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...

Full description

Bibliographic Details
Published in:Molecular Ecology
Main Authors: Abrego, Nerea, Roslin, Tomas, Huotari, Tea, Tack, Ayco J.M., Lindahl, Björn D., Tikhonov, Gleb, Somervuo, Panu, Schmidt, Niels Martin, Ovaskainen, Otso
Other Authors: University of Helsinki, Stockholm University, Swedish University of Agricultural Sciences, Department of Computer Science, Aarhus University, Aalto-yliopisto, Aalto University
Format: Article in Journal/Newspaper
Language:English
Published: WILEY-BLACKWELL 2020
Subjects:
Online Access:https://aaltodoc.aalto.fi/handle/123456789/102891
https://doi.org/10.1111/mec.15516
id ftaaltouniv:oai:aaltodoc.aalto.fi:123456789/102891
record_format openpolar
spelling ftaaltouniv:oai:aaltodoc.aalto.fi:123456789/102891 2023-05-15T14:51:11+02:00 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, Björn D. Tikhonov, Gleb Somervuo, Panu Schmidt, Niels Martin Ovaskainen, Otso University of Helsinki Stockholm University Swedish University of Agricultural Sciences Department of Computer Science Aarhus University Aalto-yliopisto Aalto University 2020-07-01 application/pdf https://aaltodoc.aalto.fi/handle/123456789/102891 https://doi.org/10.1111/mec.15516 en eng WILEY-BLACKWELL MOLECULAR ECOLOGY Volume 29, issue 14 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 0962-1083 PURE UUID: 134eeeb9-4e02-4ee2-9308-7921cfa007e0 PURE ITEMURL: https://research.aalto.fi/en/publications/134eeeb9-4e02-4ee2-9308-7921cfa007e0 PURE LINK: http://www.scopus.com/inward/record.url?scp=85087458401&partnerID=8YFLogxK PURE FILEURL: https://research.aalto.fi/files/56594967/mec.15516.pdf https://aaltodoc.aalto.fi/handle/123456789/102891 URN:NBN:fi:aalto-202103032179 doi:10.1111/mec.15516 openAccess Arctic co-occurrence endophyte interaction network mycorrhiza symbiotic network A1 Alkuperäisartikkeli tieteellisessä aikakauslehdessä publishedVersion 2020 ftaaltouniv https://doi.org/10.1111/mec.15516 2022-12-15T19:32:12Z 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 Aalto University Publication Archive (Aaltodoc) Arctic Molecular Ecology 29 14 2736 2746
institution Open Polar
collection Aalto University Publication Archive (Aaltodoc)
op_collection_id ftaaltouniv
language English
topic Arctic
co-occurrence
endophyte
interaction network
mycorrhiza
symbiotic network
spellingShingle Arctic
co-occurrence
endophyte
interaction network
mycorrhiza
symbiotic network
Abrego, Nerea
Roslin, Tomas
Huotari, Tea
Tack, Ayco J.M.
Lindahl, Björn 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
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 University of Helsinki
Stockholm University
Swedish University of Agricultural Sciences
Department of Computer Science
Aarhus University
Aalto-yliopisto
Aalto University
format Article in Journal/Newspaper
author Abrego, Nerea
Roslin, Tomas
Huotari, Tea
Tack, Ayco J.M.
Lindahl, Björn D.
Tikhonov, Gleb
Somervuo, Panu
Schmidt, Niels Martin
Ovaskainen, Otso
author_facet Abrego, Nerea
Roslin, Tomas
Huotari, Tea
Tack, Ayco J.M.
Lindahl, Björn 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-BLACKWELL
publishDate 2020
url https://aaltodoc.aalto.fi/handle/123456789/102891
https://doi.org/10.1111/mec.15516
geographic Arctic
geographic_facet Arctic
genre Arctic
genre_facet Arctic
op_relation MOLECULAR ECOLOGY
Volume 29, issue 14
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
0962-1083
PURE UUID: 134eeeb9-4e02-4ee2-9308-7921cfa007e0
PURE ITEMURL: https://research.aalto.fi/en/publications/134eeeb9-4e02-4ee2-9308-7921cfa007e0
PURE LINK: http://www.scopus.com/inward/record.url?scp=85087458401&partnerID=8YFLogxK
PURE FILEURL: https://research.aalto.fi/files/56594967/mec.15516.pdf
https://aaltodoc.aalto.fi/handle/123456789/102891
URN:NBN:fi:aalto-202103032179
doi:10.1111/mec.15516
op_rights openAccess
op_doi https://doi.org/10.1111/mec.15516
container_title Molecular Ecology
container_volume 29
container_issue 14
container_start_page 2736
op_container_end_page 2746
_version_ 1766322244226646016