Molecular noise of innate immunity shapes bacteria-phage ecologies.

Mathematical models have been used successfully at diverse scales of biological organization, ranging from ecology and population dynamics to stochastic reaction events occurring between individual molecules in single cells. Generally, many biological processes unfold across multiple scales, with mu...

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Main Authors: Jakob Ruess, Maroš Pleška, Cǎlin C Guet, Gašper Tkačik
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2019-07-01
Series:PLoS Computational Biology
Online Access:https://doi.org/10.1371/journal.pcbi.1007168
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spelling doaj-59602513deeb4bcaa85bac1e1874c4922021-04-21T15:10:51ZengPublic Library of Science (PLoS)PLoS Computational Biology1553-734X1553-73582019-07-01157e100716810.1371/journal.pcbi.1007168Molecular noise of innate immunity shapes bacteria-phage ecologies.Jakob RuessMaroš PleškaCǎlin C GuetGašper TkačikMathematical models have been used successfully at diverse scales of biological organization, ranging from ecology and population dynamics to stochastic reaction events occurring between individual molecules in single cells. Generally, many biological processes unfold across multiple scales, with mutations being the best studied example of how stochasticity at the molecular scale can influence outcomes at the population scale. In many other contexts, however, an analogous link between micro- and macro-scale remains elusive, primarily due to the challenges involved in setting up and analyzing multi-scale models. Here, we employ such a model to investigate how stochasticity propagates from individual biochemical reaction events in the bacterial innate immune system to the ecology of bacteria and bacterial viruses. We show analytically how the dynamics of bacterial populations are shaped by the activities of immunity-conferring enzymes in single cells and how the ecological consequences imply optimal bacterial defense strategies against viruses. Our results suggest that bacterial populations in the presence of viruses can either optimize their initial growth rate or their population size, with the first strategy favoring simple immunity featuring a single restriction modification system and the second strategy favoring complex bacterial innate immunity featuring several simultaneously active restriction modification systems.https://doi.org/10.1371/journal.pcbi.1007168
collection DOAJ
language English
format Article
sources DOAJ
author Jakob Ruess
Maroš Pleška
Cǎlin C Guet
Gašper Tkačik
spellingShingle Jakob Ruess
Maroš Pleška
Cǎlin C Guet
Gašper Tkačik
Molecular noise of innate immunity shapes bacteria-phage ecologies.
PLoS Computational Biology
author_facet Jakob Ruess
Maroš Pleška
Cǎlin C Guet
Gašper Tkačik
author_sort Jakob Ruess
title Molecular noise of innate immunity shapes bacteria-phage ecologies.
title_short Molecular noise of innate immunity shapes bacteria-phage ecologies.
title_full Molecular noise of innate immunity shapes bacteria-phage ecologies.
title_fullStr Molecular noise of innate immunity shapes bacteria-phage ecologies.
title_full_unstemmed Molecular noise of innate immunity shapes bacteria-phage ecologies.
title_sort molecular noise of innate immunity shapes bacteria-phage ecologies.
publisher Public Library of Science (PLoS)
series PLoS Computational Biology
issn 1553-734X
1553-7358
publishDate 2019-07-01
description Mathematical models have been used successfully at diverse scales of biological organization, ranging from ecology and population dynamics to stochastic reaction events occurring between individual molecules in single cells. Generally, many biological processes unfold across multiple scales, with mutations being the best studied example of how stochasticity at the molecular scale can influence outcomes at the population scale. In many other contexts, however, an analogous link between micro- and macro-scale remains elusive, primarily due to the challenges involved in setting up and analyzing multi-scale models. Here, we employ such a model to investigate how stochasticity propagates from individual biochemical reaction events in the bacterial innate immune system to the ecology of bacteria and bacterial viruses. We show analytically how the dynamics of bacterial populations are shaped by the activities of immunity-conferring enzymes in single cells and how the ecological consequences imply optimal bacterial defense strategies against viruses. Our results suggest that bacterial populations in the presence of viruses can either optimize their initial growth rate or their population size, with the first strategy favoring simple immunity featuring a single restriction modification system and the second strategy favoring complex bacterial innate immunity featuring several simultaneously active restriction modification systems.
url https://doi.org/10.1371/journal.pcbi.1007168
work_keys_str_mv AT jakobruess molecularnoiseofinnateimmunityshapesbacteriaphageecologies
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AT calincguet molecularnoiseofinnateimmunityshapesbacteriaphageecologies
AT gaspertkacik molecularnoiseofinnateimmunityshapesbacteriaphageecologies
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