Functional Associations and Resilience in Microbial Communities

Microbial communities have inherently high levels of metabolic flexibility and functional redundancy, yet the structure of microbial communities can change rapidly with environmental perturbation. To understand whether such changes observed at the taxonomic level translate into differences at the fu...

Full description

Bibliographic Details
Published in:Microorganisms
Main Authors: Maria-Luisa Avila-Jimenez, Gavin Burns, Zhili He, Jizhong Zhou, Andrew Hodson, Jose-Luis Avila-Jimenez, David Pearce
Format: Text
Language:English
Published: Multidisciplinary Digital Publishing Institute 2020
Subjects:
Online Access:https://doi.org/10.3390/microorganisms8060951
id ftmdpi:oai:mdpi.com:/2076-2607/8/6/951/
record_format openpolar
spelling ftmdpi:oai:mdpi.com:/2076-2607/8/6/951/ 2023-08-20T04:01:58+02:00 Functional Associations and Resilience in Microbial Communities Maria-Luisa Avila-Jimenez Gavin Burns Zhili He Jizhong Zhou Andrew Hodson Jose-Luis Avila-Jimenez David Pearce agris 2020-06-24 application/pdf https://doi.org/10.3390/microorganisms8060951 EN eng Multidisciplinary Digital Publishing Institute Environmental Microbiology https://dx.doi.org/10.3390/microorganisms8060951 https://creativecommons.org/licenses/by/4.0/ Microorganisms; Volume 8; Issue 6; Pages: 951 resilience functional diversity redundancy Antarctic bacteria stability Text 2020 ftmdpi https://doi.org/10.3390/microorganisms8060951 2023-07-31T23:40:57Z Microbial communities have inherently high levels of metabolic flexibility and functional redundancy, yet the structure of microbial communities can change rapidly with environmental perturbation. To understand whether such changes observed at the taxonomic level translate into differences at the functional level, we analyzed the structure of taxonomic and functional gene distribution across Arctic and Antarctic locations. Taxonomic diversity (in terms of alpha diversity and species richness) differed significantly with location. However, we found that functional genes distributed evenly across bacterial networks and that this functional distribution was also even across different geographic locations. For example, on average 15% of the functional genes were related to carbon cycling across all bacterial networks, slightly over 21% of the genes were stress-related and only 0.5% of the genes were linked to carbon degradation functions. In such a distribution, each bacterial network includes all of the functional groups distributed following the same proportions. However, the total number of functional genes that is included in each bacterial network differs, with some clusters including many more genes than others. We found that the proportion of times a specific gene must occur to be linked to a specific cluster is 8%, meaning the relationship between the total number of genes in the cluster and the number of genes per function follows a linear pattern: smaller clusters require a gene to appear less frequently to get fixed within the cluster, while larger clusters require higher gene frequencies. We suggest that this mechanism of functional association between equally rare or equally abundant genes could have implications for ecological resilience, as non-dominant genes also associate in fully functioning ecological networks, potentially suggesting that there are always pre-existing functional networks available to exploit new ecological niches (where they can become dominant) as they emerge; for example, in the ... Text Antarc* Antarctic Arctic MDPI Open Access Publishing Arctic Antarctic Microorganisms 8 6 951
institution Open Polar
collection MDPI Open Access Publishing
op_collection_id ftmdpi
language English
topic resilience
functional diversity
redundancy
Antarctic bacteria
stability
spellingShingle resilience
functional diversity
redundancy
Antarctic bacteria
stability
Maria-Luisa Avila-Jimenez
Gavin Burns
Zhili He
Jizhong Zhou
Andrew Hodson
Jose-Luis Avila-Jimenez
David Pearce
Functional Associations and Resilience in Microbial Communities
topic_facet resilience
functional diversity
redundancy
Antarctic bacteria
stability
description Microbial communities have inherently high levels of metabolic flexibility and functional redundancy, yet the structure of microbial communities can change rapidly with environmental perturbation. To understand whether such changes observed at the taxonomic level translate into differences at the functional level, we analyzed the structure of taxonomic and functional gene distribution across Arctic and Antarctic locations. Taxonomic diversity (in terms of alpha diversity and species richness) differed significantly with location. However, we found that functional genes distributed evenly across bacterial networks and that this functional distribution was also even across different geographic locations. For example, on average 15% of the functional genes were related to carbon cycling across all bacterial networks, slightly over 21% of the genes were stress-related and only 0.5% of the genes were linked to carbon degradation functions. In such a distribution, each bacterial network includes all of the functional groups distributed following the same proportions. However, the total number of functional genes that is included in each bacterial network differs, with some clusters including many more genes than others. We found that the proportion of times a specific gene must occur to be linked to a specific cluster is 8%, meaning the relationship between the total number of genes in the cluster and the number of genes per function follows a linear pattern: smaller clusters require a gene to appear less frequently to get fixed within the cluster, while larger clusters require higher gene frequencies. We suggest that this mechanism of functional association between equally rare or equally abundant genes could have implications for ecological resilience, as non-dominant genes also associate in fully functioning ecological networks, potentially suggesting that there are always pre-existing functional networks available to exploit new ecological niches (where they can become dominant) as they emerge; for example, in the ...
format Text
author Maria-Luisa Avila-Jimenez
Gavin Burns
Zhili He
Jizhong Zhou
Andrew Hodson
Jose-Luis Avila-Jimenez
David Pearce
author_facet Maria-Luisa Avila-Jimenez
Gavin Burns
Zhili He
Jizhong Zhou
Andrew Hodson
Jose-Luis Avila-Jimenez
David Pearce
author_sort Maria-Luisa Avila-Jimenez
title Functional Associations and Resilience in Microbial Communities
title_short Functional Associations and Resilience in Microbial Communities
title_full Functional Associations and Resilience in Microbial Communities
title_fullStr Functional Associations and Resilience in Microbial Communities
title_full_unstemmed Functional Associations and Resilience in Microbial Communities
title_sort functional associations and resilience in microbial communities
publisher Multidisciplinary Digital Publishing Institute
publishDate 2020
url https://doi.org/10.3390/microorganisms8060951
op_coverage agris
geographic Arctic
Antarctic
geographic_facet Arctic
Antarctic
genre Antarc*
Antarctic
Arctic
genre_facet Antarc*
Antarctic
Arctic
op_source Microorganisms; Volume 8; Issue 6; Pages: 951
op_relation Environmental Microbiology
https://dx.doi.org/10.3390/microorganisms8060951
op_rights https://creativecommons.org/licenses/by/4.0/
op_doi https://doi.org/10.3390/microorganisms8060951
container_title Microorganisms
container_volume 8
container_issue 6
container_start_page 951
_version_ 1774712361773432832