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Chen M, Yang J, Xue C, Tu T, Su Z, Feng H, Shi M, Zeng G, Zhang D, Qian X. Community composition of phytopathogenic fungi significantly influences ectomycorrhizal fungal communities during subtropical forest succession. Appl Microbiol Biotechnol 2024; 108:99. [PMID: 38204135 PMCID: PMC10781812 DOI: 10.1007/s00253-023-12992-5] [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: 01/27/2023] [Revised: 11/21/2023] [Accepted: 12/28/2023] [Indexed: 01/12/2024]
Abstract
Ectomycorrhizal fungi (EMF) can form symbiotic relationships with plants, aiding in plant growth by providing access to nutrients and defense against phytopathogenic fungi. In this context, factors such as plant assemblages and soil properties can impact the interaction between EMF and phytopathogenic fungi in forest soil. However, there is little understanding of how these fungal interactions evolve as forests move through succession stages. In this study, we used high-throughput sequencing to investigate fungal communities in young, intermediate, and old subtropical forests. At the genus level, EMF communities were dominated by Sebacina, Russula, and Lactarius, while Mycena was the most abundant genus in pathogenic fungal communities. The relative abundances of EMF and phytopathogenic fungi in different stages showed no significant difference with the regulation of different factors. We discovered that interactions between phytopathogenic fungi and EMF maintained a dynamic balance under the influence of the differences in soil quality attributed to each forest successional stage. The community composition of phytopathogenic fungi is one of the strong drivers in shaping EMF communities over successions. In addition, the EMF diversity was significantly related to plant diversity, and these relationships varied among successional stages. Despite the regulation of various factors, the positive relationship between the diversity of phytopathogenic fungi and EMF remained unchanged. However, there is no significant difference in the ratio of the abundance of EMF and phytopathogenic fungi over the course of successions. These results will advance our understanding of the biodiversity-ecosystem functioning during forest succession. KEY POINTS: •Community composition of both EMF and phytopathogenic fungi changed significantly over forest succession. •Phytopathogenic fungi is a key driver in shaping EMF community. •The effect of plant Shannon's diversity on EMF communities changed during the forest aging process.
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Affiliation(s)
- Meirong Chen
- Key Laboratory of Plant Resources Conservation and Sustainable Utilization, South China Botanical Garden, Chinese Academy of Sciences, Guangzhou, China
- University of Chinese Academy of Sciences, Beijing, China
| | - Jiazhi Yang
- Guangdong Forestry Survey and Planning Institute, Guangzhou, China
| | - Chunquan Xue
- Guangdong Forestry Survey and Planning Institute, Guangzhou, China.
| | - Tieyao Tu
- Key Laboratory of Plant Resources Conservation and Sustainable Utilization, South China Botanical Garden, Chinese Academy of Sciences, Guangzhou, China
| | - Zhiyao Su
- South China Agriculture University, Guangzhou, China
| | - Hanhua Feng
- Guangdong Forestry Survey and Planning Institute, Guangzhou, China
| | - Miaomiao Shi
- Key Laboratory of Plant Resources Conservation and Sustainable Utilization, South China Botanical Garden, Chinese Academy of Sciences, Guangzhou, China
| | - Gui Zeng
- College of Life Sciences, China West Normal University, Nanchong, China
| | - Dianxiang Zhang
- Key Laboratory of Plant Resources Conservation and Sustainable Utilization, South China Botanical Garden, Chinese Academy of Sciences, Guangzhou, China.
| | - Xin Qian
- College of Life Sciences, Fujian Agriculture and Forestry University, Fuzhou, Fujian, China.
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Xu M, Yang X, Shao J, Huang J, Fan W, Yang A, Ci H, Wang Y, Gan J, Han Y, Zeng J. Biogeographic effects shape soil bacterial communities across intertidal zones on island beaches through regulating soil properties. THE SCIENCE OF THE TOTAL ENVIRONMENT 2024; 930:172785. [PMID: 38677414 DOI: 10.1016/j.scitotenv.2024.172785] [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: 01/12/2024] [Revised: 04/06/2024] [Accepted: 04/24/2024] [Indexed: 04/29/2024]
Abstract
Island coastal zones are often mistakenly perceived as "ecological desert". Actually, they harbour unique communities of organisms. The biodiversity on islands is primarily influenced by the effects of area and isolation (distance from the mainland), which mainly focused on plants and animals, encompassing studies of entire islands. However, the application of area and isolation effects to soil microorganisms on island beaches across the intertidal zones remains largely unexplored. We hypothesized that island area and isolation shape soil bacterial communities by regulating soil properties on island beaches, due to the fact that local soil properties might be strongly influenced by land-use, which may vary among islands of different sizes and isolations. To test this hypothesis, we conducted a study on 108 plots spanning 4 intertidal zones on 9 representative island beaches within Zhoushan Archipelago, eastern China. We employed one-way ANOVA and Tukey's honestly significant difference (HSD) test to assess the differences in diversity, composition of soil bacterial communities and soil properties among intertidal zones. Redundancy analysis and structural equation modelling (SEM) were used to examine the direct and indirect impacts of beach area and isolation on soil bacterial communities. Our findings revealed that the area and isolation did not significantly influence soil bacterial diversity and the relative abundance of dominant soil bacterial phyla. However, soil nitrogen (soil N), phosphorus (soil P), organic carbon (SOC), available potassium content (soil AK), and electrical conductivity (soil EC) showed significant increases with the area and isolation. As the tidal gradient increased on beaches, soil bacterial OTU richness, Chao 1, and relative abundance of Planctomycetota and Crenarchaeota decreased, while relative abundance of other soil bacterial phyla increased. We found that influences of island area and isolation shape soil bacterial communities on beaches by regulating soil properties, particularly soil moisture, salinity, and nutrients, all of which are also influenced by area and isolation. Island with larger areas and in lower intertidal zones, characterized by higher soil water content (SWC), soil EC, and soil AK, exhibited greater soil bacterial diversity and fewer dominant soil bacterial phyla. Conversely, in the higher intertidal zones with vegetation containing higher soil N and SOC, lower soil bacterial diversity and more dominant soil bacterial phyla were observed. These findings have the potential to enhance our new understanding of how island biogeography in interpreting island biome patterns.
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Affiliation(s)
- Mingshan Xu
- Zhejiang Institute of Hydraulics & Estuary (Zhejiang Institute of Marine Planning and Design), Hangzhou 310020, Zhejiang, China
| | - Xiaodong Yang
- Institute of East China Sea, Ningbo University, Ningbo 315211, Zhejiang, China; Department of Geography and Spatial Information Techniques, Ningbo University, Ningbo 315211, Zhejiang, China.
| | - Jie Shao
- Zhejiang Institute of Hydraulics & Estuary (Zhejiang Institute of Marine Planning and Design), Hangzhou 310020, Zhejiang, China
| | - Junbao Huang
- Zhejiang Institute of Hydraulics & Estuary (Zhejiang Institute of Marine Planning and Design), Hangzhou 310020, Zhejiang, China
| | - Wenzhou Fan
- Zhejiang Institute of Hydraulics & Estuary (Zhejiang Institute of Marine Planning and Design), Hangzhou 310020, Zhejiang, China
| | - Anna Yang
- Zhejiang Zhoushan Archipelago Observation and Research Station, Tiantong National Forest Ecosystem Observation and Research Station, School of Ecological and Environmental Sciences, East China Normal University, Shanghai 200241, China
| | - Hang Ci
- Zhejiang Zhoushan Archipelago Observation and Research Station, Tiantong National Forest Ecosystem Observation and Research Station, School of Ecological and Environmental Sciences, East China Normal University, Shanghai 200241, China
| | - Yongju Wang
- Zhejiang Institute of Hydraulics & Estuary (Zhejiang Institute of Marine Planning and Design), Hangzhou 310020, Zhejiang, China
| | - Jianjun Gan
- Zhejiang Institute of Hydraulics & Estuary (Zhejiang Institute of Marine Planning and Design), Hangzhou 310020, Zhejiang, China
| | - Yu Han
- Zhejiang Institute of Hydraulics & Estuary (Zhejiang Institute of Marine Planning and Design), Hangzhou 310020, Zhejiang, China
| | - Jian Zeng
- Zhejiang Institute of Hydraulics & Estuary (Zhejiang Institute of Marine Planning and Design), Hangzhou 310020, Zhejiang, China.
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Tian K, Chen S, Ye R, Xie Y, Yao L, Lin H. Initial microbiome and tree root status structured the soil microbial community discrepancy of the subtropical pine-oak forest in a large urban forest park. Front Microbiol 2024; 15:1391863. [PMID: 38881652 PMCID: PMC11176443 DOI: 10.3389/fmicb.2024.1391863] [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: 02/26/2024] [Accepted: 05/06/2024] [Indexed: 06/18/2024] Open
Abstract
Plant-microbe-soil interactions control over the forest biogeochemical cycling. Adaptive plant-soil interactions can shape specific microbial taxa in determining the ecosystem functioning. Different trees produce heterogeneous soil properties and can alter the composition of soil microbial community, which is relevant to the forest internal succession containing contrasting stand types such as the pine-oak forests. Considering representative microbial community characteristics are recorded in the original soil where they had adapted and resided, we constructed a soil transplant incubation experiment in a series of in situ root-ingrowth cores in a subtropical pine-oak forest, to simulate the vegetational pine-oak replacement under environmental succession. The responsive bacterial and fungal community discrepancies were studied to determine whether and how they would be changed. The pine and oak forest stands had greater heterogeneity in fungi composition than bacteria. Original soil and specific tree root status were the main factors that determined microbial community structure. Internal association network characters and intergroup variations of fungi among soil samples were more affected by original soil, while bacteria were more affected by receiving forest. Specifically, dominant tree roots had strong influence in accelerating the fungi community succession to adapt with the surrounding forest. We concluded that soil microbial responses to forest stand alternation differed between microbiome groups, with fungi from their original forest possessing higher resistance to encounter a new vegetation stand, while the bacteria community have faster resilience. The data would advance our insight into local soil microbial community dynamics during ecosystem succession and be helpful to enlighten forest management.
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Affiliation(s)
- Kai Tian
- Henan Field Observation and Research Station of Headwork Wetland Ecosystem of the Central Route of South-to-North Water Diversion Project, School of Life Sciences and Agricultural Engineering, Nanyang Normal University, Nanyang, China
| | - Shaoming Chen
- Henan Field Observation and Research Station of Headwork Wetland Ecosystem of the Central Route of South-to-North Water Diversion Project, School of Life Sciences and Agricultural Engineering, Nanyang Normal University, Nanyang, China
| | - Rumeng Ye
- Henan Field Observation and Research Station of Headwork Wetland Ecosystem of the Central Route of South-to-North Water Diversion Project, School of Life Sciences and Agricultural Engineering, Nanyang Normal University, Nanyang, China
| | - Yanghe Xie
- School of Life Sciences, Anhui Agricultural University, Hefei, China
| | - Lunguang Yao
- Henan Field Observation and Research Station of Headwork Wetland Ecosystem of the Central Route of South-to-North Water Diversion Project, School of Life Sciences and Agricultural Engineering, Nanyang Normal University, Nanyang, China
| | - Hong Lin
- School of Food Science, Institute of Applied Ecology, Nanjing Xiaozhuang University, Nanjing, China
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Yang W, Zhang S, Li A, Yang J, Pang S, Hu Z, Wang Z, Han X, Zhang X. Nitrogen deposition mediates more stochastic processes in structuring plant community than soil microbial community in the Eurasian steppe. SCIENCE CHINA. LIFE SCIENCES 2024; 67:778-788. [PMID: 38212459 DOI: 10.1007/s11427-023-2416-2] [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: 06/05/2023] [Accepted: 08/08/2023] [Indexed: 01/13/2024]
Abstract
Anthropogenic environmental changes may affect community assembly through mediating both deterministic (e.g., competitive exclusion and environmental filtering) and stochastic processes (e.g., birth/death and dispersal/colonization). It is traditionally thought that environmental changes have a larger mediation effect on stochastic processes in structuring soil microbial community than aboveground plant community; however, this hypothesis remains largely untested. Here we report an unexpected pattern that nitrogen (N) deposition has a larger mediation effect on stochastic processes in structuring plant community than soil microbial community (those <2 mm in diameter, including archaea, bacteria, fungi, and protists) in the Eurasian steppe. We performed a ten-year nitrogen deposition experiment in a semiarid grassland ecosystem in Inner Mongolia, manipulating nine rates (0-50 g N m-2 per year) at two frequencies (nitrogen added twice or 12 times per year) under two grassland management strategies (fencing or mowing). We separated the compositional variation of plant and soil microbial communities caused by each treatment into the deterministic and stochastic components with a recently-developed method. As nitrogen addition rate increased, the relative importance of stochastic component of plant community first increased and then decreased, while that of soil microbial community first decreased and then increased. On the whole, the relative importance of stochastic component was significantly larger in plant community (0.552±0.035; mean±standard error) than in microbial community (0.427±0.035). Consistently, the proportion of compositional variation explained by the deterministic soil and community indices was smaller for plant community (0.172-0.186) than microbial community (0.240-0.767). Meanwhile, as nitrogen addition rate increased, the linkage between plant and microbial community composition first became weaker and then became stronger. The larger stochasticity in plant community relative to microbial community assembly suggested that more stochastic strategies (e.g., seeds addition) should be adopted to maintain above- than below-ground biodiversity under the pressure of nitrogen deposition.
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Affiliation(s)
- Wei Yang
- Key Laboratory of Dryland Agriculture, Ministry of Agriculture, Institute of Environment and Sustainable Development in Agriculture, Chinese Academy of Agricultural Sciences, Beijing, 100081, China
| | - Shuhan Zhang
- Key Laboratory of Dryland Agriculture, Ministry of Agriculture, Institute of Environment and Sustainable Development in Agriculture, Chinese Academy of Agricultural Sciences, Beijing, 100081, China
| | - Ang Li
- State Key Laboratory of Vegetation and Environmental Change, Institute of Botany, Chinese Academy of Sciences, Beijing, 100093, China
| | - Junjie Yang
- State Key Laboratory of Vegetation and Environmental Change, Institute of Botany, Chinese Academy of Sciences, Beijing, 100093, China
| | - Shuang Pang
- Key Laboratory of Dryland Agriculture, Ministry of Agriculture, Institute of Environment and Sustainable Development in Agriculture, Chinese Academy of Agricultural Sciences, Beijing, 100081, China
| | - Zonghao Hu
- Key Laboratory of Dryland Agriculture, Ministry of Agriculture, Institute of Environment and Sustainable Development in Agriculture, Chinese Academy of Agricultural Sciences, Beijing, 100081, China
| | - Zhiping Wang
- State Key Laboratory of Vegetation and Environmental Change, Institute of Botany, Chinese Academy of Sciences, Beijing, 100093, China
| | - Xingguo Han
- State Key Laboratory of Vegetation and Environmental Change, Institute of Botany, Chinese Academy of Sciences, Beijing, 100093, China.
| | - Ximei Zhang
- Key Laboratory of Dryland Agriculture, Ministry of Agriculture, Institute of Environment and Sustainable Development in Agriculture, Chinese Academy of Agricultural Sciences, Beijing, 100081, China.
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Tedersoo L, Drenkhan R, Abarenkov K, Anslan S, Bahram M, Bitenieks K, Buegger F, Gohar D, Hagh‐Doust N, Klavina D, Makovskis K, Zusevica A, Pritsch K, Padari A, Põlme S, Rahimlou S, Rungis D, Mikryukov V. The influence of tree genus, phylogeny, and richness on the specificity, rarity, and diversity of ectomycorrhizal fungi. ENVIRONMENTAL MICROBIOLOGY REPORTS 2024; 16:e13253. [PMID: 38575147 PMCID: PMC10994715 DOI: 10.1111/1758-2229.13253] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/21/2024] [Accepted: 03/13/2024] [Indexed: 04/06/2024]
Abstract
Partner specificity is a well-documented phenomenon in biotic interactions, yet the factors that determine specificity in plant-fungal associations remain largely unknown. By utilizing composite soil samples, we identified the predictors that drive partner specificity in both plants and fungi, with a particular focus on ectomycorrhizal associations. Fungal guilds exhibited significant differences in overall partner preference and avoidance, richness, and specificity to specific tree genera. The highest level of specificity was observed in root endophytic and ectomycorrhizal associations, while the lowest was found in arbuscular mycorrhizal associations. The majority of ectomycorrhizal fungal species showed a preference for one of their partner trees, primarily at the plant genus level. Specialist ectomycorrhizal fungi were dominant in belowground communities in terms of species richness and relative abundance. Moreover, all tree genera (and occasionally species) demonstrated a preference for certain fungal groups. Partner specificity was not related to the rarity of fungi or plants or environmental conditions, except for soil pH. Depending on the partner tree genus, specific fungi became more prevalent and relatively more abundant with increasing stand age, tree dominance, and soil pH conditions optimal for the partner tree genus. The richness of partner tree species and increased evenness of ectomycorrhizal fungi in multi-host communities enhanced the species richness of ectomycorrhizal fungi. However, it was primarily the partner-generalist fungi that contributed to the high diversity of ectomycorrhizal fungi in mixed forests.
