Accounting for environmental variation in co-occurrence modelling reveals the importance of positive interactions in root-associated fungal communities

Understanding the role of interspecific interactions in shaping ecological communities is one of the central goals in community ecology. In fungal communities, measuring interspecific interactions directly is challenging because these communities are composed of large numbers of species, many of whi...

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Published in:Molecular Ecology
Main Authors: Abrego, Nerea, Roslin, Tomas, Huotari, Tea, Tack, Ayco J. M., Lindahl, Bjorn D., Tikhonov, Gleb, Somervuo, Panu, Schmidt, Niels Martin, Ovaskainen, Otso
Other Authors: Department of Agricultural Sciences, Research Centre for Ecological Change, Plant Production Sciences, Spatial Foodweb Ecology Group, Organismal and Evolutionary Biology Research Programme, Otso Ovaskainen / Principal Investigator
Format: Article in Journal/Newspaper
Language:English
Published: Wiley 2021
Subjects:
Online Access:http://hdl.handle.net/10138/326715
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spelling ftunivhelsihelda:oai:helda.helsinki.fi:10138/326715 2024-01-07T09:41:17+01:00 Accounting for environmental variation in co-occurrence modelling reveals the importance of positive interactions in root-associated fungal communities Abrego, Nerea Roslin, Tomas Huotari, Tea Tack, Ayco J. M. Lindahl, Bjorn D. Tikhonov, Gleb Somervuo, Panu Schmidt, Niels Martin Ovaskainen, Otso Department of Agricultural Sciences Research Centre for Ecological Change Plant Production Sciences Spatial Foodweb Ecology Group Organismal and Evolutionary Biology Research Programme Otso Ovaskainen / Principal Investigator 2021-02-18T11:11:01Z 11 application/pdf http://hdl.handle.net/10138/326715 eng eng Wiley 10.1111/mec.15516 Vetenskapsradet, Grant/Award Number: 2015-03993; LUOVA graduate school of University of Helsinki; Academy of Finland, Grant/Award Number: 1273253, 250444, 276909, 285803 and 308651; Norges Forskningsrad, Grant/Award Number: 223257; Ella ja Georg Ehrnroothin Saatio Abrego , N , Roslin , T , Huotari , T , Tack , A J M , Lindahl , B D , Tikhonov , G , Somervuo , P , Schmidt , N M & Ovaskainen , O 2020 , ' Accounting for environmental variation in co-occurrence modelling reveals the importance of positive interactions in root-associated fungal communities ' , Molecular Ecology , vol. 29 , no. 14 , pp. 2736-2746 . https://doi.org/10.1111/mec.15516 ORCID: /0000-0002-2957-4791/work/89117883 ea60ac98-c42f-4085-b0e5-d76b3ae2ee01 http://hdl.handle.net/10138/326715 000545103100001 cc_by openAccess info:eu-repo/semantics/openAccess Arctic co-occurrence endophyte interaction network mycorrhiza symbiotic network ARBUSCULAR MYCORRHIZAL FUNGI ECTOMYCORRHIZAL FUNGI MICROBIAL INTERACTIONS SPECIES COOCCURRENCE ELEVATION GRADIENT PLANT-GROWTH DIVERSITY COMPETITION ENDOPHYTES BACTERIA 1181 Ecology evolutionary biology 11832 Microbiology and virology Article publishedVersion 2021 ftunivhelsihelda 2023-12-14T00:14:44Z Understanding the role of interspecific interactions in shaping ecological communities is one of the central goals in community ecology. In fungal communities, measuring interspecific interactions directly is challenging because these communities are composed of large numbers of species, many of which are unculturable. An indirect way of assessing the role of interspecific interactions in determining community structure is to identify the species co-occurrences that are not constrained by environmental conditions. In this study, we investigated co-occurrences among root-associated fungi, asking whether fungi co-occur more or less strongly than expected based on the environmental conditions and the host plant species examined. We generated molecular data on root-associated fungi of five plant species evenly sampled along an elevational gradient at a high arctic site. We analysed the data using a joint species distribution modelling approach that allowed us to identify those co-occurrences that could be explained by the environmental conditions and the host plant species, as well as those co-occurrences that remained unexplained and thus more probably reflect interactive associations. Our results indicate that not only negative but also positive interactions play an important role in shaping microbial communities in arctic plant roots. In particular, we found that mycorrhizal fungi are especially prone to positively co-occur with other fungal species. Our results bring new understanding to the structure of arctic interaction networks by suggesting that interactions among root-associated fungi are predominantly positive. Peer reviewed Article in Journal/Newspaper Arctic HELDA – University of Helsinki Open Repository Arctic Molecular Ecology 29 14 2736 2746
institution Open Polar
collection HELDA – University of Helsinki Open Repository
op_collection_id ftunivhelsihelda
language English
topic Arctic
co-occurrence
endophyte
interaction network
mycorrhiza
symbiotic network
ARBUSCULAR MYCORRHIZAL FUNGI
ECTOMYCORRHIZAL FUNGI
MICROBIAL INTERACTIONS
SPECIES COOCCURRENCE
ELEVATION GRADIENT
PLANT-GROWTH
DIVERSITY
COMPETITION
ENDOPHYTES
BACTERIA
1181 Ecology
evolutionary biology
11832 Microbiology and virology
spellingShingle Arctic
co-occurrence
endophyte
interaction network
mycorrhiza
symbiotic network
ARBUSCULAR MYCORRHIZAL FUNGI
ECTOMYCORRHIZAL FUNGI
MICROBIAL INTERACTIONS
SPECIES COOCCURRENCE
ELEVATION GRADIENT
PLANT-GROWTH
DIVERSITY
COMPETITION
ENDOPHYTES
BACTERIA
1181 Ecology
evolutionary biology
11832 Microbiology and virology
Abrego, Nerea
Roslin, Tomas
Huotari, Tea
Tack, Ayco J. M.
