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...

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Published in:Microorganisms
Main Authors: Avila-Jimenez, Maria-Luisa, Burns, Gavin, He, Zhili, Zhou, Jizhong, Hodson, Andrew, Avila-Jimenez, Jose-Luis, Pearce, David
Format: Article in Journal/Newspaper
Language:English
Published: MDPI 2020
Subjects:
Online Access:http://nora.nerc.ac.uk/id/eprint/528036/
https://nora.nerc.ac.uk/id/eprint/528036/1/microorganisms-08-00951.pdf
https://www.mdpi.com/2076-2607/8/6/951
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spelling ftnerc:oai:nora.nerc.ac.uk:528036 2023-05-15T13:41:45+02:00 Functional associations and resilience in microbial communities. Avila-Jimenez, Maria-Luisa Burns, Gavin He, Zhili Zhou, Jizhong Hodson, Andrew Avila-Jimenez, Jose-Luis Pearce, David 2020-06-24 text http://nora.nerc.ac.uk/id/eprint/528036/ https://nora.nerc.ac.uk/id/eprint/528036/1/microorganisms-08-00951.pdf https://www.mdpi.com/2076-2607/8/6/951 en eng MDPI https://nora.nerc.ac.uk/id/eprint/528036/1/microorganisms-08-00951.pdf Avila-Jimenez, Maria-Luisa; Burns, Gavin; He, Zhili; Zhou, Jizhong; Hodson, Andrew; Avila-Jimenez, Jose-Luis; Pearce, David orcid:0000-0001-5292-4596 . 2020 Functional associations and resilience in microbial communities. Microorganisms, 8 (6), 951. 14, pp. https://doi.org/10.3390/microorganisms8060951 <https://doi.org/10.3390/microorganisms8060951> cc_by_4 CC-BY Publication - Article PeerReviewed 2020 ftnerc https://doi.org/10.3390/microorganisms8060951 2023-02-04T19:50:51Z 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 ... Article in Journal/Newspaper Antarc* Antarctic Arctic Natural Environment Research Council: NERC Open Research Archive Arctic Antarctic Microorganisms 8 6 951
institution Open Polar
collection Natural Environment Research Council: NERC Open Research Archive
op_collection_id ftnerc
language English
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 Article in Journal/Newspaper
author Avila-Jimenez, Maria-Luisa
Burns, Gavin
He, Zhili
Zhou, Jizhong
Hodson, Andrew
Avila-Jimenez, Jose-Luis
Pearce, David
spellingShingle Avila-Jimenez, Maria-Luisa
Burns, Gavin
He, Zhili
Zhou, Jizhong
Hodson, Andrew
Avila-Jimenez, Jose-Luis
Pearce, David
Functional associations and resilience in microbial communities.
author_facet Avila-Jimenez, Maria-Luisa
Burns, Gavin
He, Zhili
Zhou, Jizhong
Hodson, Andrew
Avila-Jimenez, Jose-Luis
Pearce, David
author_sort Avila-Jimenez, Maria-Luisa
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 MDPI
publishDate 2020
url http://nora.nerc.ac.uk/id/eprint/528036/
https://nora.nerc.ac.uk/id/eprint/528036/1/microorganisms-08-00951.pdf
https://www.mdpi.com/2076-2607/8/6/951
geographic Arctic
Antarctic
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Antarctic
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Antarctic
Arctic
genre_facet Antarc*
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op_relation https://nora.nerc.ac.uk/id/eprint/528036/1/microorganisms-08-00951.pdf
Avila-Jimenez, Maria-Luisa; Burns, Gavin; He, Zhili; Zhou, Jizhong; Hodson, Andrew; Avila-Jimenez, Jose-Luis; Pearce, David orcid:0000-0001-5292-4596 . 2020 Functional associations and resilience in microbial communities. Microorganisms, 8 (6), 951. 14, pp. https://doi.org/10.3390/microorganisms8060951 <https://doi.org/10.3390/microorganisms8060951>
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