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Affiliation(s)
- Leho Tedersoo
- Mycology and Microbiology CenterUniversity of TartuTartuEstonia
- Institute of Ecology and Earth SciencesUniversity of TartuTartuEstonia
- College of ScienceKing Saud UniversityRiyadhSaudi Arabia
| | - Rein Drenkhan
- Institute of Forestry and EngineeringEstonian University of Life SciencesTartuEstonia
| | | | - Sten Anslan
- Institute of Ecology and Earth SciencesUniversity of TartuTartuEstonia
| | - Mohammad Bahram
- Mycology and Microbiology CenterUniversity of TartuTartuEstonia
- Department of EcologySwedish University of Agricultural SciencesUppsalaSweden
| | - Kriss Bitenieks
- Latvian State Forest Research Institute ‘Silava’ (LSFRI Silava)SalaspilsLatvia
| | - Franz Buegger
- Helmholtz Zentrum München – German Research Center for Environmental Health (GmbH), Research Unit Environmental SimulationNeuherbergGermany
| | - Daniyal Gohar
- Mycology and Microbiology CenterUniversity of TartuTartuEstonia
- Institute of Ecology and Earth SciencesUniversity of TartuTartuEstonia
| | - Niloufar Hagh‐Doust
- Mycology and Microbiology CenterUniversity of TartuTartuEstonia
- Institute of Ecology and Earth SciencesUniversity of TartuTartuEstonia
| | - Darta Klavina
- Latvian State Forest Research Institute ‘Silava’ (LSFRI Silava)SalaspilsLatvia
| | - Kristaps Makovskis
- Latvian State Forest Research Institute ‘Silava’ (LSFRI Silava)SalaspilsLatvia
| | - Austra Zusevica
- Latvian State Forest Research Institute ‘Silava’ (LSFRI Silava)SalaspilsLatvia
| | - Karin Pritsch
- Helmholtz Zentrum München – German Research Center for Environmental Health (GmbH), Research Unit Environmental SimulationNeuherbergGermany
| | - Allar Padari
- Institute of Forestry and EngineeringEstonian University of Life SciencesTartuEstonia
| | - Sergei Põlme
- Mycology and Microbiology CenterUniversity of TartuTartuEstonia
- Natural History MuseumUniversity of TartuTartuEstonia
| | - Saleh Rahimlou
- Mycology and Microbiology CenterUniversity of TartuTartuEstonia
| | - Dainis Rungis
- Latvian State Forest Research Institute ‘Silava’ (LSFRI Silava)SalaspilsLatvia
| | - Vladimir Mikryukov
- Mycology and Microbiology CenterUniversity of TartuTartuEstonia
- Institute of Ecology and Earth SciencesUniversity of TartuTartuEstonia
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Lu C, Xiao Z, Li H, Han R, Sun A, Xiang Q, Zhu Z, Li G, Yang X, Zhu YG, Chen QL. Aboveground plants determine the exchange of pathogens within air-phyllosphere-soil continuum in urban greenspaces. JOURNAL OF HAZARDOUS MATERIALS 2024; 465:133149. [PMID: 38056267 DOI: 10.1016/j.jhazmat.2023.133149] [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: 10/28/2023] [Revised: 11/20/2023] [Accepted: 11/29/2023] [Indexed: 12/08/2023]
Abstract
The microbiome in the air-phyllosphere-soil continuum of urban greenspaces plays a crucial role in re-connecting urban populations with biodiverse environmental microbiomes. However, little is known about whether plant type affects the airborne microbiomes, as well as the extent to which soil and phyllosphere microbiomes contribute to airborne microbiomes. Here we collected soil, phyllosphere and airborne microbes with different plant types (broadleaf tree, conifer tree, and grass) in urban parks. Despite the significant impacts of plant type on soil and phyllosphere microbiomes, plant type had no obvious effects on the diversity of airborne microbes but shaped airborne bacterial composition in urban greenspaces. Soil and phyllosphere microbiomes had a higher contribution to airborne bacteria in broadleaf trees (37.56%) compared to conifer trees (9.51%) and grasses (14.29%). Grass areas in urban greenspaces exhibited a greater proportion of potential pathogens compared to the tree areas. The abundance of bacterial pathogens in phyllosphere was significantly higher in grasses compared to broadleaf and conifer trees. Together, our study provides novel insights into the microbiome patterns in air-phyllosphere-soil continuum, highlighting the potential significance of reducing the proportion of extensively human-intervened grass areas in future urban environment designs to enhance the provision of ecosystem services in urban greenspaces.
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Affiliation(s)
- Changyi Lu
- Key Laboratory of Urban Environment and Health, Ningbo Urban Environment Observation and Research Station, Institute of Urban Environment, Chinese Academy of Sciences, Xiamen 361021, China; Zhejiang Key Laboratory of Urban Environmental Processes and Pollution Control, CAS Haixi Industrial Technology Innovation Center in Beilun, Ningbo 315830, China
| | - Zufei Xiao
- Key Laboratory of Urban Environment and Health, Ningbo Urban Environment Observation and Research Station, Institute of Urban Environment, Chinese Academy of Sciences, Xiamen 361021, China; Zhejiang Key Laboratory of Urban Environmental Processes and Pollution Control, CAS Haixi Industrial Technology Innovation Center in Beilun, Ningbo 315830, China; University of Chinese Academy of Sciences, Beijing 100049, China
| | - Hu Li
- Key Laboratory of Urban Environment and Health, Ningbo Urban Environment Observation and Research Station, Institute of Urban Environment, Chinese Academy of Sciences, Xiamen 361021, China; Zhejiang Key Laboratory of Urban Environmental Processes and Pollution Control, CAS Haixi Industrial Technology Innovation Center in Beilun, Ningbo 315830, China; University of Chinese Academy of Sciences, Beijing 100049, China
| | - Ruixia Han
- Key Laboratory of Urban Environment and Health, Ningbo Urban Environment Observation and Research Station, Institute of Urban Environment, Chinese Academy of Sciences, Xiamen 361021, China; Zhejiang Key Laboratory of Urban Environmental Processes and Pollution Control, CAS Haixi Industrial Technology Innovation Center in Beilun, Ningbo 315830, China
| | - Anqi Sun
- Key Laboratory of Urban Environment and Health, Ningbo Urban Environment Observation and Research Station, Institute of Urban Environment, Chinese Academy of Sciences, Xiamen 361021, China; Zhejiang Key Laboratory of Urban Environmental Processes and Pollution Control, CAS Haixi Industrial Technology Innovation Center in Beilun, Ningbo 315830, China
| | - Qian Xiang
- Key Laboratory of Urban Environment and Health, Ningbo Urban Environment Observation and Research Station, Institute of Urban Environment, Chinese Academy of Sciences, Xiamen 361021, China; Zhejiang Key Laboratory of Urban Environmental Processes and Pollution Control, CAS Haixi Industrial Technology Innovation Center in Beilun, Ningbo 315830, China
| | - Zhe Zhu
- Key Laboratory of Urban Environment and Health, Ningbo Urban Environment Observation and Research Station, Institute of Urban Environment, Chinese Academy of Sciences, Xiamen 361021, China; Zhejiang Key Laboratory of Urban Environmental Processes and Pollution Control, CAS Haixi Industrial Technology Innovation Center in Beilun, Ningbo 315830, China; Department of Chemical and Environmental Engineering, Faculty of Science and Engineering, University of Nottingham, Ningbo 315100, China
| | - Gang Li
- Key Laboratory of Urban Environment and Health, Ningbo Urban Environment Observation and Research Station, Institute of Urban Environment, Chinese Academy of Sciences, Xiamen 361021, China; Zhejiang Key Laboratory of Urban Environmental Processes and Pollution Control, CAS Haixi Industrial Technology Innovation Center in Beilun, Ningbo 315830, China; University of Chinese Academy of Sciences, Beijing 100049, China
| | - Xiaoru Yang
- Key Laboratory of Urban Environment and Health, Ningbo Urban Environment Observation and Research Station, Institute of Urban Environment, Chinese Academy of Sciences, Xiamen 361021, China; Zhejiang Key Laboratory of Urban Environmental Processes and Pollution Control, CAS Haixi Industrial Technology Innovation Center in Beilun, Ningbo 315830, China; University of Chinese Academy of Sciences, Beijing 100049, China
| | - Yong-Guan Zhu
- Key Laboratory of Urban Environment and Health, Ningbo Urban Environment Observation and Research Station, Institute of Urban Environment, Chinese Academy of Sciences, Xiamen 361021, China; Zhejiang Key Laboratory of Urban Environmental Processes and Pollution Control, CAS Haixi Industrial Technology Innovation Center in Beilun, Ningbo 315830, China; University of Chinese Academy of Sciences, Beijing 100049, China; State Key Laboratory of Urban and Regional Ecology, Research Center for Eco-Environmental Sciences, Chinese Academy of Sciences, Beijing 100085, China
| | - Qing-Lin Chen
- Key Laboratory of Urban Environment and Health, Ningbo Urban Environment Observation and Research Station, Institute of Urban Environment, Chinese Academy of Sciences, Xiamen 361021, China; Zhejiang Key Laboratory of Urban Environmental Processes and Pollution Control, CAS Haixi Industrial Technology Innovation Center in Beilun, Ningbo 315830, China; University of Chinese Academy of Sciences, Beijing 100049, China.
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7
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Pearman WS, Morales SE, Vaux F, Gemmell NJ, Fraser CI. Host population crashes disrupt the diversity of associated marine microbiomes. Environ Microbiol 2024; 26:e16611. [PMID: 38519875 DOI: 10.1111/1462-2920.16611] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2023] [Accepted: 03/01/2024] [Indexed: 03/25/2024]
Abstract
Host-associated microbial communities are shaped by myriad factors ranging from host conditions, environmental conditions and other microbes. Disentangling the ecological impact of each of these factors can be particularly difficult as many variables are correlated. Here, we leveraged earthquake-induced changes in host population structure to assess the influence of population crashes on marine microbial ecosystems. A large (7.8 magnitude) earthquake in New Zealand in 2016 led to widespread coastal uplift of up to ~6 m, sufficient to locally extirpate some intertidal southern bull kelp populations. These uplifted populations are slowly recovering, but remain at much lower densities than at nearby, less-uplifted sites. By comparing the microbial communities of the hosts from disturbed and relatively undisturbed populations using 16S rRNA gene amplicon sequencing, we observed that disturbed host populations supported higher functional, taxonomic and phylogenetic microbial beta diversity than non-disturbed host populations. Our findings shed light on microbiome ecological assembly processes, particularly highlighting that large-scale disturbances that affect host populations can dramatically influence microbiome structure. We suggest that disturbance-induced changes in host density limit the dispersal opportunities of microbes, with host community connectivity declining with the density of host populations.
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Affiliation(s)
- William S Pearman
- Department of Marine Science, University of Otago, Dunedin, New Zealand
- Department of Microbiology and Immunology, School of Biomedical Sciences, University of Otago, Dunedin, New Zealand
- National Institute of Water and Atmospheric Research Ltd, Auckland, New Zealand
| | - Sergio E Morales
- Department of Microbiology and Immunology, School of Biomedical Sciences, University of Otago, Dunedin, New Zealand
| | - Felix Vaux
- National Institute of Water and Atmospheric Research Ltd, Auckland, New Zealand
- Department of Zoology, University of Otago, Dunedin, New Zealand
| | - Neil J Gemmell
- Department of Anatomy, School of Biomedical Sciences, University of Otago, Dunedin, New Zealand
| | - Ceridwen I Fraser
- Department of Marine Science, University of Otago, Dunedin, New Zealand
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8
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Gacura MD, Zak DR, Blackwood CB. From individual leaves to forest stands: importance of niche, distance decay, and stochasticity vary by ecosystem type and functional group for fungal community composition. FEMS Microbiol Ecol 2024; 100:fiae016. [PMID: 38373845 PMCID: PMC10913062 DOI: 10.1093/femsec/fiae016] [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: 09/01/2023] [Revised: 01/26/2024] [Accepted: 02/16/2024] [Indexed: 02/21/2024] Open
Abstract
Community assembly is influenced by environmental niche processes as well as stochastic processes that can be spatially dependent (e.g. dispersal limitation) or independent (e.g. priority effects). Here, we sampled senesced tree leaves as unit habitats to investigate fungal community assembly at two spatial scales: (i) small neighborhoods of overlapping leaves from differing tree species and (ii) forest stands of differing ecosystem types. Among forest stands, ecosystem type explained the most variation in community composition. Among adjacent leaves within stands, variability in fungal composition was surprisingly high. Leaf type was more important in stands with high soil fertility and dominated by differing tree mycorrhizal types (sugar maple vs. basswood or red oak), whereas distance decay was more important in oak-dominated forest stands with low soil fertility. Abundance of functional groups was explained by environmental factors, but predictors of taxonomic composition within differing functional groups were highly variable. These results suggest that fungal community assembly processes are clearest for functional group abundances and large spatial scales. Understanding fungal community assembly at smaller spatial scales will benefit from further study focusing on differences in drivers for different ecosystems and functional groups, as well as the importance of spatially independent factors such as priority effects.
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Affiliation(s)
- Matthew D Gacura
- Department of Biological Sciences, Kent State University, 800 E. Summit St., Kent, OH 44242, United States
- Biology Department, Gannon University, 109 University Square, Erie, PA 16541, United States
| | - Donald R Zak
- School for Environment and Sustainability, University of Michigan, 440 Church St., Ann Arbor, MI 48109, United States
| | - Christopher B Blackwood
- Department of Biological Sciences, Kent State University, 800 E. Summit St., Kent, OH 44242, United States
- Department of Plant, Soil, and Microbial Sciences and Department of Plant Biology, Michigan State University, 1066 Bogue St., East Lansing, MI 48842, United States
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9
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Zhou H, Jia S, Gao Y, Li X, Lin Y, Yang F, Ni K. Characterization of phyllosphere endophytic lactic acid bacteria reveals a potential novel route to enhance silage fermentation quality. Commun Biol 2024; 7:117. [PMID: 38253824 PMCID: PMC10803313 DOI: 10.1038/s42003-024-05816-3] [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: 08/04/2023] [Accepted: 01/12/2024] [Indexed: 01/24/2024] Open
Abstract
The naturally attached phyllosphere microbiota play a crucial role in plant-derived fermentation, but the structure and function of phyllosphere endophytes remain largely unidentified. Here, we reveal the diversity, specificity, and functionality of phyllosphere endophytes in alfalfa (Medicago sativa L.) through combining typical microbial culture, high-throughput sequencing, and genomic comparative analysis. In comparison to phyllosphere bacteria (PB), the fermentation of alfalfa solely with endophytes (EN) enhances the fermentation characteristics, primarily due to the dominance of specific lactic acid bacteria (LAB) such as Lactiplantibacillus, Weissella, and Pediococcus. The inoculant with selected endophytic LAB strains also enhances the fermentation quality compared to epiphytic LAB treatment. Especially, one key endophytic LAB named Pediococcus pentosaceus EN5 shows enrichment of genes related to the mannose phosphotransferase system (Man-PTS) and carbohydrate-metabolizing enzymes and higher utilization of carbohydrates. Representing phyllosphere, endophytic LAB shows great potential of promoting ensiling and provides a novel direction for developing microbial inoculant.
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Affiliation(s)
- Hongzhang Zhou
- College of Grassland Science and Technology, China Agricultural University, Beijing, 100193, China
| | - Shangang Jia
- College of Grassland Science and Technology, China Agricultural University, Beijing, 100193, China
| | - Yu Gao
- College of Grassland Science and Technology, China Agricultural University, Beijing, 100193, China
| | - Xiaomei Li
- College of Grassland Science and Technology, China Agricultural University, Beijing, 100193, China
| | - Yanli Lin
- College of Grassland Science and Technology, China Agricultural University, Beijing, 100193, China
| | - Fuyu Yang
- College of Grassland Science and Technology, China Agricultural University, Beijing, 100193, China
- College of Animal Science, Guizhou University, Guiyang, 550025, China
| | - Kuikui Ni
- College of Grassland Science and Technology, China Agricultural University, Beijing, 100193, China.
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10
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Hawkes CV, Allen X, Balint-Kurti P, Cowger C. Manipulating the plant mycobiome to enhance resilience: Ecological and evolutionary opportunities and challenges. PLoS Pathog 2023; 19:e1011816. [PMID: 38096141 PMCID: PMC10721032 DOI: 10.1371/journal.ppat.1011816] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2023] Open
Affiliation(s)
- Christine V. Hawkes
- Department of Plant and Microbial Biology, North Carolina State University, Raleigh, North Carolina, United States of America
| | - Xavious Allen
- Department of Plant and Microbial Biology, North Carolina State University, Raleigh, North Carolina, United States of America
| | - Peter Balint-Kurti
- Plant Science Research Unit, USDA-ARS, Raleigh, North Carolina, United States of America
- Department of Entomology and Plant Pathology, North Carolina State University, Raleigh, North Carolina, United States of America
| | - Christina Cowger
- Plant Science Research Unit, USDA-ARS, Raleigh, North Carolina, United States of America
- Department of Entomology and Plant Pathology, North Carolina State University, Raleigh, North Carolina, United States of America
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11
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Anneberg TJ, Turcotte MM, Ashman TL. Plant neopolyploidy and genetic background differentiate the microbiome of duckweed across a variety of natural freshwater sources. Mol Ecol 2023; 32:5849-5863. [PMID: 37750335 DOI: 10.1111/mec.17142] [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: 03/21/2023] [Accepted: 09/06/2023] [Indexed: 09/27/2023]
Abstract
Whole-genome duplication has long been appreciated for its role in driving phenotypic novelty in plants, often altering the way organisms interface with the abiotic environment. Only recently, however, have we begun to investigate how polyploidy influences interactions of plants with other species, despite the biotic niche being predicted as one of the main determinants of polyploid establishment. Nevertheless, we lack information about how polyploidy affects the diversity and composition of the microbial taxa that colonize plants, and whether this is genotype-dependent and repeatable across natural environments. This information is a first step towards understanding whether the microbiome contributes to polyploid establishment. We, thus, tested the immediate effect of polyploidy on the diversity and composition of the bacterial microbiome of the aquatic plant Spirodela polyrhiza using four pairs of diploids and synthetic autotetraploids. Under controlled conditions, axenic plants were inoculated with pond waters collected from 10 field sites across a broad environmental gradient. Autotetraploids hosted 4%-11% greater bacterial taxonomic and phylogenetic diversity than their diploid progenitors. Polyploidy, along with its interactions with the inoculum source and genetic lineage, collectively explained 7% of the total variation in microbiome composition. Furthermore, polyploidy broadened the core microbiome, with autotetraploids having 15 unique bacterial taxa in addition to the 55 they shared with diploids. Our results show that whole-genome duplication directly leads to novelty in the plant microbiome and importantly that the effect is dependent on the genetic ancestry of the polyploid and generalizable over many environmental contexts.
