1
|
Mony C, Vannier N, Burel F, Ernoult A, Vandenkoornhuyse P. The root microlandscape of arbuscular mycorrhizal fungi. THE NEW PHYTOLOGIST 2024. [PMID: 39169593 DOI: 10.1111/nph.20048] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/13/2024] [Accepted: 07/24/2024] [Indexed: 08/23/2024]
Abstract
Understanding the drivers of assemblages of arbuscular mycorrhizal fungi (AMF) is essential to leverage the benefits of AMF for plant growth and health. Arbuscular mycorrhizal fungi are heterogeneously distributed in space even at small scale. We review the role of plant distribution in driving AMF assemblages (the passenger hypothesis), using a transposition of the conceptual framework of landscape ecology. Because rooting systems correspond to habitat patches with limited carrying capacity that differ in quality due to host-preference effects, we suggest considering plant communities as mosaics of AMF microhabitats. We review how predictions from landscape ecology apply to plant community effects on AMF, and the existing evidence that tests these predictions. Although many studies have been conducted on the effect of plant compositional heterogeneity on AMF assemblages, they mostly focused on the effect of plant richness, while only a few investigated the effect of configurational heterogeneity, plant connectivity or plant community temporal dynamics. We propose key predictions and future prospects to fill these gaps. Considering plant communities as landscapes extends the passenger hypothesis by including a spatially explicit dimension and its associated ecological processes and may help understand and manipulate AMF assemblages at small spatial scales.
Collapse
Affiliation(s)
- Cendrine Mony
- UMR 6553 ECOBIO, Université de Rennes, Avenue du Général Leclerc, 35043, Rennes Cedex, France
| | - Nathan Vannier
- UMR 1349 IGEPP, INRAE Centre Bretagne, Domaine de la Motte, BP35327, 35653, Le Rheu Cedex, France
| | - Françoise Burel
- UMR 6553 ECOBIO, Université de Rennes, Avenue du Général Leclerc, 35043, Rennes Cedex, France
| | - Aude Ernoult
- UMR 6553 ECOBIO, Université de Rennes, Avenue du Général Leclerc, 35043, Rennes Cedex, France
| | | |
Collapse
|
2
|
Guillen-Otero T, Hertel D, Quintanilla LG, Lehnert M, Schmid M, Kharazishvili D, Fawcett S, Kessler M. Comparative analysis of mycorrhizal communities associated with Struthiopteris spicant (L.) Weiss across Europe and North America. FRONTIERS IN PLANT SCIENCE 2024; 15:1402946. [PMID: 38899157 PMCID: PMC11186384 DOI: 10.3389/fpls.2024.1402946] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 03/18/2024] [Accepted: 05/20/2024] [Indexed: 06/21/2024]
Abstract
Introduction Ferns constitute the second largest group of vascular plants. Previous studies have shown that the diversity and composition of fern communities are influenced by resource availability and water stress, among other factors. However, little is known about the influence of these environmental factors on their biotic interactions, especially regarding the relationship between mycorrhizal fungi and ferns. The present study compares the mycorrhizal communities associated with 36 populations of Struthiopteris spicant L. Weiss across Europe and North America. This species exhibits a great tolerance to variations in light, nutrient, and pH conditions, and it can survive with and without mycorrhizae. Methods With the aim of determining which environmental factors impact the composition and abundance of the root-associated fungal communities in this species, we used an ITS-focused metabarcoding approach to identify the mycorrhizal fungi present and analyzed the influence of climatic and edaphic variables at global and regional scales. Results and discussion We encountered striking differences in the relative abundance of arbuscular mycorrhizal fungi (AMF) between S. spicant populations at both spatial levels. We recorded a total of 902 fungal ASVs, but only 2- 4% of the total fungal diversity was observed in each individual, revealing that each fern had a unique fungal community. Light availability and the interactive action of pH and soil nitrogen concentration showed a positive influence on AMF relative abundance, explaining 89% of the variance. However, environmental factors could only explain 4- 8% of the variability in AMF community composition, indicating that it might be determined by stochastic processes. These results support the hypothesis that ferns may be more independent of mycorrhization than other plant groups and interact with fungi in a more opportunistic manner.
Collapse
Affiliation(s)
- Thais Guillen-Otero
- Department of Systematic and Evolutionary Botany, University of Zurich, Zurich, Switzerland
| | - Dietrich Hertel
- Albrecht von Haller Institute for Plant Sciences, University of Goettingen, Goettingen, Germany
| | - Luis G. Quintanilla
- School of Environmental Sciences and Technology, University Rey Juan Carlos, Móstoles, Spain
| | - Marcus Lehnert
- Geobotany and Botanical Garden Area, Herbarium, Martin-Luther-University Halle-Wittenberg, Halle, Germany
| | - Mattia Schmid
- Department of Systematic and Evolutionary Botany, University of Zurich, Zurich, Switzerland
| | - Davit Kharazishvili
- Deputy Director of Research management of the Batumi Botanical Garden, Batumi, Georgia
| | - Susan Fawcett
- University and Jepson Herbaria, University of California, Berkeley, Berkeley, United States
| | - Michael Kessler
- Department of Systematic and Evolutionary Botany, University of Zurich, Zurich, Switzerland
| |
Collapse
|
3
|
Carteron A, Cantera I, Guerrieri A, Marta S, Bonin A, Ambrosini R, Anthelme F, Azzoni RS, Almond P, Alviz Gazitúa P, Cauvy-Fraunié S, Ceballos Lievano JL, Chand P, Chand Sharma M, Clague JJ, Cochachín Rapre JA, Compostella C, Cruz Encarnación R, Dangles O, Eger A, Erokhin S, Franzetti A, Gielly L, Gili F, Gobbi M, Hågvar S, Khedim N, Meneses RI, Peyre G, Pittino F, Rabatel A, Urseitova N, Yang Y, Zaginaev V, Zerboni A, Zimmer A, Taberlet P, Diolaiuti GA, Poulenard J, Thuiller W, Caccianiga M, Ficetola GF. Dynamics and drivers of mycorrhizal fungi after glacier retreat. THE NEW PHYTOLOGIST 2024; 242:1739-1752. [PMID: 38581206 DOI: 10.1111/nph.19682] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/31/2023] [Accepted: 12/17/2023] [Indexed: 04/08/2024]
Abstract
The development of terrestrial ecosystems depends greatly on plant mutualists such as mycorrhizal fungi. The global retreat of glaciers exposes nutrient-poor substrates in extreme environments and provides a unique opportunity to study early successions of mycorrhizal fungi by assessing their dynamics and drivers. We combined environmental DNA metabarcoding and measurements of local conditions to assess the succession of mycorrhizal communities during soil development in 46 glacier forelands around the globe, testing whether dynamics and drivers differ between mycorrhizal types. Mycorrhizal fungi colonized deglaciated areas very quickly (< 10 yr), with arbuscular mycorrhizal fungi tending to become more diverse through time compared to ectomycorrhizal fungi. Both alpha- and beta-diversity of arbuscular mycorrhizal fungi were significantly related to time since glacier retreat and plant communities, while microclimate and primary productivity were more important for ectomycorrhizal fungi. The richness and composition of mycorrhizal communities were also significantly explained by soil chemistry, highlighting the importance of microhabitat for community dynamics. The acceleration of ice melt and the modifications of microclimate forecasted by climate change scenarios are expected to impact the diversity of mycorrhizal partners. These changes could alter the interactions underlying biotic colonization and belowground-aboveground linkages, with multifaceted impacts on soil development and associated ecological processes.
Collapse
Affiliation(s)
- Alexis Carteron
- Dipartimento di Scienze e Politiche Ambientali, Università degli Studi di Milano, Via Celoria 10, 20133, Milano, Italy
- Université de Toulouse, Ecole d'Ingénieurs de PURPAN, UMR INRAE-INPT DYNAFOR, Toulouse, 31076, France
| | - Isabel Cantera
- Dipartimento di Scienze e Politiche Ambientali, Università degli Studi di Milano, Via Celoria 10, 20133, Milano, Italy
| | - Alessia Guerrieri
- Dipartimento di Scienze e Politiche Ambientali, Università degli Studi di Milano, Via Celoria 10, 20133, Milano, Italy
- Argaly, Bâtiment CleanSpace, 354 Voie Magellan, 73800, Sainte-Hélène-du-Lac, France
| | - Silvio Marta
- Dipartimento di Scienze e Politiche Ambientali, Università degli Studi di Milano, Via Celoria 10, 20133, Milano, Italy
- Institute of Geosciences and Earth Resources, CNR, Via Moruzzi 1, 56124, Pisa, Italy
| | - Aurélie Bonin
- Dipartimento di Scienze e Politiche Ambientali, Università degli Studi di Milano, Via Celoria 10, 20133, Milano, Italy
- Argaly, Bâtiment CleanSpace, 354 Voie Magellan, 73800, Sainte-Hélène-du-Lac, France
| | - Roberto Ambrosini
- Dipartimento di Scienze e Politiche Ambientali, Università degli Studi di Milano, Via Celoria 10, 20133, Milano, Italy
| | - Fabien Anthelme
- AMAP, Univ Montpellier, IRD, CIRAD, CNRS, INRAE, Montpellier, 34398, France
| | - Roberto Sergio Azzoni
- Dipartimento di Scienze della Terra 'Ardito Desio', Università degli Studi di Milano, Via L. Mangiagalli 34, 20133, Milano, Italy
| | - Peter Almond
- Department of Soil and Physical Sciences, Lincoln University, Lincoln, 7647, New Zealand
| | - Pablo Alviz Gazitúa
- Departamento de Ciencias Biológicas y Biodiversidad, Universidad de Los Lagos, CW76+76, Osorno, Chile
| | | | | | - Pritam Chand
- Department of Geography, School of Environment and Earth Sciences, Central University of Punjab, VPO-Ghudda, Bathinda, 151401, Punjab, India
| | - Milap Chand Sharma
- Centre for the Study of Regional Development - School of Social Sciences, Jawaharlal Nehru University, New Mehrauli Road, 110067, New Delhi, India
| | - John J Clague
- Department of Earth Sciences, Simon Fraser University, 8888 University Drive, Burnaby, BC, V5A 1S6, Canada
| | | | - Chiara Compostella
- Dipartimento di Scienze della Terra 'Ardito Desio', Università degli Studi di Milano, Via L. Mangiagalli 34, 20133, Milano, Italy
| | | | - Olivier Dangles
- CEFE, Univ Montpellier, CNRS, EPHE, IRD, Univ Paul Valéry Montpellier 3, 34090, Montpellier, France
| | - Andre Eger
- Mannaki Whenua - Landcare Research, Soils and Landscapes, 54 Gerald St., Lincoln, 7608, New Zealand
| | - Sergey Erokhin
- Institute of Water Problems and Hydro-Energy, Kyrgyz National Academy of Sciences, Frunze, 533, 720033, Bishkek, Kyrgyzstan
| | - Andrea Franzetti
- Department of Earth and Environmental Sciences (DISAT), University of Milano-Bicocca, 20126, Milano, Italy
| | - Ludovic Gielly
- Université Grenoble Alpes, Université Savoie Mont Blanc, CNRS, LECA, F-38000, Grenoble, France
| | - Fabrizio Gili
- Dipartimento di Scienze e Politiche Ambientali, Università degli Studi di Milano, Via Celoria 10, 20133, Milano, Italy
- Department of Life Sciences and Systems Biology, University of Turin, Via Accademia Albertina 13, 10123, Turin, Italy
| | - Mauro Gobbi
- Research and Museum Collections Office, Climate and Ecology Unit, MUSE-Science Museum, Corso del Lavoro e della Scienza, 3, 38122, Trento, Italy
| | - Sigmund Hågvar
- Faculty of Environmental Sciences and Natural Resource Management (INA), Norwegian University of Life Sciences, Universitetstunet 3, 1433, Ås, Norway
- UiT - The Arctic University of Norway, Tromsø Museum, Tromsø, 9006, Norway
| | - Norine Khedim
- Université Savoie Mont Blanc, Université Grenoble Alpes, EDYTEM, F-73000, Chambéry, France
| | - Rosa Isela Meneses
- Herbario Nacional de Bolivia: La Paz, FW6J+RP2, La Paz, Bolivia
- Universidad Católica del Norte, 8HCR+94, Antofagasta, Chile
| | - Gwendolyn Peyre
- Department of Civil and Environmental Engineering, University of the Andes, 111711, Bogotá, Colombia
| | - Francesca Pittino
- Department of Earth and Environmental Sciences (DISAT), University of Milano-Bicocca, 20126, Milano, Italy
- Swiss Federal Institute for Forest, Snow and Landscape Research, Zürcherstrasse 111, 8903, Birmensdorf, Switzerland
| | - Antoine Rabatel
- Université Grenoble Alpes, CNRS, IRD, INRAE, Grenoble-INP, Institut des Géosciences de l'Environnement (IGE, UMR 5001), F-38000, Grenoble, France
| | - Nurai Urseitova
- Institute of Water Problems and Hydro-Energy, Kyrgyz National Academy of Sciences, Frunze, 533, 720033, Bishkek, Kyrgyzstan
| | - Yan Yang
- Institute of Mountain Hazards and Environment, Chinese Academy of Sciences, Chengdu, 610041, China
| | - Vitalii Zaginaev
- Mountain Societies Research Institute, University of Central Asia, Toktogula 125/1, 720001, Bishkek, Kyrgyzstan
| | - Andrea Zerboni
- Dipartimento di Scienze della Terra 'Ardito Desio', Università degli Studi di Milano, Via L. Mangiagalli 34, 20133, Milano, Italy
| | - Anaïs Zimmer
- Department of Geography and the Environment, University of Texas at Austin, Austin, TX, 78712, USA
| | - Pierre Taberlet
- Université Grenoble Alpes, Université Savoie Mont Blanc, CNRS, LECA, F-38000, Grenoble, France
- UiT - The Arctic University of Norway, Tromsø Museum, Tromsø, 9006, Norway
| | - Guglielmina Adele Diolaiuti
- Dipartimento di Scienze e Politiche Ambientali, Università degli Studi di Milano, Via Celoria 10, 20133, Milano, Italy
| | - Jerome Poulenard
- Université Savoie Mont Blanc, Université Grenoble Alpes, EDYTEM, F-73000, Chambéry, France
| | - Wilfried Thuiller
- Université Grenoble Alpes, Université Savoie Mont Blanc, CNRS, LECA, F-38000, Grenoble, France
| | - Marco Caccianiga
- Dipartimento di Bioscienze, Universitá degli Studi di Milano, Via Celoria 26, 20133, Milano, Italy
| | - Gentile Francesco Ficetola
- Dipartimento di Scienze e Politiche Ambientali, Università degli Studi di Milano, Via Celoria 10, 20133, Milano, Italy
- Université Grenoble Alpes, Université Savoie Mont Blanc, CNRS, LECA, F-38000, Grenoble, France
| |
Collapse
|
4
|
Muwawa EM, Makonde HM, Obieze CC, de Oliveira IG, Jefwa JM, Kahindi JHP, Khasa DP. Diversity and assembly patterns of mangrove rhizosphere mycobiome along the Coast of Gazi Bay and Mida Creek in Kenya. PLoS One 2024; 19:e0298237. [PMID: 38635689 PMCID: PMC11025898 DOI: 10.1371/journal.pone.0298237] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2022] [Accepted: 01/19/2024] [Indexed: 04/20/2024] Open
Abstract
Fungi are among key actors in the biogeochemical processes occurring in mangrove ecosystems. In this study, we investigated the changes of fungal communities in selected mangrove species by exploring differences in diversity, structure and the degree of ecological rearrangement occurring within the rhizospheres of four mangrove species (Sonneratia alba, Rhizophora mucronata, Ceriops tagal and Avicennia marina) at Gazi Bay and Mida Creek in Kenya. Alpha diversity investigation revealed that there were no significant differences in species diversity between the same mangrove species in the different sites. Rather, significant differences were observed in fungal richness for some of the mangrove species. Chemical parameters of the mangrove sediment significantly correlated with fungal alpha diversity and inversely with richness. The fungal community structure was significantly differentiated by mangrove species, geographical location and chemical parameters. Taxonomic analysis revealed that 96% of the amplicon sequence variants belonged to the Phylum Ascomycota, followed by Basidiomycota (3%). Predictive FUNGuild and co-occurrence network analysis revealed that the fungal communities in Gazi Bay were metabolically more diverse compared to those of Mida Creek. Overall, our results demonstrate that anthropogenic activities influenced fungal richness, community assembly and their potential ecological functions in the mangrove ecosystems investigated.