Lindahl, Bjorn D.
Tikhonov, Gleb
Somervuo, Panu
Schmidt, Niels Martin
Ovaskainen, Otso
Accounting for environmental variation in co-occurrence modelling reveals the importance of positive interactions in root-associated fungal communities
topic_facet Arctic
co-occurrence
endophyte
interaction network
mycorrhiza
symbiotic network
ARBUSCULAR MYCORRHIZAL FUNGI
ECTOMYCORRHIZAL FUNGI
MICROBIAL INTERACTIONS
SPECIES COOCCURRENCE
ELEVATION GRADIENT
PLANT-GROWTH
DIVERSITY
COMPETITION
ENDOPHYTES
BACTERIA
1181 Ecology
evolutionary biology
11832 Microbiology and virology
description Understanding the role of interspecific interactions in shaping ecological communities is one of the central goals in community ecology. In fungal communities, measuring interspecific interactions directly is challenging because these communities are composed of large numbers of species, many of which are unculturable. An indirect way of assessing the role of interspecific interactions in determining community structure is to identify the species co-occurrences that are not constrained by environmental conditions. In this study, we investigated co-occurrences among root-associated fungi, asking whether fungi co-occur more or less strongly than expected based on the environmental conditions and the host plant species examined. We generated molecular data on root-associated fungi of five plant species evenly sampled along an elevational gradient at a high arctic site. We analysed the data using a joint species distribution modelling approach that allowed us to identify those co-occurrences that could be explained by the environmental conditions and the host plant species, as well as those co-occurrences that remained unexplained and thus more probably reflect interactive associations. Our results indicate that not only negative but also positive interactions play an important role in shaping microbial communities in arctic plant roots. In particular, we found that mycorrhizal fungi are especially prone to positively co-occur with other fungal species. Our results bring new understanding to the structure of arctic interaction networks by suggesting that interactions among root-associated fungi are predominantly positive. Peer reviewed
author2 Department of Agricultural Sciences
Research Centre for Ecological Change
Plant Production Sciences
Spatial Foodweb Ecology Group
Organismal and Evolutionary Biology Research Programme
Otso Ovaskainen / Principal Investigator
format Article in Journal/Newspaper
author Abrego, Nerea
Roslin, Tomas
Huotari, Tea
Tack, Ayco J. M.
Lindahl, Bjorn D.
Tikhonov, Gleb
Somervuo, Panu
Schmidt, Niels Martin
Ovaskainen, Otso
author_facet Abrego, Nerea
Roslin, Tomas
Huotari, Tea
Tack, Ayco J. M.
Lindahl, Bjorn D.
Tikhonov, Gleb
Somervuo, Panu
Schmidt, Niels Martin
Ovaskainen, Otso
author_sort Abrego, Nerea
title Accounting for environmental variation in co-occurrence modelling reveals the importance of positive interactions in root-associated fungal communities
title_short Accounting for environmental variation in co-occurrence modelling reveals the importance of positive interactions in root-associated fungal communities
title_full Accounting for environmental variation in co-occurrence modelling reveals the importance of positive interactions in root-associated fungal communities
title_fullStr Accounting for environmental variation in co-occurrence modelling reveals the importance of positive interactions in root-associated fungal communities
title_full_unstemmed Accounting for environmental variation in co-occurrence modelling reveals the importance of positive interactions in root-associated fungal communities
title_sort accounting for environmental variation in co-occurrence modelling reveals the importance of positive interactions in root-associated fungal communities
publisher Wiley
publishDate 2021
url http://hdl.handle.net/10138/326715
geographic Arctic
geographic_facet Arctic
genre Arctic
genre_facet Arctic
op_relation 10.1111/mec.15516
Vetenskapsradet, Grant/Award Number: 2015-03993; LUOVA graduate school of University of Helsinki; Academy of Finland, Grant/Award Number: 1273253, 250444, 276909, 285803 and 308651; Norges Forskningsrad, Grant/Award Number: 223257; Ella ja Georg Ehrnroothin Saatio
Abrego , N , Roslin , T , Huotari , T , Tack , A J M , Lindahl , B D , Tikhonov , G , Somervuo , P , Schmidt , N M & Ovaskainen , O 2020 , ' Accounting for environmental variation in co-occurrence modelling reveals the importance of positive interactions in root-associated fungal communities ' , Molecular Ecology , vol. 29 , no. 14 , pp. 2736-2746 . https://doi.org/10.1111/mec.15516
ORCID: /0000-0002-2957-4791/work/89117883
ea60ac98-c42f-4085-b0e5-d76b3ae2ee01
http://hdl.handle.net/10138/326715
000545103100001
op_rights cc_by
openAccess
info:eu-repo/semantics/openAccess
container_title Molecular Ecology
container_volume 29
container_issue 14
container_start_page 2736
op_container_end_page 2746
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