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Affiliation(s)
- Thomas J Anneberg
- Department of Biological Sciences, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Martin M Turcotte
- Department of Biological Sciences, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Tia-Lynn Ashman
- Department of Biological Sciences, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
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12
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Franić I, Allan E, Prospero S, Adamson K, Attorre F, Auger-Rozenberg MA, Augustin S, Avtzis D, Baert W, Barta M, Bauters K, Bellahirech A, Boroń P, Bragança H, Brestovanská T, Brurberg MB, Burgess T, Burokienė D, Cleary M, Corley J, Coyle DR, Csóka G, Černý K, Davydenko K, de Groot M, Diez JJ, Doğmuş Lehtijärvi HT, Drenkhan R, Edwards J, Elsafy M, Eötvös CB, Falko R, Fan J, Feddern N, Fürjes-Mikó Á, Gossner MM, Grad B, Hartmann M, Havrdova L, Kádasi Horáková M, Hrabětová M, Justesen MJ, Kacprzyk M, Kenis M, Kirichenko N, Kovač M, Kramarets V, Lacković N, Lantschner MV, Lazarević J, Leskiv M, Li H, Madsen CL, Malumphy C, Matošević D, Matsiakh I, May TW, Meffert J, Migliorini D, Nikolov C, O'Hanlon R, Oskay F, Paap T, Parpan T, Piškur B, Ravn HP, Richard J, Ronse A, Roques A, Ruffner B, Santini A, Sivickis K, Soliani C, Talgø V, Tomoshevich M, Uimari A, Ulyshen M, Vettraino AM, Villari C, Wang Y, Witzell J, Zlatković M, Eschen R. Climate, host and geography shape insect and fungal communities of trees. Sci Rep 2023; 13:11570. [PMID: 37463904 DOI: 10.1038/s41598-023-36795-w] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2022] [Accepted: 06/12/2023] [Indexed: 07/20/2023] Open
Abstract
Non-native pests, climate change, and their interactions are likely to alter relationships between trees and tree-associated organisms with consequences for forest health. To understand and predict such changes, factors structuring tree-associated communities need to be determined. Here, we analysed the data consisting of records of insects and fungi collected from dormant twigs from 155 tree species at 51 botanical gardens or arboreta in 32 countries. Generalized dissimilarity models revealed similar relative importance of studied climatic, host-related and geographic factors on differences in tree-associated communities. Mean annual temperature, phylogenetic distance between hosts and geographic distance between locations were the major drivers of dissimilarities. The increasing importance of high temperatures on differences in studied communities indicate that climate change could affect tree-associated organisms directly and indirectly through host range shifts. Insect and fungal communities were more similar between closely related vs. distant hosts suggesting that host range shifts may facilitate the emergence of new pests. Moreover, dissimilarities among tree-associated communities increased with geographic distance indicating that human-mediated transport may serve as a pathway of the introductions of new pests. The results of this study highlight the need to limit the establishment of tree pests and increase the resilience of forest ecosystems to changes in climate.
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Affiliation(s)
- Iva Franić
- CABI, Delémont, Switzerland.
- Institute of Plant Sciences, University of Bern, Bern, Switzerland.
- Swiss Federal Institute for Forest, Snow and Landscape Research WSL, Birmensdorf, Switzerland.
| | - Eric Allan
- Institute of Plant Sciences, University of Bern, Bern, Switzerland
| | - Simone Prospero
- Swiss Federal Institute for Forest, Snow and Landscape Research WSL, Birmensdorf, Switzerland
| | - Kalev Adamson
- Institute of Forestry and Engineering, Estonian University of Life Sciences, Tartu, Estonia
| | - Fabio Attorre
- Department of Environmental Biology, Sapienza University of Rome, Rome, Italy
| | | | | | - Dimitrios Avtzis
- Forest Research Institute, Hellenic Agricultural Organization-Demeter, Thessaloniki, Greece
| | - Wim Baert
- Meise Botanic Garden, Meise, Belgium
| | - Marek Barta
- Institute of Forest Ecology, Slovak Academy of Sciences, Nitra, Slovakia
| | | | - Amani Bellahirech
- National Research Institute of Rural Engineering, Water and Forests (INRGREF), Ariana, Tunisia
| | - Piotr Boroń
- Department of Forest Ecosystems Protection, University of Agriculture in Krakow, Krakow, Poland
| | - Helena Bragança
- Instituto Nacional de Investigação Agrária e Veterinária I. P. (INIAV I. P.), Oeiras, Portugal
- GREEN-IT Bioresources for Sustainability, ITQB NOVA, Oeiras, Portugal
| | - Tereza Brestovanská
- Silva Tarouca Research Institute for Landscape and Ornamental Gardening, Pruhonice, Czech Republic
| | - May Bente Brurberg
- NIBIO, Norwegian Institute of Bioeconomy Research, Ås, Norway
- NMBU-Norwegian University of Life Sciences, Ås, Norway
| | | | - Daiva Burokienė
- Institute of Botany at the Nature Research Centre, Vilnius, Lithuania
| | - Michelle Cleary
- Southern Swedish Forest Research Centre, Swedish University of Agricultural Sciences, Alnarp, Sweden
| | - Juan Corley
- Instituto de Investigaciones Forestales y Agropecuarias Bariloche (INTA-CONICET), Bariloche, Argentina
| | - David R Coyle
- Department of Forestry and Environmental Conservation, Clemson University, Clemson, SC, USA
| | - György Csóka
- Department of Forest Protection, Forest Research Institute, University of Sopron, Mátrafüred, Hungary
| | - Karel Černý
- Silva Tarouca Research Institute for Landscape and Ornamental Gardening, Pruhonice, Czech Republic
| | - Kateryna Davydenko
- Ukrainian Research Institute of Forestry and Forest Melioration, Kharkiv, Ukraine
| | | | - Julio Javier Diez
- Sustainable Forest Management Research Institute, University of Valladolid-INIA, Palencia, Spain
- Department of Vegetal Production and Forest Resources, University of Valladolid, Palencia, Spain
| | | | - Rein Drenkhan
- Institute of Forestry and Engineering, Estonian University of Life Sciences, Tartu, Estonia
| | - Jacqueline Edwards
- School of Applied Systems Biology, La Trobe University, Melbourne, Vic, Australia
- Agriculture Victoria Research, Agribio Centre, Bundoora, Vic, Australia
| | - Mohammed Elsafy
- Department of Plant Breeding, Swedish University of Agricultural Sciences, Alnarp, Sweden
| | - Csaba Béla Eötvös
- Department of Forest Protection, Forest Research Institute, University of Sopron, Mátrafüred, Hungary
| | - Roman Falko
- Ukrainian Research Institute of Mountain Forestry, Ivano-Frankivsk, Ukraine
| | - Jianting Fan
- College of Forestry and Biotechnology, Zhejiang A & F University, Hangzhou, China
| | - Nina Feddern
- Swiss Federal Institute for Forest, Snow and Landscape Research WSL, Birmensdorf, Switzerland
| | - Ágnes Fürjes-Mikó
- Department of Forest Protection, Forest Research Institute, University of Sopron, Mátrafüred, Hungary
| | - Martin M Gossner
- Swiss Federal Institute for Forest, Snow and Landscape Research WSL, Birmensdorf, Switzerland
- Institute of Terrestrial Ecosystems, ETH Zürich, Zürich, Switzerland
| | - Bartłomiej Grad
- Department of Forest Ecosystems Protection, University of Agriculture in Krakow, Krakow, Poland
| | - Martin Hartmann
- Institute of Agricultural Sciences, ETH Zürich, Zürich, Switzerland
| | - Ludmila Havrdova
- Silva Tarouca Research Institute for Landscape and Ornamental Gardening, Pruhonice, Czech Republic
| | | | - Markéta Hrabětová
- Silva Tarouca Research Institute for Landscape and Ornamental Gardening, Pruhonice, Czech Republic
| | - Mathias Just Justesen
- Department of Geosciences and Natural Resource Management, University of Copenhagen, Copenhagen, Denmark
| | - Magdalena Kacprzyk
- Department of Forest Ecosystems Protection, University of Agriculture in Krakow, Krakow, Poland
| | | | - Natalia Kirichenko
- Sukachev Institute of Forest, Siberian Branch of the Russian Academy of Sciences, Federal Research Center "Krasnoyarsk Science Center SB RAS", Krasnoyarsk, Russia
- Siberian Federal University, Krasnoyarsk, Russia
| | - Marta Kovač
- Croatian Forest Research Institute, Jastrebarsko, Croatia
| | | | | | - Maria Victoria Lantschner
- Instituto de Investigaciones Forestales y Agropecuarias Bariloche (INTA-CONICET), Bariloche, Argentina
| | - Jelena Lazarević
- Biotechnical Faculty, University of Montenegro, Podgorica, Montenegro
| | | | | | - Corrie Lynne Madsen
- Department of Geosciences and Natural Resource Management, University of Copenhagen, Copenhagen, Denmark
| | - Chris Malumphy
- Fera Science Ltd, National Agri-food Innovation Campus, York, UK
| | | | - Iryna Matsiakh
- Southern Swedish Forest Research Centre, Swedish University of Agricultural Sciences, Alnarp, Sweden
- Ukrainian National Forestry University, Lviv, Ukraine
| | - Tom W May
- Royal Botanic Gardens Victoria, Melbourne, Vic, Australia
| | - Johan Meffert
- National Plant Protection Organisation, Netherlands Food and Consumers Product Safety Authority, Ministry of Agriculture, Nature and Food Quality, Wageningen, The Netherlands
| | - Duccio Migliorini
- National Research Council C.N.R., Institute for Sustainable Plant Protection (IPSP), Sesto Fiorentino, Italy
| | - Christo Nikolov
- National Forest Centre, Forest Research Institute, Zvolen, Slovakia
| | | | - Funda Oskay
- Faculty of Forestry, Çankırı Karatekin University, Cankiri, Turkey
| | - Trudy Paap
- Forestry and Agricultural Biotechnology Institute (FABI), University of Pretoria, Pretoria, South Africa
| | - Taras Parpan
- Ukrainian Research Institute of Mountain Forestry, Ivano-Frankivsk, Ukraine
| | | | - Hans Peter Ravn
- Department of Geosciences and Natural Resource Management, University of Copenhagen, Copenhagen, Denmark
| | - John Richard
- Tanzania Forestry Research Institute (TAFORI), Lushoto, Tanzania
| | | | | | - Beat Ruffner
- Swiss Federal Institute for Forest, Snow and Landscape Research WSL, Birmensdorf, Switzerland
| | - Alberto Santini
- National Research Council C.N.R., Institute for Sustainable Plant Protection (IPSP), Sesto Fiorentino, Italy
| | - Karolis Sivickis
- Institute of Botany at the Nature Research Centre, Vilnius, Lithuania
| | - Carolina Soliani
- Instituto de Investigaciones Forestales y Agropecuarias Bariloche (INTA-CONICET), Bariloche, Argentina
| | - Venche Talgø
- NIBIO, Norwegian Institute of Bioeconomy Research, Ås, Norway
| | - Maria Tomoshevich
- Central Siberian Botanical Garden, Russian Academy of Sciences, Siberian Branch, Novosibirsk, Russia
| | - Anne Uimari
- Natural Resources Institute Finland, Suonenjoki, Finland
| | - Michael Ulyshen
- USDA Forest Service, Southern Research Station, Athens, GA, USA
| | | | - Caterina Villari
- D.B. Warnell School of Forestry and Natural Resources, University of Georgia, Athens, GA, USA
| | - Yongjun Wang
- College of Forestry and Biotechnology, Zhejiang A & F University, Hangzhou, China
| | - Johanna Witzell
- Forestry and Wood Technology, Linnaeus University, Växjö, Sweden
| | - Milica Zlatković
- Institute of Lowland Forestry and Environment (ILFE), University of Novi Sad, Novi Sad, Serbia
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13
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Fan Y, Xiang S, Wang J, Zhang X, Yu Z, Zhu S, Lv M, Bai L, Han L, Ma J, Wang Y. First report of the ectomycorrhizal fungal community associated with two herbaceous plants in Inner Mongolia, China. PeerJ 2023; 11:e15626. [PMID: 37465152 PMCID: PMC10351511 DOI: 10.7717/peerj.15626] [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: 12/21/2022] [Accepted: 06/02/2023] [Indexed: 07/20/2023] Open
Abstract
Ectomycorrhizal (EM) fungi play a vital role in ensuring plant health, plant diversity, and ecosystem function. However, the study on fungal diversity and community assembly of EM fungi associated with herbaceous plants remains poorly understood. Thus, in our study, Carex pediformis and Polygonum divaricatum in the subalpine meadow of central Inner Mongolia, China were selected for exploring EM fungal diversity and community assembly mechanisms by using llumina MiSeq sequencing of the fungal internal transcribed spacer 2 region (ITS2). We evaluated the impact of soil, climatic, and spatial variables on EM fungal diversity and community turnover. Deterministic vs. stochastic processes for EM fungal community assembly were quantified using β-Nearest taxon index scores. The results showed that a total of 70 EM fungal OTUs belonging to 21 lineages were identified, of which Tomentella-Thelephora, Helotiales1, Tricholoma, Inocybe, Wilcoxina were the most dominant EM fungal lineages. EM fungal communities were significantly different between the two herbaceous plants and among the two sampling sites, and this difference was mainly influenced by soil organic matter (OM) content and mean annual precipitation (MAP). The neutral community model (NCM) explained 45.7% of the variations in EM fungi community assembly. A total of 99.27% of the β-Nearest Taxa Index (βNTI) value was between -2 and 2. These results suggest that the dominant role of stochastic processes in shaping EM fungal community assembly. In addition, RCbray values showed that ecological drift in stochastic processes dominantly determined community assembly of EM fungi. Overall, our study shed light on the EM fungal diversity and community assembly associated with herbaceous plants in the subalpine region of central Inner Mongolia for the first time, which provided a better understanding of the role of herbaceous EM fungi.
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Affiliation(s)
- Yongjun Fan
- School of Life Science and Technology, Inner Mongolia University of Science and Technology, Baotou, Inner Mongolia, China
- Yinshanbeilu Grassland Eco-hydrology National Observation and Research Station, China Institute of Water Resources and Hydropower Research, Inner Mongolia, China
| | - Simin Xiang
- Faculty of Biological Science and technology, Baotou Teacher’s College, Baotou, Inner Mongolia, China
| | - Jing Wang
- Department of Civil Engineering, Ordos Institute Technology, Ordos, Inner Mongolia, China
| | - Xuan Zhang
- Faculty of Biological Science and technology, Baotou Teacher’s College, Baotou, Inner Mongolia, China
| | - Zhimin Yu
- School of Life Science and Technology, Inner Mongolia University of Science and Technology, Baotou, Inner Mongolia, China
| | - Shupeng Zhu
- Faculty of Biological Science and technology, Baotou Teacher’s College, Baotou, Inner Mongolia, China
| | - Meng Lv
- Faculty of Biological Science and technology, Baotou Teacher’s College, Baotou, Inner Mongolia, China
| | - Lijun Bai
- Faculty of Biological Science and technology, Baotou Teacher’s College, Baotou, Inner Mongolia, China
| | - Luyu Han
- Faculty of Biological Science and technology, Baotou Teacher’s College, Baotou, Inner Mongolia, China
| | - Jianjun Ma
- College of Life Science, Lang Fang Normal University, Lang Fang, Hebei, China
| | - Yonglong Wang
- Faculty of Biological Science and technology, Baotou Teacher’s College, Baotou, Inner Mongolia, China
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14
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Kang Y, Wu H, Zhang Y, Wu Q, Guan Q, Lu K, Lin Y. Differential distribution patterns and assembly processes of soil microbial communities under contrasting vegetation types at distinctive altitudes in the Changbai Mountain. Front Microbiol 2023; 14:1152818. [PMID: 37333641 PMCID: PMC10272400 DOI: 10.3389/fmicb.2023.1152818] [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: 01/28/2023] [Accepted: 03/29/2023] [Indexed: 06/20/2023] Open
Abstract
Diversity patterns and community assembly of soil microorganisms are essential for understanding soil biodiversity and ecosystem processes. Investigating the impacts of environmental factors on microbial community assembly is crucial for comprehending the functions of microbial biodiversity and ecosystem processes. However, these issues remain insufficiently investigated in related studies despite their fundamental significance. The present study aimed to assess the diversity and assembly of soil bacterial and fungal communities to altitude and soil depth variations in mountain ecosystems by using 16S and ITS rRNA gene sequence analyses. In addition, the major roles of environmental factors in determining soil microbial communities and assembly processes were further investigated. The results showed a U-shaped pattern of the soil bacterial diversity at 0-10 cm soil depth along altitudes, reaching a minimum value at 1800 m, while the fungal diversity exhibited a monotonically decreasing trend with increasing altitude. At 10-20 cm soil depth, the soil bacterial diversity showed no apparent changes along altitudinal gradients, while the fungal Chao1 and phylogenetic diversity (PD) indices exhibited hump-shaped patterns with increasing altitude, reaching a maximum value at 1200 m. Soil bacterial and fungal communities were distinctively distributed with altitude at the same depth of soil, and the spatial turnover rates in fungi was greater than in bacteria. Mantel tests suggested soil physiochemical and climate variables significantly correlated with the β diversity of microbial community at two soil depths, suggesting both soil and climate heterogeneity contributed to the variation of bacterial and fungal community. Correspondingly, a novel phylogenetic null model analysis demonstrated that the community assembly of soil bacterial and fungal communities were dominated by deterministic and stochastic processes, respectively. The assembly processes of bacterial community were significantly related to the soil DOC and C:N ratio, while the fungal community assembly processes were significantly related to the soil C:N ratio. Our results provide a new perspective to assess the responses of soil microbial communities to variations with altitude and soil depth.