Collapse
Affiliation(s)
- Edith M. Muwawa
- Department of Biological Sciences, Pwani University, Kilifi, Kenya
- Centre for Forest Research and Institute for Systems and Integrative Biology, Université Laval, Québec, QC, Canada
| | - Huxley M. Makonde
- Department of Pure & Applied Sciences, Technical University of Mombasa, Mombasa, Kenya
| | - Chinedu C. Obieze
- Centre for Forest Research and Institute for Systems and Integrative Biology, Université Laval, Québec, QC, Canada
| | - Isabelle G. de Oliveira
- Laboratory of Mycorrhizal Associations, Department of Microbiology/BIOAGRO, Universidade Federal de Vicosa, Vicosa-MG, Brazil
| | - Joyce M. Jefwa
- Department of Biological Sciences, Pwani University, Kilifi, Kenya
| | | | - Damase P. Khasa
- Centre for Forest Research and Institute for Systems and Integrative Biology, Université Laval, Québec, QC, Canada
| |
Collapse
|
5
|
Djotan AKG, Matsushita N, Fukuda K. Year-round dynamics of arbuscular mycorrhizal fungi communities in the roots and surrounding soils of Cryptomeria japonica. MYCORRHIZA 2024; 34:119-130. [PMID: 38509266 PMCID: PMC10998819 DOI: 10.1007/s00572-024-01143-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/23/2023] [Accepted: 03/07/2024] [Indexed: 03/22/2024]
Abstract
Arbuscular mycorrhizal fungi (AMF) live simultaneously inside and outside of host plant roots for a functional mycorrhizal symbiosis. Still, the year-round dynamics and relationships between soil properties and AMF communities of trees in forest ecosystems remain unclear. We collected paired root and soil samples of the same Cryptomeria japonica trees at two forest sites (five trees at each site) every 2 months over a year. Total DNA was extracted from roots and soil separately and soil physicochemical properties were measured. With Illumina's next-generation amplicon sequencing targeting the small subunit of fungal ribosomal DNA, we clarified seasonal dynamics of soil properties and AMF communities. Soil pH and total phosphorus showed significant seasonality while total carbon, nitrogen, and C/N did not. Only pH was a good predictor of the composition and dynamics of the AMF community. The total AMF community (roots + soil) showed significant seasonality because of variation from May to September. Root and soil AMF communities were steady year-round, however, with similar species richness but contained significantly different AMF assemblages in any sampling month. Despite the weak seasonality in the communities, the top two dominant OTUs showed significant but different shifts between roots and soils across seasons with strong antagonistic relationships. In conclusion, few dominant AMF taxa are dynamically shifting between the roots and soils of C. japonica to respond to seasonal and phenological variations in their microhabitats. AMF inhabiting forest ecosystems may have high environmental plasticity to sustain a functional symbiosis regardless of seasonal variations that occur in the soil.
Collapse
Affiliation(s)
- Akotchiffor Kevin Geoffroy Djotan
- Graduate School of Agricultural and Life Sciences (Laboratory of Forest Botany), University of Tokyo, 1-1-1, Yayoi, Bunkyo, Tokyo, 113-8657, Japan.
| | - Norihisa Matsushita
- Graduate School of Agricultural and Life Sciences (Laboratory of Forest Botany), University of Tokyo, 1-1-1, Yayoi, Bunkyo, Tokyo, 113-8657, Japan
| | - Kenji Fukuda
- Graduate School of Agricultural and Life Sciences (Laboratory of Forest Botany), University of Tokyo, 1-1-1, Yayoi, Bunkyo, Tokyo, 113-8657, Japan
| |
Collapse
|
6
|
Feng Z, Li N, Deng Y, Yu Y, Gao Q, Wang J, Chen S, Xing R. Biogeography and assembly processes of abundant and rare soil microbial taxa in the southern part of the Qilian Mountain National Park, China. Ecol Evol 2024; 14:e11001. [PMID: 38352203 PMCID: PMC10862184 DOI: 10.1002/ece3.11001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2023] [Revised: 01/08/2024] [Accepted: 01/24/2024] [Indexed: 02/16/2024] Open
Abstract
Soil microorganisms play vital roles in regulating multiple ecosystem functions. Recent studies have revealed that the rare microbial taxa (with extremely low relative abundances, which are still largely ignored) are also crucial in maintaining the health and biodiversity of the soil and may respond differently to environmental pressure. However, little is known about the soil community structures of abundant and rare taxa and their assembly processes in different soil layers on the Qinghai-Tibet Plateau (QTP). The present study investigated the community structure and assembly processes of soil abundant and rare microbial taxa on the northeastern edge of the QTP. Soil microbial abundance was defined by abundant taxa, whereas rare taxa contributed to soil microbial diversity. The results of null model show that the stochastic process ruled the assembly processes of all sub-communities. Dispersal limitation contributed more to the assembly of abundant microbial taxa in the different soil layers. In contrast, drift played a more critical role in the assembly processes of the rare microbial taxa. In addition, in contrast to previous studies, the abundant taxa played more important roles in co-occurrence networks, most likely because of the heterogeneity of the soil, the sparsity of amplicon sequencing, the sampling strategy, and the limited samples in the present study. The results of this study improve our understanding of soil microbiome assemblies on the QTP and highlight the role of abundant taxa in sustaining the stability of microbial co-occurrence networks in different soil layers.
Collapse
Affiliation(s)
- Zhilin Feng
- Northwest Institute of Plateau BiologyChinese Academy of SciencesXiningQinghaiChina
- College of Life ScienceUniversity of Chinese Academy of SciencesBeijingChina
| | - Na Li
- Northwest Institute of Plateau BiologyChinese Academy of SciencesXiningQinghaiChina
- College of Life ScienceUniversity of Chinese Academy of SciencesBeijingChina
| | - Yanfang Deng
- Service Center of Qilian Mountain National Park in Qinghai ProvinceXiningQinghaiChina
| | - Yao Yu
- Service Center of Qilian Mountain National Park in Qinghai ProvinceXiningQinghaiChina
| | - Qingbo Gao
- Northwest Institute of Plateau BiologyChinese Academy of SciencesXiningQinghaiChina
- Qinghai Provincial Key Laboratory of Crop Molecular BreedingXiningQinghaiChina
| | - Jiuli Wang
- Qinghai Nationalities UniversityXiningQinghaiChina
| | - Shi‐long Chen
- Northwest Institute of Plateau BiologyChinese Academy of SciencesXiningQinghaiChina
- Qinghai Provincial Key Laboratory of Crop Molecular BreedingXiningQinghaiChina
| | - Rui Xing
- Northwest Institute of Plateau BiologyChinese Academy of SciencesXiningQinghaiChina
- Qinghai Provincial Key Laboratory of Crop Molecular BreedingXiningQinghaiChina
| |
Collapse
|
7
|
He H, Zhou J, Wang Y, Jiao S, Qian X, Liu Y, Liu J, Chen J, Delgado-Baquerizo M, Brangarí AC, Chen L, Cui Y, Pan H, Tian R, Liang Y, Tan W, Ochoa-Hueso R, Fang L. Deciphering microbiomes dozens of meters under our feet and their edaphoclimatic and spatial drivers. GLOBAL CHANGE BIOLOGY 2024; 30:e17028. [PMID: 37955302 DOI: 10.1111/gcb.17028] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/15/2023] [Revised: 10/24/2023] [Accepted: 10/26/2023] [Indexed: 11/14/2023]
Abstract
Microbes inhabiting deep soil layers are known to be different from their counterpart in topsoil yet remain under investigation in terms of their structure, function, and how their diversity is shaped. The microbiome of deep soils (>1 m) is expected to be relatively stable and highly independent from climatic conditions. Much less is known, however, on how these microbial communities vary along climate gradients. Here, we used amplicon sequencing to investigate bacteria, archaea, and fungi along fifteen 18-m depth profiles at 20-50-cm intervals across contrasting aridity conditions in semi-arid forest ecosystems of China's Loess Plateau. Our results showed that bacterial and fungal α diversity and bacterial and archaeal community similarity declined dramatically in topsoil and remained relatively stable in deep soil. Nevertheless, deep soil microbiome still showed the functional potential of N cycling, plant-derived organic matter degradation, resource exchange, and water coordination. The deep soil microbiome had closer taxa-taxa and bacteria-fungi associations and more influence of dispersal limitation than topsoil microbiome. Geographic distance was more influential in deep soil bacteria and archaea than in topsoil. We further showed that aridity was negatively correlated with deep-soil archaeal and fungal richness, archaeal community similarity, relative abundance of plant saprotroph, and bacteria-fungi associations, but increased the relative abundance of aerobic ammonia oxidation, manganese oxidation, and arbuscular mycorrhizal in the deep soils. Root depth, complexity, soil volumetric moisture, and clay play bridging roles in the indirect effects of aridity on microbes in deep soils. Our work indicates that, even microbial communities and nutrient cycling in deep soil are susceptible to changes in water availability, with consequences for understanding the sustainability of dryland ecosystems and the whole-soil in response to aridification. Moreover, we propose that neglecting soil depth may underestimate the role of soil moisture in dryland ecosystems under future climate scenarios.
Collapse
Affiliation(s)
- Haoran He
- College of Natural Resources and Environment, Northwest A&F University, Yangling, China
- State Key Laboratory of Soil Erosion and Dryland Farming on the Loess Plateau, Northwest A&F University, Yangling, Shaanxi, China
| | - Jingxiong Zhou
- State Key Laboratory of Loess and Quaternary Geology, Institute of Earth Environment, Chinese Academy of Sciences, Xi'an, China
| | - Yunqiang Wang
- State Key Laboratory of Loess and Quaternary Geology, Institute of Earth Environment, Chinese Academy of Sciences, Xi'an, China
- Department of Earth and Environmental Sciences, Xi'an Jiaotong University, Xi'an, Shaanxi, China
| | - Shuo Jiao
- State Key Laboratory of Crop Stress Biology in Arid Areas, Shaanxi Key Laboratory of Agricultural and Environmental Microbiology, College of Life Sciences, Northwest A&F University, Yangling, Shaanxi, China
| | - Xun Qian
- College of Natural Resources and Environment, Northwest A&F University, Yangling, China
| | - Yurong Liu
- State Key Laboratory of Agricultural Microbiology, Huazhong Agricultural University, Wuhan, China
| | - Ji Liu
- Hubei Province Key Laboratory for Geographical Process Analysis and Simulation, Central China Normal University, Wuhan, China
| | - Ji Chen
- State Key Laboratory of Loess and Quaternary Geology, Institute of Earth Environment, Chinese Academy of Sciences, Xi'an, China
- Department of Agroecology, Aarhus University, Tjele, Denmark
| | - Manuel Delgado-Baquerizo
- Laboratorio de Biodiversidad y Funcionamiento Ecosistémico, Instituto de Recursos Naturales y Agrobiología de Sevilla (IRNAS), CSIC, Sevilla, Spain
| | - Albert C Brangarí
- Institute for Physical Geography and Ecosystem Science, Lund University, Lund, Sweden
| | - Li Chen
- College of Natural Resources and Environment, Northwest A&F University, Yangling, China
- State Key Laboratory of Soil Erosion and Dryland Farming on the Loess Plateau, Northwest A&F University, Yangling, Shaanxi, China
| | - Yongxing Cui
- Sino-French Institute for Earth System Science, College of Urban and Environmental Sciences, Peking University, Beijing, China
| | - Haibo Pan
- State Key Laboratory of Crop Stress Biology in Arid Areas, Shaanxi Key Laboratory of Agricultural and Environmental Microbiology, College of Life Sciences, Northwest A&F University, Yangling, Shaanxi, China
| | - Renmao Tian
- Institute for Food Safety and Health (IFSH), Illinois Institute of Technology, Bedford Park, Illinois, USA
| | - Yuting Liang
- State Key Laboratory of Soil and Sustainable Agriculture, Institute of Soil Science, Chinese Academy of Sciences, Nanjing, China
| | - Wenfeng Tan
- State Environmental Protection Key Laboratory of Soil Health and Green Remediation, College of Resources and Environment, Huazhong Agricultural University, Wuhan, China
| | - Raúl Ochoa-Hueso
- Department of Biology, IVAGRO, University of Cádiz, Campus de Excelencia Internacional Agroalimentario (CeiA3), Campus del Rio San Pedro, Cádiz, Spain
| | - Linchuan Fang
- College of Natural Resources and Environment, Northwest A&F University, Yangling, China
- State Key Laboratory of Soil Erosion and Dryland Farming on the Loess Plateau, Northwest A&F University, Yangling, Shaanxi, China
- Key Laboratory of Green Utilization of Critical Non-Metallic Mineral Resources, Ministry of Education, Wuhan University of Technology, Wuhan, China
| |
Collapse
|
8
|
Guerrieri A, Carteron A, Bonin A, Marta S, Ambrosini R, Caccianiga M, Cantera I, Compostella C, Diolaiuti G, Fontaneto D, Gielly L, Gili F, Gobbi M, Poulenard J, Taberlet P, Zerboni A, Thuiller W, Ficetola GF. Metabarcoding data reveal vertical multitaxa variation in topsoil communities during the colonization of deglaciated forelands. Mol Ecol 2023; 32:6304-6319. [PMID: 35997629 DOI: 10.1111/mec.16669] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2021] [Revised: 07/21/2022] [Accepted: 08/15/2022] [Indexed: 11/27/2022]
Abstract
Ice-free areas are expanding worldwide due to dramatic glacier shrinkage and are undergoing rapid colonization by multiple lifeforms, thus representing key environments to study ecosystem development. It has been proposed that the colonization dynamics of deglaciated terrains is different between surface and deep soils but that the heterogeneity between communities inhabiting surface and deep soils decreases through time. Nevertheless, tests of this hypothesis remain scarce, and it is unclear whether patterns are consistent among different taxonomic groups. Here, we used environmental DNA metabarcoding to test whether community diversity and composition of six groups (Eukaryota, Bacteria, Mycota, Collembola, Insecta, and Oligochaeta) differ between the surface (0-5 cm) and deeper (7.5-20 cm) soil at different stages of development and across five Alpine glaciers. Taxonomic diversity increased with time since glacier retreat and with soil evolution. The pattern was consistent across groups and soil depths. For Eukaryota and Mycota, alpha-diversity was highest at the surface. Time since glacier retreat explained more variation of community composition than depth. Beta-diversity between surface and deep layers decreased with time since glacier retreat, supporting the hypothesis that the first 20 cm of soil tends to homogenize through time. Several molecular operational taxonomic units of bacteria and fungi were significant indicators of specific depths and/or soil development stages, confirming the strong functional variation of microbial communities through time and depth. The complexity of community patterns highlights the importance of integrating information from multiple taxonomic groups to unravel community variation in response to ongoing global changes.
Collapse
Affiliation(s)
- Alessia Guerrieri
- Department of Environmental Science and Policy, Università degli Studi di Milano, Milan, Italy
| | - Alexis Carteron
- Department of Environmental Science and Policy, Università degli Studi di Milano, Milan, Italy
| | - Aurélie Bonin
- Department of Environmental Science and Policy, Università degli Studi di Milano, Milan, Italy
- Argaly, Bâtiment CleanSpace, Sainte-Hélène-du-Lac, France
| | - Silvio Marta
- Department of Environmental Science and Policy, Università degli Studi di Milano, Milan, Italy
| | - Roberto Ambrosini
- Department of Environmental Science and Policy, Università degli Studi di Milano, Milan, Italy
| | - Marco Caccianiga
- Department of Environmental Science and Policy, Università degli Studi di Milano, Milan, Italy
| | - Isabel Cantera
- Department of Environmental Science and Policy, Università degli Studi di Milano, Milan, Italy
| | - Chiara Compostella
- Department of Earth Sciences, "A. Desio," Università degli Studi di Milano, Milan, Italy
| | - Guglielmina Diolaiuti
- Department of Environmental Science and Policy, Università degli Studi di Milano, Milan, Italy
| | | | - Ludovic Gielly
- Univ. Grenoble Alpes, CNRS, Univ. Savoie Mont Blanc, LECA, Laboratoire d'Ecologie Alpine, Grenoble, France
| | - Fabrizio Gili
- Department of Environmental Science and Policy, Università degli Studi di Milano, Milan, Italy
| | - Mauro Gobbi
- Research & Museum Collections Office, Climate and Ecology Unit, MUSE-Science Museum, Trento, Italy
| | | | - Pierre Taberlet
- Univ. Grenoble Alpes, CNRS, Univ. Savoie Mont Blanc, LECA, Laboratoire d'Ecologie Alpine, Grenoble, France
- UiT - The Arctic University of Norway, Tromsø Museum, Tromsø, Norway
| | - Andrea Zerboni
- Department of Earth Sciences, "A. Desio," Università degli Studi di Milano, Milan, Italy
| | - Wilfried Thuiller
- Univ. Grenoble Alpes, CNRS, Univ. Savoie Mont Blanc, LECA, Laboratoire d'Ecologie Alpine, Grenoble, France
| | - Gentile Francesco Ficetola
- Department of Environmental Science and Policy, Università degli Studi di Milano, Milan, Italy
- Univ. Grenoble Alpes, CNRS, Univ. Savoie Mont Blanc, LECA, Laboratoire d'Ecologie Alpine, Grenoble, France
| |
Collapse
|
9
|
Faticov M, Abdelfattah A, Hambäck P, Roslin T, Tack AJM. Different spatial structure of plant-associated fungal communities above- and belowground. Ecol Evol 2023; 13:e10065. [PMID: 37223309 PMCID: PMC10200691 DOI: 10.1002/ece3.10065] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2022] [Accepted: 04/22/2023] [Indexed: 05/25/2023] Open
Abstract
The distribution and community assembly of above- and belowground microbial communities associated with individual plants remain poorly understood, despite its consequences for plant-microbe interactions and plant health. Depending on how microbial communities are structured, we can expect different effects of the microbial community on the health of individual plants and on ecosystem processes. Importantly, the relative role of different factors will likely differ with the scale examined. Here, we address the driving factors at a landscape level, where each individual unit (oak trees) is accessible to a joint species pool. This allowed to quantify the relative effect of environmental factors and dispersal on the distribution of two types of fungal communities: those associated with the leaves and those associated with the soil of Quercus robur trees in a landscape in southwestern Finland. Within each community type, we compared the role of microclimatic, phenological, and spatial variables, and across community types, we examined the degree of association between the respective communities. Most of the variation in the foliar fungal community was found within trees, whereas soil fungal community composition showed positive spatial autocorrelation up to 50 m. Microclimate, tree phenology, and tree spatial connectivity explained little variation in the foliar and soil fungal communities. Foliar and soil fungal communities differed strongly in community structure, with no significant concordance detected between them. We provide evidence that foliar and soil fungal communities assemble independent of each other and are structured by different ecological processes.
