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Statistical Mechanics and Thermodynamics of Viral Evolution

This paper uses methods drawn from physics to study the life cycle of viruses. The paper analyzes a model of viral infection and evolution using the "grand canonical ensemble" and formalisms from statistical mechanics and thermodynamics. Using this approach we enumerate all possible geneti...

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Autores principales: Jones, Barbara A., Lessler, Justin, Bianco, Simone, Kaufman, James H.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4589373/
https://www.ncbi.nlm.nih.gov/pubmed/26422205
http://dx.doi.org/10.1371/journal.pone.0137482
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author Jones, Barbara A.
Lessler, Justin
Bianco, Simone
Kaufman, James H.
author_facet Jones, Barbara A.
Lessler, Justin
Bianco, Simone
Kaufman, James H.
author_sort Jones, Barbara A.
collection PubMed
description This paper uses methods drawn from physics to study the life cycle of viruses. The paper analyzes a model of viral infection and evolution using the "grand canonical ensemble" and formalisms from statistical mechanics and thermodynamics. Using this approach we enumerate all possible genetic states of a model virus and host as a function of two independent pressures–immune response and system temperature. We prove the system has a real thermodynamic temperature, and discover a new phase transition between a positive temperature regime of normal replication and a negative temperature “disordered” phase of the virus. We distinguish this from previous observations of a phase transition that arises as a function of mutation rate. From an evolutionary biology point of view, at steady state the viruses naturally evolve to distinct quasispecies. This paper also reveals a universal relationship that relates the order parameter (as a measure of mutational robustness) to evolvability in agreement with recent experimental and theoretical work. Given that real viruses have finite length RNA segments that encode proteins which determine virus fitness, the approach used here could be refined to apply to real biological systems, perhaps providing insight into immune escape, the emergence of novel pathogens and other results of viral evolution.
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spelling pubmed-45893732015-10-02 Statistical Mechanics and Thermodynamics of Viral Evolution Jones, Barbara A. Lessler, Justin Bianco, Simone Kaufman, James H. PLoS One Research Article This paper uses methods drawn from physics to study the life cycle of viruses. The paper analyzes a model of viral infection and evolution using the "grand canonical ensemble" and formalisms from statistical mechanics and thermodynamics. Using this approach we enumerate all possible genetic states of a model virus and host as a function of two independent pressures–immune response and system temperature. We prove the system has a real thermodynamic temperature, and discover a new phase transition between a positive temperature regime of normal replication and a negative temperature “disordered” phase of the virus. We distinguish this from previous observations of a phase transition that arises as a function of mutation rate. From an evolutionary biology point of view, at steady state the viruses naturally evolve to distinct quasispecies. This paper also reveals a universal relationship that relates the order parameter (as a measure of mutational robustness) to evolvability in agreement with recent experimental and theoretical work. Given that real viruses have finite length RNA segments that encode proteins which determine virus fitness, the approach used here could be refined to apply to real biological systems, perhaps providing insight into immune escape, the emergence of novel pathogens and other results of viral evolution. Public Library of Science 2015-09-30 /pmc/articles/PMC4589373/ /pubmed/26422205 http://dx.doi.org/10.1371/journal.pone.0137482 Text en https://creativecommons.org/publicdomain/zero/1.0/ This is an open-access article distributed under the terms of the Creative Commons Public Domain declaration, which stipulates that, once placed in the public domain, this work may be freely reproduced, distributed, transmitted, modified, built upon, or otherwise used by anyone for any lawful purpose.
spellingShingle Research Article
Jones, Barbara A.
Lessler, Justin
Bianco, Simone
Kaufman, James H.
Statistical Mechanics and Thermodynamics of Viral Evolution
title Statistical Mechanics and Thermodynamics of Viral Evolution
title_full Statistical Mechanics and Thermodynamics of Viral Evolution
title_fullStr Statistical Mechanics and Thermodynamics of Viral Evolution
title_full_unstemmed Statistical Mechanics and Thermodynamics of Viral Evolution
title_short Statistical Mechanics and Thermodynamics of Viral Evolution
title_sort statistical mechanics and thermodynamics of viral evolution
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4589373/
https://www.ncbi.nlm.nih.gov/pubmed/26422205
http://dx.doi.org/10.1371/journal.pone.0137482
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