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Affiliation(s)
- Yujuan Kang
- Key Laboratory of Wetland Ecology and Environment, Northeast Institute of Geography and Agroecology, Chinese Academy of Sciences, Changchun, China
- College of Resources and Environment, University of Chinese Academy of Sciences, Beijing, China
| | - Haitao Wu
- Key Laboratory of Wetland Ecology and Environment, Northeast Institute of Geography and Agroecology, Chinese Academy of Sciences, Changchun, China
| | - Yifan Zhang
- Key Laboratory of Wetland Ecology and Environment, Northeast Institute of Geography and Agroecology, Chinese Academy of Sciences, Changchun, China
- College of Tourism and Geography Sciences, Jilin Normal University, Siping, China
| | - Qiong Wu
- Key Laboratory of Wetland Ecology and Environment, Northeast Institute of Geography and Agroecology, Chinese Academy of Sciences, Changchun, China
- College of Tourism and Geography Sciences, Jilin Normal University, Siping, China
| | - Qiang Guan
- Key Laboratory of Wetland Ecology and Environment, Northeast Institute of Geography and Agroecology, Chinese Academy of Sciences, Changchun, China
| | - Kangle Lu
- Key Laboratory of Wetland Ecology and Environment, Northeast Institute of Geography and Agroecology, Chinese Academy of Sciences, Changchun, China
| | - Yiling Lin
- Key Laboratory of Wetland Ecology and Environment, Northeast Institute of Geography and Agroecology, Chinese Academy of Sciences, Changchun, China
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15
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Hogan JA, Jusino MA, Smith ME, Corrales A, Song X, Hu YH, Yang J, Cao M, Valverde-Barrantes OJ, Baraloto C. Root-associated fungal communities are influenced more by soils than by plant-host root traits in a Chinese tropical forest. THE NEW PHYTOLOGIST 2023; 238:1849-1864. [PMID: 36808625 DOI: 10.1111/nph.18821] [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: 11/12/2022] [Accepted: 02/14/2023] [Indexed: 05/04/2023]
Abstract
Forest fungal communities are shaped by the interactions between host tree root systems and the associated soil conditions. We investigated how the soil environment, root morphological traits, and root chemistry influence root-inhabiting fungal communities in three tropical forest sites of varying successional status in Xishuangbanna, China. For 150 trees of 66 species, we measured root morphology and tissue chemistry. Tree species identity was confirmed by sequencing rbcL, and root-associated fungal (RAF) communities were determined using high-throughput ITS2 sequencing. Using distance-based redundancy analysis and hierarchical variation partitioning, we quantified the relative importance of two soil variables (site average total phosphorus and available phosphorus), four root traits (dry matter content, tissue density, specific tip abundance, and forks), and three root tissue elemental concentrations (nitrogen, calcium, and manganese) on RAF community dissimilarity. The root and soil environment collectively explained 23% of RAF compositional variation. Soil phosphorus explained 76% of that variation. Twenty fungal taxa differentiated RAF communities among the three sites. Soil phosphorus most strongly affects RAF assemblages in this tropical forest. Variation in root calcium and manganese concentrations and root morphology among tree hosts, principally an architectural trade-off between dense, highly branched vs less-dense, herringbone-type root systems, are important secondary determinants.
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Affiliation(s)
- J Aaron Hogan
- Department of Biological Sciences, Institute of Environment, Florida International University, Miami, FL, 33199, USA
| | - Michelle A Jusino
- Department of Plant Pathology, University of Florida, Gainesville, FL, 32611, USA
- USDA Forest Service, Northern Research Station, Center for Forest Mycology Research, Madison, WI, 53726, USA
| | - Matthew E Smith
- Department of Plant Pathology, University of Florida, Gainesville, FL, 32611, USA
| | - Adriana Corrales
- Department of Plant Pathology, University of Florida, Gainesville, FL, 32611, USA
- Centro de Investigaciones en Microbiología y Biotecnología-UR (CIMBIUR), Facultad de Ciencias Naturales, Universidad del Rosario, Bogotá, 111221, Colombia
| | - Xiaoyang Song
- CAS Key Laboratory of Tropical Forest Ecology, Xishuangbanna Tropical Botanical Garden, Chinese Academy of Sciences, Yunnan, 666303, China
| | - Yue-Hua Hu
- CAS Key Laboratory of Tropical Forest Ecology, Xishuangbanna Tropical Botanical Garden, Chinese Academy of Sciences, Yunnan, 666303, China
| | - Jie Yang
- CAS Key Laboratory of Tropical Forest Ecology, Xishuangbanna Tropical Botanical Garden, Chinese Academy of Sciences, Yunnan, 666303, China
| | - Min Cao
- CAS Key Laboratory of Tropical Forest Ecology, Xishuangbanna Tropical Botanical Garden, Chinese Academy of Sciences, Yunnan, 666303, China
| | - Oscar J Valverde-Barrantes
- Department of Biological Sciences, Institute of Environment, Florida International University, Miami, FL, 33199, USA
| | - Christopher Baraloto
- Department of Biological Sciences, Institute of Environment, Florida International University, Miami, FL, 33199, USA
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16
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Differences in Soil Microbial Communities between Healthy and Diseased Lycium barbarum cv. Ningqi-5 Plants with Root Rot. Microorganisms 2023; 11:microorganisms11030694. [PMID: 36985267 PMCID: PMC10054753 DOI: 10.3390/microorganisms11030694] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2023] [Revised: 02/15/2023] [Accepted: 03/06/2023] [Indexed: 03/11/2023] Open
Abstract
For a long time, the development of the Lycium barbarum industry has been seriously restricted by root rot disease. In general, the occurrence of plant root rot is considered to be closely related to the composition and diversity of the soil microbial community. It is critical to understand the relationship between the occurrence of root rot in L. barbarum and the soil microbial composition. In this study, samples of the rhizosphere, rhizoplane, and root zone were collected from diseased and healthy plants. The V3–V4 region of bacterial 16S rDNA and the fungal ITS1 fragment of the collected samples were sequenced using Illumina MiSeq high-throughput sequencing technology. The sequencing results were first quality controlled and then aligned with the relevant databases for annotation and analysis. The richness of fungal communities in the rhizoplane and root zone of the healthy plants was significantly higher than that of the diseased plants (p < 0.05), and the community evenness and diversity of all the rhizoplane samples were significantly different from those of the rhizosphere and root zone. The richness of the bacterial communities in the rhizosphere and root zone of healthy plants was significantly greater than those of diseased plants (p < 0.05). The community composition of the rhizoplane was quite different from the other parts. The abundance of Fusarium in the rhizoplane and rhizosphere soil of diseased plants was higher than that in the corresponding parts of healthy plants. The abundances of Mortierella and Ilyonectria in the three parts of the healthy plants were correspondingly higher than those in the three parts of the diseased plants, and Plectosphaerella was the most abundant in the rhizoplane of diseased plants. There was little difference in the composition of the dominant bacteria at the phylum and genus levels between healthy plants and diseased plants, but the abundances of these dominant bacteria were different between healthy and diseased plants. Functional prediction showed that the bacterial community had the largest proportion of functional abundance belonging to metabolism. The functional abundances of the diseased plants, such as metabolism and genetic information processing, were lower than those of the healthy plants. The fungal community function prediction showed that the Animal Pathogen-Endophyte-Lichen Parasite-Plant Pathogen-Soil Saprotroph-Wood Saprotroph group had the largest functional abundance, and the corresponding fungi were Fusarium. In this study, we mainly discussed the differences in the soil microbial communities and their functions between the healthy and diseased L. barbarum cv. Ningqi-5, and predicted the functional composition of the microbial community, which is of great significance to understanding the root rot of L. barbarum.
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Cortese AM, Horton TR. Islands in the shade: scattered ectomycorrhizal trees influence soil inoculum and heterospecific seedling response in a northeastern secondary forest. MYCORRHIZA 2023; 33:33-44. [PMID: 36752845 PMCID: PMC9907180 DOI: 10.1007/s00572-023-01104-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/12/2022] [Accepted: 01/17/2023] [Indexed: 06/18/2023]
Abstract
The eastern deciduous forest is a mix of arbuscular (AM) and ectomycorrhizal (EM) trees, but land use legacies have increased the abundance of AM trees like Acer spp. (maple). Although these legacies have not changed the abundance of some EM trees like Betula spp. (birch), EM conifers like Tsuga canadensis (hemlock), and Pinus strobus (pine) have declined. We used a soil bioassay to investigate if the microbial community near EM birch (birch soil) contains a greater abundance and diversity of EM fungal propagules compatible with T. canadensis and P. strobus compared to the community associated with the surrounding AM-dominated secondary forest matrix (maple soil). We also tested the effectiveness of inoculation with soil from a nearby EM-dominated old-growth forest as a restoration tool to reintroduce EM fungi into secondary forest soils. Finally, we examined how seedling growth responded to EM fungi associated with each treatment. Seedlings grown with birch soil were colonized by EM fungi mostly absent from the surrounding maple forest. Hemlock seedlings grown with birch soil grew larger than hemlock seedlings grown with maple soil, but pine seedling growth did not differ with soil treatment. The addition of old-growth soil inoculum increased hemlock and pine growth in both soils. Our results found that EM trees are associated with beneficial EM fungi that are mostly absent from the surrounding AM-dominated secondary forest, but inoculation with old-growth soil is effective in promoting the growth of seedlings by reintroducing native EM fungi to the AM-dominated forests.
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Affiliation(s)
- Andrew M Cortese
- Department of Environmental Biology, State University of New York College of Environmental Science and Forestry, Syracuse, NY, USA.
| | - Thomas R Horton
- Department of Environmental Biology, State University of New York College of Environmental Science and Forestry, Syracuse, NY, USA
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Abstract
Microbial communities can be structured by both deterministic and stochastic processes, but the relative importance of these processes remains unknown. The ambiguity partly arises from an inability to disentangle soil microbial processes from confounding factors, such as aboveground plant communities or anthropogenic disturbance. In this study, we characterized the relative contributions of determinism and stochasticity to assembly processes of soil bacterial communities across a large environmental gradient of undisturbed Antarctic soils. We hypothesized that harsh soils would impose a strong environmental selection on microbial communities, whereas communities in benign soils would be structured largely by dispersal. Contrary to our expectations, dispersal was the dominant assembly mechanism across the entire soil environmental gradient, including benign environments. The microbial community composition reflects slowly changing soil conditions and dispersal limitation of isolated sites. Thus, stochastic processes, as opposed to deterministic, are primary drivers of soil ecosystem assembly across space at our study site. This is especially surprising given the strong environmental constraints on soil microorganisms in one of the harshest environments on the planet, suggesting that dispersal could be a driving force in microbial community assembly in soils worldwide. IMPORTANCE Because of their diversity and ubiquity, microbes provide an excellent means to tease apart how natural communities are structured. In general, ecologists believe that stochastic assembly processes, like random drift and dispersal, should dominate in benign environments while deterministic processes, like environmental filtering, should be prevalent in harsh environments. To help resolve this debate, we analyzed microbial community composition in pristine Antarctic soils devoid of human influence or plant communities for eons. Our results demonstrate that dispersal limitation is a surprisingly potent force of community limitation throughout all soil conditions. Thus, dispersal appears to be a driving force of microbial community assembly, even in the harshest of conditions.
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Li B, Liu X, Zhu D, Su H, Guo K, Sun G, Li X, Sun L. Crop diversity promotes the recovery of fungal communities in saline-alkali areas of the Western Songnen Plain. Front Microbiol 2023; 14:1091117. [PMID: 36819047 PMCID: PMC9930164 DOI: 10.3389/fmicb.2023.1091117] [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: 11/06/2022] [Accepted: 01/05/2023] [Indexed: 02/04/2023] Open
Abstract
Introduction Phytoremediation is an effective strategy for saline land restoration. In the Western Songnen Plain, northeast China, soil fungal community recovery for saline phytoremediation has not been well documented among different cropping patterns. In this study, we tested how rotation, mixture, and monoculture cropping patterns impact fungal communities in saline-alkali soils to assess the variability between cropping patterns. Methods The fungal communities of the soils of the different cropping types were determined using Illumina Miseq sequencing. Results Mixture and rotation promoted an increase in operational taxonomic unit (OTU) richness, and OTU richness in the mixture system decreased with increasing soil depth. A principal coordinate analysis (PCoA) showed that cropping patterns and soil depths influenced the structure of fungal communities, which may be due to the impact of soil chemistry. This was reflected by soil total nitrogen (TN) and electrical conductivity (EC) being the key factors driving OTU richness, while soil available potassium (AK) and total phosphorus (TP) were significantly correlated with the relative abundance of fungal dominant genus. The relative abundance of Leptosphaerulina, Alternaria, Myrothecium, Gibberella, and Tetracladium varied significantly between cropping patterns, and Leptosphaerulina was significantly associated with soil chemistry. Soil depth caused significant differences in the relative abundance of Fusarium in rotation and mixture soils, with Fusarium more commonly active at 0-15 cm deep soil. Null-model analysis revealed that the fungal community assembly of the mixture soils in 0-15 cm deep soil was dominated by deterministic processes, unlike the other two cropping patterns. Furthermore, fungal symbiotic networks were more complex in rotation and mixture than in monoculture soils, reflected in more nodes, more module hubs, and connectors. The fungal networks in rotation and mixture soils were more stable than in monoculture soils, and mixture networks were obviously more connected than rotations. FUNGuild showed that the relative proportion of saprotroph in rotation and mixture was significantly higher than that in monocultures. The highest proportion of pathotroph and symbiotroph was exhibited in rotation and mixture soils, respectively. Discussion Overall, mixture is superior to crop rotation and monocultures in restoring fungal communities of the saline-alkali soils of the Western Songnen Plain, northeast China.
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Affiliation(s)
- Bin Li
- College of Resources and Environment, Northeast Agricultural University, Harbin, China
| | - Xiaoqian Liu
- College of Resources and Environment, Northeast Agricultural University, Harbin, China
| | - Dan Zhu
- College of Resources and Environment, Northeast Agricultural University, Harbin, China
| | - Heng Su
- College of Resources and Environment, Northeast Agricultural University, Harbin, China
| | - Kaiwen Guo
- College of Resources and Environment, Northeast Agricultural University, Harbin, China
| | - Guangyu Sun
- College of Life Science, Northeast Forestry University, Harbin, China
| | - Xin Li
- College of Resources and Environment, Northeast Agricultural University, Harbin, China,School of Forestry, Northeast Forestry University, Harbin, China,*Correspondence: Xin Li, ✉
| | - Lei Sun
- College of Resources and Environment, Northeast Agricultural University, Harbin, China,Lei Sun, ✉
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Martín-Pinto P, Fernández C, Santos M, Fontúrbel T, Oria-de-Rueda JA, Vázquez-Veloso A, Stadler T, Mediavilla O, Sanz-Benito I. Unaltered fungal community after fire prevention treatments over widespread Mediterranean rockroses (Halimium lasianthum). Sci Rep 2023; 13:608. [PMID: 36635464 PMCID: PMC9837117 DOI: 10.1038/s41598-023-27945-1] [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: 06/20/2022] [Accepted: 01/10/2023] [Indexed: 01/14/2023] Open
Abstract
Mediterranean ecosystems are frequently invaded by pyrophytic scrubs such as Halimium lasianthum that colonize areas traditionally used by livestock. A diverse fungal community is associated with this kind of vegetation, playing an important ecological role in these ecosystems. However, uncontrolled expansion of these shrubs considerably increases the risk of wildfires in these stands and, hence, fire-prevention treatments are needed. To investigate the long-term effects of two different forest-fire-prevention treatments on the soil fungal community, we analyzed these communities 9 years after prescribed burning or mechanical shredding were carried out in scrubland dominated by H. lasianthum. Neither of the fire-prevention treatments had a negative long-term effect on the abundance or richness of ectomycorrhizal fungi. However, saprotrophs and lichenized fungi experienced negative effects. Soil fertility significantly affected the distribution of fungi according to their functional groups, and pH was the most influential variable in terms of the distribution of edible species. Our findings indicate that forest management practices to prevent forest fires does not negatively affect the fungal community in the long-term, but for lichens and decomposers. Moreover, prescribed burning is suggested as a more economical way of reducing the risk of wildfires without affecting the ecology of the fungal community.