Collapse
Affiliation(s)
- Maria Faticov
- Department of Ecology, Environment and Plant SciencesStockholm UniversityStockholmSweden
- Département de biologieUniversité de SherbrookeSherbrookeQuebecCanada
| | - Ahmed Abdelfattah
- Leibniz Institute of Agricultural Engineering and Bio‐economyPotsdamGermany
| | - Peter Hambäck
- Department of Ecology, Environment and Plant SciencesStockholm UniversityStockholmSweden
| | - Tomas Roslin
- Department of EcologySwedish University of Agricultural SciencesUppsalaSweden
| | - Ayco J. M. Tack
- Department of Ecology, Environment and Plant SciencesStockholm UniversityStockholmSweden
| |
Collapse
|
10
|
Liu H, Jacquemyn H, Yu S, Chen W, He X, Huang Y. Mycorrhizal diversity and community composition in co-occurring Cypripedium species. MYCORRHIZA 2023; 33:107-118. [PMID: 36396734 DOI: 10.1007/s00572-022-01095-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/29/2022] [Accepted: 10/27/2022] [Indexed: 06/16/2023]
Abstract
Orchids commonly rely on mycorrhizal fungi to obtain the necessary resources for seed germination and growth. Whereas most photosynthetic orchids typically associate with so-called rhizoctonia fungi to complete their life cycle, there is increasing evidence that other fungi may be involved as well and that the mycorrhizal communities associated with orchids may be more diverse. Coexisting orchid species also tend to associate with different fungi to reduce competition for similar resources and to increase long-term population viability. However, few studies have related the mycorrhizal communities in the rhizosphere to communities found in the roots of closely related coexisting orchid species. In this study, we used high-throughput sequencing to investigate the diversity and community composition of orchid mycorrhizal fungi in the roots and the rhizosphere of four Cypripedium species growing in forests in Northeast China. The results showed that the investigated Cypripedium species associated with a wide variety of fungi including members of Tulasnellaceae, Psathyrellaceae, and Herpotrichiellaceae, whereas members of Russulaceae, Cortinariaceae, Thelephoraceae, and Herpotrichiellaceae showed high abundance in rhizosphere soils. The diversity of fungi detected in the rhizosphere soil was much higher than that in the roots. The observed variation in fungal communities in Cypripedium roots was not related to forest site or orchid species. On the other hand, variation in mycorrhizal communities of rhizosphere soil was significantly related to sampling site. These results indicate that orchid mycorrhizal communities in the rhizosphere display considerable variation among sites and that orchids use only a subset of the locally available fungi. Future studies focusing on the fine-scale spatial distribution of orchid mycorrhizal fungi and more detailed assessments of local environmental conditions will provide novel insights into the mechanisms explaining variation of fungal communities in both orchid roots and the rhizosphere.
Collapse
Affiliation(s)
- Huanchu Liu
- Lushan Botanical Garden, Jiangxi Province and Chinese Academy of Sciences, Jiangxi, 332900, China
- Institute of Applied Ecology, Chinese Academy of Sciences, Shenyang, 110016, China
- Department of Biology, Plant Conservation and Population Biology, KU Leuven, Leuven, B-3001, Belgium
| | - Hans Jacquemyn
- Department of Biology, Plant Conservation and Population Biology, KU Leuven, Leuven, B-3001, Belgium
| | - Shuai Yu
- Institute of Applied Ecology, Chinese Academy of Sciences, Shenyang, 110016, China
- Shenyang Arboretum, Chinese Academy of Sciences, Shenyang, 110016, China
| | - Wei Chen
- Institute of Applied Ecology, Chinese Academy of Sciences, Shenyang, 110016, China.
- Shenyang Arboretum, Chinese Academy of Sciences, Shenyang, 110016, China.
- Key Laboratory of Forest Ecology and Management, Chinese Academy of Sciences, Shenyang, 110016, China.
| | - Xingyuan He
- Institute of Applied Ecology, Chinese Academy of Sciences, Shenyang, 110016, China
- Shenyang Arboretum, Chinese Academy of Sciences, Shenyang, 110016, China
- Key Laboratory of Forest Ecology and Management, Chinese Academy of Sciences, Shenyang, 110016, China
| | - Yanqing Huang
- Institute of Applied Ecology, Chinese Academy of Sciences, Shenyang, 110016, China
- Shenyang Arboretum, Chinese Academy of Sciences, Shenyang, 110016, China
| |
Collapse
|
11
|
Wang M, Wang C, Yu Z, Wang H, Wu C, Masoudi A, Liu J. Fungal diversities and community assembly processes show different biogeographical patterns in forest and grassland soil ecosystems. Front Microbiol 2023; 14:1036905. [PMID: 36819045 PMCID: PMC9928764 DOI: 10.3389/fmicb.2023.1036905] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2022] [Accepted: 01/16/2023] [Indexed: 02/04/2023] Open
Abstract
Soil fungal community has been largely explored by comparing their natural diversity. However, there is a relatively small body of literature concerned with fungal community assembly processes and their co-occurrence network correlations carried out across large spatial-temporal scales with complex environmental gradients in natural ecosystems and different habitats in China. Thus, soil fungal community assembly processes were assessed to predict changes in soil function in 98 different forest and grassland sites from the Sichuan, Hubei, and Hebei Provinces of China using high-throughput sequencing of nuclear ribosomal internal transcribed spacer 2 (ITS-2). The 10 most abundant fungal phyla results showed that Ascomycota was the most abundant phylum in forests from Sichuan province (64.42%) and grassland habitats from Hebei province (53.46%). Moreover, core fungal taxa (487 OTUs) represented 0.35% of total fungal OTUs. We observed higher fungal Shannon diversity and richness (the Chao1 index) from diverse mixed forests of the Sichuan and Hubei Provinces than the mono-cultured forest and grassland habitats in Hebei Province. Although fungal alpha and beta diversities exhibited different biogeographical patterns, the fungal assembly pattern was mostly driven by dispersal limitation than selection in different habitats. Fungal co-occurrence analyses showed that the network was more intense at Saihanba National Forest Park (SNFP, Hebei). In contrast, the co-occurrence network was more complex at boundaries between forests and grasslands at SNFP. Additionally, the highest number of positive (co-presence or co-operative) correlations of fungal genera were inferred from grassland habitat, which led fungal communities to form commensalism relationships compared to forest areas with having higher negative correlations (mutual exclusion or competitive). The generalized additive model (GAM) analysis showed that the association of fungal Shannon diversity and richness indices with geographical coordinates did not follow a general pattern; instead, the fluctuation of these indices was restricted to local geographical coordinates at each sampling location. These results indicated the existence of a site effect on the diversity of fungal communities across our sampling sites. Our observation suggested that higher fungal diversity and richness of fungal taxa in a particular habitat are not necessarily associated with more complex networks.
Collapse
|
12
|
Hu J, Vandenkoornhuyse P, Khalfallah F, Causse‐Védrines R, Mony C. Ecological corridors homogenize plant root endospheric mycobiota. THE NEW PHYTOLOGIST 2023; 237:1347-1362. [PMID: 36349407 PMCID: PMC10107361 DOI: 10.1111/nph.18606] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/28/2022] [Accepted: 11/01/2022] [Indexed: 06/16/2023]
Abstract
Ecological corridors promote species coexistence in fragmented habitats where dispersal limits species fluxes. The corridor concept was developed and investigated with macroorganisms in mind, while microorganisms, the invisible majority of biodiversity, were disregarded. We analyzed the effect of corridors on the dynamics of endospheric fungal assemblages associated with plant roots at the scale of 1 m over 2 years (i.e. at five time points) by combining an experimental corridor-mesocosm with high-throughput amplicon sequencing. We showed that plant root endospheric mycobiota were sensitive to corridor effects when the corridors were set up at a small spatial scale. The endospheric mycobiota of connected plants had higher species richness, lower beta-diversity, and more deterministic assembly than the mycobiota of isolated plants. These effects became more pronounced with the development of host plants. Biotic corridors composed of host plants may thus play a key role in the spatial dynamics of microbial communities and may influence microbial diversity and related ecological functions.
Collapse
Affiliation(s)
- Jie Hu
- UMR 6553 EcobioCNRS‐University of RennesAvenue du Général Leclerc35042Rennes CedexFrance
- Ecology and Biodiversity group, Institute of Environmental BiologyUniversity of UtrechtH.R. Kruyt building, Padualaan 83584 CHUtrechtthe Netherlands
- Present address:
Department of Microbial EcologyNetherlands Institute of EcologyDroevendaalsesteeg 106708 PBWageningenthe Netherlands
| | | | - Fadwa Khalfallah
- UMR 6553 EcobioCNRS‐University of RennesAvenue du Général Leclerc35042Rennes CedexFrance
- UMR IAM, INRAEUniversité de LorraineRue d'amance54280ChampenouxFrance
| | - Romain Causse‐Védrines
- UMR 6553 EcobioCNRS‐University of RennesAvenue du Général Leclerc35042Rennes CedexFrance
| | - Cendrine Mony
- UMR 6553 EcobioCNRS‐University of RennesAvenue du Général Leclerc35042Rennes CedexFrance
| |
Collapse
|
13
|
Faggioli VS, Covacevich F, Grilli G, Lorenzon C, Aimetta B, Sagadin M, Langarica-Fuentes A, Cabello MN. Environmental response of arbuscular mycorrhizal fungi under soybean cultivation at a regional scale. MYCORRHIZA 2022; 32:425-438. [PMID: 36207539 DOI: 10.1007/s00572-022-01093-2] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/06/2022] [Accepted: 09/27/2022] [Indexed: 06/16/2023]
Abstract
Climate change, the shortage of fertilizers and reduced land for cultivation have drawn attention to the potential aid provided by soil-borne organisms. Arbuscular mycorrhizal fungi (AMF) offer a wide range of ecosystem benefits and hence, understanding the mechanisms that control AMF occurrence and maintenance is essential for resilient crop production. We conducted a survey of 123 soybean fields located across a 75,000-km2 area of Argentina to explore AMF community composition and to quantify the impact of soil, climate, and geographical distance on these key soil organisms. First, based upon morphological identification of spores, we compiled a list of the AMF species found in the studied area and identified Acaulospora scrobiculata and Glomus fuegianum as the most frequent species. G. fuegianum abundance was negatively correlated with precipitation seasonality and positively correlated with mean annual precipitation as well as mycorrhizal colonisation of soybean roots. Second, we observed that species richness was negatively correlated with soil P availability (Bray I), clay content and mean annual precipitation. Finally, based on partitioning variation analysis, we found that AMF exhibited spatial patterning at a broad scale. Therefore, we infer that geographical distance was positively associated with spore community composition heterogeneity across the region. Nevertheless, we highlight the importance of precipitation sensitivity of frequent species, overall AMF richness and community composition, revealing a crucial challenge to forthcoming agriculture considering an expected change in global climate patterns.
Collapse
Affiliation(s)
- Valeria Soledad Faggioli
- Instituto Nacional de Tecnología Agropecuaria, EEA Marcos Juárez, Ruta 12 km 36, 2580, Marcos Juárez, Córdoba, Argentina.
| | - Fernanda Covacevich
- Instituto de Investigaciones en Biodiversidad Y Biotecnología (CONICET)-Fundación Para Las Investigaciones Biológicas Aplicadas, Ruta 226 km 73.5, 7620, Balcarce, Argentina
| | - Gabriel Grilli
- FCEFyN (CONICET, Instituto Multidisciplinario de Biología Vegetal, Universidad Nacional de Córdoba), Vélez Sarsfield 1611, CC 495, Córdoba, Argentina
| | - Claudio Lorenzon
- Instituto Nacional de Tecnología Agropecuaria, EEA Marcos Juárez, Ruta 12 km 36, 2580, Marcos Juárez, Córdoba, Argentina
| | - Bethania Aimetta
- Instituto Nacional de Tecnología Agropecuaria, EEA Marcos Juárez, Ruta 12 km 36, 2580, Marcos Juárez, Córdoba, Argentina
| | - Monica Sagadin
- Centro de Investigación Agropecuaria (CIAP), Instituto Nacional de Tecnología Agropecuaria, Instituto de Fisiología Y Recursos Genéticos Vegetales (IFRGV), CONICET, Camino 60 Cuadras km, 51/2 C.P. 5119, Córdoba, Argentina
| | - Adrián Langarica-Fuentes
- Department of Geosciences, Eberhard-Karls-University Tübingen, Schnarrenbergstr. 94-96, 72076, Tübingen, Germany
| | - Marta Noemí Cabello
- Instituto Spegazzini (Facultad de Ciencias Naturales Y Museo, UNLP), Comisión de Investigaciones Científicas de La Prov. de Buenos Aires (CICPBA), Av 53 # 477, 1900, La Plata, Argentina
| |
Collapse
|
14
|
Cook K, Taylor AD, Sharma J, Taylor DL. Inter-annual Persistence of Canopy Fungi Driven by Abundance Despite High Spatial Turnover. MICROBIAL ECOLOGY 2022:10.1007/s00248-022-02104-7. [PMID: 36048179 DOI: 10.1007/s00248-022-02104-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/04/2022] [Accepted: 08/24/2022] [Indexed: 06/15/2023]
Abstract
While it is now well established that fungal community composition varies spatially at a variety of scales, temporal turnover of fungi is less well understood. Here we studied inter-annual community compositional changes of fungi in a rainforest tree canopy environment. We tracked fungal community shifts over 3 years in three substrate types (live bryophytes, dead bryophytes, and host tree bark) and compared these changes to amounts of community turnover seen at small spatial scales in the same system. The effect of substrate type on fungal community composition was stronger than that of sampling year, which was very small but significant. Although levels of temporal turnover varied among substrates, with greater turnover in live bryophytes than other substrates, the amount of turnover from year to year was comparable to what is seen at spatial distances between 5 and 9 cm for the same substrate. Stability of communities was largely driven by a few fungi with high relative abundances. A majority of fungal occurrences were at low relative abundances (≤ 0.1%). These fungi tended to be short lived and persisted to following years ≤ 50% of the time, depending on substrate. Their presence and persistence are likely impacted by stochastic processes like dispersal limitation and disturbance. Most samples contained only one or a few fungi at high relative abundance (≥ 10%) that persisted half or more of the time. These more abundant and persistent fungi are expected to have sustained functional interactions within the canopy ecosystem.
