1
|
Cook C, Huskey D, Mazzola M, Somera T. Effect of Rootstock Genotype and Arbuscular Mycorrhizal Fungal (AMF) Species on Early Colonization of Apple. PLANTS (BASEL, SWITZERLAND) 2024; 13:1388. [PMID: 38794458 PMCID: PMC11125189 DOI: 10.3390/plants13101388] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/15/2024] [Revised: 05/09/2024] [Accepted: 05/15/2024] [Indexed: 05/26/2024]
Abstract
The effect of plant cultivar on the degree of mycorrhization and the benefits mediated by arbuscular mycorrhizal fungi (AMF) have been documented in many crops. In apple, a wide variety of rootstocks are commercially available; however, it is not clear whether some rootstock genotypes are more susceptible to mycorrhization than others and/or whether AMF species identity influences rootstock compatibility. This study addresses these questions by directly testing the ability/efficacy of four different AMF species (Rhizophagus irregularis, Septoglomus deserticola, Claroideoglomus claroideum or Claroideoglomus etunicatum) to colonize a variety of commercially available Geneva apple rootstock genotypes (G.11, G.41, G.210, G.969, and G.890). Briefly, micropropagated plantlets were inoculated with individual species of AMF or were not inoculated. The effects of the rootstock genotype/AMF interaction on mycorrhization, plant growth, and/or leaf nutrient concentrations were assessed. We found that both rootstock genotype and the identity of the AMF are significant sources of variation affecting the percentage of colonization. However, these factors largely operate independently in terms of the extent of root colonization. Among the AMF tested, C. etunicatum and R. irregularis represented the most compatible fungal partners, regardless of apple rootstock genotype. Among the rootstocks tested, semi-dwarfing rootstocks appeared to have an advantage over dwarfing rootstocks in regard to establishing and maintaining associations with AMF. Nutrient uptake and plant growth outcomes were also influenced in a rootstock genotype/AMF species-specific manner. Our findings suggest that matching host genetics with compatible AMF species has the potential to enhance agricultural practices in nursery and orchard systems.
Collapse
Affiliation(s)
- Chris Cook
- Tree Fruit Research and Extension Center, Washington State University, 1100 N Western Ave, Wenatchee, WA 98801, USA;
| | - David Huskey
- United States Department of Agriculture-Agricultural Research Service Tree Fruit Research Lab, 1104 N Western Ave, Wenatchee, WA 98801, USA
| | - Mark Mazzola
- Department of Plant Pathology, Stellenbosch University, Private Bag X1, Matieland 7600, South Africa;
| | - Tracey Somera
- United States Department of Agriculture-Agricultural Research Service Tree Fruit Research Lab, 1104 N Western Ave, Wenatchee, WA 98801, USA
| |
Collapse
|
2
|
Ghorui M, Chowdhury S, Balu P, Burla S. Arbuscular Mycorrhizal inoculants and its regulatory landscape. Heliyon 2024; 10:e30359. [PMID: 38711654 PMCID: PMC11070868 DOI: 10.1016/j.heliyon.2024.e30359] [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: 11/13/2023] [Revised: 04/23/2024] [Accepted: 04/24/2024] [Indexed: 05/08/2024] Open
Abstract
One of the most prominent means for sustainable agriculture and ecosystem management are Arbuscular Mycorrhizal (AM) inoculants. These inoculants establish beneficial symbiotic relationships with land plant roots, offering a wide range of benefits, from enhanced nutrient absorption to improved resilience against environmental stressors. However, several currently available commercial AM inoculants face challenges such as inconsistency in field applications, ecological risks associated with non-native strains, and the absence of universal regulations. Currently, regulations for AM inoculants vary globally, with some regions leading efforts to standardize and ensure quality control. Proposed regulatory frameworks aim to establish parameters for composition, safety, and efficacy. Nevertheless, challenges persist in terms of scientific data, standardization, testing under real conditions, and the ecological impact of these inoculants. To address these challenges and unlock the full potential of AM inoculants, increased research funding, public-private partnerships, monitoring, awareness, and ecosystem impact studies are recommended. Future regulations have the potential to improve product quality, soil health, and crop productivity while reducing reliance on chemical inputs and benefiting the environment. However, addressing issues related to compliance, standardization, education, certification, monitoring, and cost is essential for realizing these benefits. Global harmonization and collaborative efforts are vital to maximize their impact on agriculture and ecosystem management, leading to healthier soils, increased crop yields, and a more sustainable agricultural industry.
Collapse
Affiliation(s)
- Maunata Ghorui
- Symbiotic Sciences Pvt. Ltd., Plot no 575, Pace City-II, Sector 37, Gurugram, Haryana, 122001, India
| | - Shouvik Chowdhury
- Symbiotic Sciences Pvt. Ltd., Plot no 575, Pace City-II, Sector 37, Gurugram, Haryana, 122001, India
| | - Prakash Balu
- Department of Biotechnology, School of Life Sciences, Vels Institute of Science, Technology and Advanced Studies (VISTAS), Pallavaram, Chennai, 600 117, India
| | - Sashidhar Burla
- ATGC Biotech Pvt. Ltd., Sy. No. 494, 495 & 496, ATGC Agri Biotech Innovation Square, TSIC Kolthur Biotech Park, Genome Valley, Shamirpet Mandal, Hyderabad, Telangana 500078, India
| |
Collapse
|
3
|
Zhang Y, Sang P, Wang K, Gao J, Liu Q, Wang J, Qian F, Shu Y, Hong P. Enhanced chromium and nitrogen removal by constructing a biofilm reaction system based on denitrifying bacteria preferential colonization theory. ECOTOXICOLOGY AND ENVIRONMENTAL SAFETY 2024; 273:116156. [PMID: 38412631 DOI: 10.1016/j.ecoenv.2024.116156] [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: 01/04/2024] [Revised: 02/12/2024] [Accepted: 02/24/2024] [Indexed: 02/29/2024]
Abstract
Understanding the developmental characteristics of microbial communities in biofilms is crucial for designing targeted functional microbial enhancements for the remediation of complex contamination scenarios. The strong prioritization effect of microorganisms confers the ability to colonize strains that arrive first dominantly. In this study, the auto-aggregating denitrifying bacterial Pseudomonas stutzeri strain YC-34, which has both nitrogen and chromium removal characteristics, was used as a biological material to form a stable biofilm system based on the principle of dominant colonization and biofortification. The effect of the biofilm system on nitrogen and chromium removal was characterized by measuring the changes in the quality of influent and effluent water. The pattern of biofilm changes was analyzed by measuring biofilm content and thickness and characterizing extracellular polymer substances (EPS). Further analysis of the biofilm microbiota characteristics and potential functions revealed the mechanism of strain YC-34 biofortified biofilm. The results revealed that the biofilm system formed could achieve 90.56% nitrate-nitrogen removal with an average initial nitrate-nitrogen concentration of 51.9 mg/L and 40% chromium removal with an average initial hexavalent chromium Cr(VI) concentration of 7.12 mg/L. The biofilm properties of the system were comparatively analyzed during the biofilm formation period, the fluctuation period of Cr(VI)-stressed water quality, and the stabilization period of Cr(VI)-stressed water quality. The biofilm system may be able to increase the structure of hydrogen bonds, the type of protein secondary structure, and the abundance of amino acid-like components in the EPS, which may confer biofilm tolerance to Cr(VI) stress and allow the system to maintain a stable biofilm structure. Furthermore, microbial characterization indicated an increase in microbial diversity in the face of chromium stress, with an increase in the abundance of nitrogen removal-associated functional microbiota and an increasing trend in the abundance of nitrogen transfer pathways. These results demonstrate that the biofilm system is stable in nitrogen and chromium removal. This bioaugmentation method may provide a new way for the remediation of heavy metal-polluted water bodies and also provides theoretical and application parameters for the popularization and application of biofilm systems.
Collapse
Affiliation(s)
- Yancheng Zhang
- College of Life Sciences, School of Ecology and Environment, Collaborative Innovation Center of Recovery and Reconstruction of Degraded Ecosystem in Wanjiang Basin Co-founded by Anhui Province and Ministry of Education, Anhui Normal University, Wuhu 241002, China
| | - Pengcheng Sang
- College of Life Sciences, School of Ecology and Environment, Collaborative Innovation Center of Recovery and Reconstruction of Degraded Ecosystem in Wanjiang Basin Co-founded by Anhui Province and Ministry of Education, Anhui Normal University, Wuhu 241002, China
| | - Kuan Wang
- Wuhu Three Gorges Water Co., Ltd., Wuhu 241000, China
| | - Jingyi Gao
- College of Life Sciences, School of Ecology and Environment, Collaborative Innovation Center of Recovery and Reconstruction of Degraded Ecosystem in Wanjiang Basin Co-founded by Anhui Province and Ministry of Education, Anhui Normal University, Wuhu 241002, China
| | - Qiang Liu
- College of Life Sciences, School of Ecology and Environment, Collaborative Innovation Center of Recovery and Reconstruction of Degraded Ecosystem in Wanjiang Basin Co-founded by Anhui Province and Ministry of Education, Anhui Normal University, Wuhu 241002, China
| | - Jihong Wang
- Wuhu Three Gorges Water Co., Ltd., Wuhu 241000, China
| | - Fangping Qian
- China National Chemical Communication Construction Group Co., Ltd., Jinan 250102, China
| | - Yilin Shu
- College of Life Sciences, School of Ecology and Environment, Collaborative Innovation Center of Recovery and Reconstruction of Degraded Ecosystem in Wanjiang Basin Co-founded by Anhui Province and Ministry of Education, Anhui Normal University, Wuhu 241002, China
| | - Pei Hong
- College of Life Sciences, School of Ecology and Environment, Collaborative Innovation Center of Recovery and Reconstruction of Degraded Ecosystem in Wanjiang Basin Co-founded by Anhui Province and Ministry of Education, Anhui Normal University, Wuhu 241002, China.
| |
Collapse
|
4
|
Chen Y, Zhou X, Wang Z, Su X, Liu F, Tian X, Ye Y, Shao Y, Yuan Z. Cd contamination determined assembly processes and network stability of AM fungal communities in an urban green space ecosystem. THE SCIENCE OF THE TOTAL ENVIRONMENT 2023; 899:166372. [PMID: 37598964 DOI: 10.1016/j.scitotenv.2023.166372] [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: 05/28/2023] [Revised: 07/24/2023] [Accepted: 08/15/2023] [Indexed: 08/22/2023]
Abstract
The effects of cadmium (Cd) contamination on the assembly mechanism and co-occurrence patterns of arbuscular mycorrhizal (AM) fungal communities remain unclear, especially in urban green spaces. This study sequenced AM fungal communities in greenbelt soils in Zhengzhou (China). The effects of Cd contamination on the AM fungal diversity, community assembly processes, and co-occurrence patterns were explored. We found that (1) an increase in Cd contamination changed the community composition, which resulted in a significant improvement in the diversity of specialists of AM fungi and a significant decrease in the diversity of generalists. (2) Deterministic processes dominated the community assembly of specialists and stochastic processes dominated the community assembly of generalists. (3) Specialists played a more important role than generalists in maintaining the stability of AM fungal networks under Cd contamination. Overall, Cd contamination affected the ecological processes of AM fungi in urban green space ecosystems. However, the effects on the assembly processes and network stability of different AM fungi taxa (specialists and generalists) differed significantly. The present study provides deeper insight into the effect of Cd contamination on the ecological processes of AMF and is helpful in further exploring the ecological risk of Cd contamination in urban green spaces.
Collapse
Affiliation(s)
- Yun Chen
- College of Life Sciences, Henan Agricultural University, No.63 Agricultural Road, Zhengzhou 450002, China
| | - Xiayan Zhou
- College of Life Sciences, Henan Agricultural University, No.63 Agricultural Road, Zhengzhou 450002, China
| | - Zhao Wang
- College of Life Sciences, Henan Agricultural University, No.63 Agricultural Road, Zhengzhou 450002, China
| | - Xiao Su
- College of Life Sciences, Henan Agricultural University, No.63 Agricultural Road, Zhengzhou 450002, China
| | - Fengqin Liu
- College of Life Sciences, Henan Agricultural University, No.63 Agricultural Road, Zhengzhou 450002, China
| | - Xiangyu Tian
- College of Life Sciences, Henan Agricultural University, No.63 Agricultural Road, Zhengzhou 450002, China
| | - Yongzhong Ye
- College of Life Sciences, Henan Agricultural University, No.63 Agricultural Road, Zhengzhou 450002, China
| | - Yizhen Shao
- College of Life Sciences, Henan Agricultural University, No.63 Agricultural Road, Zhengzhou 450002, China.
| | - Zhiliang Yuan
- College of Life Sciences, Henan Agricultural University, No.63 Agricultural Road, Zhengzhou 450002, China.
| |
Collapse
|
5
|
Souza GG, Santos SC, Santos CC, Dias AS, Silverio JM, Trovato VW, Flauzino DS. Arbuscular mycorrhizal fungi promote the growth of Dipteryx alata Vogel. BRAZ J BIOL 2023; 83:e275172. [PMID: 37909590 DOI: 10.1590/1519-6984.275172] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2023] [Accepted: 08/10/2023] [Indexed: 11/03/2023] Open
Abstract
The symbiosis between arbuscular mycorrhizal fungi (AMF) and fruit tree plants is a sustainable strategy for producing seedlings. However, information for Dipteryx alata Vogel., a native species, is still scarce. Thus, this study aimed to identify the most promising AMF inoculum for producing D. alata seedlings and their effects on growth. Seedlings were inoculated with Clareoideoglomus etunicatum, Gigaspora albida, Gigaspora margarita, a mixture of these three species, and an uninoculated control. Height, diameter, and chlorophyll index were evaluated at 30, 60, 90, 120, 150, and 180 days after seedling transplanting, while biomass production, quality index, dependence, and mycorrhizal efficiency were evaluated at 180 days. Greater diameter and height values were observed for D. alata seedlings at 180 days and inoculated with G. albida, G. margarita, and the mixture. AMF of the genus Gigaspora positively contributed to biomass production and seedling quality. D. alata seedlings show high mycorrhizal dependence on G. albida and G. margarita inoculum, which had good mycorrhizal efficiency. AMF, especially those of the genus Gigaspora, favor the production of high-quality D. alata seedlings.