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Affiliation(s)
- Pablo Martín-Pinto
- Sustainable Forest Management Research Institute UVa-INIA, Avenida Madrid, S/N, 34004, Palencia, Spain. .,Department of Vegetal Production and Natural Resources, University of Valladolid, Avenida Madrid, S/N, 34004, Palencia, Spain.
| | - Cristina Fernández
- Centro de Investigación Forestal-Lourizán, Xunta de Galicia, P.O. Box. 127, 36080 Pontevedra, Spain
| | - María Santos
- Sustainable Forest Management Research Institute UVa-INIA, Avenida Madrid, S/N, 34004 Palencia, Spain
| | - Teresa Fontúrbel
- Centro de Investigación Forestal-Lourizán, Xunta de Galicia, P.O. Box. 127, 36080 Pontevedra, Spain
| | - Juan Andrés Oria-de-Rueda
- Sustainable Forest Management Research Institute UVa-INIA, Avenida Madrid, S/N, 34004 Palencia, Spain
| | - Aitor Vázquez-Veloso
- Sustainable Forest Management Research Institute UVa-INIA, Avenida Madrid, S/N, 34004 Palencia, Spain
| | - Tim Stadler
- University for Sustainable Development Eberswalde, Schickler Street 5, 16225 Eberswalde, Germany
| | - Olaya Mediavilla
- Sustainable Forest Management Research Institute UVa-INIA, Avenida Madrid, S/N, 34004 Palencia, Spain
| | - Ignacio Sanz-Benito
- Sustainable Forest Management Research Institute UVa-INIA, Avenida Madrid, S/N, 34004 Palencia, Spain
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Barbour KM, Barrón-Sandoval A, Walters KE, Martiny JBH. Towards quantifying microbial dispersal in the environment. Environ Microbiol 2023; 25:137-142. [PMID: 36308707 PMCID: PMC10100412 DOI: 10.1111/1462-2920.16270] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2022] [Accepted: 10/28/2022] [Indexed: 01/21/2023]
Affiliation(s)
- Kristin M Barbour
- Department of Ecology and Evolutionary Biology, University of California-Irvine, Irvine, California, USA
| | - Alberto Barrón-Sandoval
- Department of Ecology and Evolutionary Biology, University of California-Irvine, Irvine, California, USA
| | | | - Jennifer B H Martiny
- Department of Ecology and Evolutionary Biology, University of California-Irvine, Irvine, California, USA
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22
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Factors in the Distribution of Mycorrhizal and Soil Fungi. DIVERSITY 2022. [DOI: 10.3390/d14121122] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
Soil fungi are crucial microorganisms in the functioning of ecosystems. They shape the soil properties, facilitate nutrient circulation, and assist with plant growth. However, their biogeography and distribution studies are limited compared to other groups of organisms. This review aims to provide an overview of the main factors shaping the spatial distribution of soil fungi (with a special focus on mycorrhizal fungi). The review also tries to identify the field frontier where further studies are needed. The main drivers of soil fungal distribution were classified and reviewed into three groups: soil properties, plant interactions, and dispersal vectors. It was apparent that ectomycorrhizal and arbuscular fungi are relatively overrepresented in the body of research, while the other mycorrhiza types and endophytes were grossly omitted. Notwithstanding, soil pH and the share of ectomycorrhizal plants in the plant coverage were repeatedly reported as strong predictors of mycorrhizal fungal distribution. Dispersal potential and vector preferences show more variation among fungi, especially when considering long-distance dispersal. Additionally, special attention was given to the applications of the island biogeography theory to soil fungal assemblages. This theory proves to be a very efficient framework for analyzing and understanding not only the soil fungal communities of real islands but even more effective islands, i.e., isolated habitats, such as patches of trees discontinuous from more enormous forests.
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23
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Iven H, Walker TWN, Anthony M. Biotic Interactions in Soil are Underestimated Drivers of Microbial Carbon Use Efficiency. Curr Microbiol 2022; 80:13. [PMID: 36459292 PMCID: PMC9718865 DOI: 10.1007/s00284-022-02979-2] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2021] [Accepted: 04/05/2022] [Indexed: 12/05/2022]
Abstract
Microbial carbon use efficiency (CUE)-the balance between microbial growth and respiration-strongly impacts microbial mediated soil carbon storage and is sensitive to many well-studied abiotic environmental factors. However, surprisingly, little work has examined how biotic interactions in soil may impact CUE. Here, we review the theoretical and empirical lines of evidence exploring how biotic interactions affect CUE through the lens of life history strategies. Fundamentally, the CUE of a microbial population is constrained by population density and carrying capacity, which, when reached, causes species to grow more quickly and less efficiently. When microbes engage in interspecific competition, they accelerate growth rates to acquire limited resources and release secondary chemicals toxic to competitors. Such processes are not anabolic and thus constrain CUE. In turn, antagonists may activate one of a number of stress responses that also do not involve biomass production, potentially further reducing CUE. In contrast, facilitation can increase CUE by expanding species realized niches, mitigating environmental stress and reducing production costs of extracellular enzymes. Microbial interactions at higher trophic levels also influence CUE. For instance, predation on microbes can positively or negatively impact CUE by changing microbial density and the outcomes of interspecific competition. Finally, we discuss how plants select for more or less efficient microbes under different contexts. In short, this review demonstrates the potential for biotic interactions to be a strong regulator of microbial CUE and additionally provides a blueprint for future research to address key knowledge gaps of ecological and applied importance for carbon sequestration.
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Affiliation(s)
- Hélène Iven
- Department of Environmental Systems Science, Institute of Agricultural Sciences, ETH Zurich, 8006, Zurich, Switzerland.
| | - Tom W N Walker
- Institute of Biology, University of Neuchâtel, 2000, Neuchâtel, Switzerland
- Department of Environmental Systems Science, Institute of Integrative Biology, ETH Zürich, 8006, Zurich, Switzerland
| | - Mark Anthony
- Department of Environmental Systems Science, Institute of Integrative Biology, ETH Zürich, 8006, Zurich, Switzerland
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Droz AG, Coffman RR, Eagar AC, Blackwood CB. Drivers of fungal diversity and community biogeography differ between green roofs and adjacent ground-level green space. Environ Microbiol 2022; 24:5809-5824. [PMID: 36054483 PMCID: PMC10087955 DOI: 10.1111/1462-2920.16190] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2022] [Accepted: 08/29/2022] [Indexed: 01/12/2023]
Abstract
Green roof soils are usually engineered for purposes other than urban biodiversity, which may impact their fungal communities, and in turn impact the health of plants in the urban ecosystem. We examined the drivers of fungal diversity and community composition in soil of green roofs and adjacent ground-level green spaces in three Midwestern USA cities-Chicago, Cleveland, and Minneapolis. Overall, fungal communities on green roofs were more diverse than ground-level green spaces and were correlated with plant cover (positively) and roof age (negatively) rather than abiotic soil properties. Fungal community composition was distinct between roof and ground environments, among cities, and between sampling sites, but green roofs and their immediately surrounding ground-level green space showed some similarity. This suggests dispersal limitation may result in geographic structuring at large spatial scales, but dispersal between roofs and their neighbouring sites may be occurring. Different fungal taxonomic and functional groups were better explained when roofs were classified either by depth (extensive or intensive) or functional intent of the roof design (i.e. stormwater/energy, biodiversity, or aesthetics/recreation). Our results demonstrate that green roofs are an important reservoir of fungal diversity in the urban landscape, which should be considered in future green roof design.
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Affiliation(s)
- Anna G Droz
- Department of Biological Sciences, Kent State University, Kent, Ohio, USA
| | - Reid R Coffman
- College of Architecture and Environmental Design, Kent State University, Kent, Ohio, USA
| | - Andrew C Eagar
- Department of Biological Sciences, Kent State University, Kent, Ohio, USA
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25
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Karlsen-Ayala E, Smith ME, Askey BC, Gazis R. Native ectomycorrhizal fungi from the endangered pine rocklands are superior symbionts to commercial inoculum for slash pine seedlings. MYCORRHIZA 2022; 32:465-480. [PMID: 36210381 DOI: 10.1007/s00572-022-01092-3] [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: 05/05/2022] [Accepted: 09/23/2022] [Indexed: 06/16/2023]
Abstract
The south Florida pine rocklands is a critically endangered, fire-dependent ecosystem dominated by the overstory tree Pinus densa (South Florida slash pine). Because pine recruitment in this ecosystem has proven problematic, restoration efforts need to include replanting slash pine trees. Even though ectomycorrhizal fungi are known to be critical symbionts of young pines and are necessary for the development of healthy pines, virtually nothing is known about these mutualists and their role in pine establishment and survival in the pine rocklands. One approach to improve pine establishment is to grow seedlings in a nursery before outplanting, facilitating early associations with ectomycorrhizae, and therefore improving seedling health. In this study, we compared health metrics (height, stem diameter, final needle length, root length, root colonization, needle greenness, root volume, and root:shoot ratio) of seedlings grown in soil amended with five commercially available mycorrhizal inocula versus field soil collected from three pine rockland fragments. Seedlings grown with native field soil from the pine rocklands generally performed better than those grown with commercial inoculum in all metrics except root length. According to their labels, each commercial inoculum contained between 4 and 10 ectomycorrhizal fungi species. However, no ectomycorrhizal fungi were recovered from two of the inoculum products and only three ectomycorrhizal fungi in total were recovered from the other three products. In contrast, seedlings grown with field soil are associated with ten ectomycorrhizal species. Our results highlight the importance of incorporating native ectomycorrhizal fungi into pine seedling replanting as part of restoration efforts in the pine rocklands.
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Affiliation(s)
- Elena Karlsen-Ayala
- Department of Plant Pathology, Tropical Research and Education Center, University of Florida, Homestead, FL, 33031, USA.
- Department of Plant Pathology, University of Florida, Gainesville, FL, 32608, USA.
- Department of Soil and Water Sciences, Southwest Research and Education Center, University of Florida, Immokalee, FL, 34142, USA.
| | - Matthew E Smith
- Department of Plant Pathology, University of Florida, Gainesville, FL, 32608, USA
| | - Bryce C Askey
- Plant Biology Section, School of Integrative Plant Science, Cornell University, Ithaca, NY, 14853, USA
| | - Romina Gazis
- Department of Plant Pathology, Tropical Research and Education Center, University of Florida, Homestead, FL, 33031, USA
- Department of Plant Pathology, University of Florida, Gainesville, FL, 32608, USA
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26
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Woyzichovski J, Shchepin ON, Schnittler M. High Environmentally Induced Plasticity in Spore Size and Numbers of Nuclei per Spore in Physarum albescens (Myxomycetes). Protist 2022; 173:125904. [PMID: 36037769 DOI: 10.1016/j.protis.2022.125904] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2022] [Revised: 06/23/2022] [Accepted: 07/28/2022] [Indexed: 12/30/2022]
Abstract
Spore size enables dispersal in plasmodial slime molds (Myxomycetes) and is an important taxonomic character. We recorded size and the number of nuclei per spore for 39 specimens (colonies of 50-1000 sporocarps) of the nivicolous myxomycete Physarum albescens, a morphologically defined taxon with several biological species. For each colony, three sporocarps were analyzed from the same spore mount under brightfield and DAPI-fluorescence, recording ca. 14,000 spores per item. Diagrams for spore size distribution showed narrow peaks of mostly uninucleate spores. Size was highly variable within morphospecies (10.6-13.5 µm, 11-13%), biospecies (3-13%), even within spatially separated colonies of one clone (ca. 8%); but fairly constant for a colony (mean variation 0.4 µm, ca. 1.5%). ANOVA explains most of this variation by the factor locality (within all colonies: 32.7%; within a region: 21.4%), less by biospecies (13.5%), whereas the contribution of intra-colony variation was negligible (<0.1%). Two rare aberrations occur: 1) multinucleate spores and 2) oversized spores with a double or triple volume of normal spores. Both are not related to each other or limited to certain biospecies. Spore size shows high phenotypic plasticity, but the low variation within a colony points to a strong genetic background.
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Affiliation(s)
- Jan Woyzichovski
- Institute of Botany and Landscape Ecology, Greifswald University, Soldmannstr. 15, 17487 Greifswald, Germany.
| | - Oleg N Shchepin
- Institute of Botany and Landscape Ecology, Greifswald University, Soldmannstr. 15, 17487 Greifswald, Germany; Komarov Botanical Institute of the Russian Academy of Sciences, Laboratory of Systematics and Geography of Fungi, Prof. Popov Street 2, 197376 St. Petersburg, Russia
| | - Martin Schnittler
- Institute of Botany and Landscape Ecology, Greifswald University, Soldmannstr. 15, 17487 Greifswald, Germany
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27
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Hénault A, Heim A, Brisson J, Dagenais D, De Bellis T, Chagnon PL. Stressful, isolated, yet diverse: Green roofs have rich microbiomes that are not dominated by oligotrophic taxa. ENVIRONMENTAL MICROBIOLOGY REPORTS 2022; 14:766-774. [PMID: 36055635 DOI: 10.1111/1758-2229.13120] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/24/2021] [Accepted: 08/19/2022] [Indexed: 06/15/2023]
Abstract
Green roofs are unique ecosystems combining two major community assembly filters, namely stress and spatial isolation. As such, they represent an interesting model ecosystem in community ecology. In this study, we characterized the microbiome structure on 19 green roofs and 5 urban parks as a benchmark comparison (i.e. non-isolated, non-stressful habitats). Green roofs were not species depauperate, showing similar α-diversity compared to surrounding parks. We also did not find an overrepresentation of bacterial phyla typically recognized as oligotrophs, which calls into question the notion of green roofs as highly stressful habitats for bacteria, and/or the conservatism of nutritional ecophysiology at the phylum level. The geographical position of a roof, or its degree of spatial isolation (assessed through its height and area) were not important predictors of microbiome diversity and structure, suggesting that dispersal limitations impose little constraints on green roof microbiome assembly. Finally, key microbial groups (e.g. archaeal nitrifiers, Actinobacteria) were much less frequent and/or abundant on green roofs, which may have important implications for nutrient cycling and urban biogeochemistry. More work will be required to phenotype the microorganisms overrepresented on green roofs and specifically measure key soil processes in these unique urban ecosystems.
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Affiliation(s)
- Antoine Hénault
- Université de Montréal, Faculté des Arts et Sciences, Département des Sciences Biologiques, Montréal, Québec, Canada
| | - Amy Heim
- Université de Montréal, Faculté des Arts et Sciences, Département des Sciences Biologiques, Montréal, Québec, Canada
| | - Jacques Brisson
- Université de Montréal, Faculté des Arts et Sciences, Département des Sciences Biologiques, Montréal, Québec, Canada
| | - Danielle Dagenais
- Université de Montréal, Faculté d'Aménagement, Montréal, Québec, Canada
| | | | - Pierre-Luc Chagnon
- Université de Montréal, Faculté des Arts et Sciences, Département des Sciences Biologiques, Montréal, Québec, Canada
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28
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Keeler AM, Rafferty NE. Legume germination is delayed in dry soils and in sterile soils devoid of microbial mutualists: Species-specific implications for upward range expansions. Ecol Evol 2022; 12:e9186. [PMID: 36016820 PMCID: PMC9398887 DOI: 10.1002/ece3.9186] [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: 04/01/2022] [Revised: 06/27/2022] [Accepted: 07/15/2022] [Indexed: 11/14/2022] Open
Abstract
Climate change is affecting species and their mutualists and can lead to the weakening or loss of important interspecific interactions. Through independent shifts in partner phenology and distribution, climatic stress can separate mutualists temporally or spatially, leading to alterations in partner functional traits and fitness. Here, we explored the effects of the loss of microbial mutualists on legume germination success and phenology. In particular, we assessed the effects of mutualism loss via soil sterilization, increased drought, and introduction to novel soils found beyond the current distributions of two focal legume species in subalpine environments. Through common garden experiments in controlled environments, we found evidence that soil sterilization (and consequent microbial absence) and dry soils caused species‐specific phenological delays of 2–5 weeks in germination, likely as a result of interaction loss between legumes and specialized germination‐promoting soil microbes, such as mutualistic rhizobia. Delays in germination caused by a mismatch between legumes and beneficial microbes could negatively affect legume fitness through increased plant–plant competition later in the season. Additionally, we found evidence of the presence of beneficial microbes beyond the current elevational range of one of our focal legumes, which may allow for expansion of the leading edge, although harsh abiotic factors in the alpine may hinder this. Alterations in the strength of soil microbe‐legume mutualisms may lead to reduced fitness and altered demography for both soil microbes and legumes.