Collapse
Affiliation(s)
- Kel Cook
- Department of Biology, University of New Mexico, Castetter Hall 1480, MSC03-2020, 219 Yale Blvd NE, Albuquerque, NM, 87131-0001, USA.
| | - Andrew D Taylor
- Department of Biology, University of Hawai'i at Manoa, 2538 McCarthy Mall, Edmondson Hall 216, Honolulu, HI, 96822, USA
| | - Jyotsna Sharma
- Department of Plant and Soil Science, Texas Tech University, Bayer Plant Science Building, Room 219, 2911 15th Street, Mail Stop 2122, Lubbock, TX, 79409-2122, USA
| | - D Lee Taylor
- Department of Biology, University of New Mexico, Castetter Hall 1480, MSC03-2020, 219 Yale Blvd NE, Albuquerque, NM, 87131-0001, USA
| |
Collapse
|
15
|
Tian J, Huang X, Chen H, Kang X, Wang Y. Homogeneous selection is stronger for fungi in deeper peat than in shallow peat in the low-temperature fens of China. ENVIRONMENTAL RESEARCH 2022; 212:113312. [PMID: 35513061 DOI: 10.1016/j.envres.2022.113312] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/28/2022] [Revised: 04/10/2022] [Accepted: 04/11/2022] [Indexed: 06/14/2023]
Abstract
Peatlands have accumulated enormous amounts of carbon over millennia, and climate changes threatens the release of this carbon into the atmosphere. Fungi are crucial drivers of global carbon cycling because they are the principal decomposer of organic matter in peatlands. However, the fungal community composition and ecological preferences in peat remain unclear, which restricts our ability to evaluate the role of the fungal community in peat biogeochemical functions. We investigated 54 soils from 6 low-temperature peatlands across China to fill this knowledge gap. The peat was divided into above-water table (AWT) and below-water table (BWT) layers based on the water table fluctuation. We investigated fungal community assembly processes and drivers for each peat layer. The results showed that fungal communities differed significantly among peat layers. The relative abundance of symbiotrophs was significantly higher in the AWT (17.4%) than in the BWT (9.0%), while the abundances of yeast and litter saprotrophs were obviously lower in the AWT than in the BWT. Our results revealed that the assemblage of both fungal taxonomic and phylogenetic communities was mainly governed by stochastic processes in both AWT (87.8%) and BWT (58.6%) layers. However, in the BWT, the relative importance of deterministic processes (28.4%) significantly increased, indicating a potential deterministic environmental selection induced by permanently anaerobic condition. Mean annual precipitation and mean annual temperature were the most critical drives for the assemblage of the fungal community in the BWT. These observations collectively indicate that fungal community assembly is depth-dependent, implying different community assembly mechanisms and ecological functions along the peat profile. These findings highlight the importance of climate driven deep peat fungal community composition assemblages and suggest the potential to project the changes in fungal diversity with ongoing climate change.
Collapse
Affiliation(s)
- Jianqing Tian
- State Key Laboratory of Vegetation and Environmental Change, Institute of Botany, Chinese Academy of Sciences, Beijing, 100093, China; State Key Laboratory of Mycology, Institute of Microbiology, Chinese Academy of Sciences, Beijing, 100101, China.
| | - Xinya Huang
- CAS Key Laboratory of Mountain Ecological Restoration and Bioresource Utilization & Ecological Restoration and Biodiversity Conservation Key Laboratory of Sichuan Province, Chengdu Institute of Biology, Chinese Academy of Sciences, Chengdu, 610041, China
| | - Huai Chen
- CAS Key Laboratory of Mountain Ecological Restoration and Bioresource Utilization & Ecological Restoration and Biodiversity Conservation Key Laboratory of Sichuan Province, Chengdu Institute of Biology, Chinese Academy of Sciences, Chengdu, 610041, China.
| | - Xiaoming Kang
- Institute of Wetland Research, Chinese Academy of Forestry, Beijing, 100091, China
| | - Yanfen Wang
- University of Chinese Academy of Sciences, Beijing, 100049, China
| |
Collapse
|
16
|
Wei Q, Li Z, Gu Z, Liu X, Krutmann J, Wang J, Xia J. Shotgun metagenomic sequencing reveals skin microbial variability from different facial sites. Front Microbiol 2022; 13:933189. [PMID: 35966676 PMCID: PMC9364038 DOI: 10.3389/fmicb.2022.933189] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2022] [Accepted: 07/04/2022] [Indexed: 11/24/2022] Open
Abstract
Biogeography (body site) is known to be one of the main factors influencing the composition of the skin microbial community. However, site-associated microbial variability at a fine-scale level was not well-characterized since there was a lack of high-resolution recognition of facial microbiota across kingdoms by shotgun metagenomic sequencing. To investigate the explicit microbial variance in the human face, 822 shotgun metagenomic sequencing data from Han Chinese recently published by our group, in combination with 97 North American samples from NIH Human Microbiome Project (HMP), were reassessed. Metagenomic profiling of bacteria, fungi, and bacteriophages, as well as enriched function modules from three facial sites (forehead, cheek, and the back of the nose), was analyzed. The results revealed that skin microbial features were more alike in the forehead and cheek while varied from the back of the nose in terms of taxonomy and functionality. Analysis based on biogeographic theories suggested that neutral drift with niche selection from the host could possibly give rise to the variations. Of note, the abundance of porphyrin-producing species, i.e., Cutibacterium acnes, Cutibacterium avidum, Cutibacterium granulosum, and Cutibacterium namnetense, was all the highest in the back of the nose compared with the forehead/cheek, which was consistent with the highest porphyrin level on the nose in our population. Sequentially, the site-associated microbiome variance was confirmed in American populations; however, it was not entirely consistent. Furthermore, our data revealed correlation patterns between Propionibacterium acnes bacteriophages with genus Cutibacterium at different facial sites in both populations; however, C. acnes exhibited a distinct correlation with P. acnes bacteriophages in Americans/Chinese. Taken together, in this study, we explored the fine-scale facial site-associated changes in the skin microbiome and provided insight into the ecological processes underlying facial microbial variations.
Collapse
Affiliation(s)
- Qingzhen Wei
- Human Phenome Institute, School of Life Sciences, Fudan University, Shanghai, China
- Ministry of Education Key Laboratory of Contemporary Anthropology, School of Life Sciences, Fudan University, Shanghai, China
| | | | - Zhenglong Gu
- Greater Bay Area Institute of Precision Medicine (Guangzhou), School of Life Sciences, Fudan University, Guangzhou, China
| | - Xiao Liu
- Shenzhen International Graduate School, Tsinghua University, Shenzhen, China
| | - Jean Krutmann
- IUF-Leibniz Research Institute for Environmental Medicine, Düsseldorf, Germany
- Jean Krutmann,
| | - Jiucun Wang
- Human Phenome Institute, School of Life Sciences, Fudan University, Shanghai, China
- Department of Dermatology, Huashan Hospital, Fudan University, Shanghai, China
- Research Unit of Dissecting the Population Genetics and Developing New Technologies for Treatment and Prevention of Skin Phenotypes and Dermatological Diseases (2019RU058), Chinese Academy of Medical Sciences, Beijing, China
- Jiucun Wang,
| | - Jingjing Xia
- Greater Bay Area Institute of Precision Medicine (Guangzhou), School of Life Sciences, Fudan University, Guangzhou, China
- IUF-Leibniz Research Institute for Environmental Medicine, Düsseldorf, Germany
- *Correspondence: Jingjing Xia,
| |
Collapse
|
17
|
Shifting Biogeographic Patterns of Microcebus ravelobensis and M. murinus. INT J PRIMATOL 2022. [DOI: 10.1007/s10764-022-00304-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/17/2022]
|
18
|
Babalola BJ, Li J, Willing CE, Zheng Y, Wang YL, Gan HY, Li XC, Wang C, Adams CA, Gao C, Guo LD. Nitrogen fertilisation disrupts the temporal dynamics of arbuscular mycorrhizal fungal hyphae but not spore density and community composition in a wheat field. THE NEW PHYTOLOGIST 2022; 234:2057-2072. [PMID: 35179789 DOI: 10.1111/nph.18043] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/17/2021] [Accepted: 02/07/2022] [Indexed: 06/14/2023]
Abstract
Elucidating the temporal dynamics of arbuscular mycorrhizal (AM) fungi is critical for understanding their functions. Furthermore, research investigating the temporal dynamics of AM fungi in response to agricultural practices remains in its infancy. We investigated the effect of nitrogen fertilisation and watering reduction on the temporal dynamics of AM fungi, across the lifespan of wheat. Nitrogen fertilisation decreased AM fungal spore density (SD), extraradical hyphal density (ERHD), and intraradical colonisation rate (IRCR) in both watering conditions. Nitrogen fertilisation affected AM fungal community composition in soil but not in roots, regardless of watering conditions. The temporal analysis revealed that AM fungal ERHD and IRCR were higher under conventional watering and lower under reduced watering in March than in other growth stages at low (≤ 70 kg N ha-1 yr-1 ) but not at high (≥ 140) nitrogen fertilisation levels. AM fungal SD was lower in June than in other growth stages and community composition varied with plant development at all nitrogen fertilisation levels, regardless of watering conditions. This study demonstrates that high nitrogen fertilisation levels disrupt the temporal dynamics of AM fungal hyphal growth but not sporulation and community composition.
Collapse
Affiliation(s)
- Busayo Joshua Babalola
- State Key Laboratory of Mycology, Institute of Microbiology, Chinese Academy of Sciences, Beijing, 100101, China
- College of Life Sciences, University of Chinese Academy of Sciences, Beijing, 100049, China
| | - Jing Li
- Key Laboratory of Ecosystem Network Observation and Modeling, Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences, Beijing, 100101, China
| | | | - Yong Zheng
- Key Laboratory for Humid Subtropical Eco-geographical Processes of the Ministry of Education, Fujian Normal University, Fuzhou, 350007, China
| | - Yong-Long Wang
- Faculty of Biological Science and Technology, Baotou Teacher's College, Baotou, Inner Mongolia, 014030, China
| | - Hui-Yun Gan
- State Key Laboratory of Mycology, Institute of Microbiology, Chinese Academy of Sciences, Beijing, 100101, China
- College of Life Sciences, University of Chinese Academy of Sciences, Beijing, 100049, China
| | - Xing-Chun Li
- State Key Laboratory of Mycology, Institute of Microbiology, Chinese Academy of Sciences, Beijing, 100101, China
- College of Life Sciences, University of Chinese Academy of Sciences, Beijing, 100049, China
| | - Cong Wang
- State Key Laboratory of Mycology, Institute of Microbiology, Chinese Academy of Sciences, Beijing, 100101, China
- College of Life Sciences, University of Chinese Academy of Sciences, Beijing, 100049, China
| | - Catharine A Adams
- Department of Plant and Microbial Biology, University of California-Berkeley, Berkeley, CA, 94720-3102, USA
| | - Cheng Gao
- State Key Laboratory of Mycology, Institute of Microbiology, Chinese Academy of Sciences, Beijing, 100101, China
- College of Life Sciences, University of Chinese Academy of Sciences, Beijing, 100049, China
| | - Liang-Dong Guo
- State Key Laboratory of Mycology, Institute of Microbiology, Chinese Academy of Sciences, Beijing, 100101, China
- College of Life Sciences, University of Chinese Academy of Sciences, Beijing, 100049, China
| |
Collapse
|
19
|
Tedersoo L, Bahram M, Zinger L, Nilsson RH, Kennedy PG, Yang T, Anslan S, Mikryukov V. Best practices in metabarcoding of fungi: From experimental design to results. Mol Ecol 2022; 31:2769-2795. [PMID: 35395127 DOI: 10.1111/mec.16460] [Citation(s) in RCA: 57] [Impact Index Per Article: 28.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2021] [Revised: 02/07/2022] [Accepted: 03/30/2022] [Indexed: 02/06/2023]
Abstract
The development of high-throughput sequencing (HTS) technologies has greatly improved our capacity to identify fungi and unveil their ecological roles across a variety of ecosystems. Here we provide an overview of current best practices in metabarcoding analysis of fungal communities, from experimental design through molecular and computational analyses. By reanalysing published data sets, we demonstrate that operational taxonomic units (OTUs) outperform amplified sequence variants (ASVs) in recovering fungal diversity, a finding that is particularly evident for long markers. Additionally, analysis of the full-length ITS region allows more accurate taxonomic placement of fungi and other eukaryotes compared to the ITS2 subregion. Finally, we show that specific methods for compositional data analyses provide more reliable estimates of shifts in community structure. We conclude that metabarcoding analyses of fungi are especially promising for integrating fungi into the full microbiome and broader ecosystem functioning context, recovery of novel fungal lineages and ancient organisms as well as barcoding of old specimens including type material.
Collapse
Affiliation(s)
- Leho Tedersoo
- Mycology and Microbiology Center, University of Tartu, Tartu, Estonia.,College of Science, King Saud University, Riyadh, Saudi Arabia
| | - Mohammad Bahram
- Mycology and Microbiology Center, University of Tartu, Tartu, Estonia.,Department of Ecology, Swedish University of Agricultural Sciences, Uppsala, Sweden
| | - Lucie Zinger
- Institut de Biologie de l'ENS (IBENS), Département de Biologie, École normale supérieure, CNRS, INSERM, Université PSL, Paris, France.,Naturalis Biodiversity Center, Leiden, The Netherlands
| | - R Henrik Nilsson
- Department of Biological and Environmental Sciences, Gothenburg Global Biodiversity Centre, University of Gothenburg, Göteborg, Sweden
| | - Peter G Kennedy
- Department of Plant and Microbial Biology, University of Minnesota, Saint Paul, Minnesota, USA
| | - Teng Yang
- State Key Laboratory of Soil and Sustainable Agriculture, Institute of Soil Science, Chinese Academy of Sciences, Nanjing, China
| | - Sten Anslan
- Institute of Ecology and Earth Sciences, University of Tartu, Tartu, Estonia
| | - Vladimir Mikryukov
- Mycology and Microbiology Center, University of Tartu, Tartu, Estonia.,Institute of Ecology and Earth Sciences, University of Tartu, Tartu, Estonia
| |
Collapse
|
20
|
See CR, Keller AB, Hobbie SE, Kennedy PG, Weber PK, Pett-Ridge J. Hyphae move matter and microbes to mineral microsites: Integrating the hyphosphere into conceptual models of soil organic matter stabilization. GLOBAL CHANGE BIOLOGY 2022; 28:2527-2540. [PMID: 34989058 DOI: 10.1111/gcb.16073] [Citation(s) in RCA: 33] [Impact Index Per Article: 16.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/13/2021] [Revised: 12/03/2021] [Accepted: 12/03/2021] [Indexed: 06/14/2023]
Abstract
Associations between soil minerals and microbially derived organic matter (often referred to as mineral-associated organic matter or MAOM) form a large pool of slowly cycling carbon (C). The rhizosphere, soil immediately adjacent to roots, is thought to control the spatial extent of MAOM formation because it is the dominant entry point of new C inputs to soil. However, emphasis on the rhizosphere implicitly assumes that microbial redistribution of C into bulk (non-rhizosphere) soils is minimal. We question this assumption, arguing that because of extensive fungal exploration and rapid hyphal turnover, fungal redistribution of soil C from the rhizosphere to bulk soil minerals is common, and encourages MAOM formation. First, we summarize published estimates of fungal hyphal length density and turnover rates and demonstrate that fungal C inputs are high throughout the rhizosphere-bulk soil continuum. Second, because colonization of hyphal surfaces is a common dispersal mechanism for soil bacteria, we argue that hyphal exploration allows for the non-random colonization of mineral surfaces by hyphae-associated taxa. Third, these bacterial communities and their fungal hosts determine the chemical form of organic matter deposited on colonized mineral surfaces. Collectively, our analysis demonstrates that omission of the hyphosphere from conceptual models of soil C flow overlooks key mechanisms for MAOM formation in bulk soils. Moving forward, there is a clear need for spatially explicit, quantitative research characterizing the environmental drivers of hyphal exploration and hyphosphere community composition across systems, as these are important controls over the rate and organic chemistry of C deposited on minerals.
