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Consistent predictors of microbial community composition across scales in grasslands reveal low context-dependency

Dajana Radujković, Sara Vicca, Margaretha van Rooyen, Peter Wilfahrt, Leslie Brown, Anke Jentsch, Kurt O. Reinhart, Charlotte Brown, Johan De Gruyter, Gerald Jurasinski, Diana Askarizadeh, Sandor Bartha, Ryan Beck, Theodore Blenkinsopp, James Cahill, Giandiego Campetella, Roberto Canullo, Stefano Chelli, Lucas Enrico, Lauchlan Fraser, Xiying Hao, Hugh A. L. Henry, Maria Hohn, Mohammad Hassan Jouri, Marian Koch, Rachael Lawrence Lodge, Frank Yonghong Li, Janice M. Lord, Patrick Milligan, Hugjiltu Minggagud, Todd Palmer, Birgit Schröder, Gábor Szabó, Tongrui Zhang, Zita Zimmermann, Erik Verbruggen
doi: https://doi.org/10.1101/2021.11.29.470306
Dajana Radujković
1University of Antwerp, Department of Biology, Plants and Ecosystems (PLECO), Universiteitsplein 1, 2610 Wilrijk, Belgium
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  • For correspondence: dajana.radujkovic@uantwerpen.be
Sara Vicca
1University of Antwerp, Department of Biology, Plants and Ecosystems (PLECO), Universiteitsplein 1, 2610 Wilrijk, Belgium
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Margaretha van Rooyen
2University of Pretoria, Department of Plant and Soil Science, Pretoria, South Africa
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Peter Wilfahrt
3University of Bayreuth, Department of Disturbance Ecology, 95447 Bayreuth, Germany
4University Minnesota, Department of Ecology, Evolution, and Behavior, Saint Paul, MN USA
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Leslie Brown
5Applied Behavioural Ecology & Ecosystem Research Unit, Dept. Environmental Sciences, University of South Africa, P/Bag X6, Florida, 1710, South Africa
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Anke Jentsch
3University of Bayreuth, Department of Disturbance Ecology, 95447 Bayreuth, Germany
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Kurt O. Reinhart
6United States Department of Agriculture- Agricultural Research Service (or USDA-ARS), Fort Keogh Livestock& Range Research Laboratory, Miles City, Montana, USA
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Charlotte Brown
7University of Alberta, Department of Biological Sciences, Edmonton, Alberta, Canada
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Johan De Gruyter
1University of Antwerp, Department of Biology, Plants and Ecosystems (PLECO), Universiteitsplein 1, 2610 Wilrijk, Belgium
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Gerald Jurasinski
8University of Rostock, Landscape Ecology, Rostock, Germany
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Diana Askarizadeh
9University of Tehran, Department of Rehabilitation of Arid and Mountainous Regions, Faculty of Natural Resources, Iran
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Sandor Bartha
10Centre for Ecological Research, Institute of Ecology and Botany, H-2163 Vácrátót, Alkotmány u. 2-4., Hungary
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Ryan Beck
11Agriculture and Agri-Food Canada, Lethbridge Research and Development Centre, Canada
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Theodore Blenkinsopp
7University of Alberta, Department of Biological Sciences, Edmonton, Alberta, Canada
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James Cahill
7University of Alberta, Department of Biological Sciences, Edmonton, Alberta, Canada
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Giandiego Campetella
12Unit of Plant Diversity and Ecosystems Management, School of Biosciences and Veterinary Medicine, University of Camerino, Via Pontoni, 5, 62032, Camerino, Italy
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Roberto Canullo
12Unit of Plant Diversity and Ecosystems Management, School of Biosciences and Veterinary Medicine, University of Camerino, Via Pontoni, 5, 62032, Camerino, Italy
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Stefano Chelli
12Unit of Plant Diversity and Ecosystems Management, School of Biosciences and Veterinary Medicine, University of Camerino, Via Pontoni, 5, 62032, Camerino, Italy
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Lucas Enrico
13Instituto Multidisciplinario de Biología Vegetal (CONICET-UNC) and FCEFyN, Universidad Nacional de Córdoba, Velez Sarsfield 1611, Córdoba, Argentina
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Lauchlan Fraser
14Thompson Rivers University, Department of Natural Resource Science, Kamloops, British Columbia, 805 TRU Way, V2C 0C8, Canada
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Xiying Hao
11Agriculture and Agri-Food Canada, Lethbridge Research and Development Centre, Canada
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Hugh A. L. Henry
15University of Western Ontario, Department of Biology, London, Ontario, Canada
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Maria Hohn
16Hungarian University of Agriculture and Life Sciences, Department of Botany, H-1118 Budapest, Menesi street 44, Hungary
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Mohammad Hassan Jouri
17Department of Natural Resources, Islamic Azad University, Nour Branch, Iran
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Marian Koch
18University of Rostock, Soil Physics, Rostock, Germany. deceased
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Rachael Lawrence Lodge
19Department of Botany - Te Tari Huaota, University of Otago, Dunedin, New Zealand
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Frank Yonghong Li
20School of Ecology and Environment, Inner Mongolia University, Hohhot, 010021 China
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Janice M. Lord
19Department of Botany - Te Tari Huaota, University of Otago, Dunedin, New Zealand
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Patrick Milligan
21University of Florida, Department of Biology, Gainesville, FL 32601 USA
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Hugjiltu Minggagud
20School of Ecology and Environment, Inner Mongolia University, Hohhot, 010021 China
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Todd Palmer
21University of Florida, Department of Biology, Gainesville, FL 32601 USA
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Birgit Schröder
8University of Rostock, Landscape Ecology, Rostock, Germany
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Gábor Szabó
22Hungarian University of Agriculture and Life Sciences, Environmental Sciences Doctoral School, H-2100 Gödöllő, Páter K. u. 1., Hungary
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Tongrui Zhang
20School of Ecology and Environment, Inner Mongolia University, Hohhot, 010021 China
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Zita Zimmermann
10Centre for Ecological Research, Institute of Ecology and Botany, H-2163 Vácrátót, Alkotmány u. 2-4., Hungary
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Erik Verbruggen
1University of Antwerp, Department of Biology, Plants and Ecosystems (PLECO), Universiteitsplein 1, 2610 Wilrijk, Belgium
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Abstract