Collapse
Affiliation(s)
- G G Souza
- Universidade do Estado de Santa Catarina - UDESC, Departamento de Ciência do Solo, Florianópolis, SC, Brasil
| | - S C Santos
- Universidade Federal da Grande Dourados - UFGD, Faculdade de Ciências Agrárias, Dourados, MS, Brasil
| | - C C Santos
- Universidade Federal da Grande Dourados - UFGD, Faculdade de Ciências Agrárias, Dourados, MS, Brasil
| | - A S Dias
- Universidade Federal da Grande Dourados - UFGD, Faculdade de Ciências Agrárias, Dourados, MS, Brasil
| | - J M Silverio
- Universidade Federal da Grande Dourados - UFGD, Faculdade de Ciências Agrárias, Dourados, MS, Brasil
| | - V W Trovato
- Universidade Federal da Grande Dourados - UFGD, Faculdade de Ciências Agrárias, Dourados, MS, Brasil
| | - D S Flauzino
- Serviço Nacional de Aprendizagem Rural - SENAR, Departamento de Hortifruti, Dourados, MS, Brasil
| |
Collapse
|
6
|
Guo B, Zhang H, Liu Y, Chen J, Li J. Drought-resistant trait of different crop genotypes determines assembly patterns of soil and phyllosphere microbial communities. Microbiol Spectr 2023; 11:e0006823. [PMID: 37754752 PMCID: PMC10581042 DOI: 10.1128/spectrum.00068-23] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2023] [Accepted: 08/04/2023] [Indexed: 09/28/2023] Open
Abstract
Crop microbiomes are widely recognized to play a role in crop stress resistance, but the ecological processes that shape crop microbiomes under water stress are unclear. Therefore, we investigated the bacterial communities of two oat (Avena sativa) and two wheat (Triticum aestivum) genotypes under different water stress conditions. Our results show that the microbial assemblage was determined by the crop compartment niche. Host selection pressure on the bacterial community increased progressively from soil to epiphyte to endophyte pathways, leading to a decrease in bacterial community diversity and network complexity. Source tracing shows that soil is the primary source of crop microbial communities and that bulk soil is the main potential source of crop microbiota. It filters gradually through the different compartment niches of the crop. We found that the phyla Actinobacteria, Proteobacteria, Gemmatimonadota, and Myxococcota were significantly enriched in bacterial communities associated with crop-resistance enzyme activity. Crop genotype influenced the composition of the rhizosphere soil microbial community, and the composition of the phylloplane microbial community was affected by water stress. IMPORTANCE In this paper, we investigated the assembly of the plant microbiome in response to water stress. We found that the determinant of microbiome assembly under water stress was the host type and that microbial communities were progressively filtered and enriched as they moved from soil to epiphyte to endophyte communities, with the main potential source being bulk soil. We also screened for bacterial communities that were significantly associated with crop enzyme activity. Our research provides insights into the manipulation of microbes in response to crop resistance to water stress.
Collapse
Affiliation(s)
- Baobei Guo
- Institute of Loess Plateau, Shanxi University, Taiyuan, Shanxi, China
- Pomology Institute, Shanxi Agricultural University, Taiyuan, Shanxi, China
| | - Hong Zhang
- Institute of Loess Plateau, Shanxi University, Taiyuan, Shanxi, China
| | - Yong Liu
- Institute of Loess Plateau, Shanxi University, Taiyuan, Shanxi, China
| | - Jianwen Chen
- Institute of Loess Plateau, Shanxi University, Taiyuan, Shanxi, China
| | - Junjian Li
- Institute of Loess Plateau, Shanxi University, Taiyuan, Shanxi, China
| |
Collapse
|
7
|
Jokinen M, Sallinen S, Jones MM, Sirén J, Guilbault E, Susi H, Laine AL. The first arriving virus shapes within-host viral diversity during natural epidemics. Proc Biol Sci 2023; 290:20231486. [PMID: 37700649 PMCID: PMC10498040 DOI: 10.1098/rspb.2023.1486] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2023] [Accepted: 08/17/2023] [Indexed: 09/14/2023] Open
Abstract
Viral diversity has been discovered across scales from host individuals to populations. However, the drivers of viral community assembly are still largely unknown. Within-host viral communities are formed through co-infections, where the interval between the arrival times of viruses may vary. Priority effects describe the timing and order in which species arrive in an environment, and how early colonizers impact subsequent community assembly. To study the effect of the first-arriving virus on subsequent infection patterns of five focal viruses, we set up a field experiment using naïve Plantago lanceolata plants as sentinels during a seasonal virus epidemic. Using joint species distribution modelling, we find both positive and negative effects of early season viral infection on late season viral colonization patterns. The direction of the effect depends on both the host genotype and which virus colonized the host early in the season. It is well established that co-occurring viruses may change the virulence and transmission of viral infections. However, our results show that priority effects may also play an important, previously unquantified role in viral community assembly. The assessment of these temporal dynamics within a community ecological framework will improve our ability to understand and predict viral diversity in natural systems.
Collapse
Affiliation(s)
- Maija Jokinen
- Department of Evolutionary Biology and Environmental Studies, University of Zürich, 8057 Zürich, Switzerland
| | - Suvi Sallinen
- Organismal and Evolutionary Biology Research Programme, Faculty of Biological and Environmental Sciences, University of Helsinki, PO Box 65, 00014, Finland
| | - Mirkka M. Jones
- Organismal and Evolutionary Biology Research Programme, Faculty of Biological and Environmental Sciences, University of Helsinki, PO Box 65, 00014, Finland
- Institute of Biotechnology, HiLIFE-Helsinki Institute of Life Science, University of Helsinki, PO Box 65, 00014, Finland
| | - Jukka Sirén
- Institute of Biotechnology, HiLIFE-Helsinki Institute of Life Science, University of Helsinki, PO Box 65, 00014, Finland
| | - Emy Guilbault
- Organismal and Evolutionary Biology Research Programme, Faculty of Biological and Environmental Sciences, University of Helsinki, PO Box 65, 00014, Finland
| | - Hanna Susi
- Organismal and Evolutionary Biology Research Programme, Faculty of Biological and Environmental Sciences, University of Helsinki, PO Box 65, 00014, Finland
| | - Anna-Liisa Laine
- Department of Evolutionary Biology and Environmental Studies, University of Zürich, 8057 Zürich, Switzerland
- Organismal and Evolutionary Biology Research Programme, Faculty of Biological and Environmental Sciences, University of Helsinki, PO Box 65, 00014, Finland
| |
Collapse
|
8
|
Liu S, Vasar M, Öpik M, Koorem K. Disturbance induces similar shifts in arbuscular mycorrhizal fungal communities from grassland and arable field soils. MYCORRHIZA 2023; 33:153-164. [PMID: 36930376 DOI: 10.1007/s00572-023-01108-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/12/2022] [Accepted: 02/23/2023] [Indexed: 06/08/2023]
Abstract
Anthropogenic disturbances play an increasingly important role in structuring the diversity and functioning of soil organisms such as arbuscular mycorrhizal (AM) fungi. Frequently, multiple land-use practices, which may represent disturbances for AM fungal communities, operate simultaneously in different habitats. It is not known, however, how previous land-use history and specific habitat type influence AM fungal community response to disturbances. We applied mechanical (cutting to stimulate tillage) and chemical (herbicide addition) disturbances to AM fungal communities from meadow and arable field soils. Our results indicated that AM fungal communities from meadows, which previously had experienced mowing, were more species rich than communities from fields that had experienced intensive land-use practices. There were no significant differences, however, in the responses to disturbance of the AM fungal communities from field and meadow soils. We expected mechanical disturbance to promote taxa from the family Glomeraceae which are expected to exhibit a ruderal life-history strategy; instead, the abundance of this family increased in response to chemical disturbance. Simultaneous application of mechanical disturbance and herbicide decreased only the abundance of Diversisporaceae. No AM fungal families increased in abundance when both mechanical and chemical disturbances were applied simultaneously, but all disturbances increased the abundance of culturable AM fungi. Our study demonstrates that although chemical and mechanical forms of disturbance favor different AM fungal families, existing information about family-level characteristics may not adequately characterize the life history strategies of AM fungus species.
Collapse
Affiliation(s)
- Siqiao Liu
- Institute of Ecology and Earth Sciences, University of Tartu, 2 J. Liivi Street, 50409, Tartu, Estonia.
| | - Martti Vasar
- Institute of Ecology and Earth Sciences, University of Tartu, 2 J. Liivi Street, 50409, Tartu, Estonia
| | - Maarja Öpik
- Institute of Ecology and Earth Sciences, University of Tartu, 2 J. Liivi Street, 50409, Tartu, Estonia
| | - Kadri Koorem
- Institute of Ecology and Earth Sciences, University of Tartu, 2 J. Liivi Street, 50409, Tartu, Estonia
| |
Collapse
|
9
|
Allsup CM, George I, Lankau RA. Shifting microbial communities can enhance tree tolerance to changing climates. Science 2023; 380:835-840. [PMID: 37228219 DOI: 10.1126/science.adf2027] [Citation(s) in RCA: 29] [Impact Index Per Article: 29.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2022] [Accepted: 04/04/2023] [Indexed: 05/27/2023]
Abstract
Climate change is pushing species outside of their evolved tolerances. Plant populations must acclimate, adapt, or migrate to avoid extinction. However, because plants associate with diverse microbial communities that shape their phenotypes, shifts in microbial associations may provide an alternative source of climate tolerance. Here, we show that tree seedlings inoculated with microbial communities sourced from drier, warmer, or colder sites displayed higher survival when faced with drought, heat, or cold stress, respectively. Microbially mediated drought tolerance was associated with increased diversity of arbuscular mycorrhizal fungi, whereas cold tolerance was associated with lower fungal richness, likely reflecting a reduced burden of nonadapted fungal taxa. Understanding microbially mediated climate tolerance may enhance our ability to predict and manage the adaptability of forest ecosystems to changing climates.
Collapse
Affiliation(s)
- Cassandra M Allsup
- Department of Plant Pathology, University of Wisconsin-Madison, Madison, WI, USA
| | - Isabelle George
- Department of Plant Pathology, University of Wisconsin-Madison, Madison, WI, USA
| | - Richard A Lankau
- Department of Plant Pathology, University of Wisconsin-Madison, Madison, WI, USA
| |
Collapse
|
10
|
Formenti L, Iwanycki Ahlstrand N, Hassemer G, Glauser G, van den Hoogen J, Rønsted N, van der Heijden M, Crowther TW, Rasmann S. Macroevolutionary decline in mycorrhizal colonization and chemical defense responsiveness to mycorrhization. iScience 2023; 26:106632. [PMID: 37168575 PMCID: PMC10165190 DOI: 10.1016/j.isci.2023.106632] [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: 11/01/2022] [Revised: 01/02/2023] [Accepted: 04/04/2023] [Indexed: 05/13/2023] Open
Abstract
Arbuscular mycorrhizal fungi (AMF) have evolved associations with roots of 60% plant species, but the net benefit for plants vary broadly from mutualism to parasitism. Yet, we lack a general understanding of the evolutionary and ecological forces driving such variation. To this end, we conducted a comparative phylogenetic experiment with 24 species of Plantago, encompassing worldwide distribution, to address the effect of evolutionary history and environment on plant growth and chemical defenses in response to AMF colonization. We demonstrate that different species within one plant genus vary greatly in their ability to associate with AMF, and that AMF arbuscule colonization intensity decreases monotonically with increasing phylogenetic branch length, but not with concomitant changes in pedological and climatic conditions across species. Moreover, we demonstrate that species with the highest colonization levels are also those that change their defensive chemistry the least. We propose that the costs imposed by high AMF colonization in terms of reduced changes in secondary chemistry might drive the observed macroevolutionary decline in mycorrhization.