Collapse
Affiliation(s)
- Craig R See
- Center for Ecosystem Science and Society, Northern Arizona University, Flagstaff, Arizona, USA
- Department of Ecology, Evolution, and Behavior, University of Minnesota, Saint Paul, Minnesota, USA
| | - Adrienne B Keller
- Department of Ecology, Evolution, and Behavior, University of Minnesota, Saint Paul, Minnesota, USA
| | - Sarah E Hobbie
- Department of Ecology, Evolution, and Behavior, University of Minnesota, Saint Paul, Minnesota, USA
| | - Peter G Kennedy
- Department of Ecology, Evolution, and Behavior, University of Minnesota, Saint Paul, Minnesota, USA
- Department of Plant and Microbial Biology, University of Minnesota, Saint Paul, Minnesota, USA
| | - Peter K Weber
- Physical and Life Science Directorate, Lawrence Livermore National Lab, Livermore, California, USA
| | - Jennifer Pett-Ridge
- Physical and Life Science Directorate, Lawrence Livermore National Lab, Livermore, California, USA
| |
Collapse
|
21
|
Alem D, Dejene T, Geml J, Oria-de-Rueda JA, Martín-Pinto P. Metabarcoding analysis of the soil fungal community to aid the conservation of underexplored church forests in Ethiopia. Sci Rep 2022; 12:4817. [PMID: 35314738 PMCID: PMC8938458 DOI: 10.1038/s41598-022-08828-3] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2021] [Accepted: 03/14/2022] [Indexed: 11/10/2022] Open
Abstract
Most of the Dry Afromontane forests in the northern part of Ethiopia are located around church territories and, hence, are called church forests. These forests are biodiversity islands and provide key ecosystem services to local communities. A previous study of church forest fungal species was based on sporocarp collections. However, to obtain a complete picture of the fungal community, the total fungal community present in the soil needs to be analyzed. This information is important to integrate church forests into global biodiversity conservation strategies and to understand what actions are required to conserve church forests and their biological components, including fungi, which are known for their exceptionally high diversity levels. We assessed soil fungal communities in three church forests using ITS2 rDNA metabarcoding. In total, 5152 fungal operational taxonomic units representing 16 fungal phyla were identified. Saprotrophs followed by ectomycorrhizal fungi and animal pathogens dominated fungal communities. Significant differences in diversity and richness were observed between forests. Non-metric multidimensional scaling confirmed that fungal community composition differed in each forest. The composition was influenced by climatic, edaphic, vegetation, and spatial variables. Linear relationships were found between tree basal area and the abundance of total fungi and trophic groups. Forest management strategies that consider cover, tree density, enrichment plantations of indigenous host tree species, and environmental factors would offer suitable habitats for fungal diversity, production, and function in these forest systems. The application of the baseline information obtained in this study could assist other countries with similar forest conservation issues due to deforestation and forest fragmentation.
Collapse
Affiliation(s)
- Demelash Alem
- Sustainable Forest Management Research Institute, University of Valladolid, Avda. Madrid 44, 34071, Palencia, Spain.,Ethiopian Environment and Forest Research Institute (EEFRI), P. O. Box 30708, 1000, Addis Ababa, Ethiopia
| | - Tatek Dejene
- Sustainable Forest Management Research Institute, University of Valladolid, Avda. Madrid 44, 34071, Palencia, Spain.,Ethiopian Environment and Forest Research Institute (EEFRI), P. O. Box 30708, 1000, Addis Ababa, Ethiopia
| | - József Geml
- MTA-EKE Lendület Environmental Microbiome Research Group, Eszterházy Károly University, Leányka u. 6, 3300, Eger, Hungary
| | - Juan Andrés Oria-de-Rueda
- Sustainable Forest Management Research Institute, University of Valladolid, Avda. Madrid 44, 34071, Palencia, Spain
| | - Pablo Martín-Pinto
- Sustainable Forest Management Research Institute, University of Valladolid, Avda. Madrid 44, 34071, Palencia, Spain.
| |
Collapse
|
22
|
Tuo Y, Rong N, Hu J, Zhao G, Wang Y, Zhang Z, Qi Z, Li Y, Zhang B. Exploring the Relationships between Macrofungi Diversity and Major Environmental Factors in Wunvfeng National Forest Park in Northeast China. J Fungi (Basel) 2022; 8:jof8020098. [PMID: 35205853 PMCID: PMC8880546 DOI: 10.3390/jof8020098] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2021] [Revised: 01/14/2022] [Accepted: 01/17/2022] [Indexed: 01/27/2023] Open
Abstract
In this paper, we analyze the macrofungi communities of five forest types in Wunvfeng National Forest Park (Jilin, China) by collecting fruiting bodies from 2019–2021. Each forest type had three repeats and covered the main habitats of macrofungi. In addition, we evaluate selected environmental variables and macrofungi communities to relate species composition to potential environmental factors. We collected 1235 specimens belonging to 283 species, 116 genera, and 62 families. We found that Amanitaceae, Boletaceae, Russulaceae, and Tricholomataceae were the most diverse family; further, Amanita, Cortinarius, Lactarius, Russula, and Tricholoma were the dominant genera in the area. The macrofungi diversity showed increasing trends from Pinus koraiensis Siebold et Zuccarini forests to Quercus mongolica Fischer ex Ledebour forests. The cumulative species richness was as follows: Q. mongolica forest A > broadleaf mixed forest B > Q. mongolica, P. koraiensis mix forest D (Q. mongolica was the dominant species) > Q. mongolica and P. koraiensis mix forest C (P. koraiensis was the dominant species) > P. koraiensis forest (E). Ectomycorrhizal fungi were the dominant functional group; they were mainly in forest type A and were influenced by soil moisture content and Q. mongolica content (p < 0.05). The wood-rotting fungus showed richer species diversity than other forest types in broadleaf forests A and B. Overall, we concluded that most fungal communities preferred forest types with a relatively high Q. mongolica content. Therefore, the deliberate protection of Q. mongolica forests proves to be a better strategy for maintaining fungal diversity in Wunvfeng National Forest Park.
Collapse
Affiliation(s)
| | | | | | | | | | | | | | - Yu Li
- Correspondence: (Y.L.); (B.Z.)
| | | |
Collapse
|
23
|
Cook K, Sharma J, Taylor AD, Herriott IC, Taylor DL. Epiphytic fungal communities vary by substrate type and at sub-meter spatial scales. Mol Ecol 2022; 31:1879-1891. [PMID: 35060231 DOI: 10.1111/mec.16358] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2020] [Revised: 12/17/2021] [Accepted: 01/07/2022] [Indexed: 11/30/2022]
Abstract
Fungal species have numerous important environmental functions. Where these functions occur will depend on how fungi are spatially distributed, but spatial structures of fungal communities are largely unknown, especially in understudied hyperdiverse tropical tree canopy systems. We explore fungal communities in a Costa Rican tropical rainforest canopy, with a focus on local-scale spatial structure and substrate specificity of fungi. Samples of ~1 cm3 were collected from 135 points along 5 adjacent tree branches, with inter-sample distances from 1 to 800 cm, and dissected into four substrates: outer host tree bark, inner bark, dead bryophytes, and living bryophytes. We sequenced the ITS2 region to characterize total fungal communities. Fungal community composition and diversity varied among substrate types, even when multiple substrates were in direct contact. Fungi were most diverse in living bryophytes, with 39% of all OTUs found exclusively in this substrate, and the least diverse in inner bark. Fungal communities had significant positive spatial autocorrelation and distance decay of similarity only at distances less than one meter. Similarity among samples declines by half in less than ten cm, and even at these short distances, similarities are low with few OTUs shared among samples. These results indicate that community turnover is high and occurs at very small spatial scales, with any two locations sharing very few fungi in common. High heterogeneity of fungal communities in space and among substrates may have implications for the distributions, population dynamics, and diversity of other tree canopy organisms, including epiphytic plants.
Collapse
Affiliation(s)
- Kel Cook
- Department of Biology, University of New Mexico, Castetter Hall 1480, MSC03-2020, 219 Yale Blvd NE, Albuquerque, NM, 87131-0001, USA
| | - Jyotsna Sharma
- Department of Plant and Soil Science, Texas Tech University, Bayer Plant Science Building, Room 219, 2911 15th Street, Mail Stop 2122, Lubbock, TX, 79409-2122, USA
| | - Andrew D Taylor
- Department of Biology, University of Hawai'i at Manoa, 2538 McCarthy Mall, Edmondson Hall 216, Honolulu, HI, 96822, USA
| | - Ian Charold Herriott
- Institute of Arctic Biology, University of Alaska, 311 Irving I Building, Fairbanks, AK, 99775, USA
| | - D Lee Taylor
- Department of Biology, University of New Mexico, Castetter Hall 1480, MSC03-2020, 219 Yale Blvd NE, Albuquerque, NM, 87131-0001, USA
| |
Collapse
|
24
|
Gao C, Courty PE, Varoquaux N, Cole B, Montoya L, Xu L, Purdom E, Vogel J, Hutmacher RB, Dahlberg JA, Coleman-Derr D, Lemaux PG, Taylor JW. Successional adaptive strategies revealed by correlating arbuscular mycorrhizal fungal abundance with host plant gene expression. Mol Ecol 2022; 32:2674-2687. [PMID: 35000239 DOI: 10.1111/mec.16343] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2021] [Revised: 12/02/2021] [Accepted: 12/23/2021] [Indexed: 11/28/2022]
Abstract
The shifts in adaptive strategies revealed by ecological succession and the mechanisms that facilitate these shifts are fundamental to ecology. These adaptive strategies could be particularly important in communities of arbuscular mycorrhizal fungi (AMF) mutualistic with sorghum where strong AMF succession replaces initially ruderal species with competitive ones and where the strongest plant response to drought is to manage these AMF. Although most studies of agriculturally important fungi focus on parasites, the mutualistic symbionts, AMF, constitute a research system of human-associated fungi whose relative simplicity and synchrony are conducive to experimental ecology. First, we hypothesize that, when irrigation is stopped to mimic drought, competitive AMF species should be replaced by AMF species tolerant to drought stress. We then, for the first time, correlate AMF abundance and host plant transcription to test two novel hypotheses about the mechanisms behind the shift from ruderal to competitive AMF. Surprisingly, despite imposing drought stress, we found no stress tolerant AMF, likely due to our agricultural system having been irrigated for nearly six decades. Remarkably, we found strong and differential correlation between the successional shift from ruderal to competitive AMF and sorghum genes whose products (i) produce and release strigolactone signals, (ii) perceive mycorrhizal-lipochitinoligosaccharide (Myc-LCO) signals, (iii) provide plant lipid and sugar to AMF and, (iv) import minerals and water provided by AMF. These novel insights frame new hypotheses about AMF adaptive evolution and suggest a rationale for selecting AMF to reduce inputs and maximize yields in commercial agriculture.
Collapse
Affiliation(s)
- Cheng Gao
- State Key Laboratory of Mycology, Institute of Microbiology, Chinese Academy of Sciences, Beijing, China, 100101.,Department of Plant and Microbial Biology, University of California, Berkeley, CA, 94720, USA
| | - Pierre-Emmanuel Courty
- Agroécologie, AgroSup Dijon, CNRS, Université de Bourgogne, INRAE, Université de Bourgogne Franche-Comté, Dijon, France
| | - Nelle Varoquaux
- Department of Statistics, University of California, Berkeley, CA, 94720, USA
| | - Benjamin Cole
- Department of Energy Joint Genome Institute, 1 Cyclotron Rd, Berkeley, CA, 94720, USA
| | - Liliam Montoya
- Department of Plant and Microbial Biology, University of California, Berkeley, CA, 94720, USA
| | - Ling Xu
- Department of Plant and Microbial Biology, University of California, Berkeley, CA, 94720, USA.,Plant Gene Expression Center, US Department of Agriculture-Agricultural Research Service, Albany, CA, 94710, USA
| | - Elizabeth Purdom
- Department of Statistics, University of California, Berkeley, CA, 94720, USA
| | - John Vogel
- Department of Energy Joint Genome Institute, 1 Cyclotron Rd, Berkeley, CA, 94720, USA
| | - Robert B Hutmacher
- University of California West Side Research & Extension Center, UC Davis, Department of Plant Sciences, Five Points, CA, 93624, USA
| | - Jeffery A Dahlberg
- University of California Kearney Agricultural Research & Extension Center, Parlier, CA, 93648, USA
| | - Devin Coleman-Derr
- Department of Plant and Microbial Biology, University of California, Berkeley, CA, 94720, USA.,Plant Gene Expression Center, US Department of Agriculture-Agricultural Research Service, Albany, CA, 94710, USA
| | - Peggy G Lemaux
- Department of Plant and Microbial Biology, University of California, Berkeley, CA, 94720, USA
| | - John W Taylor
- Department of Plant and Microbial Biology, University of California, Berkeley, CA, 94720, USA
| |
Collapse
|
25
|
Ectomycorrhizal Stands Accelerate Decomposition to a Greater Extent than Arbuscular Mycorrhizal Stands in a Northern Deciduous Forest. Ecosystems 2021. [DOI: 10.1007/s10021-021-00712-x] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023]
|
26
|
|
27
|
Mony C, Bohannan BJM, Leibold MA, Peay K, Vandenkoornhuyse P. Editorial: Microbial Landscape Ecology: Highlights on the Invisible Corridors. Front Ecol Evol 2021. [DOI: 10.3389/fevo.2021.753213] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
|
28
|
Petrolli R, Augusto Vieira C, Jakalski M, Bocayuva MF, Vallé C, Cruz EDS, Selosse MA, Martos F, Kasuya MCM. A fine-scale spatial analysis of fungal communities on tropical tree bark unveils the epiphytic rhizosphere in orchids. THE NEW PHYTOLOGIST 2021; 231:2002-2014. [PMID: 33983644 DOI: 10.1111/nph.17459] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/09/2021] [Accepted: 05/04/2021] [Indexed: 05/27/2023]
Abstract
Approximately 10% of vascular plants are epiphytes and, even though this has long been ignored in past research, are able to interact with a variety of fungi, including mycorrhizal taxa. However, the structure of fungal communities on bark, as well as their relationship with epiphytic plants, is largely unknown. To fill this gap, we conducted environmental metabarcoding of the ITS-2 region to understand the spatial structure of fungal communities of the bark of tropical trees, with a focus on epiphytic orchid mycorrhizal fungi, and tested the influence of root proximity. For all guilds, including orchid mycorrhizal fungi, fungal communities were more similar when spatially close on bark (i.e. they displayed positive spatial autocorrelation). They also showed distance decay of similarity with respect to epiphytic roots, meaning that their composition on bark increasingly differed, compared to roots, with distance from roots. We first showed that all of the investigated fungal guilds exhibited spatial structure at very small scales. This spatial structure was influenced by the roots of epiphytic plants, suggesting the existence of an epiphytic rhizosphere. Finally, we showed that orchid mycorrhizal fungi were aggregated around them, possibly as a result of reciprocal influence between the mycorrhizal partners.
Collapse
Affiliation(s)
- Rémi Petrolli
- Institut de Systématique, Évolution, Biodiversité (ISYEB), Muséum national d'Histoire naturelle, CNRS, EPHE, Sorbonne Université, CP 39, 57 rue Cuvier, Paris, F-75005, France
| | - Conrado Augusto Vieira
- Institut de Systématique, Évolution, Biodiversité (ISYEB), Muséum national d'Histoire naturelle, CNRS, EPHE, Sorbonne Université, CP 39, 57 rue Cuvier, Paris, F-75005, France
- Department of Microbiology, Viçosa Federal University (UFV), P. H. Rolfs Street CEP: 36570-900, Viçosa, Minas Gerais, Brazil
| | - Marcin Jakalski
- Faculty of Biology, University of Gdańsk, ul. Wita Stwosza 59, Gdańsk, 80-308, Poland
| | - Melissa F Bocayuva
- Department of Microbiology, Viçosa Federal University (UFV), P. H. Rolfs Street CEP: 36570-900, Viçosa, Minas Gerais, Brazil
| | - Clément Vallé
- Institut de Systématique, Évolution, Biodiversité (ISYEB), Muséum national d'Histoire naturelle, CNRS, EPHE, Sorbonne Université, CP 39, 57 rue Cuvier, Paris, F-75005, France
| | - Everaldo Da Silva Cruz
- Department of Microbiology, Viçosa Federal University (UFV), P. H. Rolfs Street CEP: 36570-900, Viçosa, Minas Gerais, Brazil
| | - Marc-André Selosse
- Institut de Systématique, Évolution, Biodiversité (ISYEB), Muséum national d'Histoire naturelle, CNRS, EPHE, Sorbonne Université, CP 39, 57 rue Cuvier, Paris, F-75005, France
- Department of Microbiology, Viçosa Federal University (UFV), P. H. Rolfs Street CEP: 36570-900, Viçosa, Minas Gerais, Brazil
- Faculty of Biology, University of Gdańsk, ul. Wita Stwosza 59, Gdańsk, 80-308, Poland
| | - Florent Martos
- Institut de Systématique, Évolution, Biodiversité (ISYEB), Muséum national d'Histoire naturelle, CNRS, EPHE, Sorbonne Université, CP 39, 57 rue Cuvier, Paris, F-75005, France
| | - Maria Catarina M Kasuya
- Department of Microbiology, Viçosa Federal University (UFV), P. H. Rolfs Street CEP: 36570-900, Viçosa, Minas Gerais, Brazil
| |
Collapse
|
29
|
Velez P, Tapia-Torres Y, García-Oliva F, Gasca-Pineda J. Small-scale variation in a pristine montane cloud forest: evidence on high soil fungal diversity and biogeochemical heterogeneity. PeerJ 2021; 9:e11956. [PMID: 34447634 PMCID: PMC8364316 DOI: 10.7717/peerj.11956] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2021] [Accepted: 07/21/2021] [Indexed: 12/04/2022] Open
Abstract
Montane cloud forests are fragile biodiversity hotspots. To attain their conservation, disentangling diversity patterns at all levels of ecosystem organization is mandatory. Biotic communities are regularly structured by environmental factors even at small spatial scales. However, studies at this scale have received less attention with respect to larger macroscale explorations, hampering the robust view of ecosystem functioning. In this sense, fungal small-scale processes remain poorly understood in montane cloud forests, despite their relevance. Herein, we analyzed soil fungal diversity and ecological patterns at the small-scale (within a 10 m triangular transect) in a pristine montane cloud forest of Mexico, using ITS rRNA gene amplicon Illumina sequencing and biogeochemical profiling. We detected a taxonomically and functionally diverse fungal community, dominated by few taxa and a large majority of rare species (81%). Undefined saprotrophs represented the most abundant trophic guild. Moreover, soil biogeochemical data showed an environmentally heterogeneous setting with patchy clustering, where enzymatic activities suggest distinctive small-scale soil patterns. Our results revealed that in this system, deterministic processes largely drive the assemblage of fungal communities at the small-scale, through multifactorial environmental filtering.