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Affiliation(s)
- Andrea M Keeler
- Department of Evolution, Ecology, and Organismal Biology University of California, Riverside Riverside California USA.,Rocky Mountain Biological Laboratory Crested Butte Colorado USA
| | - Nicole E Rafferty
- Department of Evolution, Ecology, and Organismal Biology University of California, Riverside Riverside California USA.,Rocky Mountain Biological Laboratory Crested Butte Colorado USA
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Whitaker BK, Giauque H, Timmerman C, Birk N, Hawkes CV. Local Plants, Not Soils, Are the Primary Source of Foliar Fungal Community Assembly in a C4 Grass. MICROBIAL ECOLOGY 2022; 84:122-130. [PMID: 34405252 DOI: 10.1007/s00248-021-01836-2] [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: 02/25/2021] [Accepted: 07/30/2021] [Indexed: 06/13/2023]
Abstract
Microbial communities, like their macro-organismal counterparts, assemble from multiple source populations and by processes acting at multiple spatial scales. However, the relative importance of different sources to the plant microbiome and the spatial scale at which assembly occurs remains debated. In this study, we analyzed how source contributions to the foliar fungal microbiome of a C4 grass differed between locally abundant plants and soils across an abiotic gradient at different spatial scales. Specifically, we used source-sink analysis to assess the likelihood that fungi in leaves from Panicum hallii came from three putative sources: two plant functional groups (C4 grasses and dicots) and soil. We expected that physiologically similar C4 grasses would be more important sources to P. hallii than dicots. We tested this at ten sites in central Texas spanning a steep precipitation gradient. We also examined source contributions at three spatial scales: individual sites (local), local plus adjacent sites (regional), or all sites (gradient-wide). We found that plants were substantially more important sources than soils, but contributions from the two plant functional groups were similar. Plant contributions overall declined and unexplained variation increased as mean annual precipitation increased. This source-sink analysis, combined with partitioning of beta-diversity into nestedness and turnover components, indicated high dispersal limitation and/or strong environmental filtering. Overall, our results suggest that the source-sink dynamics of foliar fungi are primarily local, that foliar fungi spread from plant-to-plant, and that the abiotic environment may affect fungal community sourcing both directly and via changes to host plant communities.
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Affiliation(s)
- Briana K Whitaker
- Department of Plant and Microbial Biology, North Carolina State University, 112 Derieux Place, Raleigh, NC, 27607, USA
- USDA, Agricultural Research Service, National Center for Agricultural Utilization Research, Mycotoxin Prevention & Applied Microbiology Unit, 1815 N University St, Peoria, IL, 61604, USA
| | - Hannah Giauque
- Department of Integrative Biology, University of Texas Austin, Austin, TX, USA
| | - Corey Timmerman
- Department of Integrative Biology, University of Texas Austin, Austin, TX, USA
| | - Nicolas Birk
- Department of Integrative Biology, University of Texas Austin, Austin, TX, USA
| | - Christine V Hawkes
- Department of Plant and Microbial Biology, North Carolina State University, 112 Derieux Place, Raleigh, NC, 27607, USA.
- Department of Integrative Biology, University of Texas Austin, Austin, TX, USA.
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30
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Metabolic Diversity of Xylariaceous Fungi Associated with Leaf Litter Decomposition. J Fungi (Basel) 2022; 8:jof8070701. [PMID: 35887457 PMCID: PMC9324366 DOI: 10.3390/jof8070701] [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: 05/29/2022] [Revised: 06/20/2022] [Accepted: 06/28/2022] [Indexed: 11/23/2022] Open
Abstract
Fungi in the family Xylariaceae are primary agents of leaf litter decomposition. However, the diversity of carbon source utilization by xylariaceous fungi and the relative effects on this from environmental and phylogenetic factors are largely unknown. This study assessed the metabolic diversity and redundancy of xylariaceous fungi, associated with leaf litter decomposition, by measuring their in vitro capacity to utilize multiple carbon sources. The work identified the relative influences of geographic and climatic sources, as well as the taxonomic and phylogenetic relatedness, of the fungi. Using Biolog EcoPlateTM, 43 isolates belonging to Nemania, Xylaria, Nodulisporium, Astrocystis, and Hypoxylon, isolated from Castanopsis sieboldii leaf litter at eight sites in Japan, were found to have the capacity to utilize a variety of carbohydrates, amino acids/amines, carboxylic acids, and polymers. The genera of xylariaceous fungi and their origins significantly affected their metabolic diversity and utilization of carbon sources. Variation partitioning demonstrated that dissimilarities in carbon utilization among fungal isolates were mostly attributable to site differences, especially climatic factors: mean annual temperature and precipitation, and maximum snow depth. Moreover, xylariaceous isolates that originated from adjacent sites tended to have similar patterns of carbon source utilization, suggesting metabolic acclimation to local environmental conditions.
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31
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King WL, Kaminsky LM, Richards SC, Bradley BA, Kaye JP, Bell TH. Farm-scale differentiation of active microbial colonizers. ISME COMMUNICATIONS 2022; 2:39. [PMID: 37938671 PMCID: PMC9723676 DOI: 10.1038/s43705-022-00120-9] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/10/2021] [Revised: 03/22/2022] [Accepted: 03/22/2022] [Indexed: 06/17/2023]
Abstract
Microbial movement is important for replenishing lost soil microbial biodiversity and driving plant root colonization, particularly in managed agricultural soils, where microbial diversity and composition can be disrupted. Despite abundant survey-type microbiome data in soils, which are obscured by legacy DNA and microbial dormancy, we do not know how active microbial pools are shaped by local soil properties, agricultural management, and at differing spatial scales. To determine how active microbial colonizers are shaped by spatial scale and environmental conditions, we deployed microbial traps (i.e. sterile soil enclosed by small pore membranes) containing two distinct soil types (forest; agricultural), in three neighboring locations, assessing colonization through 16S rRNA gene and fungal ITS amplicon sequencing. Location had a greater impact on fungal colonizers (R2 = 0.31 vs. 0.26), while the soil type within the microbial traps influenced bacterial colonizers more (R2 = 0.09 vs. 0.02). Bacterial colonizers showed greater colonization consistency (within-group similarity) among replicate communities. Relative to bacterial colonizers, fungal colonizers shared a greater compositional overlap to sequences from the surrounding local bulk soil (R2 = 0.08 vs. 0.29), suggesting that these groups respond to distinct environmental constraints and that their in-field management may differ. Understanding how environmental constraints and spatial scales impact microbial recolonization dynamics and community assembly are essential for identifying how soil management can be used to shape agricultural microbiomes.
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Affiliation(s)
- William L King
- Department of Plant Pathology and Environmental Microbiology, The Pennsylvania State University, University Park, PA, 16802, USA
| | - Laura M Kaminsky
- Department of Plant Pathology and Environmental Microbiology, The Pennsylvania State University, University Park, PA, 16802, USA
| | - Sarah C Richards
- Department of Plant Pathology and Environmental Microbiology, The Pennsylvania State University, University Park, PA, 16802, USA
- Intercollege Graduate Degree Program in Ecology, The Pennsylvania State University, University Park, PA, 16802, USA
- Intercollege Graduate Degree Program in International Agriculture and Development, The Pennsylvania State University, University Park, PA, 16802, USA
| | - Brosi A Bradley
- Department of Ecosystem Science and Management, The Pennsylvania State University, University Park, PA, 16802, USA
| | - Jason P Kaye
- Intercollege Graduate Degree Program in Ecology, The Pennsylvania State University, University Park, PA, 16802, USA
- Department of Ecosystem Science and Management, The Pennsylvania State University, University Park, PA, 16802, USA
| | - Terrence H Bell
- Department of Plant Pathology and Environmental Microbiology, The Pennsylvania State University, University Park, PA, 16802, USA.
- Intercollege Graduate Degree Program in Ecology, The Pennsylvania State University, University Park, PA, 16802, USA.
- Intercollege Graduate Degree Program in International Agriculture and Development, The Pennsylvania State University, University Park, PA, 16802, USA.
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32
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Choudoir MJ, DeAngelis KM. A framework for integrating microbial dispersal modes into soil ecosystem ecology. iScience 2022; 25:103887. [PMID: 35243247 PMCID: PMC8866892 DOI: 10.1016/j.isci.2022.103887] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022] Open
Abstract
Dispersal is a fundamental community assembly process that maintains soil microbial biodiversity across spatial and temporal scales, yet the impact of dispersal on ecosystem function is largely unpredictable. Dispersal is unique in that it contributes to both ecological and evolutionary processes and is shaped by both deterministic and stochastic forces. The ecosystem-level ramifications of dispersal outcomes are further compounded by microbial dormancy dynamics and environmental selection. Here we review the knowledge gaps and challenges that remain in defining how dispersal, environmental filtering, and microbial dormancy interact to influence the relationship between microbial community structure and function in soils. We propose the classification of microbial dispersal into three categories, through vegetative or active cells, through dormant cells, and through acellular dispersal, each with unique spatiotemporal dynamics and microbial trait associations. This conceptual framework should improve the integration of dispersal in defining soil microbial community structure-function relationships.
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33
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Wang X, Han Q. A Closer Examination of the 'Abundant-Center' for Ectomycorrhizal Fungal Community Associated With Picea crassifolia in China. FRONTIERS IN PLANT SCIENCE 2022; 13:759801. [PMID: 35283884 PMCID: PMC8908202 DOI: 10.3389/fpls.2022.759801] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/17/2021] [Accepted: 01/27/2022] [Indexed: 06/14/2023]
Abstract
A long-standing hypothesis in biogeography predicts that a species' abundance is highest at the center of its geographical range and decreases toward its edges. In this study, we test the abundant-center hypothesis of ectomycorrhizal (ECM) fungal communities associated with Picea crassifolia, an endemic species widely distributed in northwest China. We analyzed the taxonomic richness and the relative abundance of ECM fungi in four main distribution areas, from center to edges. In total, 234 species of ECM fungi were detected, and of these, 137 species were shared among all four sites. Inocybe, Sebacina, Tomentella, and Cortinarius were the dominant genera. ECM fungal richness and biodiversity were highest at the central and lower at peripheral sites. Our results indicated that ECM fungal species richness was consistent with the abundant-center hypothesis, while the relative abundances of individual fungal genera shifted inconsistently across the plant's range.
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Affiliation(s)
- Xiaobing Wang
- School of Civil Engineering and Architecture, Xinxiang University, Xinxiang, China
| | - Qisheng Han
- Farmland Irrigation Research Institute, Chinese Academy of Agricultural Sciences, Xinxiang, China
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34
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Policelli N, Horton TR, Kitzberger T, Nuñez MA. Invasive ectomycorrhizal fungi can disperse in the absence of their known vectors. FUNGAL ECOL 2022. [DOI: 10.1016/j.funeco.2021.101124] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/18/2023]
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35
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Cook K, Sharma J, Taylor AD, Herriott IC, Taylor DL. Epiphytic fungal communities vary by substrate type and at sub-meter spatial scales. Mol Ecol 2022; 31:1879-1891. [PMID: 35060231 DOI: 10.1111/mec.16358] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2020] [Revised: 12/17/2021] [Accepted: 01/07/2022] [Indexed: 11/30/2022]
Abstract
Fungal species have numerous important environmental functions. Where these functions occur will depend on how fungi are spatially distributed, but spatial structures of fungal communities are largely unknown, especially in understudied hyperdiverse tropical tree canopy systems. We explore fungal communities in a Costa Rican tropical rainforest canopy, with a focus on local-scale spatial structure and substrate specificity of fungi. Samples of ~1 cm3 were collected from 135 points along 5 adjacent tree branches, with inter-sample distances from 1 to 800 cm, and dissected into four substrates: outer host tree bark, inner bark, dead bryophytes, and living bryophytes. We sequenced the ITS2 region to characterize total fungal communities. Fungal community composition and diversity varied among substrate types, even when multiple substrates were in direct contact. Fungi were most diverse in living bryophytes, with 39% of all OTUs found exclusively in this substrate, and the least diverse in inner bark. Fungal communities had significant positive spatial autocorrelation and distance decay of similarity only at distances less than one meter. Similarity among samples declines by half in less than ten cm, and even at these short distances, similarities are low with few OTUs shared among samples. These results indicate that community turnover is high and occurs at very small spatial scales, with any two locations sharing very few fungi in common. High heterogeneity of fungal communities in space and among substrates may have implications for the distributions, population dynamics, and diversity of other tree canopy organisms, including epiphytic plants.
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Affiliation(s)
- Kel Cook
- Department of Biology, University of New Mexico, Castetter Hall 1480, MSC03-2020, 219 Yale Blvd NE, Albuquerque, NM, 87131-0001, USA
| | - Jyotsna Sharma
- Department of Plant and Soil Science, Texas Tech University, Bayer Plant Science Building, Room 219, 2911 15th Street, Mail Stop 2122, Lubbock, TX, 79409-2122, USA
| | - Andrew D Taylor
- Department of Biology, University of Hawai'i at Manoa, 2538 McCarthy Mall, Edmondson Hall 216, Honolulu, HI, 96822, USA
| | - Ian Charold Herriott
- Institute of Arctic Biology, University of Alaska, 311 Irving I Building, Fairbanks, AK, 99775, USA
| | - D Lee Taylor
- Department of Biology, University of New Mexico, Castetter Hall 1480, MSC03-2020, 219 Yale Blvd NE, Albuquerque, NM, 87131-0001, USA
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36
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Liu Q, Lai Z, Wang C, Ni J, Gao Y. Seasonal variation significantly affected bacterioplankton and eukaryoplankton community composition in Xijiang River, China. ENVIRONMENTAL MONITORING AND ASSESSMENT 2022; 194:55. [PMID: 34988711 DOI: 10.1007/s10661-021-09712-9] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/20/2021] [Accepted: 12/23/2021] [Indexed: 06/14/2023]
Abstract
Both bacterioplankton and eukaryoplankton communities play important roles in the geochemical cycles and energy flows of river ecosystems. However, whether a seasonal change in bacterioplankton and eukaryoplankton communities is synchronous remains unclear. To test the synchronicity and analyze how physical and chemical environmental factors affect these communities, we compared bacterioplankton and eukaryoplankton communities in surface water samples between March (dry season) and June (rainfall season) considering water environmental factors. Our results showed that there was no significant difference in operational taxonomic unit number, Shannon index, and Chao1 index in bacterioplankton and eukaryoplankton communities between March and June. However, principal component analysis showed that the communities were significantly different between the sampling times and sampling sites. Water temperature (WT), oxidation-reduction potential (ORP), water transparency (SD), NO3-N, and NH3 significantly influenced bacterioplankton communities, and WT, SD, ORP, and NH4-N significantly influenced eukaryoplankton communities in the river. These results implied that compared with the sampling sites, sampling times more significantly affected the bacterioplankton and eukaryoplankton river communities by influencing WT, ORP, SD, and nitrogen forms.
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Affiliation(s)
- Qianfu Liu
- Pearl River Fisheries Research Institute, Chinese Academy of Fishery Sciences, Guangzhou, 510380, China
- Guangzhou Scientific Observing and Experimental Station of National Fisheries Resources and Environment, Guangzhou, 510380, China
- Fishery Ecological Environment Monitoring Center of Pearl River Basin, Ministry of Agriculture and Rural Affairs, Guangzhou, 510380, China
- Guangdong Provincial Key Laboratory of Aquatic Animal Immune Technology, Guangzhou, 510380, China
| | - Zini Lai
- Pearl River Fisheries Research Institute, Chinese Academy of Fishery Sciences, Guangzhou, 510380, China
- Guangzhou Scientific Observing and Experimental Station of National Fisheries Resources and Environment, Guangzhou, 510380, China
- Fishery Ecological Environment Monitoring Center of Pearl River Basin, Ministry of Agriculture and Rural Affairs, Guangzhou, 510380, China
- Guangdong Provincial Key Laboratory of Aquatic Animal Immune Technology, Guangzhou, 510380, China
| | - Chao Wang
- Pearl River Fisheries Research Institute, Chinese Academy of Fishery Sciences, Guangzhou, 510380, China
- Guangzhou Scientific Observing and Experimental Station of National Fisheries Resources and Environment, Guangzhou, 510380, China
- Fishery Ecological Environment Monitoring Center of Pearl River Basin, Ministry of Agriculture and Rural Affairs, Guangzhou, 510380, China
- Guangdong Provincial Key Laboratory of Aquatic Animal Immune Technology, Guangzhou, 510380, China
| | - Jiajia Ni
- Research and Development Center, Guangdong Meilikang Bio-Science Ltd, Dongguan, 523808, China
- Dongguan Key Laboratory of Medical Bioactive Molecular Developmental and Translational Research, Guangdong Medical University, Dongguan, 523808, China
| | - Yuan Gao
- Pearl River Fisheries Research Institute, Chinese Academy of Fishery Sciences, Guangzhou, 510380, China.
- Guangzhou Scientific Observing and Experimental Station of National Fisheries Resources and Environment, Guangzhou, 510380, China.
- Fishery Ecological Environment Monitoring Center of Pearl River Basin, Ministry of Agriculture and Rural Affairs, Guangzhou, 510380, China.
- Guangdong Provincial Key Laboratory of Aquatic Animal Immune Technology, Guangzhou, 510380, China.