Collapse
Affiliation(s)
- Ludovico Formenti
- Laboratory of Functional Ecology, Institute of Biology, University of Neuchâtel, Neuchâtel, Switzerland
- Institute of Ecology and Evolution, Terrestrial ecology, University of Bern, Bern, Switzerland
| | - Natalie Iwanycki Ahlstrand
- Natural History Museum of Denmark, University of Copenhagen, Øster Voldgade 5–7, 1350 Copenhagen, Denmark
| | - Gustavo Hassemer
- Natural History Museum of Denmark, University of Copenhagen, Øster Voldgade 5–7, 1350 Copenhagen, Denmark
| | - Gaëtan Glauser
- Neuchâtel Platform of Analytical Chemistry (NPAC), University of Neuchâtel, Neuchâtel, Switzerland
| | - Johan van den Hoogen
- Department of Environmental Systems Science, Institute of Integrative Biology, ETH Zürich, Zürich, Switzerland
| | - Nina Rønsted
- Natural History Museum of Denmark, University of Copenhagen, Øster Voldgade 5–7, 1350 Copenhagen, Denmark
- National Tropical Botanical Garden, Kalaheo, HI 96741, USA
| | - Marcel van der Heijden
- Plant-Soil Interactions, Institute for Sustainability Sciences, Agroscope, 8046 Zürich, Switzerland
| | - Thomas W. Crowther
- Department of Environmental Systems Science, Institute of Integrative Biology, ETH Zürich, Zürich, Switzerland
| | - Sergio Rasmann
- Laboratory of Functional Ecology, Institute of Biology, University of Neuchâtel, Neuchâtel, Switzerland
- Corresponding author
| |
Collapse
|
11
|
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: 0] [Impact Index Per Article: 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
|
12
|
Liu Z, Fang J, Song B, Yang Y, Yu Z, Hu J, Dong K, Takahashi K, Adams JM. Stochastic processes dominate soil arbuscular mycorrhizal fungal community assembly along an elevation gradient in central Japan. THE SCIENCE OF THE TOTAL ENVIRONMENT 2023; 855:158941. [PMID: 36152859 DOI: 10.1016/j.scitotenv.2022.158941] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/08/2022] [Revised: 09/18/2022] [Accepted: 09/18/2022] [Indexed: 06/16/2023]
Abstract
Arbuscular mycorrhizal (AM) fungi play an important role in facilitating ecosystem function and stability. Yet, their community response patterns and ecological assembly processes along elevational gradients which cross a range of climates and soil conditions remain elusive. We used Illumina MiSeq sequencing to examine trends in soil AM fungal community along an elevational gradient from 100 m to 2300 m in central Japan. A total of 750 operational taxonomic units (OTUs) affiliated to 12 AM fungal genera were identified from soil samples, and the AM fungal community composition differed strongly with elevation, with variance explained more by climate, followed by soil and plant factors. The AM fungal α-diversity, network connectivity and complexity between AM fungal taxa and also with plant communities all exhibited a maximum at the mid-elevation of 800 m and then declined, principally influenced by soil pH and precipitation. Stochastic processes dominated AM fungal community assembly across the whole elevation gradient, with homogenizing dispersal being the main process. Only when AM fungal communities were contrasted across a relatively broad range of elevations, did variable selection (deterministic process) became significant, and even then in a mixed role with stochasticity. While OTUs of AM fungi are clearly adapted to particular environmental ranges, stochasticity due to rapid dispersal has a major role in determining their occurrence, suggesting that AM fungi may possess generalized and interchangeable niches, and can adjust their distribution rapidly - at least on the scale of a single mountain. This finding emphasizes that the roles of AM fungi in plant ecology may be non-specific and easily substituted, and furthermore that there is rapid local scale dispersal, which may allow plants to maintain effective AM associations under environmental change.
Collapse
Affiliation(s)
- Zihao Liu
- School of Geography and Oceanography, Nanjing University, Nanjing, China
| | - Jie Fang
- School of Geography and Oceanography, Nanjing University, Nanjing, China
| | - Bin Song
- School of Geography and Oceanography, Nanjing University, Nanjing, China
| | - Ying Yang
- School of Geography and Oceanography, Nanjing University, Nanjing, China
| | - Zhi Yu
- Department of Integrative Biotechnology, Sungkyunkwan University, Suwon, South Korea
| | - Junli Hu
- State Key Laboratory of Soil and Sustainable Agriculture, Institute of Soil Science, Chinese Academy of Sciences, Nanjing, China
| | - Ke Dong
- Life Science Major, Kyonggi University, Suwon, South Korea.
| | - Koichi Takahashi
- Department of Biological Sciences, Shinshu University, Matsumoto, Japan.
| | - Jonathan M Adams
- School of Geography and Oceanography, Nanjing University, Nanjing, China.
| |
Collapse
|
13
|
Salmeron-Santiago IA, Martínez-Trujillo M, Valdez-Alarcón JJ, Pedraza-Santos ME, Santoyo G, López PA, Larsen J, Pozo MJ, Chávez-Bárcenas AT. Carbohydrate and lipid balances in the positive plant phenotypic response to arbuscular mycorrhiza: increase in sink strength. PHYSIOLOGIA PLANTARUM 2023; 175:e13857. [PMID: 36648218 DOI: 10.1111/ppl.13857] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/13/2022] [Revised: 01/04/2023] [Accepted: 01/11/2023] [Indexed: 06/17/2023]
Abstract
The exchange of phosphorus (P) and carbon (C) between plants and arbuscular mycorrhizal fungi (AMF) is a major determinant of their mutualistic symbiosis. We explored the C dynamics in tomato (Solanum lycorpersicum) inoculated or not with Rhizophagus irregularis to study their growth response under different NaH2 PO4 concentrations (Null P, 0 mM; Low P, 0.065 mM; High P, 1.3 mM). The percentage of AMF colonization was similar in plants under Null and Low P, but severely reduced under High P. However, the AMF mass biomarker 16:1ω5 revealed higher fungal accumulation in inoculated roots under Low P, while more AMF spores were produced in the Null P. Under High P, AMF biomass and spores were strongly reduced. Plant growth response to mycorrhiza was negative under Null P, showing reduction in height, biovolume index, and source leaf (SL) area. Under Low P, inoculated plants showed a positive response (e.g., increased SL area), while inoculated plants under High P were similar to non-inoculated plants. AMF promoted the accumulation of soluble sugars in the SL under all fertilization levels, whereas the soluble sugar level decreased in roots under Low P in inoculated plants. Transcriptional upregulation of SlLIN6 and SlSUS1, genes related to carbohydrate metabolism, was observed in inoculated roots under Null P and Low P, respectively. We conclude that P-limiting conditions that increase AMF colonization stimulate plant growth due to an increase in the source and sink strength. Our results suggest that C partitioning and allocation to different catabolic pathways in the host are influenced by AMF performance.
Collapse
Affiliation(s)
| | | | - Juan J Valdez-Alarcón
- Centro Multidisciplinario de Estudios en Biotecnología, Universidad Michoacana de San Nicolás de Hidalgo, Morelia, Mexico
| | - Martha E Pedraza-Santos
- Facultad de Agrobiología "Presidente Juárez", Universidad Michoacana de San Nicolás de Hidalgo, Uruapan, Mexico
| | - Gustavo Santoyo
- Instituto de Investigaciones Químico Biológicas, Universidad Michoacana de San Nicolás de Hidalgo, Morelia, Mexico
| | - Pedro A López
- Colegio de Postgraduados-Campus Puebla, San Pedro Cholula, Mexico
| | - John Larsen
- Instituto de Investigaciones en Ecosistemas y Sustentabilidad, Universidad Nacional Autónoma de México, Morelia, Mexico
| | - María J Pozo
- Departamento de Microbiología del Suelo y Sistemas Simbióticos, Estación Experimental del Zaidín, Granada, Spain
| | - Ana T Chávez-Bárcenas
- Facultad de Agrobiología "Presidente Juárez", Universidad Michoacana de San Nicolás de Hidalgo, Uruapan, Mexico
| |
Collapse
|
14
|
Ma Y, Wang D, Guo X, Zhu YG, Delgado-Baquerizo M, Chu H. Root stoichiometry explains wheat endophytes and their link with crop production after four decades of fertilization. THE SCIENCE OF THE TOTAL ENVIRONMENT 2022; 846:157407. [PMID: 35850352 DOI: 10.1016/j.scitotenv.2022.157407] [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: 05/01/2022] [Revised: 06/24/2022] [Accepted: 07/12/2022] [Indexed: 06/15/2023]
Abstract
Fertilization can impact root endophytic microbiomes and food production. However, the impacts of decades of continued fertilization on root microbiomes, and their link with ongoing crop production, remain poorly understood. Here, we used a four decade-long fertilization experiment, including contrasting types of organic and inorganic fertilization, to investigate the effects of long-term fertilization on multi-kingdom root endophytic microbiomes, including keystone species (modules within microbial networks), and their indirect associations with the production of wheat, which is one of the most important crops worldwide. We found that long-term inorganic (nitrogen, phosphorus, potassium (NPK)) and organic (NPK with straw (NPKS) and NPK with cow manure (NPKM)) fertilization had significant impacts on the community composition of endophytic arbuscular mycorrhizal fungi (AMF), bacteria, and non-mycorrhizal fungi. In addition, compared with NPK fertilization, NPKS and NPKM amendments significantly decreased the microbial network complexity, which was associated with changes in the root iron content. Finally, we identified an important subset of keystone root endophyte species within the microbial network (Module #2), which was positively correlated with wheat yield, and affected by changes in root carbon to phosphorus ratio. This study provides evidence that long-term fertilization can affect keystone root endophytic species in the root microbiome, with implications for food security in an over-fertilized world.
Collapse
Affiliation(s)
- Yuying Ma
- State Key Laboratory of Soil and Sustainable Agriculture, Institute of Soil Science, Chinese Academy of Sciences, 71 East Beijing Road, Nanjing 210008, China
| | - Daozhong Wang
- Institute of Soil and Fertilizer Research, Anhui Academy of Agricultural Sciences, South Nongke Road 40, Hefei 230031, China
| | - Xisheng Guo
- Institute of Soil and Fertilizer Research, Anhui Academy of Agricultural Sciences, South Nongke Road 40, Hefei 230031, China
| | - Yong-Guan Zhu
- Key Laboratory of Urban Environment and Health, Institute of Urban Environment, Chinese Academy of Sciences, Xiamen 361021, China
| | - Manuel Delgado-Baquerizo
- Laboratorio de Biodiversidad y Funcionamiento Ecosistemico, Instituto de Recursos Naturales y Agrobiología de Sevilla (IRNAS), CSIC, Av. Reina Mercedes 10, E-41012 Sevilla, Spain; Unidad Asociada CSIC-UPO (BioFun), Universidad Pablo de Olavide, 41013 Sevilla, Spain.
| | - Haiyan Chu
- State Key Laboratory of Soil and Sustainable Agriculture, Institute of Soil Science, Chinese Academy of Sciences, 71 East Beijing Road, Nanjing 210008, China; University of Chinese Academy of Sciences, Beijing 100049, China.
| |
Collapse
|
15
|
Shi Y, Wang S, Guo J, Xu Z, Wang S, Sang Y. Effects of arbuscular mycorrhizal inoculation on the phytoremediation of PAH-contaminated soil: A meta-analysis. CHEMOSPHERE 2022; 307:136033. [PMID: 35981621 DOI: 10.1016/j.chemosphere.2022.136033] [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: 02/12/2022] [Revised: 08/06/2022] [Accepted: 08/08/2022] [Indexed: 06/15/2023]
Abstract
Inoculation with arbuscular mycorrhizal (AM) fungi can accelerate the phytoremediation process by increasing plant biomass and improving soil physicochemical and biological characteristics. However, a quantitative, data-based conclusion is yet to be derived on the roles of AM fungi in remediating soils polluted by polycyclic aromatic hydrocarbons (PAHs), and the impact factors are unclear. To address these issues, we performed a meta-analysis of 45 articles to estimate the effects of AM inoculation on the phytoremediation of soils polluted by PAHs and to examine the influence of experimental conditions on these effects. Our results showed that AM inoculation significantly decreased the residual soil PAHs concentration at all PAHs levels, and the largest effect of AM treatment was 48.5% compared to the non-mycorrhizal treatment. This should be attributed to increased plant growth and PAHs uptake, and soil biological activity in the rhizosphere induced by AM symbionts. Compared to the non-mycorrhizal treatment, the largest AM effects on the total plant biomass, root PAHs concentration, shoot PAHs concentration, soil bacterial biomass, soil catalase activity, and soil polyphenol oxidase activity were 51.7%, 565%, 53.1%, 141%, 100% and 51.9%, respectively. Although these effects on the above mentioned parameters varied with AM fungi (genus, species, and inoculation mode), soil PAHs (source, concentration, and type), plant type (dicots and monocots), and experimental conditions (experimental duration, soil sterilization and additional factors), few negative AM effects were observed. This study confirmed the feasibility of using AM fungi to enhance the phytoremediation of PAHs-contaminated soil.