Collapse
Affiliation(s)
- Patricia Velez
- Instituto de Biología, Universidad Nacional Autónoma de México, Mexico City, Mexico
| | - Yunuen Tapia-Torres
- Escuela Nacional de Estudios Superiores Unidad Morelia, Universidad Nacional Autónoma de México, Morelia, Michoacán, Mexico
| | - Felipe García-Oliva
- Instituto de Investigaciones en Ecosistemas y Sustentabilidad, Morelia, Universidad Nacional Autónoma de México, Morelia, Michoacán, Mexico
| | - Jaime Gasca-Pineda
- UBIPRO, Facultad de Estudios Superiores Iztacala, Universidad Nacional Autónoma de México, Estado de México, Mexico
| |
Collapse
|
30
|
Hoeber S, Baum C, Weih M, Manzoni S, Fransson P. Site-Dependent Relationships Between Fungal Community Composition, Plant Genotypic Diversity and Environmental Drivers in a Salix Biomass System. FRONTIERS IN FUNGAL BIOLOGY 2021; 2:671270. [PMID: 37744105 PMCID: PMC10512226 DOI: 10.3389/ffunb.2021.671270] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 03/08/2021] [Accepted: 07/12/2021] [Indexed: 09/26/2023]
Abstract
Soil fungi are strongly affected by plant species or genotypes since plants modify their surrounding environment, but the effects of plant genotype diversity on fungal diversity and function have not been extensively studied. The interactive responses of fungal community composition to plant genotypic diversity and environmental drivers were investigated in Salix biomass systems, posing questions about: (1) How fungal diversity varies as a function of plant genotype diversity; (2) If plant genotype identity is a strong driver of fungal community composition also in plant mixtures; (3) How the fungal communities change through time (seasonally and interannually)?; and (4) Will the proportion of ECM fungi increase over the rotation? Soil samples were collected over 4 years, starting preplanting from two Salix field trials, including four genotypes with contrasting phenology and functional traits, and genotypes were grown in all possible combinations (four genotypes in Uppsala, Sweden, two in Rostock, Germany). Fungal communities were identified, using Pacific Biosciences sequencing of fungal ITS2 amplicons. We found some site-dependent relationships between fungal community composition and genotype or diversity level, and site accounted for the largest part of the variation in fungal community composition. Rostock had a more homogenous community structure, with significant effects of genotype, diversity level, and the presence of one genotype ("Loden") on fungal community composition. Soil properties and plant and litter traits contributed to explaining the variation in fungal species composition. The within-season variation in composition was of a similar magnitude to the year-to-year variation. The proportion of ECM fungi increased over time irrespective of plant genotype diversity, and, in Uppsala, the 4-mixture showed a weaker response than other combinations. Species richness was generally higher in Uppsala compared with that in Rostock and increased over time, but did not increase with plant genotype diversity. This significant site-specificity underlines the need for consideration of diverse sites to draw general conclusions of temporal variations and functioning of fungal communities. A significant increase in ECM colonization of soil under the pioneer tree Salix on agricultural soils was evident and points to changed litter decomposition and soil carbon dynamics during Salix growth.
Collapse
Affiliation(s)
- Stefanie Hoeber
- Department of Crop Production Ecology, Swedish University of Agricultural Sciences, Uppsala, Sweden
| | - Christel Baum
- Soil Science, Faculty of Agricultural and Environmental Sciences, University of Rostock, Rostock, Germany
| | - Martin Weih
- Department of Crop Production Ecology, Swedish University of Agricultural Sciences, Uppsala, Sweden
| | - Stefano Manzoni
- Department of Physical Geography and Bolin Centre for Climate Research, Stockholm University, Stockholm, Sweden
| | - Petra Fransson
- Department of Forest Mycology and Plant Pathology, Uppsala BioCenter, Swedish University of Agricultural Sciences, Uppsala, Sweden
| |
Collapse
|
31
|
Matsuoka S, Sugiyama Y, Shimono Y, Ushio M, Doi H. Evaluation of seasonal dynamics of fungal DNA assemblages in a flow-regulated stream in a restored forest using eDNA metabarcoding. Environ Microbiol 2021; 23:4797-4806. [PMID: 34258854 DOI: 10.1111/1462-2920.15669] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2021] [Revised: 07/09/2021] [Accepted: 07/09/2021] [Indexed: 11/27/2022]
Abstract
Investigation of seasonal variation in fungal communities is essential for understanding biodiversity and ecosystem functions. However, the conventional sampling method, with substrate removal and high spatial heterogeneity of community composition, makes surveying the seasonality of fungal communities challenging. Recently, water environmental DNA (eDNA) analysis has been explored for its utility in biodiversity surveys. In this study, we assessed whether the seasonality of fungal communities can be detected by monitoring eDNA in a forest stream. We conducted monthly water sampling in a forest stream over 2 years and used DNA metabarcoding to identify fungal eDNA. The stream water contained DNA from functionally diverse aquatic and terrestrial fungi, such as plant decomposers, parasites and mutualists. The variation in the fungal assemblage showed a regular annual periodicity, meaning that the assemblages in a given season were similar, irrespective of the year or sampling. Furthermore, the strength of the annual periodicity varied among functional groups. Our results suggest that forest streams may act as a 'trap' for terrestrial fungal DNA derived from different habitats, allowing the analysis of fungal DNA in stream water to provide information about the temporal variation in fungal communities in both the aquatic and the surrounding terrestrial ecosystems.
Collapse
Affiliation(s)
- Shunsuke Matsuoka
- Graduate School of Information Science, University of Hyogo, Kobe, Japan
| | - Yoriko Sugiyama
- Graduate School of Human and Environmental Studies, Kyoto University, Kyoto, Japan
| | - Yoshito Shimono
- Graduate School of Bioresources, Mie University, Tsu, Japan.,Osaka Museum of Nature History, Osaka, Japan
| | - Masayuki Ushio
- Hakubi Center, Kyoto University, Kyoto, Japan.,Center for Ecological Research, Kyoto University, Kyoto, Japan
| | - Hideyuki Doi
- Graduate School of Information Science, University of Hyogo, Kobe, Japan
| |
Collapse
|
32
|
Carteron A, Beigas M, Joly S, Turner BL, Laliberté E. Temperate Forests Dominated by Arbuscular or Ectomycorrhizal Fungi Are Characterized by Strong Shifts from Saprotrophic to Mycorrhizal Fungi with Increasing Soil Depth. MICROBIAL ECOLOGY 2021; 82:377-390. [PMID: 32556393 DOI: 10.1007/s00248-020-01540-7] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/01/2020] [Accepted: 06/08/2020] [Indexed: 06/11/2023]
Abstract
In temperate and boreal forests, competition for soil resources between free-living saprotrophs and ectomycorrhizal (EcM) fungi has been suggested to restrict saprotrophic fungal dominance to the most superficial organic soil horizons in forests dominated by EcM trees. By contrast, lower niche overlap with arbuscular mycorrhizal (AM) fungi could allow fungal saprotrophs to maintain this dominance into deeper soil horizons in AM-dominated forests. Here we used a natural gradient of adjacent forest patches that were dominated by either AM or EcM trees, or a mixture of both to determine how fungal communities characterized with high-throughput amplicon sequencing change across organic and mineral soil horizons. We found a general shift from saprotrophic to mycorrhizal fungal dominance with increasing soil depth in all forest mycorrhizal types, especially in organic horizons. Vertical changes in soil chemistry, including pH, organic matter, exchangeable cations, and extractable phosphorus, coincided with shifts in fungal community composition. Although fungal communities and soil chemistry differed among adjacent forest mycorrhizal types, variations were stronger within a given soil profile, pointing to the importance of considering horizons when characterizing soil fungal communities. Our results also suggest that in temperate forests, vertical shifts from saprotrophic to mycorrhizal fungi within organic and mineral horizons occur similarly in both ectomycorrhizal and arbuscular mycorrhizal forests.
Collapse
Affiliation(s)
- Alexis Carteron
- Institut de recherche en biologie végétale, Département de sciences biologiques, Université de Montréal, 4101 Sherbrooke Est, Montréal, H1X 2B2, Canada.
| | - Marie Beigas
- Institut de recherche en biologie végétale, Département de sciences biologiques, Université de Montréal, 4101 Sherbrooke Est, Montréal, H1X 2B2, Canada
| | - Simon Joly
- Institut de recherche en biologie végétale, Département de sciences biologiques, Université de Montréal, 4101 Sherbrooke Est, Montréal, H1X 2B2, Canada
- Montreal Botanical Garden, 4101 Sherbrooke Est, Montréal, H1X 2B2, Canada
| | - Benjamin L Turner
- Smithsonian Tropical Research Institute, Apartado 0843-03092, Balboa, Ancon, Republic of Panama
| | - Etienne Laliberté
- Institut de recherche en biologie végétale, Département de sciences biologiques, Université de Montréal, 4101 Sherbrooke Est, Montréal, H1X 2B2, Canada
| |
Collapse
|
33
|
Wang R, Wang M, Wang J, Lin Y. Habitats Are More Important Than Seasons in Shaping Soil Bacterial Communities on the Qinghai-Tibetan Plateau. Microorganisms 2021; 9:microorganisms9081595. [PMID: 34442674 PMCID: PMC8400953 DOI: 10.3390/microorganisms9081595] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2021] [Revised: 07/19/2021] [Accepted: 07/23/2021] [Indexed: 11/16/2022] Open
Abstract
Both habitats and seasons can determine the dynamics of microbial communities, but the relative importance of different habitats and seasonal changes in shaping the soil bacterial community structures on a small spatial scale in permafrost areas remains controversial. In this study, we explored the relative effect of four typical alpine meadow habitats (swamp wetland, swamp meadow, meadow and mature meadow) versus seasons on soil bacterial communities based on samples from the Qinghai-Tibetan Plateau in four months (March, May, July and September). The results showed that habitats, rather than seasons explained more variation of soil bacterial composition and structure. Environmental cofactors explained the greatest proportion of bacterial variation observed and can help elucidate the driving force of seasonal changes and habitats on bacterial communities. Soil temperature played the most important role in shaping bacterial beta diversities, followed by soil total nitrogen and pH. A group of microbial biomarkers, used as indicators of different months, were identified using random forest modeling, and for which relative abundance was shaped by different environmental factors. Furthermore, seasonality in bacterial co-occurrence patterns was observed. The data showed that co-occurrence relationships changed over months. The inter-taxa connections in May and July were more pronounced than that in March and September. Bryobacter, a genus of subgroup_22 affiliated to Acidobacteria, and Pseudonocardia belonging to Actinobacteria were observed as the keystone taxa in different months in the network. These results demonstrate that the bacterial community was clustered according to the seasonal mechanism, whereas the co-occurrence relationships changed over months, which indicated complex bacterial dynamics in a permafrost grassland on the eastern edge of Qinghai-Tibetan.
Collapse
Affiliation(s)
- Rui Wang
- Institute of Wetland Research, Chinese Academy of Forestry, Beijing 100091, China; (R.W.); (J.W.)
| | - Miao Wang
- Party School of the Chengdu Committee of the Chinese Communist Party, Chengdu 610110, China;
| | - Jing Wang
- Institute of Wetland Research, Chinese Academy of Forestry, Beijing 100091, China; (R.W.); (J.W.)
| | - Yinghua Lin
- Institute of Wetland Research, Chinese Academy of Forestry, Beijing 100091, China; (R.W.); (J.W.)
- Correspondence: ; Tel.: +86-13671160455
| |
Collapse
|
34
|
Huang M, Chai L, Jiang D, Zhang M, Jia W, Huang Y, Zhou J. Dissolved organic matter (DOM) quality drives biogeographic patterns of soil bacterial communities and their association networks in semi-arid regions. FEMS Microbiol Ecol 2021; 97:6307509. [PMID: 34156067 DOI: 10.1093/femsec/fiab083] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2020] [Accepted: 06/18/2021] [Indexed: 11/13/2022] Open
Abstract
It is of great interest to elucidate the biogeographic patterns of soil microorganisms and their driving forces, which is fundamental to predicting alterations in microbial-mediated functions arising from environment changes. Although dissolved organic matter (DOM) represents an important resource for soil microorganisms, knowledge of how its quality affects microbial biogeography is limited. Here, we characterized soil bacterial communities and DOM quality in 45 soil samples collected from a 1500-km sampling transect through semi-arid regions in northern China which are currently suffering great pressure from climate change, using Illumina Miseq sequencing and fluorescence spectroscopy, respectively. We found that DOM quality (i.e. the source of DOM and the humification degree of DOM) had profound shaping influence on the biogeographic patterns exhibited by bacterial diversity, community composition and association networks. Specifically, the composition of bacteria community closely associated with DOM quality. Plant-derived DOM sustained higher bacterial diversity relative to microbial-derived DOM. Meanwhile, bacterial diversity linearly increased with increasing humification degree of DOM. Additionally, plant-derived DOM was observed to foster more complex bacterial association networks with less competition. Together, our work contributes to the factors underlying biogeographic patterns not only of bacterial diversity, community composition but also of their association networks and reports previously undocumented important role of DOM quality in shaping these patterns.
Collapse
Affiliation(s)
- Muke Huang
- College of Environmental Sciences and Engineering, Peking University, Beijing 100871, China
| | - Liwei Chai
- College of Environmental Sciences and Engineering, Peking University, Beijing 100871, China
| | - Dalin Jiang
- Gradute School of Life and Environmental Science, University of Tsukuba, Tsukuba, Ibaraki 305-8572, Japan
| | - Mengjun Zhang
- College of Environmental Sciences and Engineering, Peking University, Beijing 100871, China
| | - Weiqian Jia
- College of Environmental Sciences and Engineering, Peking University, Beijing 100871, China
| | - Yi Huang
- College of Environmental Sciences and Engineering, Peking University, Beijing 100871, China
| | - Jizhong Zhou
- Department of Microbiology and Plant Biology, University of Oklahoma, Norman, OK 73019, USA.,State Key Joint Laboratory of Environment Simulation and Pollution Control, School of Environment, Tsinghua University, Beijing 100084, China
| |
Collapse
|
35
|
Zhao H, Zheng W, Zhang S, Gao W, Fan Y. Soil microbial community variation with time and soil depth in Eurasian Steppe (Inner Mongolia, China). ANN MICROBIOL 2021. [DOI: 10.1186/s13213-021-01633-9] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022] Open
Abstract
Abstract
Purpose
Soil microorganisms play an indispensable role in the material and energy cycle of grassland ecosystems. The abundance of these organisms vary according to environmental factors, such as time of year and soil depth. There have been few studies on the transformation of soil microbial communities in degraded typical steppe according to these temporal and spatial changes. In this study, we analyze the community structure and diversity of soil bacteria and fungi, and the impact of these changing temporal and spatial factors upon the community structure.
Methods
From May to September 2018, we collected 90 soil samples from different depths (10, 20, and 30 cm) from the typical degraded steppe area of Xilingol. We carried out studies on soil physical and chemical properties and soil microbial diversity using high-throughput sequencing technology.
Results
We found that depth significantly affected abundance and diversity of bacteria and fungi. Bacteria and fungi diversity at 10 cm was higher than that at 20 cm and 30 cm. The abundance of Acidobacteria, Proteobacteria, Actinomycetes, Ascomycetes, and Basidiomycetes varies significantly with depth. In addition, soil pH increased significantly with increasing depth, while soil organic matter (SOM), available nitrogen (AN), volume water content of soil (VWC), and soil temperature (ST) decreased significantly with increasing depth. Finally, the depth, total organic carbon (TOC), and AN had a significant impact on the bacterial and fungal communities’ abundance (p < 0.05).
Conclusions
Spatial heterogeneity (in soil depth) is more significant than the time of year (month) in predicting changes in microbial community composition and soil properties. SOM, VWC, and the abundance of Proteobacteria and Actinomycetes positively correlate with soil depth, while pH and the abundance of Acidobacteria, Ascomycetes, and Basidiomycetes negatively correlate with soil depth. We speculate that SOM and VWC account for the variations in the abundance of Acidobacteria and Proteobacteria, while pH causes variations in the abundance of Actinomycetes, Ascomycetes and Basidiomycota.