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37
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Hupperts SF, Lilleskov EA. Predictors of taxonomic and functional composition of black spruce seedling ectomycorrhizal fungal communities along peatland drainage gradients. MYCORRHIZA 2022; 32:67-81. [PMID: 35034180 DOI: 10.1007/s00572-021-01060-3] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/04/2021] [Accepted: 11/24/2021] [Indexed: 06/14/2023]
Abstract
Many trees depend on symbiotic ectomycorrhizal fungi for nutrients in exchange for photosynthetically derived carbohydrates. Trees growing in peatlands, which cover 3% of the earth's terrestrial surface area yet hold approximately one-third of organic soil carbon stocks, may benefit from ectomycorrhizal fungi that can efficiently forage for nutrients and degrade organic matter using oxidative enzymes such as class II peroxidases. However, such traits may place a higher carbon cost on both the fungi and host tree. To investigate these trade-offs that might structure peatland ectomycorrhizal fungal communities, we sampled black spruce (Picea mariana (Mill.)) seedlings along 100-year-old peatland drainage gradients in Minnesota, USA, that had resulted in higher soil nitrogen and canopy density. Structural equation models revealed that the relative abundance of the dominant ectomycorrhizal fungal genus, Cortinarius, which is known for relatively high fungal biomass coupled with elevated class II peroxidase potential, was negatively linked to site fertility but more positively affected by recent host stem radial growth, suggesting carbon limitation. In contrast, Cenococcum, known for comparatively lower fungal biomass and less class II peroxidase potential, was negatively linked to host stem radial growth and unrelated to site fertility. Like Cortinarius, the estimated relative abundance of class II peroxidase genes in the ectomycorrhizal community was more related to host stem radial growth than site fertility. Our findings indicate a trade-off between symbiont foraging traits and associated carbon costs that consequently structure seedling ectomycorrhizal fungal communities in peatlands.
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Affiliation(s)
- Stefan F Hupperts
- College of Forest Resources and Environmental Science, Michigan Technological University, Houghton, MI, USA.
- Department of Forest Ecology and Management, Swedish University of Agricultural Sciences, Umeå, Sweden.
| | - Erik A Lilleskov
- Forestry Sciences Laboratory, USDA Forest Service, Northern Research Station, Houghton, MI, USA.
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38
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Wang Y, Lu G, Yu H, Du X, He Q, Yao S, Zhao L, Huang C, Wen X, Deng Y. Meadow degradation increases spatial turnover rates of the fungal community through both niche selection and dispersal limitation. THE SCIENCE OF THE TOTAL ENVIRONMENT 2021; 798:149362. [PMID: 34375268 DOI: 10.1016/j.scitotenv.2021.149362] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/16/2021] [Revised: 07/08/2021] [Accepted: 07/27/2021] [Indexed: 06/13/2023]
Abstract
The alpine meadow ecosystem, as the main ecosystem of the Qinghai-Tibet Plateau, has been heavily degraded over the past several decades due to overgrazing and climate change. Although soil microorganisms play key roles in the stability and succession of grassland ecosystems, their response to grassland degradation has not been investigated at spatial scale. Here, we systematically analyzed the spatial turnover rates of soil prokaryotic and fungal communities in degraded and undegraded meadows through distance-decay relationship (DDR) and species area relationship (SAR), as well as the community assembly mechanisms behind them. Although the composition and structure of both fungal and prokaryotic communities showed significant changes between undegraded and degraded meadows, steeper spatial turnover rates were only observed in fungi (Degraded Alpine Meadow β = 0.0142, Undegraded Alpine Meadow β = 0.0077, P < 0.05). Mantel tests indicated that edaphic variables and vegetation factors showed significant correlations to the β diversity of fungal community only in degraded meadow, suggesting soil and vegetation heterogeneity both contributed to the variation of fungal community in that system. Correspondingly, a novel phylogenetic null model analysis demonstrated that environmental selection was enhanced in the fungal community assembly process during meadow degradation. Interestingly, dispersal limitation was also enhanced for the fungal community in the degraded meadow, and its relative contribution to other assembly process (i.e. selection and drift) showed a significant linear increase with spatial distance, suggesting that dispersal limitation played a greater role as distance increased. Our findings indicated the spatial scaling of the fungal community is altered during meadow degradation by both niche selection and dispersal limitation. This study provides a new perspective for the assessment of soil microbial responses to vegetation changes in alpine areas.
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Affiliation(s)
- Yingcheng Wang
- Collage of Agriculture and Animal Husbandry, Qinghai University, Xining 810016, China; CAS Key Laboratory for Environmental Biotechnology, Research Center for Eco-Environmental Sciences, Chinese Academy of Sciences (CAS), Beijing 100085, China
| | - Guangxin Lu
- Collage of Agriculture and Animal Husbandry, Qinghai University, Xining 810016, China
| | - Hao Yu
- CAS Key Laboratory for Environmental Biotechnology, Research Center for Eco-Environmental Sciences, Chinese Academy of Sciences (CAS), Beijing 100085, China; College of Environmental Science and Engineering, Liaoning Technical University, Fuxin 123000, China
| | - Xiongfeng Du
- CAS Key Laboratory for Environmental Biotechnology, Research Center for Eco-Environmental Sciences, Chinese Academy of Sciences (CAS), Beijing 100085, China; College of Resources and Environment, University of Chinese Academy of Sciences, Beijing 100190, China
| | - Qing He
- CAS Key Laboratory for Environmental Biotechnology, Research Center for Eco-Environmental Sciences, Chinese Academy of Sciences (CAS), Beijing 100085, China; College of Resources and Environment, University of Chinese Academy of Sciences, Beijing 100190, China
| | - Shiting Yao
- Collage of Agriculture and Animal Husbandry, Qinghai University, Xining 810016, China
| | - Lirong Zhao
- Collage of Agriculture and Animal Husbandry, Qinghai University, Xining 810016, China
| | - Caixia Huang
- Collage of Agriculture and Animal Husbandry, Qinghai University, Xining 810016, China
| | - Xiaocheng Wen
- Collage of Agriculture and Animal Husbandry, Qinghai University, Xining 810016, China
| | - Ye Deng
- CAS Key Laboratory for Environmental Biotechnology, Research Center for Eco-Environmental Sciences, Chinese Academy of Sciences (CAS), Beijing 100085, China; College of Resources and Environment, University of Chinese Academy of Sciences, Beijing 100190, China.
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39
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Aavik T, Träger S, Zobel M, Honnay O, Van Geel M, Bueno CG, Koorem K. The joint effect of host plant genetic diversity and arbuscular mycorrhizal fungal communities on restoration success. Funct Ecol 2021. [DOI: 10.1111/1365-2435.13914] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Tsipe Aavik
- Department of Botany Institute of Ecology and Earth Sciences University of Tartu Tartu Estonia
| | - Sabrina Träger
- Department of Botany Institute of Ecology and Earth Sciences University of Tartu Tartu Estonia
- Institute of Biology/Geobotany and Botanical Garden Martin‐Luther‐University Halle‐Wittenberg Halle (Saale) Germany
| | - Martin Zobel
- Department of Botany Institute of Ecology and Earth Sciences University of Tartu Tartu Estonia
| | - Olivier Honnay
- Plant Conservation and Population Biology Biology Department University of Leuven Heverlee Belgium
| | - Maarten Van Geel
- Plant Conservation and Population Biology Biology Department University of Leuven Heverlee Belgium
| | - C. Guillermo Bueno
- 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
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40
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Cowan JA, Gehring CA, Ilstedt U, Grady KC. Host identity and neighborhood trees affect belowground microbial communities in a tropical rainforest. Trop Ecol 2021. [DOI: 10.1007/s42965-021-00203-z] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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41
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Heminger AR, Belden LK, Barney JN, Badgley BD, Haak DC. Horsenettle ( Solanum carolinense) fruit bacterial communities are not variable across fine spatial scales. PeerJ 2021; 9:e12359. [PMID: 34820171 PMCID: PMC8582302 DOI: 10.7717/peerj.12359] [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: 06/14/2021] [Accepted: 09/30/2021] [Indexed: 11/20/2022] Open
Abstract
Fruit house microbial communities that are unique from the rest of the plant. While symbiotic microbial communities complete important functions for their hosts, the fruit microbiome is often understudied compared to other plant organs. Fruits are reproductive tissues that house, protect, and facilitate the dispersal of seeds, and thus they are directly tied to plant fitness. Fruit microbial communities may, therefore, also impact plant fitness. In this study, we assessed how bacterial communities associated with fruit of Solanum carolinense, a native herbaceous perennial weed, vary at fine spatial scales (<0.5 km). A majority of the studies conducted on plant microbial communities have been done at large spatial scales and have observed microbial community variation across these large spatial scales. However, both the environment and pollinators play a role in shaping plant microbial communities and likely have impacts on the plant microbiome at fine scales. We collected fruit samples from eight sampling locations, ranging from 2 to 450 m apart, and assessed the fruit bacterial communities using 16S rRNA gene amplicon sequencing. Overall, we found no differences in observed richness or microbial community composition among sampling locations. Bacterial community structure of fruits collected near one another were not more different than those that were farther apart at the scales we examined. These fine spatial scales are important to obligate out-crossing plant species such as S. carolinense because they are ecologically relevant to pollinators. Thus, our results could imply that pollinators serve to homogenize fruit bacterial communities across these smaller scales.
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Affiliation(s)
- Ariel R Heminger
- School of Plant and Environmental Sciences, Virginia Polytechnic Institute and State University (Virginia Tech), Blacksburg, VA, United States of America.,Global Change Center, Virginia Polytechnic Institute and State University (Virginia Tech), Blacksburg, VA, United States of America
| | - Lisa K Belden
- Global Change Center, Virginia Polytechnic Institute and State University (Virginia Tech), Blacksburg, VA, United States of America.,Department of Biological Sciences, Virginia Polytechnic Institute and State University (Virginia Tech), Blacksburg, VA, United States of America
| | - Jacob N Barney
- School of Plant and Environmental Sciences, Virginia Polytechnic Institute and State University (Virginia Tech), Blacksburg, VA, United States of America.,Global Change Center, Virginia Polytechnic Institute and State University (Virginia Tech), Blacksburg, VA, United States of America
| | - Brian D Badgley
- School of Plant and Environmental Sciences, Virginia Polytechnic Institute and State University (Virginia Tech), Blacksburg, VA, United States of America.,Global Change Center, Virginia Polytechnic Institute and State University (Virginia Tech), Blacksburg, VA, United States of America
| | - David C Haak
- School of Plant and Environmental Sciences, Virginia Polytechnic Institute and State University (Virginia Tech), Blacksburg, VA, United States of America.,Global Change Center, Virginia Polytechnic Institute and State University (Virginia Tech), Blacksburg, VA, United States of America
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42
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Peguero G, Ferrín M, Sardans J, Verbruggen E, Ramírez-Rojas I, Van Langenhove L, Verryckt LT, Murienne J, Iribar A, Zinger L, Grau O, Orivel J, Stahl C, Courtois EA, Asensio D, Gargallo-Garriga A, Llusià J, Margalef O, Ogaya R, Richter A, Janssens IA, Peñuelas J. Decay of similarity across tropical forest communities: integrating spatial distance with soil nutrients. Ecology 2021; 103:e03599. [PMID: 34816429 DOI: 10.1002/ecy.3599] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/15/2021] [Revised: 09/14/2021] [Accepted: 09/28/2021] [Indexed: 11/09/2022]
Abstract
Understanding the mechanisms that drive the change of biotic assemblages over space and time is the main quest of community ecology. Assessing the relative importance of dispersal and environmental species selection in a range of organismic sizes and motilities has been a fruitful strategy. A consensus for whether spatial and environmental distances operate similarly across spatial scales and taxa, however, has yet to emerge. We used censuses of four major groups of organisms (soil bacteria, fungi, ground insects, and trees) at two observation scales (1-m2 sampling point vs. 2,500-m2 plots) in a topographically standardized sampling design replicated in two tropical rainforests with contrasting relationships between spatial distance and nutrient availability. We modeled the decay of assemblage similarity for each taxon set and site to assess the relative contributions of spatial distance and nutrient availability distance. Then, we evaluated the potentially structuring effect of tree composition over all other taxa. The similarity of nutrient content in the litter and topsoil had a stronger and more consistent selective effect than did dispersal limitation, particularly for bacteria, fungi, and trees at the plot level. Ground insects, the only group assessed with the capacity of active dispersal, had the highest species turnover and the flattest nonsignificant distance-decay relationship, suggesting that neither dispersal limitation nor nutrient availability were fundamental drivers of their community assembly at this scale of analysis. Only the fungal communities at one of our study sites were clearly coordinated with tree composition. The spatial distance at the smallest scale was more important than nutrient selection for the bacteria, fungi, and insects. The lower initial similarity and the moderate variation in composition identified by these distance-decay models, however, suggested that the effects of stochastic sampling were important at this smaller spatial scale. Our results highlight the importance of nutrients as one of the main environmental drivers of rainforest communities irrespective of organismic or propagule size and how the overriding effect of the analytical scale influences the interpretation, leading to the perception of greater importance of dispersal limitation and ecological drift over selection associated with environmental niches at decreasing observation scales.
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Affiliation(s)
- Guille Peguero
- Departament de Biologia Animal, Biologia Vegetal i Ecologia, Universitat Autònoma de Barcelona, 08193, Bellaterra, Spain.,CSIC, Global Ecology Unit CREAF-CSIC-UAB, 08913, Bellaterra, Spain
| | - Miquel Ferrín
- Departament de Biologia Animal, Biologia Vegetal i Ecologia, Universitat Autònoma de Barcelona, 08193, Bellaterra, Spain.,CSIC, Global Ecology Unit CREAF-CSIC-UAB, 08913, Bellaterra, Spain
| | - Jordi Sardans
- CSIC, Global Ecology Unit CREAF-CSIC-UAB, 08913, Bellaterra, Spain.,CREAF, 08913, Cerdanyola del Vallès, Spain
| | - Erik Verbruggen
- Department of Biology, Centre of Excellence PLECO (Plants and Ecosystems), University of Antwerp, 2610, Wilrijk, Belgium
| | - Irene Ramírez-Rojas
- Department of Biology, Centre of Excellence PLECO (Plants and Ecosystems), University of Antwerp, 2610, Wilrijk, Belgium
| | - Leandro Van Langenhove
- Department of Biology, Centre of Excellence PLECO (Plants and Ecosystems), University of Antwerp, 2610, Wilrijk, Belgium
| | - Lore T Verryckt
- Department of Biology, Centre of Excellence PLECO (Plants and Ecosystems), University of Antwerp, 2610, Wilrijk, Belgium
| | - Jerome Murienne
- Laboratoire Evolution et Diversité Biologique (UMR5174), Université de Toulouse, CNRS, IRD, UPS, Toulouse, France
| | - Amaia Iribar
- Laboratoire Evolution et Diversité Biologique (UMR5174), Université de Toulouse, CNRS, IRD, UPS, Toulouse, France
| | - Lucie Zinger
- Institut de Biologie de l'Ecole Normale Supérieure (IBENS), Ecole Normale Supérieure, CNRS, INSERM, PSL Université Paris, Paris, France
| | - Oriol Grau
- CSIC, Global Ecology Unit CREAF-CSIC-UAB, 08913, Bellaterra, Spain.,CREAF, 08913, Cerdanyola del Vallès, Spain.,UMR EcoFoG, AgroParisTech, CIRAD, CNRS, INRAE, Université des Antilles, Université de Guyane, 97310, Kourou, France
| | - Jerome Orivel
- UMR EcoFoG, AgroParisTech, CIRAD, CNRS, INRAE, Université des Antilles, Université de Guyane, 97310, Kourou, France
| | - Clément Stahl
- UMR EcoFoG, AgroParisTech, CIRAD, CNRS, INRAE, Université des Antilles, Université de Guyane, 97310, Kourou, France
| | - Elodie A Courtois
- Laboratoire Ecologie, évolution, Interactions des Systèmes Amazoniens (LEEISA), Université de Guyane, CNRS, IFREMER, 97300, Cayenne, France
| | - Dolores Asensio
- CSIC, Global Ecology Unit CREAF-CSIC-UAB, 08913, Bellaterra, Spain.,CREAF, 08913, Cerdanyola del Vallès, Spain
| | - Albert Gargallo-Garriga
- CSIC, Global Ecology Unit CREAF-CSIC-UAB, 08913, Bellaterra, Spain.,CREAF, 08913, Cerdanyola del Vallès, Spain
| | - Joan Llusià
- CSIC, Global Ecology Unit CREAF-CSIC-UAB, 08913, Bellaterra, Spain.,CREAF, 08913, Cerdanyola del Vallès, Spain
| | - Olga Margalef
- CSIC, Global Ecology Unit CREAF-CSIC-UAB, 08913, Bellaterra, Spain.,CREAF, 08913, Cerdanyola del Vallès, Spain
| | - Romà Ogaya
- CSIC, Global Ecology Unit CREAF-CSIC-UAB, 08913, Bellaterra, Spain.,CREAF, 08913, Cerdanyola del Vallès, Spain
| | - Andreas Richter
- Department of Microbiology and Ecosystem Science, University of Vienna, 1090, Vienna, Austria
| | - Ivan A Janssens
- Department of Biology, Centre of Excellence PLECO (Plants and Ecosystems), University of Antwerp, 2610, Wilrijk, Belgium
| | - Josep Peñuelas
- CSIC, Global Ecology Unit CREAF-CSIC-UAB, 08913, Bellaterra, Spain.,CREAF, 08913, Cerdanyola del Vallès, Spain
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Kiesewetter KN, Afkhami ME. Microbiome-mediated effects of habitat fragmentation on native plant performance. THE NEW PHYTOLOGIST 2021; 232:1823-1838. [PMID: 34213774 DOI: 10.1111/nph.17595] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/01/2021] [Accepted: 06/25/2021] [Indexed: 06/13/2023]
Abstract
Habitat fragmentation is a leading cause of biodiversity and ecosystem function loss in the Anthropocene. Despite the importance of plant-microbiome interactions to ecosystem productivity, we have limited knowledge of how fragmentation affects microbiomes and even less knowledge of its consequences for microbial interactions with plants. Combining field surveys, microbiome sequencing, manipulative experiments, and random forest models, we investigated fragmentation legacy effects on soil microbiomes in imperiled pine rocklands, tested how compositional shifts across 14 fragmentation-altered soil microbiomes affected performance and resource allocation of three native plant species, and identified fragmentation-responding microbial families underpinning plant performance. Legacies of habitat fragmentation were associated with significant changes in microbial diversity and composition (across three of four community axes). Experiments showed plants often strongly benefited from the microbiome's presence, but fragmentation-associated changes in microbiome composition also significantly affected plant performance and resource allocation across all seven metrics examined. Finally, random forest models identified ten fungal and six bacterial families important for plant performance that changed significantly with fragmentation. Our findings not only support the existence of significant fragmentation effects on natural microbiomes, but also demonstrate for the first time that fragmentation-associated changes in microbiomes can have meaningful consequences for native plant performance and investment.