Environmental circumstances shaping soil microbial communities have been studied extensively, but due to disparate study designs it has been difficult to resolve whether a globally consistent set of predictors exists, or context-dependency prevails. Here, we used a network of 18 grassland sites (11 sampled across regional plant productivity gradients) to examine i) if the same abiotic or biotic factors predict both large- and regional-scale patterns in bacterial and fungal community composition, and ii) if microbial community composition differs consistently with regional plant productivity (low vs high) across different sites. We found that there is high congruence between predictors of microbial community composition across spatial scales; bacteria were predominantly associated with soil properties and fungi with plant community composition. Moreover, there was a microbial community signal that clearly distinguished high and low productivity soils that was shared across worldwide distributed grasslands suggesting that microbial assemblages vary predictably depending on grassland productivity.

Competing Interest Statement

The authors have declared no competing interest.

Footnotes

  • dajana.radujkovic{at}uantwerpen.be; sara.vicca{at}uantwerpen.be; gretel.vanrooyen{at}up.ac.za; wilf0020{at}umn.edu; lrbrown{at}unisa.ac.za; anke.jentsch{at}uni-bayreuth.de; kurt.reinhart{at}ars.usda.gov; cbrown2{at}ualberta.ca; Johan.DeGruyter{at}uantwerpen.be; gerald.jurasinski{at}uni-rostock.de; d.askarizadeh{at}ut.ac.ir; bartha.sandor{at}ecolres.hu; ryan.beck{at}canada.ca; theodore.blenkinsopp{at}ualberta.ca; james.cahill{at}ualberta.ca; diego.campetella{at}unicam.it; roberto.canullo{at}unicam.it; stefano.chelli{at}unicam.it; lenrico{at}unc.edu.ar; lfraser{at}tru.ca; xiying.hao{at}canada.ca; hhenry4{at}uwo.ca; hohnmariamargit{at}gmail.com; mjouri{at}gmail.com; rachael.lawrencelodge{at}otago.ac.nz; lifyhong{at}126.com; janice.lord{at}otago.ac.nz; pmilligan{at}ufl.edu; emh529{at}126.com; tmp{at}ufl.edu; birgit.schroeder{at}uni-rostock.de; kabazit{at}gmail.com; zh4ngtongrui{at}163.com; zimmermann.zita{at}ecolres.hu; Erik.Verbruggen{at}uantwerpen.be

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Consistent predictors of microbial community composition across scales in grasslands reveal low context-dependency
Dajana Radujković, Sara Vicca, Margaretha van Rooyen, Peter Wilfahrt, Leslie Brown, Anke Jentsch, Kurt O. Reinhart, Charlotte Brown, Johan De Gruyter, Gerald Jurasinski, Diana Askarizadeh, Sandor Bartha, Ryan Beck, Theodore Blenkinsopp, James Cahill, Giandiego Campetella, Roberto Canullo, Stefano Chelli, Lucas Enrico, Lauchlan Fraser, Xiying Hao, Hugh A. L. Henry, Maria Hohn, Mohammad Hassan Jouri, Marian Koch, Rachael Lawrence Lodge, Frank Yonghong Li, Janice M. Lord, Patrick Milligan, Hugjiltu Minggagud, Todd Palmer, Birgit Schröder, Gábor Szabó, Tongrui Zhang, Zita Zimmermann, Erik Verbruggen
bioRxiv 2021.11.29.470306; doi: https://doi.org/10.1101/2021.11.29.470306
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Consistent predictors of microbial community composition across scales in grasslands reveal low context-dependency
Dajana Radujković, Sara Vicca, Margaretha van Rooyen, Peter Wilfahrt, Leslie Brown, Anke Jentsch, Kurt O. Reinhart, Charlotte Brown, Johan De Gruyter, Gerald Jurasinski, Diana Askarizadeh, Sandor Bartha, Ryan Beck, Theodore Blenkinsopp, James Cahill, Giandiego Campetella, Roberto Canullo, Stefano Chelli, Lucas Enrico, Lauchlan Fraser, Xiying Hao, Hugh A. L. Henry, Maria Hohn, Mohammad Hassan Jouri, Marian Koch, Rachael Lawrence Lodge, Frank Yonghong Li, Janice M. Lord, Patrick Milligan, Hugjiltu Minggagud, Todd Palmer, Birgit Schröder, Gábor Szabó, Tongrui Zhang, Zita Zimmermann, Erik Verbruggen
bioRxiv 2021.11.29.470306; doi: https://doi.org/10.1101/2021.11.29.470306

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