Collapse
|
36
|
Mony C, Gaudu V, Ricono C, Jambon O, Vandenkoornhuyse P. Plant neighbours shape fungal assemblages associated with plant roots: A new understanding of niche‐partitioning in plant communities. Funct Ecol 2021. [DOI: 10.1111/1365-2435.13804] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Affiliation(s)
- Cendrine Mony
- UMR 6553 Ecobio CNRS ‐ University of Rennes Rennes Cedex France
| | - Valentin Gaudu
- UMR 6553 Ecobio CNRS ‐ University of Rennes Rennes Cedex France
| | - Claire Ricono
- UMR 6553 Ecobio CNRS ‐ University of Rennes Rennes Cedex France
| | - Olivier Jambon
- UMR 6553 Ecobio CNRS ‐ University of Rennes Rennes Cedex France
| | | |
Collapse
|
37
|
Veselá P, Vašutová M, Edwards-Jonášová M, Holub F, Fleischer P, Cudlín P. Management After Windstorm Affects the Composition of Ectomycorrhizal Symbionts of Regenerating Trees but Not Their Mycorrhizal Networks. FRONTIERS IN PLANT SCIENCE 2021; 12:641232. [PMID: 34054889 PMCID: PMC8160286 DOI: 10.3389/fpls.2021.641232] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/13/2020] [Accepted: 04/06/2021] [Indexed: 06/12/2023]
Abstract
Due to ongoing climate change, forests are expected to face significant disturbances more frequently than in the past. Appropriate management is intended to facilitate forest regeneration. Because European temperate forests mostly consist of trees associated with ectomycorrhizal (ECM) fungi, understanding their role in these disturbances is important to develop strategies to minimize their consequences and effectively restore forests. Our aim was to determine how traditional (EXT) and nonintervention (NEX) management in originally Norway spruce (Picea abies) forests with an admixture of European larch (Larix decidua) affect ECM fungal communities and the potential to interconnect different tree species via ECM networks 15 years after a windstorm. Ten plots in NEX and 10 plots in EXT with the co-occurrences of Norway spruce, European larch, and silver birch (Betula pendula) were selected, and a total of 57 ECM taxa were identified using ITS sequencing from ECM root tips. In both treatments, five ECM species associated with all the studied tree species dominated, with a total abundance of approximately 50% in the examined root samples. Because there were no significant differences between treatments in the number of ECM species associated with different tree species combinations in individual plots, we concluded that the management type did not have a significant effect on networking. However, management significantly affected the compositions of ECM symbionts of Norway spruce and European larch but not those of silver birch. Although this result is explained by the occurrence of seedlings and ECM propagules that were present in the original forest, the consequences are difficult to assess without knowledge of the ecology of different ECM symbionts.
Collapse
Affiliation(s)
- Petra Veselá
- Department of Carbon Storage in the Landscape, Global Change Research Institute of the Czech Academy of Sciences, Brno, Czechia
- Department of Forest Protection and Wildlife Management, Faculty of Forestry and Wood Technology, Mendel University in Brno, Brno, Czechia
| | - Martina Vašutová
- Department of Carbon Storage in the Landscape, Global Change Research Institute of the Czech Academy of Sciences, České Budějovice, Czechia
- Department of Botany, Faculty of Science, University of South Bohemia, České Budějovice, Czechia
| | - Magda Edwards-Jonášová
- Department of Carbon Storage in the Landscape, Global Change Research Institute of the Czech Academy of Sciences, České Budějovice, Czechia
| | - Filip Holub
- Department of Carbon Storage in the Landscape, Global Change Research Institute of the Czech Academy of Sciences, České Budějovice, Czechia
| | - Peter Fleischer
- Department of Integrated Forest and Landscape Protection, Faculty of Forestry, Technical University in Zvolen, Zvolen, Slovakia
| | - Pavel Cudlín
- Department of Carbon Storage in the Landscape, Global Change Research Institute of the Czech Academy of Sciences, České Budějovice, Czechia
| |
Collapse
|
38
|
Furneaux B, Bahram M, Rosling A, Yorou NS, Ryberg M. Long- and short-read metabarcoding technologies reveal similar spatiotemporal structures in fungal communities. Mol Ecol Resour 2021; 21:1833-1849. [PMID: 33811446 DOI: 10.1111/1755-0998.13387] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2020] [Revised: 02/19/2021] [Accepted: 03/01/2021] [Indexed: 01/04/2023]
Abstract
Fungi form diverse communities and play essential roles in many terrestrial ecosystems, yet there are methodological challenges in taxonomic and phylogenetic placement of fungi from environmental sequences. To address such challenges, we investigated spatiotemporal structure of a fungal community using soil metabarcoding with four different sequencing strategies: short-amplicon sequencing of the ITS2 region (300-400 bp) with Illumina MiSeq, Ion Torrent Ion S5 and PacBio RS II, all from the same PCR library, as well as long-amplicon sequencing of the full ITS and partial LSU regions (1200-1600 bp) with PacBio RS II. Resulting community structure and diversity depended more on statistical method than sequencing technology. The use of long-amplicon sequencing enables construction of a phylogenetic tree from metabarcoding reads, which facilitates taxonomic identification of sequences. However, long reads present issues for denoising algorithms in diverse communities. We present a solution that splits the reads into shorter homologous regions prior to denoising, and then reconstructs the full denoised reads. In the choice between short and long amplicons, we suggest a hybrid approach using short amplicons for sampling breadth and depth, and long amplicons to characterize the local species pool for improved identification and phylogenetic analyses.
Collapse
Affiliation(s)
- Brendan Furneaux
- Program in Systematic Biology, Department of Organismal Biology, Uppsala University, Uppsala, Sweden
| | - Mohammad Bahram
- Department of Ecology, Swedish University of Agricultural Sciences, Uppsala, Sweden.,Institute of Ecology and Earth Sciences, University of Tartu, Tartu, Estonia
| | - Anna Rosling
- Program in Evolutionary Biology, Department of Ecology and Genetics, Uppsala University, Uppsala, Sweden
| | - Nourou S Yorou
- Research Unit in Tropical Mycology and Plant-Fungi Interactions, LEB, University of Parakou, Parakou, Benin
| | - Martin Ryberg
- Program in Systematic Biology, Department of Organismal Biology, Uppsala University, Uppsala, Sweden
| |
Collapse
|
39
|
Rincón C, Droh G, Villard L, Masclaux FG, N'guetta A, Zeze A, Sanders IR. Hierarchical spatial sampling reveals factors influencing arbuscular mycorrhizal fungus diversity in Côte d'Ivoire cocoa plantations. MYCORRHIZA 2021; 31:289-300. [PMID: 33638731 PMCID: PMC8068719 DOI: 10.1007/s00572-020-01019-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/03/2020] [Accepted: 12/30/2020] [Indexed: 06/12/2023]
Abstract
While many molecular studies have documented arbuscular mycorrhizal fungi (AMF) communities in temperate ecosystems, very few studies exist in which molecular techniques have been used to study tropical AMF communities. Understanding the composition of AMF communities in tropical areas gains special relevance as crop productivity in typically low fertility tropical soils can be improved with the use of AMF. We used a hierarchical sampling approach in which we sampled soil from cocoa (Theobroma cacao L.) plantations nested in localities, and in which localities were nested within each of three regions of Côte d'Ivoire. This sampling strategy, combined with 18S rRNA gene sequencing and a dedicated de novo OTU-picking model, allowed us to study AMF community composition and how it is influenced at different geographical scales and across environmental gradients. Several factors, including pH, influenced overall AMF alpha diversity and differential abundance of specific taxa and families of the Glomeromycotina. Assemblages and diversity metrics at the local scale did not reliably predict those at regional scales. The amount of variation explained by soil, climate, and geography variables left a large proportion of the variance to be explained by other processes, likely happening at smaller scales than the ones considered in this study. Gaining a better understanding of processes involved in shaping tropical AMF community composition and AMF establishment are much needed and could allow for the development of sustainable, productive tropical agroecosystems.
Collapse
Affiliation(s)
- Cristian Rincón
- Department of Ecology and Evolution, University of Lausanne, Lausanne, Switzerland
| | - Germain Droh
- Laboratoire de Génétique, UFR Biosciences, Université Félix Houphouët-Boigny, Abidjan, Côte d'Ivoire
| | - Lucas Villard
- Department of Ecology and Evolution, University of Lausanne, Lausanne, Switzerland
| | - Frédéric G Masclaux
- Department of Ecology and Evolution, University of Lausanne, Lausanne, Switzerland
| | - Assanvo N'guetta
- Laboratoire de Génétique, UFR Biosciences, Université Félix Houphouët-Boigny, Abidjan, Côte d'Ivoire
| | - Adolphe Zeze
- Laboratoire de Biotechnologies Végétale Et Microbienne, Unité Mixte de Recherche Et D'Innovation en Sciences Agronomiques Et Génie Rual, Institut National Polytechnique Félix Houphouet-Boigny, Yamoussoukro, Côte d'Ivoire
| | - Ian R Sanders
- Department of Ecology and Evolution, University of Lausanne, Lausanne, Switzerland.
| |
Collapse
|
40
|
Dai L, Liu C, Peng L, Song C, Li X, Tao L, Li G. Different distribution patterns of microorganisms between aquaculture pond sediment and water. J Microbiol 2021; 59:376-388. [PMID: 33630250 DOI: 10.1007/s12275-021-0635-5] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2020] [Revised: 01/18/2021] [Accepted: 01/19/2021] [Indexed: 12/27/2022]
Abstract
Aquatic microorganisms in the sediment and water column are closely related; however, their distribution patterns between these two habitats still remain largely unknown. In this study, we compared sediment and water microeukaryotic and bacterial microorganisms in aquaculture ponds from different areas in China, and analyzed the influencing environmental factors as well as the inter-taxa relationships. We found that bacteria were significantly more abundant than fungi in both sediment and water, and the bacterial richness and diversity in sediment were higher than in water in all the sampling areas, but no significant differences were found between the two habitats for microeukaryotes. Bacterial taxa could be clearly separated through cluster analysis between the sediment and water, while eukaryotic taxa at all classification levels could not. Spirochaetea, Deltaproteobacteria, Nitrospirae, Ignavibacteriae, Firmicutes, Chloroflexi, and Lentimicrobiaceae were more abundantly distributed in sediment, while Betaproteobacteria, Alphaproteobacter, Cyanobacteria, Roseiflexaceae, Dinghuibacter, Cryomorphaceae, and Actinobacteria were more abundant in water samples. For eukaryotes, only Cryptomonadales were found to be distributed differently between the two habitats. Microorganisms in sediment were mainly correlated with enzymes related to organic matter decomposition, while water temperature, pH, dissolved oxygen, and nutrient levels all showed significant correlation with the microbial communities in pond water. Intensive interspecific relationships were also found among eukaryotes and bacteria. Together, our results indicated that eukaryotic microorganisms are distributed less differently between sediment and water in aquaculture ponds compared to bacteria. This study provides valuable data for evaluating microbial distributions in aquatic environments, which may also be of practical use in aquaculture pond management.
Collapse
Affiliation(s)
- Lili Dai
- Key Laboratory of Freshwater Biodiversity Conservation, Ministry of Agriculture and Rural Affairs, Yangtze River Fisheries Research Institute, Chinese Academy of Fishery Sciences, Wuhan, 100141, P. R. China
| | - Chengqing Liu
- Key Laboratory of Freshwater Biodiversity Conservation, Ministry of Agriculture and Rural Affairs, Yangtze River Fisheries Research Institute, Chinese Academy of Fishery Sciences, Wuhan, 100141, P. R. China
- College of Marine Sciences, Shanghai Ocean University, Shanghai, 201306, P. R. China
| | - Liang Peng
- Key Laboratory of Freshwater Biodiversity Conservation, Ministry of Agriculture and Rural Affairs, Yangtze River Fisheries Research Institute, Chinese Academy of Fishery Sciences, Wuhan, 100141, P. R. China
| | - Chaofeng Song
- Key Laboratory of Freshwater Biodiversity Conservation, Ministry of Agriculture and Rural Affairs, Yangtze River Fisheries Research Institute, Chinese Academy of Fishery Sciences, Wuhan, 100141, P. R. China
| | - Xiaoli Li
- Key Laboratory of Freshwater Biodiversity Conservation, Ministry of Agriculture and Rural Affairs, Yangtze River Fisheries Research Institute, Chinese Academy of Fishery Sciences, Wuhan, 100141, P. R. China
| | - Ling Tao
- Key Laboratory of Freshwater Biodiversity Conservation, Ministry of Agriculture and Rural Affairs, Yangtze River Fisheries Research Institute, Chinese Academy of Fishery Sciences, Wuhan, 100141, P. R. China
| | - Gu Li
- Key Laboratory of Freshwater Biodiversity Conservation, Ministry of Agriculture and Rural Affairs, Yangtze River Fisheries Research Institute, Chinese Academy of Fishery Sciences, Wuhan, 100141, P. R. China.
| |
Collapse
|
41
|
Xing R, Gao QB, Zhang FQ, Wang JL, Chen SL. Environmental filtering affects fungal communities more than dispersal limitation in a high-elevation hyperarid basin on Qinghai-Tibet Plateau. FEMS Microbiol Lett 2021; 368:6169705. [PMID: 33713124 DOI: 10.1093/femsle/fnab033] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2020] [Accepted: 03/11/2021] [Indexed: 12/13/2022] Open
Abstract
The Qaidam Basin is the most extensive (120 000 km2) basin on the Qinghai-Tibet Plataea (QTP). Recent studies have shown that environmental selection and dispersal limitation influence the soil fungal community significantly in a large-scale distance. However, less is known about large-scale soil fungal community assemblages and its response to the elevation gradient in the high-elevation basin ecosystems. We studied fungal assemblages using Illumina sequencing of the ITS1 region from 35 sites of the Qaidam Basin. As the increase of elevation, fungal species richness and Chao1 index also increased. The Ascomycota was the most abundant phylum (more than 70% of total sequences), and six of the 10 most abundance fungal family was detected in all 35 soil samples. The key factors influencing the soil fungal community composition in the Qaidam Basin were environmental filtering (soil properties and climate factors). The Mantel test showed no significant relationship between geographic distance and community similarity (r = 0.05; p = 0.81). The absence of the distance effect might be caused by lacking dispersal limitation for the soil fungal community.
Collapse
Affiliation(s)
- Rui Xing
- Key Laboratory of Adaptation and Evolution of Plateau Biota, Northwest Institute of Plateau Biology, Chinese Academy of Sciences, 59 Xiguan Avenue, Xining, Qinghai 810001, China.,Qinghai Provincial Key Laboratory of Crop Molecular Breeding, 59 Xiguan Avenue, Xining, Qinghai 810001, China
| | - Qing-Bo Gao
- Key Laboratory of Adaptation and Evolution of Plateau Biota, Northwest Institute of Plateau Biology, Chinese Academy of Sciences, 59 Xiguan Avenue, Xining, Qinghai 810001, China
| | - Fa-Qi Zhang
- Key Laboratory of Adaptation and Evolution of Plateau Biota, Northwest Institute of Plateau Biology, Chinese Academy of Sciences, 59 Xiguan Avenue, Xining, Qinghai 810001, China
| | - Jiu-Li Wang
- Qinghai Nationalities University, No. 3 Bayizhonglu, Chengdong District, Xining, Qinghai 810007, China
| | - Shi-Long Chen
- Key Laboratory of Adaptation and Evolution of Plateau Biota, Northwest Institute of Plateau Biology, Chinese Academy of Sciences, 59 Xiguan Avenue, Xining, Qinghai 810001, China
| |
Collapse
|
42
|
Baldrian P, Větrovský T, Lepinay C, Kohout P. High-throughput sequencing view on the magnitude of global fungal diversity. FUNGAL DIVERS 2021. [DOI: 10.1007/s13225-021-00472-y] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
|
43
|
Nakadai R. Degrees of compositional shift in tree communities vary along a gradient of temperature change rates over one decade: Application of an individual-based temporal beta-diversity concept. Ecol Evol 2020; 10:13613-13623. [PMID: 33391667 PMCID: PMC7771126 DOI: 10.1002/ece3.6579] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2020] [Revised: 06/15/2020] [Accepted: 06/18/2020] [Indexed: 12/24/2022] Open
Abstract
Temporal patterns in communities have gained widespread attention recently, to the extent that temporal changes in community composition are now termed "temporal beta-diversity." Previous studies of beta-diversity have made use of two classes of dissimilarity indices: incidence-based (e.g., Sørensen and Jaccard dissimilarity) and abundance-based (e.g., Bray-Curtis and Ružička dissimilarity). However, in the context of temporal beta-diversity, the persistence of identical individuals and turnover among other individuals within the same species over time have not been considered, despite the fact that both will affect compositional changes in communities. To address this issue, I propose new index concepts for beta-diversity and the relative speed of compositional shifts in relation to individual turnover based on individual identity information. Individual-based beta-diversity indices are novel dissimilarity indices that consider individual identity information to quantitatively evaluate temporal change in individual turnover and community composition. I applied these new indices to individually tracked tree monitoring data in deciduous and evergreen broad-leaved forests across the Japanese archipelago with the objective of quantifying the effect of climate change trends (i.e., rates of change in both annual mean temperature and annual precipitation) on individual turnover and compositional shifts at each site. A new index explored the relative contributions of mortality and recruitment processes to temporal changes in community composition. Clear patterns emerged showing that an increase in the temperature change rate facilitated the relative contribution of mortality components. The relative speed of compositional shift increased with increasing temperature change rates in deciduous forests but decreased with increasing warming rates in evergreen forests. These new concepts provide a way to identify novel and high-resolution temporal patterns in communities.
