Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: Werner, Johannes, Pietsch, Tobias, Hilker, Frank M., Arndt, Hartmut
Formato: Online Artículo Texto
Lenguaje:English
Publicado: National Academy of Sciences 2022
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
_version_ 1784825057302806528
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
work_keys_str_mv AT wernerjohannes intrinsicnonlineardynamicsdrivesinglespeciessystems
AT pietschtobias intrinsicnonlineardynamicsdrivesinglespeciessystems
AT hilkerfrankm intrinsicnonlineardynamicsdrivesinglespeciessystems
AT arndthartmut intrinsicnonlineardynamicsdrivesinglespeciessystems