Collapse
Affiliation(s)
- Yifan Shi
- Department of Environmental Science and Engineering, Beijing University of Chemical Technology, Beijing, 100029, China
| | - Simeng Wang
- Shenyang Research Institute of Chemical Industry, Shenyang, 110021, China
| | - Jianing Guo
- Department of Environmental Science and Engineering, Beijing University of Chemical Technology, Beijing, 100029, China
| | - Zhongjun Xu
- Department of Environmental Science and Engineering, Beijing University of Chemical Technology, Beijing, 100029, China
| | - Shuguang Wang
- Department of Environmental Science and Engineering, Beijing University of Chemical Technology, Beijing, 100029, China.
| | - Yimin Sang
- Department of Environmental Engineering, Beijing Institute of Petrochemical Technology, Beijing, 102617, China.
| |
Collapse
|
16
|
The Potential Applications of Commercial Arbuscular Mycorrhizal Fungal Inoculants and Their Ecological Consequences. Microorganisms 2022; 10:microorganisms10101897. [PMID: 36296173 PMCID: PMC9609176 DOI: 10.3390/microorganisms10101897] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2022] [Revised: 09/17/2022] [Accepted: 09/19/2022] [Indexed: 11/18/2022] Open
Abstract
Arbuscular mycorrhizal fungal (AMF) inoculants are sustainable biological materials that can provide several benefits to plants, especially in disturbed agroecosystems and in the context of phytomanagement interventions. However, it is difficult to predict the effectiveness of AMF inoculants and their impacts on indigenous AMF communities under field conditions. In this review, we examined the literature on the possible outcomes following the introduction of AMF-based inoculants in the field, including their establishment in soil and plant roots, persistence, and effects on the indigenous AMF community. Most studies indicate that introduced AMF can persist in the target field from a few months to several years but with declining abundance (60%) or complete exclusion (30%). Further analysis shows that AMF inoculation exerts both positive and negative impacts on native AMF species, including suppression (33%), stimulation (38%), exclusion (19%), and neutral impacts (10% of examined cases). The factors influencing the ecological fates of AMF inoculants, such as the inherent properties of the inoculum, dosage and frequency of inoculation, and soil physical and biological factors, are further discussed. While it is important to monitor the success and downstream impacts of commercial inoculants in the field, the sampling method and the molecular tools employed to resolve and quantify AMF taxa need to be improved and standardized to eliminate bias towards certain AMF strains and reduce discrepancies among studies. Lastly, inoculant producers must focus on selecting strains with a higher chance of success in the field, and having little or negligible downstream impacts.
Collapse
|
17
|
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
|
18
|
Aleklett K, Rosa D, Pickles BJ, Hart MM. Community Assembly and Stability in the Root Microbiota During Early Plant Development. Front Microbiol 2022; 13:826521. [PMID: 35531294 PMCID: PMC9069014 DOI: 10.3389/fmicb.2022.826521] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2021] [Accepted: 03/29/2022] [Indexed: 11/13/2022] Open
Abstract
Little is known about how community composition in the plant microbiome is affected by events in the life of a plant. For example, when the plant is exposed to soil, microbial communities may be an important factor in root community assembly. We conducted two experiments asking whether the composition of the root microbiota in mature plants could be determined by either the timing of root exposure to microbial communities or priority effects by early colonizing microbes. Timing of microbial exposure was manipulated through an inoculation experiment, where plants of different ages were exposed to a common soil inoculum. Priority effects were manipulated by challenging roots with established microbiota with an exogenous microbial community. Results show that even plants with existing microbial root communities were able to acquire new microbial associates, but that timing of soil exposure affected root microbiota composition for both bacterial and fungal communities in mature plants. Plants already colonized were only receptive to colonizers at 1 week post-germination. Our study shows that the timing of soil exposure in the early life stages of a plant is important for the development of the root microbiota in mature plants.
Collapse
Affiliation(s)
- Kristin Aleklett
- Department of Plant Protection Biology, Swedish University of Agricultural Sciences, Lomm, Sweden
| | - Daniel Rosa
- Department of Biology, University of British Columbia – Okanagan, Kelowna, BC, Canada
| | - Brian John Pickles
- School of Biological Sciences, University of Reading, Health & Life Sciences Building, Whiteknights, United Kingdom
| | - Miranda M. Hart
- Department of Biology, University of British Columbia – Okanagan, Kelowna, BC, Canada
- *Correspondence: Miranda M. Hart,
| |
Collapse
|
19
|
Burr AA, Woods KD, Cassidy ST, Wood CW. Priority effects alter the colonization success of a host-associated parasite and mutualist. Ecology 2022; 103:e3720. [PMID: 35396706 DOI: 10.1002/ecy.3720] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/10/2021] [Revised: 09/03/2021] [Accepted: 10/25/2021] [Indexed: 11/07/2022]
Abstract
Priority effects shape the assembly of free-living communities and host-associated communities. However, the current literature does not fully incorporate two features of host-symbiont interactions-correlated host responses to multiple symbionts and ontogenetic changes in host responses to symbionts-leading to an incomplete picture of the role of priority effects in host-associated communities. We factorially manipulated the inoculation timing of two plant symbionts (mutualistic rhizobia bacteria and parasitic root-knot nematodes) and tested how host age at arrival, arrival order, and arrival synchrony affected symbiont colonization success in the model legume Medicago truncatula. We found that host age, arrival order, and arrival synchrony significantly affected colonization of one or both symbionts. Host age at arrival only affected nematodes but not rhizobia: younger plants were more heavily infected than older plants. By contrast, arrival order only affected rhizobia but not nematodes: plants formed more rhizobia nodules when rhizobia arrived before nematodes. Finally, synchronous arrival decreased colonization both symbionts, an effect that depended on host age. Our results demonstrate that priority effects compromise the host's ability to control colonization by two major symbionts, and suggest that the role of correlated host responses and host ontogeny in the assembly of host-associated communities deserve further attention.
Collapse
Affiliation(s)
- Audrey A Burr
- Department of Biological Sciences, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Kamron D Woods
- Department of Biological Sciences, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Steven T Cassidy
- Department of Biological Sciences, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Corlett W Wood
- Department of Biological Sciences, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| |
Collapse
|
20
|
Alonso‐Crespo IM, Weidlich EWA, Temperton VM, Delory BM. Assembly history modulates vertical root distribution in a grassland experiment. OIKOS 2022. [DOI: 10.1111/oik.08886] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
|
21
|
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
|
22
|
Zheng Y, Chiang TY, Huang CL, Feng XY, Yrjälä K, Gong X. The Predominance of Proteobacteria and Cyanobacteria in the Cycas dolichophylla Coralloid Roots Revealed by 16S rRNA Metabarcoding. Microbiology (Reading) 2021. [DOI: 10.1134/s0026261721060175] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
|
23
|
Mittelstrass J, Sperone FG, Horton MW. Using transects to disentangle the environmental drivers of plant-microbiome assembly. PLANT, CELL & ENVIRONMENT 2021; 44:3515-3525. [PMID: 34562029 PMCID: PMC9292149 DOI: 10.1111/pce.14190] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 05/17/2021] [Revised: 09/07/2021] [Accepted: 09/14/2021] [Indexed: 06/13/2023]
Abstract
Environmental heterogeneity is a major driver of plant-microbiome assembly, but the specific climate and soil conditions that are involved remain poorly understood. To better understand plant microbiome formation, we examined the bacteria and fungi that colonize wild strawberry (Fragaria vesca) plants in North American and European populations. Using transects as replicates, we found strong overlap among the environmental conditions that best predict the overall similarity and richness of the plant microbiome, including soil nutrients that replicate across continents. Temperature is also among the main predictors of diversity for both bacteria and fungi in both the leaf and, unexpectedly, the root microbiome. Our results indicate that a small number of environmental factors, and their interactions, consistently contribute to plant microbiome formation, which has implications for predicting the contributions of microbes to plant productivity in ever-changing environments.
Collapse
Affiliation(s)
- Jana Mittelstrass
- Department of Plant and Microbial BiologyUniversity of ZurichZurichSwitzerland
| | - F. Gianluca Sperone
- Department of Environmental Science and GeologyWayne State UniversityDetroitMichiganUSA
| | - Matthew W. Horton
- Department of Plant and Microbial BiologyUniversity of ZurichZurichSwitzerland
| |
Collapse
|
24
|
Liu S, Moora M, Vasar M, Zobel M, Öpik M, Koorem K. Arbuscular mycorrhizal fungi promote small-scale vegetation recovery in the forest understorey. Oecologia 2021; 197:685-697. [PMID: 34716490 DOI: 10.1007/s00442-021-05065-9] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2021] [Accepted: 10/17/2021] [Indexed: 11/26/2022]
Abstract
Root-associating arbuscular mycorrhizal (AM) fungi foster vegetation recovery in degraded habitats. AM fungi increase nutrient availability for host plants; therefore, their importance is expected to be higher when nutrient availability is low. However, little is known about how small-scale variation in nutrient availability influences plant and AM fungal communities in a stable ecosystem. We conducted a 2-year field study in the understorey of a boreonemoral forest where we examined plant and AM fungal communities at microsites (15 cm diameter) with intact vegetation cover and at disturbed microsites where vegetation was cleared away and soil was sterilized to remove soil biota. We manipulated soil nutrient content (increased with fertilizer, unchanged, or decreased with sucrose addition) and fungal activity (natural or suppressed by fungicide addition) at these microsites. After two vegetation seasons, manipulations with nutrient content resulted in significant, although moderate, differences in the content of soil nutrients (e.g. in soil phosphorus). Suppression of fungal activity resulted in lower richness, abundance and phylogenetic diversity of AM fungal community, independently of microsite type and soil fertility level. Plant species richness and diversity decreased when fungal activity was suppressed at disturbed but not in intact microsites. The correlation between plant and AM fungal communities was not influenced by microsite type or soil fertility. We conclude that small-scale variation in soil fertility and habitat integrity does not influence the interactions between plants and AM fungi. The richness, but not composition, of AM fungal communities recovered fast after small-scale disturbance and supported the recovery of species-rich vegetation.
Collapse
Affiliation(s)
- Siqiao Liu
- Department of Botany, Institute of Ecology and Earth Sciences, University of Tartu, Tartu, Estonia.
| | - Mari Moora
- Department of Botany, Institute of Ecology and Earth Sciences, University of Tartu, Tartu, Estonia
| | - Martti Vasar
- Department of Botany, Institute of Ecology and Earth Sciences, University of Tartu, Tartu, Estonia
| | - Martin Zobel
- Department of Botany, Institute of Ecology and Earth Sciences, University of Tartu, Tartu, Estonia
| | - Maarja Öpik
- Department of Botany, Institute of Ecology and Earth Sciences, University of Tartu, Tartu, Estonia
| | - Kadri Koorem
- Department of Botany, Institute of Ecology and Earth Sciences, University of Tartu, Tartu, Estonia
| |
Collapse
|
25
|
Hori Y, Fujita H, Hiruma K, Narisawa K, Toju H. Synergistic and Offset Effects of Fungal Species Combinations on Plant Performance. Front Microbiol 2021; 12:713180. [PMID: 34594312 PMCID: PMC8478078 DOI: 10.3389/fmicb.2021.713180] [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: 05/22/2021] [Accepted: 08/20/2021] [Indexed: 12/27/2022] Open
Abstract
In natural and agricultural ecosystems, survival and growth of plants depend substantially on residing microbes in the endosphere and rhizosphere. Although numerous studies have reported the presence of plant-growth promoting bacteria and fungi in below-ground biomes, it remains a major challenge to understand how sets of microbial species positively or negatively affect plants' performance. By conducting a series of single- and dual-inoculation experiments of 13 plant-associated fungi targeting a Brassicaceae plant species (Brassica rapa var. perviridis), we here systematically evaluated how microbial effects on plants depend on presence/absence of co-occurring microbes. The comparison of single- and dual-inoculation experiments showed that combinations of the fungal isolates with the highest plant-growth promoting effects in single inoculations did not have highly positive impacts on plant performance traits (e.g., shoot dry weight). In contrast, pairs of fungi with small/moderate contributions to plant growth in single-inoculation contexts showed the greatest effects on plants among the 78 fungal pairs examined. These results on the offset and synergistic effects of pairs of microbes suggest that inoculation experiments of single microbial species/isolates can result in the overestimation or underestimation of microbial functions in multi-species contexts. Because keeping single-microbe systems under outdoor conditions is impractical, designing sets of microbes that can maximize performance of crop plants is an important step for the use of microbial functions in sustainable agriculture.
