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Intrinsic nonlinear dynamics drive single-species systems
The importance of oscillations and deterministic chaos in natural biological systems has been discussed for several decades and was originally based on discrete-time population growth models (May 1974). Recently, all types of nonlinear dynamics were shown for experimental communities where several s...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
National Academy of Sciences
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9636902/ https://www.ncbi.nlm.nih.gov/pubmed/36279470 http://dx.doi.org/10.1073/pnas.2209601119 |
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author | Werner, Johannes Pietsch, Tobias Hilker, Frank M. Arndt, Hartmut |
author_facet | Werner, Johannes Pietsch, Tobias Hilker, Frank M. Arndt, Hartmut |
author_sort | Werner, Johannes |
collection | PubMed |
description | The importance of oscillations and deterministic chaos in natural biological systems has been discussed for several decades and was originally based on discrete-time population growth models (May 1974). Recently, all types of nonlinear dynamics were shown for experimental communities where several species interact. Yet, there are no data exhibiting the whole range of nonlinear dynamics for single-species systems without trophic interactions. Up until now, ecological experiments and models ignored the intracellular dimension, which includes multiple nonlinear processes even within one cell type. Here, we show that dynamics of single-species systems of protists in continuous experimental chemostat systems and corresponding continuous-time models reveal typical characteristics of nonlinear dynamics and even deterministic chaos, a very rare discovery. An automatic cell registration enabled a continuous and undisturbed analysis of dynamic behavior with a high temporal resolution. Our simple and general model considering the cell cycle exhibits a remarkable spectrum of dynamic behavior. Chaos-like dynamics were shown in continuous single-species populations in experimental and modeling data on the level of a single type of cells without any external forcing. This study demonstrates how complex processes occurring in single cells influence dynamics on the population level. Nonlinearity should be considered as an important phenomenon in cell biology and single-species dynamics and also, for the maintenance of high biodiversity in nature, a prerequisite for nature conservation. |
format | Online Article Text |
id | pubmed-9636902 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | National Academy of Sciences |
record_format | MEDLINE/PubMed |
spelling | pubmed-96369022022-11-06 Intrinsic nonlinear dynamics drive single-species systems Werner, Johannes Pietsch, Tobias Hilker, Frank M. Arndt, Hartmut Proc Natl Acad Sci U S A Biological Sciences The importance of oscillations and deterministic chaos in natural biological systems has been discussed for several decades and was originally based on discrete-time population growth models (May 1974). Recently, all types of nonlinear dynamics were shown for experimental communities where several species interact. Yet, there are no data exhibiting the whole range of nonlinear dynamics for single-species systems without trophic interactions. Up until now, ecological experiments and models ignored the intracellular dimension, which includes multiple nonlinear processes even within one cell type. Here, we show that dynamics of single-species systems of protists in continuous experimental chemostat systems and corresponding continuous-time models reveal typical characteristics of nonlinear dynamics and even deterministic chaos, a very rare discovery. An automatic cell registration enabled a continuous and undisturbed analysis of dynamic behavior with a high temporal resolution. Our simple and general model considering the cell cycle exhibits a remarkable spectrum of dynamic behavior. Chaos-like dynamics were shown in continuous single-species populations in experimental and modeling data on the level of a single type of cells without any external forcing. This study demonstrates how complex processes occurring in single cells influence dynamics on the population level. Nonlinearity should be considered as an important phenomenon in cell biology and single-species dynamics and also, for the maintenance of high biodiversity in nature, a prerequisite for nature conservation. National Academy of Sciences 2022-10-24 2022-11-01 /pmc/articles/PMC9636902/ /pubmed/36279470 http://dx.doi.org/10.1073/pnas.2209601119 Text en Copyright © 2022 the Author(s). Published by PNAS. https://creativecommons.org/licenses/by/4.0/This open access article is distributed under Creative Commons Attribution License 4.0 (CC BY) (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Biological Sciences Werner, Johannes Pietsch, Tobias Hilker, Frank M. Arndt, Hartmut Intrinsic nonlinear dynamics drive single-species systems |
title | Intrinsic nonlinear dynamics drive single-species systems |
title_full | Intrinsic nonlinear dynamics drive single-species systems |
title_fullStr | Intrinsic nonlinear dynamics drive single-species systems |
title_full_unstemmed | Intrinsic nonlinear dynamics drive single-species systems |
title_short | Intrinsic nonlinear dynamics drive single-species systems |
title_sort | intrinsic nonlinear dynamics drive single-species systems |
topic | Biological Sciences |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9636902/ https://www.ncbi.nlm.nih.gov/pubmed/36279470 http://dx.doi.org/10.1073/pnas.2209601119 |
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