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Affiliation(s)
| | - Michelle E Afkhami
- Department of Biology, University of Miami, Coral Gables, FL, 33146, USA
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44
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Caiafa MV, Jusino MA, Wilkie AC, Díaz IA, Sieving KE, Smith ME. Discovering the role of Patagonian birds in the dispersal of truffles and other mycorrhizal fungi. Curr Biol 2021; 31:5558-5570.e3. [PMID: 34715015 DOI: 10.1016/j.cub.2021.10.024] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2021] [Revised: 09/01/2021] [Accepted: 10/11/2021] [Indexed: 01/16/2023]
Abstract
Dispersal is a key process that impacts population dynamics and structures biotic communities. Dispersal limitation influences the assembly of plant and microbial communities, including mycorrhizal fungi and their plant hosts. Mycorrhizal fungi play key ecological roles in forests by feeding nutrients to plants in exchange for sugars, so the dispersal of mycorrhizal fungi spores actively shapes plant communities. Although many fungi rely on wind for spore dispersal, some fungi have lost the ability to shoot their spores into the air and instead produce enclosed belowground fruiting bodies (truffles) that rely on animals for dispersal. The role of mammals in fungal spore dispersal is well documented, but the relevance of birds as dispersal agents of fungi has been understudied, despite the prominence of birds as seed dispersal vectors. Here, we use metagenomics and epifluorescence microscopy to demonstrate that two common, widespread, and endemic Patagonian birds, chucao tapaculos (Scelorchilus rubecula) and black-throated huet-huets (Pteroptochos tarnii), regularly consume mycorrhizal fungi and disperse viable spores via mycophagy. Our metagenomic analysis indicates that these birds routinely consume diverse mycorrhizal fungi, including many truffles, that are symbiotically associated with Nothofagaceae trees that dominate Patagonian forests. Epifluorescence microscopy of fecal samples confirmed that the birds dispersed copious viable spores from truffles and other mycorrhizal fungi. We show that fungi are a common food for both bird species and that this animal-fungi symbiosis is widespread and ecologically important in Patagonia. Our findings indicate that birds may also act as cryptic but critical fungal dispersal agents in other ecosystems.
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Affiliation(s)
- Marcos V Caiafa
- Department of Plant Pathology, University of Florida, Gainesville, FL 32611, USA; Department of Microbiology and Plant Pathology, University of California Riverside, Riverside, CA 92521, USA.
| | - Michelle A Jusino
- Department of Plant Pathology, University of Florida, Gainesville, FL 32611, USA; Center for Forest Mycology Research, USDA Forest Service, Northern Research Station, Madison, WI 53726, USA
| | - Ann C Wilkie
- Soil and Water Sciences Department, University of Florida, Gainesville, FL 32611, USA
| | - Iván A Díaz
- Instituto de Conservación, Biodiversidad y Territorio, Universidad Austral de Chile, Valdivia, Chile
| | - Kathryn E Sieving
- Department of Wildlife Ecology and Conservation, University of Florida, Gainesville, FL 32611, USA
| | - Matthew E Smith
- Department of Plant Pathology, University of Florida, Gainesville, FL 32611, USA
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45
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Yang S, Limpens J, Sterck FJ, Sass‐Klaassen U, Cornelissen JHC, Hefting M, van Logtestijn RSP, Goudzwaard L, Dam N, Dam M, Veerkamp MT, van den Berg B, Brouwer E, Chang C, Poorter L. Dead wood diversity promotes fungal diversity. OIKOS 2021. [DOI: 10.1111/oik.08388] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Affiliation(s)
- Shanshan Yang
- Forest Ecology and Forest Management Group, Wageningen Univ. and Research Wageningen the Netherlands
| | - Juul Limpens
- Plant Ecology and Nature Conservation Group, Wageningen Univ. and Research Wageningen the Netherlands
| | - Frank J. Sterck
- Forest Ecology and Forest Management Group, Wageningen Univ. and Research Wageningen the Netherlands
| | - Ute Sass‐Klaassen
- Forest Ecology and Forest Management Group, Wageningen Univ. and Research Wageningen the Netherlands
| | | | - Mariet Hefting
- Landscape Ecology, Inst. of Environmental Biology, Utrecht Univ. Utrecht the Netherlands
| | | | - Leo Goudzwaard
- Forest Ecology and Forest Management Group, Wageningen Univ. and Research Wageningen the Netherlands
| | | | | | | | | | - Emiel Brouwer
- B‐WARE Research Centre, Radboud Univ. Nijmegen the Netherlands
| | - Chenghui Chang
- Systems Ecology, Dept of Ecological Science, VU Univ. (Vrije Univ.) Amsterdam Amsterdam the Netherlands
| | - Lourens Poorter
- Forest Ecology and Forest Management Group, Wageningen Univ. and Research Wageningen the Netherlands
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46
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Rajulu MBG, Suryanarayanan TS, Murali TS, Thirunavukkarasu N, Venkatesan G. Minor species of foliar fungal endophyte communities: do they matter? Mycol Prog 2021. [DOI: 10.1007/s11557-021-01740-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
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47
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A fresh outlook on the smooth-spored species of Inocybe: type studies and 18 new species. Mycol Prog 2021. [DOI: 10.1007/s11557-021-01712-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
Abstract
AbstractOn the basis of detailed morphological and molecular investigation, eighteen new species of Inocybe (I. alberichiana, I. beatifica, I. bellidiana, I. clandestina, I. drenthensis, I. dryadiana, I. gaiana, I. ghibliana, I. grusiana, I. knautiana, I. lampetiana, I. oetziana, I. orionis, I. plurabellae, I. rivierana, I. scolopacis, I. sitibunda and I. tiburtina) are described. All of them are smooth-spored, and most of them are pruinose only in the apical part of the stipe. The new species are compared to 40 type specimens, all of which are described here and for several of which (partial) ITS sequences have been generated. For eight species, epi-, lecto- or neotypes were selected, among these are I. geophylla, I. glabripes and I. tigrina. Based on these studies, we suggest twelve synonymies, i.e. that I. clarkii is synonymous with I. sindonia, I. conformata with I. cincinnata, I. elegans with I. griseolilacina, I. fuscidula with I. glabripes, I. griseotarda with I. psammobrunnea, I. obscurella with I. obscuroides, I. obscuromellea with I. semifulva, I. patibilis and I. tigrinella with I. tigrina, I. petroselinolens with I. tenuicystidiata and I. rubidofracta with I. pseudorubens and I. subporospora is synonymized with I. tjallingiorum. All of the new species are supported by phylogenetic analyses. Among the previously described species accepted here, sixteen are represented by types in the phylogenetic analyses and ten by own collections morphologically corresponding to the type. In summary, we here verify or provide morphological concepts associated with molecular data for 44 smooth-spored species of Inocybe.
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48
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Van Nuland ME, Ware IM, Schadt CW, Yang Z, Bailey JK, Schweitzer JA. Natural soil microbiome variation affects spring foliar phenology with consequences for plant productivity and climate-driven range shifts. THE NEW PHYTOLOGIST 2021; 232:762-775. [PMID: 34227117 DOI: 10.1111/nph.17599] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/11/2021] [Accepted: 06/25/2021] [Indexed: 06/13/2023]
Abstract
Identifying the potential for natural soil microbial communities to predictably affect complex plant traits is an important frontier in climate change research. Plant phenology varies with environmental and genetic factors, but few studies have examined whether the soil microbiome interacts with plant population differentiation to affect phenology and ecosystem function. We compared soil microbial variation in a widespread tree species (Populus angustifolia) with different soil inoculum treatments in a common garden environment to test how the soil microbiome affects spring foliar phenology and subsequent biomass growth. We hypothesized and show that soil bacterial and fungal communities vary with tree conditioning from different populations and elevations, that this soil community variation influences patterns of foliar phenology and plant growth across populations and elevation gradients, and that transferring lower elevation plant genotypes to higher elevation soil communities delayed foliar phenology, thereby shortening the growing season and reducing annual biomass production. Our findings show the importance of plant-soil interactions that help shape the timing of tree foliar phenology and productivity. These geographic patterns in plant population × microbiome interactions also broaden our understanding of how soil communities impact plant phenotypic variation across key climate change gradients, with consequences for ecosystem functioning.
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Affiliation(s)
| | - Ian M Ware
- Institute of Pacific Islands Forestry, USDA Forest Service, Pacific Southwest Research Station, Hilo, HI, 96720, USA
| | - Chris W Schadt
- Bioscience Division, Oak Ridge National Laboratory, Oak Ridge, TN, 37830, USA
- Department of Microbiology, University of Tennessee, Knoxville, TN, 37996, USA
| | - Zamin Yang
- Bioscience Division, Oak Ridge National Laboratory, Oak Ridge, TN, 37830, USA
| | - Joseph K Bailey
- Ecology and Evolutionary Biology Department, University of Tennessee, Knoxville, TN, 37996, USA
| | - Jennifer A Schweitzer
- Ecology and Evolutionary Biology Department, University of Tennessee, Knoxville, TN, 37996, USA
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49
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Adamo I, Castaño C, Bonet JA, Colinas C, Martínez de Aragón J, Alday JG. Lack of Phylogenetic Differences in Ectomycorrhizal Fungi among Distinct Mediterranean Pine Forest Habitats. J Fungi (Basel) 2021; 7:jof7100793. [PMID: 34682215 PMCID: PMC8538088 DOI: 10.3390/jof7100793] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2021] [Revised: 09/14/2021] [Accepted: 09/17/2021] [Indexed: 01/22/2023] Open
Abstract
Understanding whether the occurrences of ectomycorrhizal species in a given tree host are phylogenetically determined can help in assessing different conservational needs for each fungal species. In this study, we characterized ectomycorrhizal phylogenetic composition and phylogenetic structure in 42 plots with five different Mediterranean pine forests: i.e., pure forests dominated by P. nigra, P. halepensis, and P. sylvestris, and mixed forests of P. nigra-P. halepensis and P. nigra-P. sylvestris, and tested whether the phylogenetic structure of ectomycorrhizal communities differs among these. We found that ectomycorrhizal communities were not different among pine tree hosts neither in phylogenetic composition nor in structure and phylogenetic diversity. Moreover, we detected a weak abiotic filtering effect (4%), with pH being the only significant variable influencing the phylogenetic ectomycorrhizal community, while the phylogenetic structure was slightly influenced by the shared effect of stand structure, soil, and geographic distance. However, the phylogenetic community similarity increased at lower pH values, supporting that fewer, closely related species were found at lower pH values. Also, no phylogenetic signal was detected among exploration types, although short and contact were the most abundant types in these forest ecosystems. Our results demonstrate that pH but not tree host, acts as a strong abiotic filter on ectomycorrhizal phylogenetic communities in Mediterranean pine forests at a local scale. Finally, our study shed light on dominant ectomycorrhizal foraging strategies in drought-prone ecosystems such as Mediterranean forests.
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Affiliation(s)
- Irene Adamo
- Joint Research Unit CTFC-AGROTECNIO-CERCA, Av. Alcalde Rovira Roure 191, E25198 Lleida, Spain; (J.A.B.); (J.M.d.A.); (J.G.A.)
- Department of Crop and Forest Sciences, University of Lleida, Av. Alcalde Rovira Roure 191, E25198 Lleida, Spain;
- Correspondence:
| | - Carles Castaño
- Department of Forest Mycology and Plant Pathology, Swedish University of Agricultural Sciences, SE-75007 Uppsala, Sweden;
| | - José Antonio Bonet
- Joint Research Unit CTFC-AGROTECNIO-CERCA, Av. Alcalde Rovira Roure 191, E25198 Lleida, Spain; (J.A.B.); (J.M.d.A.); (J.G.A.)
- Department of Crop and Forest Sciences, University of Lleida, Av. Alcalde Rovira Roure 191, E25198 Lleida, Spain;
| | - Carlos Colinas
- Department of Crop and Forest Sciences, University of Lleida, Av. Alcalde Rovira Roure 191, E25198 Lleida, Spain;
- Forest Science and Technology Centre of Catalonia, Ctra. Sant Llorenç de Morunys km 2, E25280 Solsona, Spain
| | - Juan Martínez de Aragón
- Joint Research Unit CTFC-AGROTECNIO-CERCA, Av. Alcalde Rovira Roure 191, E25198 Lleida, Spain; (J.A.B.); (J.M.d.A.); (J.G.A.)
- Forest Science and Technology Centre of Catalonia, Ctra. Sant Llorenç de Morunys km 2, E25280 Solsona, Spain
| | - Josu G. Alday
- Joint Research Unit CTFC-AGROTECNIO-CERCA, Av. Alcalde Rovira Roure 191, E25198 Lleida, Spain; (J.A.B.); (J.M.d.A.); (J.G.A.)
- Department of Crop and Forest Sciences, University of Lleida, Av. Alcalde Rovira Roure 191, E25198 Lleida, Spain;
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50
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Liu W, Liu L, Yang X, Deng M, Wang Z, Wang P, Yang S, Li P, Peng Z, Yang L, Jiang L. Long-term nitrogen input alters plant and soil bacterial, but not fungal beta diversity in a semiarid grassland. GLOBAL CHANGE BIOLOGY 2021; 27:3939-3950. [PMID: 33993594 DOI: 10.1111/gcb.15681] [Citation(s) in RCA: 25] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/02/2021] [Accepted: 05/06/2021] [Indexed: 06/12/2023]
Abstract
Anthropogenic nitrogen (N) input is known to alter plant and microbial α-diversity, but how N enrichment influences β-diversity of plant and microbial communities remains poorly understood. Using a long-term multilevel N addition experiment in a temperate steppe, we show that plant, soil bacterial and fungal communities exhibited different responses in their β-diversity to N input. Plant β-diversity decreased linearly as N addition increased, as a result of increased directional environmental filtering, where soil environmental properties largely explained variation in plant β-diversity. Soil bacterial β-diversity first increased then decreased with increasing N input, which was best explained by corresponding changes in soil environmental heterogeneity. Soil fungal β-diversity, however, remained largely unchanged across the N gradient, with plant β-diversity, soil environmental properties, and heterogeneity together explaining an insignificant fraction of variation in fungal β-diversity, reflecting the importance of stochastic community assembly. Our study demonstrates the divergent effect of N enrichment on the assembly of plant, soil bacterial and fungal communities, emphasizing the need to examine closely associated fundamental components (i.e., plants and microorganisms) of ecosystems to gain a more complete understanding of ecological consequences of anthropogenic N enrichment.
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Affiliation(s)
- Weixing Liu
- State Key Laboratory of Vegetation and Environmental Change, Institute of Botany, Chinese Academy of Sciences, Beijing, China
- School of Biological Sciences, Georgia Institute of Technology, Atlanta, GA, USA
| | - Lingli Liu
- State Key Laboratory of Vegetation and Environmental Change, Institute of Botany, Chinese Academy of Sciences, Beijing, China
- University of Chinese Academy of Sciences, Beijing, China
| | - Xian Yang
- School of Biological Sciences, Georgia Institute of Technology, Atlanta, GA, USA
| | - Meifeng Deng
- State Key Laboratory of Vegetation and Environmental Change, Institute of Botany, Chinese Academy of Sciences, Beijing, China
| | - Zhou Wang
- University of Chinese Academy of Sciences, Beijing, China
- Key Laboratory of Vegetation Restoration and Management of Degraded Ecosystems, Provincial Key Laboratory of Applied Botany, Chinese Academy of Sciences, South China Botanical Garden, Guangzhou, China
| | - Pandeng Wang
- State Key Laboratory of Biocontrol, School of Ecology, Sun Yat-sen University, Guangzhou, China
| | - Sen Yang
- State Key Laboratory of Vegetation and Environmental Change, Institute of Botany, Chinese Academy of Sciences, Beijing, China
- University of Chinese Academy of Sciences, Beijing, China
| | - Ping Li
- State Key Laboratory of Vegetation and Environmental Change, Institute of Botany, Chinese Academy of Sciences, Beijing, China
| | - Ziyang Peng
- State Key Laboratory of Vegetation and Environmental Change, Institute of Botany, Chinese Academy of Sciences, Beijing, China
- University of Chinese Academy of Sciences, Beijing, China
| | - Lu Yang
- State Key Laboratory of Vegetation and Environmental Change, Institute of Botany, Chinese Academy of Sciences, Beijing, China
- University of Chinese Academy of Sciences, Beijing, China
| | - Lin Jiang
- School of Biological Sciences, Georgia Institute of Technology, Atlanta, GA, USA
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