Negative frequency-dependent selection and asymmetrical transformation stabilise multi-strain bacterial population structures
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Author(s)
Type
Journal Article
Abstract
Streptococcus pneumoniae can be divided into many strains, each a distinct set of isolates sharing similar core and accessory
genomes, which co-circulate within the same hosts. Previous analyses suggested the short-term vaccine-associated dynamics
of S. pneumoniae strains may be mediated through multi-locus negative frequency-dependent selection (NFDS), which
maintains accessory loci at equilibrium frequencies. Long-term simulations demonstrated NFDS stabilised clonally-evolving
multi-strain populations through preventing the loss of variation through drift, based on polymorphism frequencies,
pairwise genetic distances and phylogenies. However, allowing symmetrical recombination between isolates evolving under
multi-locus NFDS generated unstructured populations of diverse genotypes. Replication of the observed data improved
when multi-locus NFDS was combined with recombination that was instead asymmetrical, favouring deletion of accessory
loci over insertion. This combination separated populations into strains through outbreeding depression, resulting from
recombinants with reduced accessory genomes having lower fitness than their parental genotypes. Although simplistic
modelling of recombination likely limited these simulations’ ability to maintain some properties of genomic data as
accurately as those lacking recombination, the combination of asymmetrical recombination and multi-locus NFDS could
restore multi-strain population structures from randomised initial populations. As many bacteria inhibit insertions into their
chromosomes, this combination may commonly underlie the co-existence of strains within a niche.
genomes, which co-circulate within the same hosts. Previous analyses suggested the short-term vaccine-associated dynamics
of S. pneumoniae strains may be mediated through multi-locus negative frequency-dependent selection (NFDS), which
maintains accessory loci at equilibrium frequencies. Long-term simulations demonstrated NFDS stabilised clonally-evolving
multi-strain populations through preventing the loss of variation through drift, based on polymorphism frequencies,
pairwise genetic distances and phylogenies. However, allowing symmetrical recombination between isolates evolving under
multi-locus NFDS generated unstructured populations of diverse genotypes. Replication of the observed data improved
when multi-locus NFDS was combined with recombination that was instead asymmetrical, favouring deletion of accessory
loci over insertion. This combination separated populations into strains through outbreeding depression, resulting from
recombinants with reduced accessory genomes having lower fitness than their parental genotypes. Although simplistic
modelling of recombination likely limited these simulations’ ability to maintain some properties of genomic data as
accurately as those lacking recombination, the combination of asymmetrical recombination and multi-locus NFDS could
restore multi-strain population structures from randomised initial populations. As many bacteria inhibit insertions into their
chromosomes, this combination may commonly underlie the co-existence of strains within a niche.
Date Issued
2021-01-06
Date Acceptance
2020-12-03
Citation
The ISME Journal: multidisciplinary journal of microbial ecology, 2021, 15, pp.1523-1538
ISSN
1751-7362
Publisher
Springer Nature
Start Page
1523
End Page
1538
Journal / Book Title
The ISME Journal: multidisciplinary journal of microbial ecology
Volume
15
Copyright Statement
© The Author(s) 2021. This article is licensed under a Creative Commons
Attribution 4.0 International License, which permits use, sharing,
adaptation, distribution and reproduction in any medium or format, as
long as you give appropriate credit to the original author(s) and the
source, provide a link to the Creative Commons license, and indicate if
changes were made. The images or other third party material in this
article are included in the article’s Creative Commons license, unless
indicated otherwise in a credit line to the material. If material is not
included in the article’s Creative Commons license and your intended
use is not permitted by statutory regulation or exceeds the permitted
use, you will need to obtain permission directly from the copyright
holder. To view a copy of this license, visit http://creativecommons.
org/licenses/by/4.0/.
Attribution 4.0 International License, which permits use, sharing,
adaptation, distribution and reproduction in any medium or format, as
long as you give appropriate credit to the original author(s) and the
source, provide a link to the Creative Commons license, and indicate if
changes were made. The images or other third party material in this
article are included in the article’s Creative Commons license, unless
indicated otherwise in a credit line to the material. If material is not
included in the article’s Creative Commons license and your intended
use is not permitted by statutory regulation or exceeds the permitted
use, you will need to obtain permission directly from the copyright
holder. To view a copy of this license, visit http://creativecommons.
org/licenses/by/4.0/.
License URL
Sponsor
Medical Research Council (MRC)
Wellcome Trust
Medical Research Council (MRC)
Medical Research Council (MRC)
Identifier
https://www.nature.com/articles/s41396-020-00867-w
Grant Number
MR/K010174/1B
104169/Z/14/Z
MR/T016434/1
MR/R015600/1
Subjects
Science & Technology
Life Sciences & Biomedicine
Ecology
Microbiology
Environmental Sciences & Ecology
STREPTOCOCCUS-PNEUMONIAE
ACQUIRED-IMMUNITY
EVOLUTION
RECOMBINATION
DIVERSITY
IMPACT
DETERMINANTS
MAINTENANCE
COEXISTENCE
COMPETITION
05 Environmental Sciences
06 Biological Sciences
10 Technology
Microbiology
Publication Status
Published
Date Publish Online
2021-01-06