Collapse
Affiliation(s)
- Yoshie Hori
- Center for Ecological Research, Kyoto University, Kyoto, Japan
| | - Hiroaki Fujita
- Center for Ecological Research, Kyoto University, Kyoto, Japan
| | - Kei Hiruma
- Graduate School of Arts and Sciences, Multi-Disciplinary Sciences Life Sciences, The University of Tokyo, Tokyo, Japan
| | | | - Hirokazu Toju
- Center for Ecological Research, Kyoto University, Kyoto, Japan
| |
Collapse
|
26
|
Fehmi JS, Rasmussen C, Arnold AE. The pioneer effect advantage in plant invasions: site priming of native grasslands by invasive grasses. Ecosphere 2021. [DOI: 10.1002/ecs2.3750] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022] Open
Affiliation(s)
- Jeffrey S. Fehmi
- School of Natural Resources and the Environment University of Arizona Tucson Arizona 85719 USA
| | - Craig Rasmussen
- Department of Environmental Science University of Arizona Tucson Arizona 85719 USA
| | - A. Elizabeth Arnold
- School of Plant Sciences and Department of Ecology and Evolutionary Biology University of Arizona Tucson Arizona 85719 USA
| |
Collapse
|
27
|
Serghi EU, Kokkoris V, Cornell C, Dettman J, Stefani F, Corradi N. Homo- and Dikaryons of the Arbuscular Mycorrhizal Fungus Rhizophagus irregularis Differ in Life History Strategy. FRONTIERS IN PLANT SCIENCE 2021; 12:715377. [PMID: 34421967 PMCID: PMC8374082 DOI: 10.3389/fpls.2021.715377] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/26/2021] [Accepted: 07/01/2021] [Indexed: 05/07/2023]
Abstract
Arbuscular mycorrhizal fungi (AMF) are obligate plant symbionts that have the potential to improve crop yield. These multinucleate organisms are either "homokaryotic" or "dikaryotic". In AMF dikaryons, thousands of nuclei originating from two parental strains coexist in the same cytoplasm. In other fungi, homokaryotic and dikaryotic strains show distinct life history traits (LHTs), such as variation in growth rates and fitness. However, how such traits compare between dikaryons and homokaryons of AMF is unknown. To address this, we measured 20 LHT of four dikaryons and five homokaryons of the model fungus Rhizophagus irregularis across root organ cultures of three host plants (carrot, chicory, and tobacco). Our analyses show that dikaryons have clearly distinct life history strategies (LHSs) compared to homokaryons. In particular, spores of homokaryons germinate faster and to a higher proportion than dikaryons, whereas dikaryons grow significantly faster and create a more complex hyphal network irrespective of host plant species. Our study links AMF nuclear status with key LHT with possible implications for mycorrhizal symbiotic functioning.
Collapse
Affiliation(s)
| | - Vasilis Kokkoris
- Department of Biology, University of Ottawa, Ottawa, ON, Canada
- Agriculture and Agri-Food Canada, Ottawa Research and Development Centre, Ottawa, ON, Canada
| | - Calvin Cornell
- Department of Biology, University of Ottawa, Ottawa, ON, Canada
| | - Jeremy Dettman
- Agriculture and Agri-Food Canada, Ottawa Research and Development Centre, Ottawa, ON, Canada
| | - Franck Stefani
- Agriculture and Agri-Food Canada, Ottawa Research and Development Centre, Ottawa, ON, Canada
| | - Nicolas Corradi
- Department of Biology, University of Ottawa, Ottawa, ON, Canada
| |
Collapse
|
28
|
Malicka M, Magurno F, Posta K, Chmura D, Piotrowska-Seget Z. Differences in the effects of single and mixed species of AMF on the growth and oxidative stress defense in Lolium perenne exposed to hydrocarbons. ECOTOXICOLOGY AND ENVIRONMENTAL SAFETY 2021; 217:112252. [PMID: 33930772 DOI: 10.1016/j.ecoenv.2021.112252] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/25/2021] [Revised: 03/24/2021] [Accepted: 04/11/2021] [Indexed: 05/27/2023]
Abstract
Arbuscular mycorrhizal fungi (AMF) are ubiquitous mutualistic plant symbionts that promote plant growth and protect them from abiotic stresses. Studies on AMF-assisted phytoremediation have shown that AMF can increase plant tolerance to the presence of hydrocarbon contaminants by improving plant nutrition status and mitigating oxidative stress. This work aimed to evaluate the impact of single and mixed-species AMF inocula (Funneliformis caledonium, Diversispora varaderana, Claroideoglomus walkeri), obtained from a contaminated environment, on the growth, oxidative stress (DNA oxidation and lipid peroxidation), and activity of antioxidative enzymes (superoxide dismutase, catalase, peroxidase) in Lolium perenne growing on a substrate contaminated with 0/0-30/120 mg phenol/polynuclear aromatic hydrocarbons (PAHs) kg-1. The assessment of AMF tolerance to the presence of contaminants was based on mycorrhizal root colonization, spore production, the level of oxidative stress, and antioxidative activity in AMF spores. In contrast to the mixed-species AMF inoculum, single AMF species significantly enhanced the growth of host plants cultured on the contaminated substrate. The effect of inoculation on the level of oxidative stress and the activity of antioxidative enzymes in plant tissues differed between the AMF species. Changes in the level of oxidative stress and the activity of antioxidative enzymes in AMF spores in response to contamination also depended on AMF species. Although the concentration of phenol and PAHs had a negative effect on the production of AMF spores, low (5/20 mg phenol/PAHs kg-1) and medium (15/60 mg phenol/PAHs kg-1) substrate contamination stimulated the mycorrhizal colonization of roots. Among the studied AMF species, F. caledonium was the most tolerant to phenol and PAHs and showed the highest potential in plant growth promotion. The results presented in this study might contribute to the development of functionally customized AMF-assisted phytoremediation strategies with indigenous AMF, more effective than commercial AMF inocula, as a result of their selection by the presence of contaminants.
Collapse
Affiliation(s)
- Monika Malicka
- Institute of Biology, Biotechnology and Environmental Protection, Faculty of Natural Sciences, University of Silesia in Katowice, Jagiellońska 28 Street, 40-032 Katowice, Poland.
| | - Franco Magurno
- Institute of Biology, Biotechnology and Environmental Protection, Faculty of Natural Sciences, University of Silesia in Katowice, Jagiellońska 28 Street, 40-032 Katowice, Poland
| | - Katalin Posta
- Institute of Genetics, Microbiology and Biotechnology, Szent István University, Páter Károly 1 Street, Gödöllő H-2100, Hungary
| | - Damian Chmura
- Institute of Environmental Protection and Engineering, University of Bielsko-Biala, Willowa 2 Street, 43-309 Bielsko-Biała, Poland
| | - Zofia Piotrowska-Seget
- Institute of Biology, Biotechnology and Environmental Protection, Faculty of Natural Sciences, University of Silesia in Katowice, Jagiellońska 28 Street, 40-032 Katowice, Poland
| |
Collapse
|
29
|
Thomsen C, Loverock L, Kokkoris V, Holland T, Bowen PA, Hart M. Commercial arbuscular mycorrhizal fungal inoculant failed to establish in a vineyard despite priority advantage. PeerJ 2021; 9:e11119. [PMID: 33981489 PMCID: PMC8071076 DOI: 10.7717/peerj.11119] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/26/2020] [Accepted: 02/25/2021] [Indexed: 11/24/2022] Open
Abstract
Background Arbuscular mycorrhizal (AM) fungi associate with most plants and can increase nutrient uptake. As a result, commercial inoculants called “biofertilizers” containing AM fungi have been developed and marketed to increase plant performance. However, successful establishment of these inoculants remains a challenge, and may be negatively impacted by competition with fungi already present (priority effects). Perennial agriculture may be more amenable if inoculants can be successfully established on crops prior to field planting. Methods Here, we inoculate grapevine (Vitis vinifera) with a commercial inoculant in three treatments designed to manipulate the strength and direction of priority effects and quantified the abundance of the fungal strain before and after introduction using droplet digital PCR (ddPCR). Results We found that the introduced strain did not establish in any treatment, even with priority advantage, and inoculated vines did not differ in performance from non-inoculated vines. Fungal abundance was not greater than in pre-inoculation soil samples during any of the five years sampled and may have been impaired by high available phosphorus levels in the soil. This study highlights the need to understand and evaluate how the management of the agricultural system will affect establishment before introduction of “biofertilizers”, which is often unpredictable.
Collapse
Affiliation(s)
- Corrina Thomsen
- Department of Biology, University of British Columbia Okanagan, Kelowna, BC, Canada
| | - Laura Loverock
- Department of Biology, University of British Columbia Okanagan, Kelowna, BC, Canada
| | - Vasilis Kokkoris
- Department of Biology, University of Ottawa, Ottawa, ON, Canada.,Ottawa Research and Development Centre, Agriculture and Agri-Food Canada, Ottawa, ON, Canada
| | - Taylor Holland
- Department of Biology, University of British Columbia Okanagan, Kelowna, BC, Canada
| | - Patricia A Bowen
- Summerland Research and Development Centre, Agriculture and Agri-food Canada, Summerland, BC, Canada
| | - Miranda Hart
- Department of Biology, University of British Columbia Okanagan, Kelowna, BC, Canada
| |
Collapse
|
30
|
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
|
31
|
Bell CA, Magkourilou E, Urwin PE, Field KJ. The influence of competing root symbionts on below-ground plant resource allocation. Ecol Evol 2021; 11:2997-3003. [PMID: 33841761 PMCID: PMC8019053 DOI: 10.1002/ece3.7292] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2020] [Revised: 01/15/2021] [Accepted: 01/28/2021] [Indexed: 01/02/2023] Open
Abstract
Plants typically interact with multiple above- and below-ground organisms simultaneously, with their symbiotic relationships spanning a continuum ranging from mutualism, such as with arbuscular mycorrhizal fungi (AMF), to parasitism, including symbioses with plant-parasitic nematodes (PPN).Although research is revealing the patterns of plant resource allocation to mutualistic AMF partners under different host and environmental constraints, the root ecosystem, with multiple competing symbionts, is often ignored. Such competition is likely to heavily influence resource allocation to symbionts.Here, we outline and discuss the competition between AMF and PPN for the finite supply of host plant resources, highlighting the need for a more holistic understanding of the influence of below-ground interactions on plant resource allocation. Based on recent developments in our understanding of other symbiotic systems such as legume-rhizobia and AMF-aphid-plant, we propose hypotheses for the distribution of plant resources between contrasting below-ground symbionts and how such competition may affect the host.We identify relevant knowledge gaps at the physiological and molecular scales which, if resolved, will improve our understanding of the true ecological significance and potential future exploitation of AMF-PPN-plant interactions in order to optimize plant growth. To resolve these outstanding knowledge gaps, we propose the application of well-established methods in isotope tracing and nutrient budgeting to monitor the movement of nutrients between symbionts. By combining these approaches with novel time of arrival experiments and experimental systems involving multiple plant hosts interlinked by common mycelial networks, it may be possible to reveal the impact of multiple, simultaneous colonizations by competing symbionts on carbon and nutrient flows across ecologically important scales.
Collapse
Affiliation(s)
| | | | - Peter E. Urwin
- Faculty of Biological SciencesUniversity of LeedsLeedsUK
| | - Katie J. Field
- Department of Animal and Plant SciencesUniversity of SheffieldSheffieldUK
| |
Collapse
|
32
|
Abstract
Specific quantification of root-colonizing arbuscular mycorrhizal fungi (AMF) by quantitative real-time PCR is a high-throughput technique, most suitable for determining abundances of AMF species or isolates in previously characterized experimental systems. The principal steps are the choice and validation of an appropriate assay to specifically amplify a gene fragment of the target AMF, preparation of templates from root samples, and quantification of the fungal gene copy numbers in these templates. The use of a suitable assay is crucial for a correct data collection but also highly specific for each experimental system and is therefore covered by general recommendations. Subsequently, specific steps are described for the validation of the assay using a standard dilution series, the determination of appropriate dilutions of DNA extracts from roots, and the quantification of the gene copy numbers in samples including calculations.
Collapse
|
33
|
Boyle JA, Simonsen AK, Frederickson ME, Stinchcombe JR. Priority effects alter interaction outcomes in a legume-rhizobium mutualism. Proc Biol Sci 2021; 288:20202753. [PMID: 33715440 PMCID: PMC7944086 DOI: 10.1098/rspb.2020.2753] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022] Open
Abstract
Priority effects occur when the order of species arrival affects the final community structure. Mutualists often interact with multiple partners in different orders, but if or how priority effects alter interaction outcomes is an open question. In the field, we paired the legume Medicago lupulina with two nodulating strains of Ensifer bacteria that vary in nitrogen-fixing ability. We inoculated plants with strains in different orders and measured interaction outcomes. The first strain to arrive primarily determined plant performance and final relative abundances of rhizobia on roots. Plants that received effective microbes first and ineffective microbes second grew larger than plants inoculated with the same microbes in the opposite order. Our results show that mutualism outcomes can be influenced not just by partner identity, but by the interaction order. Furthermore, hosts receiving high-quality mutualists early can better tolerate low-quality symbionts later, indicating that priority effects may help explain the persistence of ineffective symbionts.