Collapse
Affiliation(s)
- Ryosuke Nakadai
- Department of Environmental and Biological Sciences, Faculty of Science and ForestryUniversity of Eastern FinlandJoensuuFinland
- Department of Ecosystem Studies, Graduate School of Agricultural and Life SciencesThe University of TokyoTokyoJapan
| |
Collapse
|
44
|
Mony C, Vandenkoornhuyse P, Bohannan BJM, Peay K, Leibold MA. A Landscape of Opportunities for Microbial Ecology Research. Front Microbiol 2020; 11:561427. [PMID: 33329422 PMCID: PMC7718007 DOI: 10.3389/fmicb.2020.561427] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2020] [Accepted: 10/30/2020] [Indexed: 11/13/2022] Open
Abstract
Microbes encompass tremendous biodiversity, provide support to all living forms, including humans, and play an important role in many ecosystem services. The rules that govern microorganism community assembly are increasingly revealed due to key advances in molecular and analytical methods but their understanding remain a key challenge in microbial ecology. The existence of biogeographic patterns within microbial communities has been established and explained in relation to landscape-scale processes, including selection, drift, dispersal and mutation. The effect of habitat patchiness on microorganisms' assembly rules remains though incompletely understood. Here, we review how landscape ecology principles can be adapted to explore new perspectives on the mechanisms that determine microbial community structure. To provide a general overview, we characterize microbial landscapes, the spatial and temporal scales of the mechanisms that drive microbial assembly and the feedback between microorganisms and landscape structure. We provide evidence for the effects of landscape heterogeneity, landscape fragmentation and landscape dynamics on microbial community structure, and show that predictions made for macro-organisms at least partly also apply to microorganisms. We explain why emerging metacommunity approaches in microbial ecology should include explicit characterization of landscape structure in their development and interpretation. We also explain how biotic interactions, such as competition, prey-predator or mutualist relations may influence the microbial landscape and may be involved in the above-mentioned feedback process. However, we argue that the application of landscape ecology to the microbial world cannot simply involve transposing existing theoretical frameworks. This is due to the particularity of these organisms, in terms of size, generation time, and for some of them, tight interaction with hosts. These characteristics imply dealing with unusual and dependent space and time scales of effect. Evolutionary processes have also a strong importance in microorganisms' response to their landscapes. Lastly, microorganisms' activity and distribution induce feedback effects on the landscape that have to be taken into account. The transposition of the landscape ecology framework to microorganisms provides many challenging research directions for microbial ecology.
Collapse
Affiliation(s)
- Cendrine Mony
- UMR CNRS ECOBIO, Université de Rennes, Rennes, France
| | | | | | - Kabir Peay
- Department of Biology, University of Stanford, Stanford, CA, United States
| | - Mathew A Leibold
- Department of Biology, University of Florida, Gainesville, FL, United States
| |
Collapse
|
45
|
Baruch Z, Liddicoat C, Laws M, Kiri Marker L, Morelli H, Yan D, Young JM, Breed MF. Characterising the soil fungal microbiome in metropolitan green spaces across a vegetation biodiversity gradient. FUNGAL ECOL 2020. [DOI: 10.1016/j.funeco.2020.100939] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/22/2023]
|
46
|
Tedersoo L, Anslan S, Bahram M, Drenkhan R, Pritsch K, Buegger F, Padari A, Hagh-Doust N, Mikryukov V, Gohar D, Amiri R, Hiiesalu I, Lutter R, Rosenvald R, Rähn E, Adamson K, Drenkhan T, Tullus H, Jürimaa K, Sibul I, Otsing E, Põlme S, Metslaid M, Loit K, Agan A, Puusepp R, Varik I, Kõljalg U, Abarenkov K. Regional-Scale In-Depth Analysis of Soil Fungal Diversity Reveals Strong pH and Plant Species Effects in Northern Europe. Front Microbiol 2020; 11:1953. [PMID: 33013735 PMCID: PMC7510051 DOI: 10.3389/fmicb.2020.01953] [Citation(s) in RCA: 73] [Impact Index Per Article: 18.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2020] [Accepted: 07/31/2020] [Indexed: 01/16/2023] Open
Abstract
Soil microbiome has a pivotal role in ecosystem functioning, yet little is known about its build-up from local to regional scales. In a multi-year regional-scale survey involving 1251 plots and long-read third-generation sequencing, we found that soil pH has the strongest effect on the diversity of fungi and its multiple taxonomic and functional groups. The pH effects were typically unimodal, usually both direct and indirect through tree species, soil nutrients or mold abundance. Individual tree species, particularly Pinus sylvestris, Picea abies, and Populus x wettsteinii, and overall ectomycorrhizal plant proportion had relatively stronger effects on the diversity of biotrophic fungi than saprotrophic fungi. We found strong temporal sampling and investigator biases for the abundance of molds, but generally all spatial, temporal and microclimatic effects were weak. Richness of fungi and several functional groups was highest in woodlands and around ruins of buildings but lowest in bogs, with marked group-specific trends. In contrast to our expectations, diversity of soil fungi tended to be higher in forest island habitats potentially due to the edge effect, but fungal richness declined with island distance and in response to forest fragmentation. Virgin forests supported somewhat higher fungal diversity than old non-pristine forests, but there were no differences in richness between natural and anthropogenic habitats such as parks and coppiced gardens. Diversity of most fungal groups suffered from management of seminatural woodlands and parks and thinning of forests, but especially for forests the results depended on fungal group and time since partial harvesting. We conclude that the positive effects of tree diversity on overall fungal richness represent a combined niche effect of soil properties and intimate associations.
Collapse
Affiliation(s)
- Leho Tedersoo
- Institute of Ecology and Earth Sciences, University of Tartu, Tartu, Estonia
| | - Sten Anslan
- Institute of Ecology and Earth Sciences, University of Tartu, Tartu, Estonia.,Zoological Institute, Technische Universität Braunschweig, Brunswick, Germany
| | - Mohammad Bahram
- Institute of Ecology and Earth Sciences, University of Tartu, Tartu, Estonia.,Department of Ecology, Swedish University of Agricultural Sciences, Uppsala, Sweden
| | - Rein Drenkhan
- Institute of Forestry and Rural Engineering, Estonian University of Life Sciences, Tartu, Estonia
| | - Karin Pritsch
- Helmholtz Zentrum München - Deutsches Forschungszentrum für Gesundheit und Umwelt (GmbH), Neuherberg, Germany
| | - Franz Buegger
- Helmholtz Zentrum München - Deutsches Forschungszentrum für Gesundheit und Umwelt (GmbH), Neuherberg, Germany
| | - Allar Padari
- Institute of Forestry and Rural Engineering, Estonian University of Life Sciences, Tartu, Estonia
| | - Niloufar Hagh-Doust
- Institute of Ecology and Earth Sciences, University of Tartu, Tartu, Estonia
| | - Vladimir Mikryukov
- Chair of Forest Management Planning and Wood Processing Technologies, Institute of Plant and Animal Ecology, Ural Branch, Russian Academy of Sciences, Yekaterinburg, Russia
| | - Daniyal Gohar
- Institute of Ecology and Earth Sciences, University of Tartu, Tartu, Estonia
| | - Rasekh Amiri
- Institute of Ecology and Earth Sciences, University of Tartu, Tartu, Estonia
| | - Indrek Hiiesalu
- Institute of Ecology and Earth Sciences, University of Tartu, Tartu, Estonia
| | - Reimo Lutter
- Institute of Forestry and Rural Engineering, Estonian University of Life Sciences, Tartu, Estonia
| | - Raul Rosenvald
- Institute of Ecology and Earth Sciences, University of Tartu, Tartu, Estonia
| | - Elisabeth Rähn
- Institute of Forestry and Rural Engineering, Estonian University of Life Sciences, Tartu, Estonia
| | - Kalev Adamson
- Institute of Forestry and Rural Engineering, Estonian University of Life Sciences, Tartu, Estonia
| | - Tiia Drenkhan
- Institute of Forestry and Rural Engineering, Estonian University of Life Sciences, Tartu, Estonia.,Forest Health and Biodiversity, Natural Resources Institute Finland (Luke), Helsinki, Finland
| | - Hardi Tullus
- Institute of Forestry and Rural Engineering, Estonian University of Life Sciences, Tartu, Estonia
| | - Katrin Jürimaa
- Institute of Forestry and Rural Engineering, Estonian University of Life Sciences, Tartu, Estonia
| | - Ivar Sibul
- Institute of Forestry and Rural Engineering, Estonian University of Life Sciences, Tartu, Estonia
| | - Eveli Otsing
- Institute of Ecology and Earth Sciences, University of Tartu, Tartu, Estonia
| | - Sergei Põlme
- Institute of Ecology and Earth Sciences, University of Tartu, Tartu, Estonia
| | - Marek Metslaid
- Institute of Forestry and Rural Engineering, Estonian University of Life Sciences, Tartu, Estonia
| | - Kaire Loit
- Chair of Plant Health, Estonian University of Life Sciences, Tartu, Estonia
| | - Ahto Agan
- Institute of Ecology and Earth Sciences, University of Tartu, Tartu, Estonia
| | - Rasmus Puusepp
- Institute of Ecology and Earth Sciences, University of Tartu, Tartu, Estonia
| | - Inge Varik
- Institute of Ecology and Earth Sciences, University of Tartu, Tartu, Estonia
| | - Urmas Kõljalg
- Institute of Ecology and Earth Sciences, University of Tartu, Tartu, Estonia.,Natural History Museum and Botanical Garden, University of Tartu, Tartu, Estonia
| | - Kessy Abarenkov
- Natural History Museum and Botanical Garden, University of Tartu, Tartu, Estonia
| |
Collapse
|
47
|
Marjanović Ž, Nawaz A, Stevanović K, Saljnikov E, Maček I, Oehl F, Wubet T. Root-Associated Mycobiome Differentiate between Habitats Supporting Production of Different Truffle Species in Serbian Riparian Forests. Microorganisms 2020; 8:E1331. [PMID: 32878332 PMCID: PMC7563819 DOI: 10.3390/microorganisms8091331] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2020] [Revised: 08/24/2020] [Accepted: 08/29/2020] [Indexed: 11/17/2022] Open
Abstract
Balkan lowlands bordering with the Pannonia region are inhabited by diverse riparian forests that support production of different truffle species, predominantly the most prized white truffle of Piedmont (Tuber magnatum Pico), but also other commercial species (T.macrosporum Vitt., T. aestivum Vitt.). Surprisingly, little is known about the native root-associated mycobiome (RAM) of these lowland truffle-producing forests. Therefore, in this study we aim at exploring and comparing the RAMs of three different truffle-producing forests from Kolubara river plane in Serbia. Molecular methods based on next generation sequencing (NGS) were used to evaluate the diversity of root-associated fungal communities and to elucidate the influence of environmental factors on their differentiation. To our knowledge, this is the first study from such habitats with a particular focus on comparative analysis of the RAM in different truffle-producing habitats using a high-throughput sequencing approach. Our results indicated that the alpha diversity of investigated fungal communities was not significantly different between different truffle-producing forests and within a specific forest type, while the seasonal differences in the alpha diversity were only observed in the white truffle-producing forests. Taxonomic profiling at phylum level indicated the dominance of fungal OTUs belonging to phylum Ascomycota and Basidiomycota, with very minor presence of other phyla. Distinct community structures of root-associated mycobiomes were observed for white, mixed, and black truffle-producing forests. The core mycobiome analysis indicated a fair share of fungal genera present exclusively in white and black truffle-producing forest, while the core genera of mixed truffle-producing forests were shared with both white and black truffle-producing forests. The majority of detected fungal OTUs in all three forest types were symbiotrophs, with ectomycorrhizal fungi being a dominant functional guild. Apart from assumed vegetation factor, differentiation of fungal communities was driven by factors connected to the distance from the river and exposure to fluvial activities, soil age, structure, and pH. Overall, Pannonian riparian forests appear to host diverse root-associated fungal communities that are strongly shaped by variation in soil conditions.
Collapse
Affiliation(s)
- Žaklina Marjanović
- Institute for Multidisciplinary Research, Belgrade University, Kneza Višeslava 1, 11030 Belgrade, Serbia
| | - Ali Nawaz
- Helmholtz Centre for Environmental Research—UFZ, Department of Community Ecology, 06120 Halle (Saale), Germany;
| | - Katarina Stevanović
- Faculty of Biology, University of Belgrade, Studentski Trg 3, 11000 Belgrade, Serbia;
| | - Elmira Saljnikov
- Soil Science Institute, Teodora Drajzera 7, 11000 Belgrade, Serbia;
| | - Irena Maček
- Department of Agronomy, Biotechnical Faculty, University of Ljubljana, Jamnikarjeva 101, 1000 Ljubljana, Slovenia;
- Faculty of Mathematics, Natural Sciences and Information Technologies (FAMNIT), University of Primorska, Glagoljaška 8, 6000 Koper, Slovenia
| | - Fritz Oehl
- Agroscope, Competence Division for Plants and Plant Products, Ecotoxicology, Müller-Thurgau-Str. 29, 8820 Wädenswil, Switzerland;
| | - Tesfaye Wubet
- Helmholtz Centre for Environmental Research—UFZ, Department of Community Ecology, 06120 Halle (Saale), Germany;
- German Centre for Integrative Biodiversity Research (iDiv) Halle-Jena-Leipzig, Deutscher Platz 5e, 04103 Leipzig, Germany
| |
Collapse
|
48
|
Daws SC, Cline LA, Rotenberry J, Sadowsky MJ, Staley C, Dalzell B, Kennedy PG. Do shared traits create the same fates? Examining the link between morphological type and the biogeography of fungal and bacterial communities. FUNGAL ECOL 2020. [DOI: 10.1016/j.funeco.2020.100948] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
|
49
|
Sugiyama Y, Matsuoka S, Osono T. Two-years of investigation revealed the inconsistency of seasonal dynamics of an ectomycorrhizal fungal community in Japanese cool-temperate forest across years. FEMS Microbiol Ecol 2020; 96:5857164. [DOI: 10.1093/femsec/fiaa118] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2020] [Accepted: 06/11/2020] [Indexed: 11/13/2022] Open
Abstract
ABSTRACT
Ectomycorrhizal (ECM) fungal communities show temporal dynamics. Such dynamics have been mainly assessed with 1 year of investigations and have been related to the seasonal changes in environment. Recent study in sub-tropical region has revealed that stochastic temporal-based process can affect ECM fungal community, making the community of the same season different between years. The different community structures across years have also been observed in the Arctic region with a grass host. Nevertheless, in temperate zones, the effect of temporal-based processes and the consistency of seasonal dynamics have never been investigated. We conducted a 2-year root sampling in a cool temperate Fagus crenata forest to test whether the temporal variation of ECM fungal community composition could be explained by season. The explanation powers of temporal distance and environmental factors for the temporal dynamics of ECM fungal community were simultaneously evaluated. The variation in community structure was significantly explained by year but not by season, indicating that seasonal community structure differed between years. This difference in the community structure across years was partly explained by temporal factors. Our study implies that the temporal dynamics of ECM fungal communities in temperate forests are affected by temporal-based factors and can vary across years.
Collapse
Affiliation(s)
- Yoriko Sugiyama
- Graduate School of Human and Environmental Studies, Kyoto University, Yoshida-nihonmatsu-cho, Sakyo-ku, Kyoto 606–8501, Japan
| | - Shunsuke Matsuoka
- Graduate School of Simulation Studies, University of Hyogo, 7-1-28 Minatojima-minamimachi, Chuo-ku, Kobe, 650-0047, Japan
| | - Takashi Osono
- Department of Environmental Systems Science, Faculty of Science and Engineering, Doshisha University, Tatara Miyakodani 1-3, Kyotanabe, Kyoto, 610-0394, Japan
| |
Collapse
|
50
|
|