |
id | pubmed-4292549 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-42925492015-01-27 Markov chain Monte Carlo based analysis of post-translationally modified VDAC gating kinetics Tewari, Shivendra G. Zhou, Yifan Otto, Bradley J. Dash, Ranjan K. Kwok, Wai-Meng Beard, Daniel A. Front Physiol Physiology The voltage-dependent anion channel (VDAC) is the main conduit for permeation of solutes (including nucleotides and metabolites) of up to 5 kDa across the mitochondrial outer membrane (MOM). Recent studies suggest that VDAC activity is regulated via post-translational modifications (PTMs). Yet the nature and effect of these modifications is not understood. Herein, single channel currents of wild-type, nitrosated, and phosphorylated VDAC are analyzed using a generalized continuous-time Markov chain Monte Carlo (MCMC) method. This developed method describes three distinct conducting states (open, half-open, and closed) of VDAC activity. Lipid bilayer experiments are also performed to record single VDAC activity under un-phosphorylated and phosphorylated conditions, and are analyzed using the developed stochastic search method. Experimental data show significant alteration in VDAC gating kinetics and conductance as a result of PTMs. The effect of PTMs on VDAC kinetics is captured in the parameters associated with the identified Markov model. Stationary distributions of the Markov model suggest that nitrosation of VDAC not only decreased its conductance but also significantly locked VDAC in a closed state. On the other hand, stationary distributions of the model associated with un-phosphorylated and phosphorylated VDAC suggest a reversal in channel conformation from relatively closed state to an open state. Model analyses of the nitrosated data suggest that faster reaction of nitric oxide with Cys-127 thiol group might be responsible for the biphasic effect of nitric oxide on basal VDAC conductance. Frontiers Media S.A. 2015-01-13 /pmc/articles/PMC4292549/ /pubmed/25628567 http://dx.doi.org/10.3389/fphys.2014.00513 Text en Copyright © 2015 Tewari, Zhou, Otto, Dash, Kwok and Beard. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Physiology Tewari, Shivendra G. Zhou, Yifan Otto, Bradley J. Dash, Ranjan K. Kwok, Wai-Meng Beard, Daniel A. Markov chain Monte Carlo based analysis of post-translationally modified VDAC gating kinetics |
title | Markov chain Monte Carlo based analysis of post-translationally modified VDAC gating kinetics |
title_full | Markov chain Monte Carlo based analysis of post-translationally modified VDAC gating kinetics |
title_fullStr | Markov chain Monte Carlo based analysis of post-translationally modified VDAC gating kinetics |
title_full_unstemmed | Markov chain Monte Carlo based analysis of post-translationally modified VDAC gating kinetics |
title_short | Markov chain Monte Carlo based analysis of post-translationally modified VDAC gating kinetics |
title_sort | markov chain monte carlo based analysis of post-translationally modified vdac gating kinetics |
topic | Physiology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4292549/ https://www.ncbi.nlm.nih.gov/pubmed/25628567 http://dx.doi.org/10.3389/fphys.2014.00513 |
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