Collapse
Affiliation(s)
- Julia A Boyle
- Department of Ecology and Evolutionary Biology, University of Toronto, 25 Willcocks Street, Toronto, Ontario, Canada M5S3B2
| | - Anna K Simonsen
- Research School of Biology, Australian National University, Canberra, Australian Capital Territory 2601, Australia.,Department of Biological Sciences, Florida International University, Miami, FL 33199, USA
| | - Megan E Frederickson
- Department of Ecology and Evolutionary Biology, University of Toronto, 25 Willcocks Street, Toronto, Ontario, Canada M5S3B2
| | - John R Stinchcombe
- Department of Ecology and Evolutionary Biology, University of Toronto, 25 Willcocks Street, Toronto, Ontario, Canada M5S3B2.,Koffler Scientific Reserve, University of Toronto, Toronto, Ontario, Canada M5S3B2
| |
Collapse
|
34
|
Bodenhausen N, Deslandes-Hérold G, Waelchli J, Held A, van der Heijden MGA, Schlaeppi K. Relative qPCR to quantify colonization of plant roots by arbuscular mycorrhizal fungi. MYCORRHIZA 2021; 31:137-148. [PMID: 33475800 PMCID: PMC7910240 DOI: 10.1007/s00572-020-01014-1] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/14/2020] [Accepted: 12/15/2020] [Indexed: 05/13/2023]
Abstract
Arbuscular mycorrhiza fungi (AMF) are beneficial soil fungi that can promote the growth of their host plants. Accurate quantification of AMF in plant roots is important because the level of colonization is often indicative of the activity of these fungi. Root colonization is traditionally measured with microscopy methods which visualize fungal structures inside roots. Microscopy methods are labor-intensive, and results depend on the observer. In this study, we present a relative qPCR method to quantify AMF in which we normalized the AMF qPCR signal relative to a plant gene. First, we validated the primer pair AMG1F and AM1 in silico, and we show that these primers cover most AMF species present in plant roots without amplifying host DNA. Next, we compared the relative qPCR method with traditional microscopy based on a greenhouse experiment with Petunia plants that ranged from very high to very low levels of AMF root colonization. Finally, by sequencing the qPCR amplicons with MiSeq, we experimentally confirmed that the primer pair excludes plant DNA while amplifying mostly AMF. Most importantly, our relative qPCR approach was capable of discriminating quantitative differences in AMF root colonization and it strongly correlated (Spearman Rho = 0.875) with quantifications by traditional microscopy. Finally, we provide a balanced discussion about the strengths and weaknesses of microscopy and qPCR methods. In conclusion, the tested approach of relative qPCR presents a reliable alternative method to quantify AMF root colonization that is less operator-dependent than traditional microscopy and offers scalability to high-throughput analyses.
Collapse
Affiliation(s)
- Natacha Bodenhausen
- Plant Soil Interactions, Department of Agroecology and Environment, Agroscope, Zurich, Switzerland
- Department of Soil Sciences, Research Institute of Organic Agriculture FiBL, Frick, Switzerland
| | - Gabriel Deslandes-Hérold
- Institute of Plant Sciences, University of Bern, Bern, Switzerland
- Plant Microbe Interactions, Department of Environmental Sciences, University of Basel, Basel, Switzerland
| | - Jan Waelchli
- Institute of Plant Sciences, University of Bern, Bern, Switzerland
- Plant Microbe Interactions, Department of Environmental Sciences, University of Basel, Basel, Switzerland
| | - Alain Held
- Plant Soil Interactions, Department of Agroecology and Environment, Agroscope, Zurich, Switzerland
| | - Marcel G A van der Heijden
- Plant Soil Interactions, Department of Agroecology and Environment, Agroscope, Zurich, Switzerland
- Department of Plant and Microbial Biology, University of Zürich, Zurich, Switzerland
| | - Klaus Schlaeppi
- Plant Soil Interactions, Department of Agroecology and Environment, Agroscope, Zurich, Switzerland.
- Institute of Plant Sciences, University of Bern, Bern, Switzerland.
- Plant Microbe Interactions, Department of Environmental Sciences, University of Basel, Basel, Switzerland.
| |
Collapse
|
35
|
Mycorrhizal inoculation increases fruit production without disturbance of native arbuscular mycorrhizal community in jujube tree orchards (Senegal). Symbiosis 2021. [DOI: 10.1007/s13199-021-00757-5] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
|
36
|
Marín O, González B, Poupin MJ. From Microbial Dynamics to Functionality in the Rhizosphere: A Systematic Review of the Opportunities With Synthetic Microbial Communities. FRONTIERS IN PLANT SCIENCE 2021; 12:650609. [PMID: 34149752 PMCID: PMC8210828 DOI: 10.3389/fpls.2021.650609] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/07/2021] [Accepted: 04/15/2021] [Indexed: 05/07/2023]
Abstract
Synthetic microbial communities (SynComs) are a useful tool for a more realistic understanding of the outcomes of multiple biotic interactions where microbes, plants, and the environment are players in time and space of a multidimensional and complex system. Toward a more in-depth overview of the knowledge that has been achieved using SynComs in the rhizosphere, a systematic review of the literature on SynComs was performed to identify the overall rationale, design criteria, experimental procedures, and outcomes of in vitro or in planta tests using this strategy. After an extensive bibliography search and a specific selection process, a total of 30 articles were chosen for further analysis, grouping them by their reported SynCom size. The reported SynComs were constituted with a highly variable number of members, ranging from 3 to 190 strains, with a total of 1,393 bacterial isolates, where the three most represented phyla were Proteobacteria, Actinobacteria, and Firmicutes. Only four articles did not reference experiments with SynCom on plants, as they considered only microbial in vitro studies, whereas the others chose different plant models and plant-growth systems; some of them are described and reviewed in this article. Besides, a discussion on different approaches (bottom-up and top-down) to study the microbiome role in the rhizosphere is provided, highlighting how SynComs are an effective system to connect and fill some knowledge gaps and to have a better understanding of the mechanisms governing these multiple interactions. Although the SynCom approach is already helpful and has a promising future, more systematic and standardized studies are needed to harness its full potential.
Collapse
Affiliation(s)
- Olga Marín
- Laboratorio de Bioingeniería, Facultad de Ingeniería y Ciencias, Universidad Adolfo Ibáñez, Santiago, Chile
- Center of Applied Ecology and Sustainability (CAPES), Santiago, Chile
| | - Bernardo González
- Laboratorio de Bioingeniería, Facultad de Ingeniería y Ciencias, Universidad Adolfo Ibáñez, Santiago, Chile
- Center of Applied Ecology and Sustainability (CAPES), Santiago, Chile
| | - María Josefina Poupin
- Laboratorio de Bioingeniería, Facultad de Ingeniería y Ciencias, Universidad Adolfo Ibáñez, Santiago, Chile
- Center of Applied Ecology and Sustainability (CAPES), Santiago, Chile
- *Correspondence: María Josefina Poupin
| |
Collapse
|
37
|
Kokkoris V, Lekberg Y, Antunes PM, Fahey C, Fordyce JA, Kivlin SN, Hart MM. Codependency between plant and arbuscular mycorrhizal fungal communities: what is the evidence? THE NEW PHYTOLOGIST 2020; 228:828-838. [PMID: 32452032 DOI: 10.1111/nph.16676] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/26/2020] [Accepted: 04/26/2020] [Indexed: 05/09/2023]
Abstract
That arbuscular mycorrhizal (AM) fungi covary with plant communities is clear, and many papers report nonrandom associations between symbiotic partners. However, these studies do not test the causal relationship, or 'codependency', whereby the composition of one guild affects the composition of the other. Here we outline underlying requirements for codependency, compare important drivers for both plant and AM fungal communities, and assess how host preference - a pre-requisite for codependency - changes across spatiotemporal scales and taxonomic resolution for both plants and AM fungi. We find few examples in the literature designed to test for codependency and those that do have been conducted within plots or mesocosms. Also, while plants and AM fungi respond similarly to coarse environmental filters, most variation remains unexplained, with host identity explaining less than 30% of the variation in AM fungal communities. These results combined question the likelihood of predictable co-occurrence, and therefore evolution of codependency, between plant and AM fungal taxa across locations. We argue that codependency is most likely to occur in homogeneous environments where specific plant - AM fungal pairings have functional consequences for the symbiosis. We end by outlining critical aspects to consider moving forward.
Collapse
Affiliation(s)
- Vasilis Kokkoris
- Department of Biology, University of Ottawa, Ottawa, ON, K1N 6N5, Canada
| | - Ylva Lekberg
- MPG Ranch and University of Montana, Missoula, MT, 59833, USA
| | - Pedro M Antunes
- Department of Biology, Algoma University, Sault Ste. Marie, ON, P6A 2G4, Canada
| | - Catherine Fahey
- Department of Biology, Algoma University, Sault Ste. Marie, ON, P6A 2G4, Canada
| | - James A Fordyce
- Ecology and Evolutionary Biology, University of Tennessee, Knoxville, Knoxville, TN, 37996, USA
| | - Stephanie N Kivlin
- Ecology and Evolutionary Biology, University of Tennessee, Knoxville, Knoxville, TN, 37996, USA
| | - Miranda M Hart
- Biology, University of British Columbia Okanagan, Kelowna, BC, V1V 1V7, Canada
| |
Collapse
|
38
|
New MiSeq based strategy exposed plant-preferential arbuscular mycorrhizal fungal communities in arid soils of Mexico. Symbiosis 2020. [DOI: 10.1007/s13199-020-00698-5] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
AbstractArbuscular mycorrhizal fungi (AMF) are obligate symbionts of c. 80% of land plants, having enormous ecological and economic impact, as they often improve crop plant nutrition and yield. DNA-based identification with molecular markers is used to analyze AM fungal communities in the field, but reaching species level taxonomic resolution remains challenging. Thus, currently there is no consensus on how to analyze high-throughput sequences and assign them into species. Here, a new sequencing strategy combined with taxonomic affiliations implemented with an evolutionary placement algorithm (EPA) was established. It is based on sequencing a c. 450 bp region of the large subunit (LSU) ribosomal rRNA gene with the MiSeq-Illumina platform. The method is suitable for the discrimination of closely related AMF species and was used to study host-AMF preferences in roots of Pequin pepper, soybean and orange at one location in the arid northeast of Mexico. Twenty AM fungal species from 13 genera were detected. Phylogenetic affiliation of reads to species revealed crop preferential associations. In Pequin pepper roots, several Rhizophagus species represented most of the community, Rhizophagus clarus being the most abundant. The soybean AM fungal community was dominated by Rhizophagus irregularis and Funneliformis mosseae and that of orange by several species of Dominikia, some of them only found in this crop. Unraveling the AMF-plant preferences of important crops by an affordable and robust sequencing method, combined with phylotaxonomic AMF species resolution, is an important tool to obtain taxonomic units that are meaningful in both biological and ecological studies.
Collapse
|
39
|
Host Genotype and Colonist Arrival Order Jointly Govern Plant Microbiome Composition and Function. Curr Biol 2020; 30:3260-3266.e5. [PMID: 32679100 DOI: 10.1016/j.cub.2020.06.011] [Citation(s) in RCA: 39] [Impact Index Per Article: 9.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2020] [Revised: 05/28/2020] [Accepted: 06/02/2020] [Indexed: 01/08/2023]
Abstract
The composition of host-associated microbiomes can have important consequences for host health and fitness [1-3]. Yet we still lack understanding of many fundamental processes that determine microbiome composition [4, 5]. There is mounting evidence that historical contingency during microbiome assembly may overshadow more deterministic processes, such as the selective filters imposed by host traits [6-8]. More specifically, species arrival order has been frequently shown to affect microbiome composition [9-12], a phenomenon known as priority effects [13-15]. However, it is less clear whether priority effects during microbiome assembly are consequential for the host [16] or whether intraspecific variation in host traits can alter the trajectory of microbiome assembly under priority effects. In a greenhouse inoculation experiment using the black cottonwood (Populus trichocarpa) foliar microbiome, we manipulated host genotype and the colonization order of common foliar fungi. We quantified microbiome assembly outcomes using fungal marker gene sequencing and measured susceptibility of the colonized host to a leaf rust pathogen, Melampsora × columbiana. We found that the effect of species arrival order on microbiome composition, and subsequent disease susceptibility, depended on the host genotype. Additionally, we found that microbiome assembly history can affect host disease susceptibility independent of microbiome composition at the time of pathogen exposure, suggesting that the interactive effects of species arrival order and host genotype can decouple community composition and function. Overall, these results highlight the importance of a key process underlying stochasticity in microbiome assembly while also revealing which hosts are most likely to experience these effects.
