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Fractional Dynamics of Globally Slow Transcription and Its Impact on Deterministic Genetic Oscillation
In dynamical systems theory, a system which can be described by differential equations is called a continuous dynamical system. In studies on genetic oscillation, most deterministic models at early stage are usually built on ordinary differential equations (ODE). Therefore, gene transcription which...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2012
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3367935/ https://www.ncbi.nlm.nih.gov/pubmed/22679500 http://dx.doi.org/10.1371/journal.pone.0038383 |
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author | Wei, Kun Gao, Shilong Zhong, Suchuan Ma, Hong |
author_facet | Wei, Kun Gao, Shilong Zhong, Suchuan Ma, Hong |
author_sort | Wei, Kun |
collection | PubMed |
description | In dynamical systems theory, a system which can be described by differential equations is called a continuous dynamical system. In studies on genetic oscillation, most deterministic models at early stage are usually built on ordinary differential equations (ODE). Therefore, gene transcription which is a vital part in genetic oscillation is presupposed to be a continuous dynamical system by default. However, recent studies argued that discontinuous transcription might be more common than continuous transcription. In this paper, by appending the inserted silent interval lying between two neighboring transcriptional events to the end of the preceding event, we established that the running time for an intact transcriptional event increases and gene transcription thus shows slow dynamics. By globally replacing the original time increment for each state increment by a larger one, we introduced fractional differential equations (FDE) to describe such globally slow transcription. The impact of fractionization on genetic oscillation was then studied in two early stage models – the Goodwin oscillator and the Rössler oscillator. By constructing a “dual memory” oscillator – the fractional delay Goodwin oscillator, we suggested that four general requirements for generating genetic oscillation should be revised to be negative feedback, sufficient nonlinearity, sufficient memory and proper balancing of timescale. The numerical study of the fractional Rössler oscillator implied that the globally slow transcription tends to lower the chance of a coupled or more complex nonlinear genetic oscillatory system behaving chaotically. |
format | Online Article Text |
id | pubmed-3367935 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2012 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-33679352012-06-07 Fractional Dynamics of Globally Slow Transcription and Its Impact on Deterministic Genetic Oscillation Wei, Kun Gao, Shilong Zhong, Suchuan Ma, Hong PLoS One Research Article In dynamical systems theory, a system which can be described by differential equations is called a continuous dynamical system. In studies on genetic oscillation, most deterministic models at early stage are usually built on ordinary differential equations (ODE). Therefore, gene transcription which is a vital part in genetic oscillation is presupposed to be a continuous dynamical system by default. However, recent studies argued that discontinuous transcription might be more common than continuous transcription. In this paper, by appending the inserted silent interval lying between two neighboring transcriptional events to the end of the preceding event, we established that the running time for an intact transcriptional event increases and gene transcription thus shows slow dynamics. By globally replacing the original time increment for each state increment by a larger one, we introduced fractional differential equations (FDE) to describe such globally slow transcription. The impact of fractionization on genetic oscillation was then studied in two early stage models – the Goodwin oscillator and the Rössler oscillator. By constructing a “dual memory” oscillator – the fractional delay Goodwin oscillator, we suggested that four general requirements for generating genetic oscillation should be revised to be negative feedback, sufficient nonlinearity, sufficient memory and proper balancing of timescale. The numerical study of the fractional Rössler oscillator implied that the globally slow transcription tends to lower the chance of a coupled or more complex nonlinear genetic oscillatory system behaving chaotically. Public Library of Science 2012-06-05 /pmc/articles/PMC3367935/ /pubmed/22679500 http://dx.doi.org/10.1371/journal.pone.0038383 Text en Wei et al. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited. |
spellingShingle | Research Article Wei, Kun Gao, Shilong Zhong, Suchuan Ma, Hong Fractional Dynamics of Globally Slow Transcription and Its Impact on Deterministic Genetic Oscillation |
title | Fractional Dynamics of Globally Slow Transcription and Its Impact on Deterministic Genetic Oscillation |
title_full | Fractional Dynamics of Globally Slow Transcription and Its Impact on Deterministic Genetic Oscillation |
title_fullStr | Fractional Dynamics of Globally Slow Transcription and Its Impact on Deterministic Genetic Oscillation |
title_full_unstemmed | Fractional Dynamics of Globally Slow Transcription and Its Impact on Deterministic Genetic Oscillation |
title_short | Fractional Dynamics of Globally Slow Transcription and Its Impact on Deterministic Genetic Oscillation |
title_sort | fractional dynamics of globally slow transcription and its impact on deterministic genetic oscillation |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3367935/ https://www.ncbi.nlm.nih.gov/pubmed/22679500 http://dx.doi.org/10.1371/journal.pone.0038383 |
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