Collapse
|
40
|
Toju H, Abe MS, Ishii C, Hori Y, Fujita H, Fukuda S. Scoring Species for Synthetic Community Design: Network Analyses of Functional Core Microbiomes. Front Microbiol 2020; 11:1361. [PMID: 32676061 PMCID: PMC7333532 DOI: 10.3389/fmicb.2020.01361] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2020] [Accepted: 05/27/2020] [Indexed: 11/16/2022] Open
Abstract
Constructing biological communities is a major challenge in both basic and applied sciences. Although model synthetic communities with a few species have been constructed, designing systems consisting of tens or hundreds of species remains one of the most difficult goals in ecology and microbiology. By utilizing high-throughput sequencing data of interspecific association networks, we here propose a framework for exploring “functional core” species that have great impacts on whole community processes and functions. The framework allows us to score each species within a large community based on three criteria: namely, topological positions, functional portfolios, and functional balance within a target network. The criteria are measures of each species’ roles in maximizing functional benefits at the community or ecosystem level. When species with potentially large contributions to ecosystem-level functions are screened, the framework also helps us design “functional core microbiomes” by focusing on properties of species groups (modules) within a network. When embedded into agroecosystems or human gut, such functional core microbiomes are expected to organize whole microbiome processes and functions. An application to a plant-associated microbiome dataset actually highlighted potential functional core microbes that were known to control rhizosphere microbiomes by suppressing pathogens. Meanwhile, an example of application in mouse gut microbiomes called attention to poorly investigated bacterial species, whose potential roles within gut microbiomes deserve future experimental studies. The framework for gaining “bird’s-eye” views of functional cores within networks is applicable not only to agricultural and medical data but also to datasets produced in food processing, brewing, waste water purification, and biofuel production.
Collapse
Affiliation(s)
- Hirokazu Toju
- Center for Ecological Research, Kyoto University, Kyoto, Japan.,Precursory Research for Embryonic Science and Technology, Japan Science and Technology Agency, Kawaguchi, Japan
| | - Masato S Abe
- Center for Advanced Intelligence Project, RIKEN, Tokyo, Japan
| | - Chiharu Ishii
- Institute for Advanced Biosciences, Keio University, Tsuruoka, Japan
| | - Yoshie Hori
- Center for Ecological Research, Kyoto University, Kyoto, Japan
| | - Hiroaki Fujita
- Center for Ecological Research, Kyoto University, Kyoto, Japan
| | - Shinji Fukuda
- Institute for Advanced Biosciences, Keio University, Tsuruoka, Japan.,Intestinal Microbiota Project, Kanagawa Institute of Industrial Science and Technology, Kawasaki, Japan.,Transborder Medical Research Center, University of Tsukuba, Tsukuba, Japan
| |
Collapse
|
41
|
Collins CD, Bever JD, Hersh MH. Community context for mechanisms of disease dilution: insights from linking epidemiology and plant-soil feedback theory. Ann N Y Acad Sci 2020; 1469:65-85. [PMID: 32170775 PMCID: PMC7317922 DOI: 10.1111/nyas.14325] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2019] [Revised: 01/31/2020] [Accepted: 02/13/2020] [Indexed: 12/21/2022]
Abstract
In many natural systems, diverse host communities can reduce disease risk, though less is known about the mechanisms driving this "dilution effect." We relate feedback theory, which focuses on pathogen-mediated coexistence, to mechanisms of dilution derived from epidemiological models, with the central goal of gaining insights into host-pathogen interactions in a community context. We first compare the origin, structure, and application of epidemiological and feedback models. We then explore the mechanisms of dilution, which are grounded in single-pathogen, single-host epidemiological models, from the perspective of feedback theory. We also draw on feedback theory to examine how coinfecting pathogens, and pathogens that vary along a host specialist-generalist continuum, apply to dilution theory. By identifying synergies among the feedback and epidemiological approaches, we reveal ways in which organisms occupying different trophic levels contribute to diversity-disease relationships. Additionally, using feedbacks to distinguish dilution in disease incidence from dilution in the net effect of disease on host fitness allows us to articulate conditions under which definitions of dilution may not align. After ascribing dilution mechanisms to macro- or microorganisms, we propose ways in which each contributes to diversity-disease and productivity-diversity relationships. Our analyses lead to predictions that can guide future research efforts.
Collapse
Affiliation(s)
| | - James D. Bever
- Department of Ecology and Evolutionary BiologyUniversity of KansasLawrenceKansas
- Kansas Biological SurveyUniversity of KansasLawrenceKansas
| | | |
Collapse
|
42
|
Martignoni MM, Hart MM, Tyson RC, Garnier J. Diversity within mutualist guilds promotes coexistence and reduces the risk of invasion from an alien mutualist. Proc Biol Sci 2020; 287:20192312. [PMID: 32208836 DOI: 10.1098/rspb.2019.2312] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022] Open
Abstract
Biodiversity is an important component of healthy ecosystems, and thus understanding the mechanisms behind species coexistence is critical in ecology and conservation biology. In particular, few studies have focused on the dynamics resulting from the co-occurrence of mutualistic and competitive interactions within a group of species. Here we build a mathematical model to study the dynamics of a guild of competitors who are also engaged in mutualistic interactions with a common partner. We show that coexistence as well as competitive exclusion can occur depending on the competition strength and on strength of the mutualistic interactions, and we formulate concrete criteria for predicting invasion success of an alien mutualist based on propagule pressure, alien traits (such as its resource exchange ability) and composition of the recipient community. We find that intra guild diversity promotes the coexistence of species that would otherwise competitively exclude each other, and makes a guild less vulnerable to invasion. Our results can serve as a useful framework to predict the consequences of species manipulation in mutualistic communities.
Collapse
Affiliation(s)
- Maria M Martignoni
- Department of Mathematics, University of British Columbia, Kelowna, Canada
| | - Miranda M Hart
- Department of Biology, University of British Columbia, Kelowna, Canada
| | - Rebecca C Tyson
- Department of Mathematics, University of British Columbia, Kelowna, Canada
| | - Jimmy Garnier
- Laboratoire de Mathématiques (LAMA), CNRS and Université de Savoie-Mont Blanc, Chambery, France
| |
Collapse
|
43
|
Rocha I, Souza-Alonso P, Pereira G, Ma Y, Vosátka M, Freitas H, Oliveira RS. Using microbial seed coating for improving cowpea productivity under a low-input agricultural system. JOURNAL OF THE SCIENCE OF FOOD AND AGRICULTURE 2020; 100:1092-1098. [PMID: 31667839 DOI: 10.1002/jsfa.10117] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/30/2019] [Revised: 10/22/2019] [Accepted: 10/23/2019] [Indexed: 06/10/2023]
Abstract
BACKGROUND Plant-growth-promoting rhizobacteria (PGPR) and arbuscular mycorrhizal (AM) fungi have the ability to enhance the growth, fitness, and quality of various agricultural crops, including cowpea. However, field trials confirming the benefits of microbes in large-scale applications using economically viable and efficient inoculation methods are still scarce. Microbial seed coating has a great potential for large-scale agriculture through the application of reduced amounts of PGPR and AM fungi inocula. Thus, in this study, the impact of seed coating with PGPR, Pseudomonas libanensis TR1 and AM fungus, Rhizophagus irregularis (single or multiple isolates) on grain yield and nutrient content of cowpea under low-input field conditions was evaluated. RESULTS Seed coating with P. libanensis + multiple isolates of R. irregularis (coatPMR) resulted in significant increases in shoot dry weight (76%), and in the number of pods and seeds per plant (52% and 56%, respectively) and grain yield (56%), when compared with non-inoculated control plants. However, seed coating with P. libanensis + R. irregularis single-isolate (coatPR) did not influence cowpea grain yield. Grain lipid content was significantly higher (25%) in coatPMR plants in comparison with control. Higher soil organic matter and lower pH were observed in the coatPMR treatment. CONCLUSIONS Our findings indicate that cowpea field productivity can be improved by seed coating with PGPR and multiple AM fungal isolates under low-input agricultural systems. © 2019 Society of Chemical Industry.
Collapse
Affiliation(s)
- Inês Rocha
- Centre for Functional Ecology - Science for People and the Planet, Department of Life Sciences, University of Coimbra, Coimbra, Portugal
| | - Pablo Souza-Alonso
- Centre for Functional Ecology - Science for People and the Planet, Department of Life Sciences, University of Coimbra, Coimbra, Portugal
| | - Graça Pereira
- Biotechnology and Genetic Resources Unit, National Institute for Agrarian and Veterinary Research, Elvas, Portugal
| | - Ying Ma
- Centre for Functional Ecology - Science for People and the Planet, Department of Life Sciences, University of Coimbra, Coimbra, Portugal
| | - Miroslav Vosátka
- Czech Academy of Sciences, Institute of Botany, Průhonice, Czech Republic
| | - Helena Freitas
- Centre for Functional Ecology - Science for People and the Planet, Department of Life Sciences, University of Coimbra, Coimbra, Portugal
| | - Rui S Oliveira
- Centre for Functional Ecology - Science for People and the Planet, Department of Life Sciences, University of Coimbra, Coimbra, Portugal
| |
Collapse
|
44
|
Mony C, Brunellière P, Vannier N, Bittebiere AK, Vandenkoornhuyse P. Effect of floristic composition and configuration on plant root mycobiota: a landscape transposition at a small scale. THE NEW PHYTOLOGIST 2020; 225:1777-1787. [PMID: 31610023 DOI: 10.1111/nph.16262] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/06/2019] [Accepted: 10/02/2019] [Indexed: 06/10/2023]
Abstract
Fungal communities in the root endosphere are heterogeneous at fine scale. The passenger hypothesis assumes that this heterogeneity is driven by host plant distribution. Plant composition and host plant configuration should then influence root fungal assemblages. We used a large-scale experimental design of 25 mixtures of grassland plants. We sampled Brachypodium pinnatum in each mesocosm, and used amplicon mass-sequencing to analyze the endospheric mycobiota. We used plant distribution maps to assess plant species richness and evenness (heterogeneity of composition), and patch size and the degree of isolation of B. pinnatum (heterogeneity of configuration) on fungal community assembly. The Glomeromycotina community in B. pinnatum roots was not related to either floristic heterogeneity or productivity. For Ascomycota, the composition of operational taxonomic units (OTUs) was driven by plant evenness while OTU richness decreased with plant richness. For Basidiomycota, richness increased with host plant aggregation and connectivity. Plant productivity influenced Ascomycota, inducing a shift in OTU composition and decreasing evenness. Plant heterogeneity modified root mycobiota, with potential direct (i.e. host preference) and indirect (i.e. adaptations to abiotic conditions driven by plant occurrence over time) effects. Plant communities can be envisioned as microlandscapes consisting of a variety of fungal niches.
Collapse
Affiliation(s)
- Cendrine Mony
- UMR 6553 Ecobio, CNRS - University of Rennes, Avenue du Général Leclerc, 35042, Rennes Cedex, France
| | - Philomène Brunellière
- UMR 6553 Ecobio, CNRS - University of Rennes, Avenue du Général Leclerc, 35042, Rennes Cedex, France
| | - Nathan Vannier
- UMR 6553 Ecobio, CNRS - University of Rennes, Avenue du Général Leclerc, 35042, Rennes Cedex, France
- Department of Plant Microbe Interactions, Max Planck Institute for Plant Breeding Research, 50829, Cologne, Germany
| | - Anne-Kristel Bittebiere
- UMR 5023, LEHNA, CNRS - University of Lyon 1, 43 Boulevard du 11 Novembre 1918, 69622, Villeurbanne Cedex, France
| | - Philippe Vandenkoornhuyse
- UMR 6553 Ecobio, CNRS - University of Rennes, Avenue du Général Leclerc, 35042, Rennes Cedex, France
| |
Collapse
|
45
|
Zanne AE, Abarenkov K, Afkhami ME, Aguilar-Trigueros CA, Bates S, Bhatnagar JM, Busby PE, Christian N, Cornwell WK, Crowther TW, Flores-Moreno H, Floudas D, Gazis R, Hibbett D, Kennedy P, Lindner DL, Maynard DS, Milo AM, Nilsson RH, Powell J, Schildhauer M, Schilling J, Treseder KK. Fungal functional ecology: bringing a trait-based approach to plant-associated fungi. Biol Rev Camb Philos Soc 2019; 95:409-433. [PMID: 31763752 DOI: 10.1111/brv.12570] [Citation(s) in RCA: 107] [Impact Index Per Article: 21.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2018] [Revised: 10/27/2019] [Accepted: 10/31/2019] [Indexed: 12/21/2022]
Abstract
Fungi play many essential roles in ecosystems. They facilitate plant access to nutrients and water, serve as decay agents that cycle carbon and nutrients through the soil, water and atmosphere, and are major regulators of macro-organismal populations. Although technological advances are improving the detection and identification of fungi, there still exist key gaps in our ecological knowledge of this kingdom, especially related to function. Trait-based approaches have been instrumental in strengthening our understanding of plant functional ecology and, as such, provide excellent models for deepening our understanding of fungal functional ecology in ways that complement insights gained from traditional and -omics-based techniques. In this review, we synthesize current knowledge of fungal functional ecology, taxonomy and systematics and introduce a novel database of fungal functional traits (FunFun ). FunFun is built to interface with other databases to explore and predict how fungal functional diversity varies by taxonomy, guild, and other evolutionary or ecological grouping variables. To highlight how a quantitative trait-based approach can provide new insights, we describe multiple targeted examples and end by suggesting next steps in the rapidly growing field of fungal functional ecology.
Collapse
Affiliation(s)
- Amy E Zanne
- Department of Biological Sciences, George Washington University, Washington, DC, 20052, U.S.A
| | - Kessy Abarenkov
- Natural History Museum, University of Tartu, Vanemuise 46, Tartu, 51014, Estonia
| | - Michelle E Afkhami
- Department of Biology, University of Miami, Coral Gables, FL, 33146, U.S.A
| | - Carlos A Aguilar-Trigueros
- Freie Universität-Berlin, Berlin-Brandenburg Institute of Advanced Biodiversity Research, 14195, Berlin, Germany
| | - Scott Bates
- Department of Biological Sciences, Purdue University Northwest, Westville, IN, 46391, U.S.A
| | | | - Posy E Busby
- Department of Botany and Plant Pathology, Oregon State University, Corvallis, OR, 97330, U.S.A
| | - Natalie Christian
- Department of Plant Biology, University of Illinois Urbana-Champaign, Urbana, IL, 61801, U.S.A.,Department of Biology, University of Louisville, Louisville, KY 40208, U.S.A
| | - William K Cornwell
- Evolution & Ecology Research Centre, School of Biological Earth and Environmental Sciences, University of New South Wales, Sydney, New South Wales, 2052, Australia
| | - Thomas W Crowther
- Department of Environmental Systems Science, Institute of Integrative Biology, ETH Zürich, 8092, Zürich, Switzerland
| | - Habacuc Flores-Moreno
- Department of Ecology, Evolution, and Behavior, and Department of Forest Resources, University of Minnesota, St. Paul, MN, 55108, U.S.A
| | - Dimitrios Floudas
- Microbial Ecology Group, Department of Biology, Lund University, Lund, Sweden
| | - Romina Gazis
- Department of Plant Pathology, Tropical Research & Education Center, University of Florida, Homestead, FL, 33031, U.S.A
| | - David Hibbett
- Biology Department, Clark University, Worcester, MA, 01610, U.S.A
| | - Peter Kennedy
- Plant & Microbial Biology, University of Minnesota, St. Paul, MN, 55108, U.S.A
| | - Daniel L Lindner
- US Forest Service, Northern Research Station, Center for Forest Mycology Research, Madison, Wisconsin, WI, 53726, U.S.A
| | - Daniel S Maynard
- Department of Environmental Systems Science, Institute of Integrative Biology, ETH Zürich, 8092, Zürich, Switzerland
| | - Amy M Milo
- Department of Biological Sciences, George Washington University, Washington, DC, 20052, U.S.A
| | - Rolf Henrik Nilsson
- University of Gothenburg, Department of Biological and Environmental Sciences, Gothenburg Global Biodiversity Centre, Box 461, 405 30, Göteborg, Sweden
| | - Jeff Powell
- Hawkesbury Institute for the Environment, Western Sydney University, Penrith, New South Wales, 2751, Australia
| | - Mark Schildhauer
- National Center for Ecological Analysis and Synthesis, 735 State Street, Suite 300, Santa Barbara, CA, 93101, U.S.A
| | - Jonathan Schilling
- Plant & Microbial Biology, University of Minnesota, St. Paul, MN, 55108, U.S.A
| | - Kathleen K Treseder
- Department of Ecology and Evolutionary Biology, University of California Irvine, Irvine, CA, 92697, U.S.A
| |
Collapse
|
46
|
McIlroy SE, Cunning R, Baker AC, Coffroth MA. Competition and succession among coral endosymbionts. Ecol Evol 2019; 9:12767-12778. [PMID: 31788212 PMCID: PMC6875658 DOI: 10.1002/ece3.5749] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2019] [Revised: 09/18/2019] [Accepted: 09/23/2019] [Indexed: 01/03/2023] Open
Abstract
Host species often support a genetically diverse guild of symbionts, the identity and performance of which can determine holobiont fitness under particular environmental conditions. These symbiont communities are structured by a complex set of potential interactions, both positive and negative, between the host and symbionts and among symbionts. In reef-building corals, stable associations with specific symbiont species are common, and we hypothesize that this is partly due to ecological mechanisms, such as succession and competition, which drive patterns of symbiont winnowing in the initial colonization of new generations of coral recruits. We tested this hypothesis using the experimental framework of the de Wit replacement series and found that competitive interactions occurred among symbionts which were characterized by unique ecological strategies. Aposymbiotic octocoral recruits within high- and low-light environments were inoculated with one of three Symbiodiniaceae species as monocultures or with cross-paired mixtures, and we tracked symbiont uptake using quantitative genetic assays. Priority effects, in which early colonizers excluded competitive dominants, were evidenced under low light, but these early opportunistic species were later succeeded by competitive dominants. Under high light, a more consistent competitive hierarchy was established in which competitive dominants outgrew and limited the abundance of others. These findings provide insight into mechanisms of microbial community organization and symbiosis breakdown and recovery. Furthermore, transitions in competitive outcomes across spatial and temporal environmental variation may improve lifetime host fitness.
Collapse
Affiliation(s)
- Shelby E. McIlroy
- Graduate Program in Evolution, Ecology and BehaviorState University of New YorkUniversity at BuffaloBuffaloNew York
- Swire Institute of Marine ScienceSchool of Biological ScienceThe University of Hong KongHong Kong
- Present address:
Swire Institute of Marine ScienceSchool of Biological ScienceThe University of Hong KongHong Kong
| | - Ross Cunning
- Department of Marine Biology and EcologyRosenstiel School of Marine and Atmospheric ScienceUniversity of MiamiMiamiFlorida
- Present address:
Daniel P. Haerther Center for Conservation and ResearchJohn G. Shedd AquariumChicagoIllinois
| | - Andrew C. Baker
- Department of Marine Biology and EcologyRosenstiel School of Marine and Atmospheric ScienceUniversity of MiamiMiamiFlorida
| | - Mary Alice Coffroth
- Graduate Program in Evolution, Ecology and BehaviorState University of New YorkUniversity at BuffaloBuffaloNew York
- Department of GeologyState University of New YorkUniversity at BuffaloBuffaloNew York
| |
Collapse
|
47
|
Carlström CI, Field CM, Bortfeld-Miller M, Müller B, Sunagawa S, Vorholt JA. Synthetic microbiota reveal priority effects and keystone strains in the Arabidopsis phyllosphere. Nat Ecol Evol 2019; 3:1445-1454. [PMID: 31558832 PMCID: PMC6774761 DOI: 10.1038/s41559-019-0994-z] [Citation(s) in RCA: 146] [Impact Index Per Article: 29.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2019] [Accepted: 08/21/2019] [Indexed: 12/12/2022]
Abstract
Multicellular organisms including plants are colonised by microorganisms, some of which are beneficial to growth and health. The assembly rules for establishing the plant microbiota are not well understood, and neither is the extent to which their members interact. We conducted drop-out and late introduction experiments by inoculating Arabidopsis thaliana with synthetic communities from a resource of 62 native bacterial strains to test how arrival order shapes community structure. As a read-out we tracked the relative abundance of all strains in the phyllosphere of individual plants. Our results showed that community assembly is historically contingent and subject to priority effects. Missing strains could, to various degrees, invade an already established microbiota, which was itself resistant and remained largely unaffected by latecomers. Additionally, our results indicate that individual Proteobacteria (Sphingomonas, Rhizobium) and Actinobacteria (Microbacterium, Rhodococcus) strains have the greatest potential to affect community structure as keystone species.
Collapse
Affiliation(s)
| | | | | | - Barbara Müller
- Institute of Microbiology, ETH Zurich, Zurich, Switzerland
| | | | | |
Collapse
|
48
|
Chomicki G, Weber M, Antonelli A, Bascompte J, Kiers ET. The Impact of Mutualisms on Species Richness. Trends Ecol Evol 2019; 34:698-711. [DOI: 10.1016/j.tree.2019.03.003] [Citation(s) in RCA: 42] [Impact Index Per Article: 8.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2019] [Revised: 03/11/2019] [Accepted: 03/18/2019] [Indexed: 11/28/2022]
|
49
|
Whiteside MD, Werner GDA, Caldas VEA, Van't Padje A, Dupin SE, Elbers B, Bakker M, Wyatt GAK, Klein M, Hink MA, Postma M, Vaitla B, Noë R, Shimizu TS, West SA, Kiers ET. Mycorrhizal Fungi Respond to Resource Inequality by Moving Phosphorus from Rich to Poor Patches across Networks. Curr Biol 2019; 29:2043-2050.e8. [PMID: 31178314 PMCID: PMC6584331 DOI: 10.1016/j.cub.2019.04.061] [Citation(s) in RCA: 63] [Impact Index Per Article: 12.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2019] [Revised: 04/04/2019] [Accepted: 04/23/2019] [Indexed: 01/01/2023]
Abstract
The world's ecosystems are characterized by an unequal distribution of resources [1]. Trade partnerships between organisms of different species-mutualisms-can help individuals cope with such resource inequality [2-4]. Trade allows individuals to exchange commodities they can provide at low cost for resources that are otherwise impossible or more difficult to access [5, 6]. However, as resources become increasingly patchy in time or space, it is unknown how organisms alter their trading strategies [7, 8]. Here, we show how a symbiotic fungus mediates trade with a host root in response to different levels of resource inequality across its network. We developed a quantum-dot-tracking technique to quantify phosphorus-trading strategies of arbuscular mycorrhizal fungi simultaneously exposed to rich and poor resource patches. By following fluorescent nanoparticles of different colors across fungal networks, we determined where phosphorus was hoarded, relocated, and transferred to plant hosts. We found that increasing exposure to inequality stimulated trade. Fungi responded to high resource variation by (1) increasing the total amount of phosphorus distributed to host roots, (2) decreasing allocation to storage, and (3) differentially moving resources within the network from rich to poor patches. Using single-particle tracking and high-resolution video, we show how dynamic resource movement may help the fungus capitalize on value differences across the trade network, physically moving resources to areas of high demand to gain better returns. Such translocation strategies can help symbiotic organisms cope with exposure to resource inequality.
Collapse
Affiliation(s)
- Matthew D Whiteside
- Department of Ecological Science, Vrije Universiteit, De Boelelaan 108, 1081 HV Amsterdam, the Netherlands
| | - Gijsbert D A Werner
- Department of Zoology, University of Oxford, 11a Mansfield Road, Oxford OX1 3SZ, UK; Balliol College, University of Oxford, Oxford OX1 3BJ, UK
| | - Victor E A Caldas
- Department of Ecological Science, Vrije Universiteit, De Boelelaan 108, 1081 HV Amsterdam, the Netherlands; AMOLF Institute, Science Park 104, 1098 XG Amsterdam, the Netherlands
| | - Anouk Van't Padje
- Department of Ecological Science, Vrije Universiteit, De Boelelaan 108, 1081 HV Amsterdam, the Netherlands
| | - Simon E Dupin
- Department of Ecological Science, Vrije Universiteit, De Boelelaan 108, 1081 HV Amsterdam, the Netherlands
| | - Bram Elbers
- Department of Ecological Science, Vrije Universiteit, De Boelelaan 108, 1081 HV Amsterdam, the Netherlands
| | - Milenka Bakker
- Department of Ecological Science, Vrije Universiteit, De Boelelaan 108, 1081 HV Amsterdam, the Netherlands
| | - Gregory A K Wyatt
- Department of Zoology, University of Oxford, 11a Mansfield Road, Oxford OX1 3SZ, UK
| | - Malin Klein
- Department of Ecological Science, Vrije Universiteit, De Boelelaan 108, 1081 HV Amsterdam, the Netherlands
| | - Mark A Hink
- Section of Molecular Cytology and van Leeuwenhoek Centre for Advanced Microscopy, Swammerdam Institute for Life Sciences, University of Amsterdam, 1098 XH Amsterdam, the Netherlands
| | - Marten Postma
- Section of Molecular Cytology and van Leeuwenhoek Centre for Advanced Microscopy, Swammerdam Institute for Life Sciences, University of Amsterdam, 1098 XH Amsterdam, the Netherlands
| | - Bapu Vaitla
- Harvard T.H. Chan School of Public Health, 677 Huntington Avenue, Boston, MA 02115, USA
| | - Ronald Noë
- Faculté Psychologie, Université de Strasbourg, 12 Rue Goethe, 67000 Strasbourg, France
| | - Thomas S Shimizu
- AMOLF Institute, Science Park 104, 1098 XG Amsterdam, the Netherlands
| | - Stuart A West
- Department of Zoology, University of Oxford, 11a Mansfield Road, Oxford OX1 3SZ, UK
| | - E Toby Kiers
- Department of Ecological Science, Vrije Universiteit, De Boelelaan 108, 1081 HV Amsterdam, the Netherlands.
| |
Collapse
|
50
|
Lance AC, Burke DJ, Hausman CE, Burns JH. Microbial inoculation influences arbuscular mycorrhizal fungi community structure and nutrient dynamics in temperate tree restoration. Restor Ecol 2019. [DOI: 10.1111/rec.12962] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
Affiliation(s)
- Andrew C. Lance
- Department of BiologyCase Western Reserve University Cleveland OH 44106 U.S.A
| | - David J. Burke
- Department of BiologyCase Western Reserve University Cleveland OH 44106 U.S.A
- Holden Arboretum, 9500 Sperry Road Kirtland OH 44094 U.S.A
| | | | - Jean H. Burns
- Department of BiologyCase Western Reserve University Cleveland OH 44106 U.S.A
| |
Collapse
|