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Zhao Y, Ran W, Xu W, Song Y. ITS amplicon sequencing revealed that rare taxa of tea rhizosphere fungi are closely related to the environment and provide feedback on tea tree diseases. Microbiol Spectr 2025; 13:e0188924. [PMID: 39612478 PMCID: PMC11705919 DOI: 10.1128/spectrum.01889-24] [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: 07/29/2024] [Accepted: 10/18/2024] [Indexed: 12/01/2024] Open
Abstract
The rhizospheres of plants and soil microorganisms are intricately interconnected. Tea trees are cultivated extensively on the karst plateau of Guizhou Province, China; however, the understanding of the interactions among fungal communities, community taxa, and diseases impacting tea tree in the soil rhizosphere is limited. Our aim is to offer insights for the advancement of modern agriculture in ecologically fragile karst tea gardens, as well as microbiomics concepts for green and sustainable environmental development. This study utilized the internal transcribed spacer high-throughput sequencing technology to explore the symbiotic relationship between rhizosphere fungi and plant disease feedback in multiple tea estates across the Guizhou Plateau. The ecological preferences and environmental thresholds of fungi were investigated via environmental variables. Furthermore, a correlation was established between different taxa and individual soil functions. Research has indicated that tea leaf blight disrupts symbiotic connections among fungal groups. For various taxa, we found that numerous taxa consistently maintained core positions within the community, whereas rare taxa were able to stabilize due to a high proportion of positive effects. Additionally, abundant taxa presented a wider range of environmental feedback, whereas the rare taxon diversity presented a stronger positive association with the soil Z score. This study contributes to our understanding of the importance of rare taxa in plant rhizosphere soil processes. Emphasis should be placed on the role of rare taxa in pest and disease control within green agriculture while also strengthening systematic development and biogeographical research related to rare taxa in this region.IMPORTANCEIn this study, based on internal transcribed spacer high-throughput sequencing, fungal communities in the rhizosphere soil of tea trees and their interactions with the environment in karst areas were reported, and the symbiotic relationships of different fungal taxa and their feedback to the environment were described in detail by using the knowledge of microbial ecology. On this basis, it was found that tea tree diseases affect the symbiotic relationships of fungal taxa. At the same time, we found that rare taxa have stronger cooperative relationships in response to environmental changes and explored their participation in soil processes based on fungal trait sets. This study will provide basic data for the development of modern agriculture in tea gardens and theoretical basis for the sustainable prevention and control of tea tree diseases.
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Affiliation(s)
- Yuanqi Zhao
- School of Karst Science, Guizhou Normal University, Guiyang, China
- State Engineering Technology Institute for Karst Desertification Control, Guiyang, China
| | - Weiwei Ran
- School of Karst Science, Guizhou Normal University, Guiyang, China
- State Engineering Technology Institute for Karst Desertification Control, Guiyang, China
| | - Wenming Xu
- School of Karst Science, Guizhou Normal University, Guiyang, China
- State Engineering Technology Institute for Karst Desertification Control, Guiyang, China
| | - Yuehua Song
- School of Karst Science, Guizhou Normal University, Guiyang, China
- State Engineering Technology Institute for Karst Desertification Control, Guiyang, China
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2
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Leasi F, Eckert EM, Norenburg JL, Thomas WK, Sevigny JL, Hall JA, Wirshing HH, Fontaneto D. Microbiota Associated With Ototyphlonemertes Species (Nemertea, Hoplonemertea, Monostilifera, Ototyphlonemertidae) Reveal Evidence of Phylosymbiosis. Ecol Evol 2024; 14:e70471. [PMID: 39629175 PMCID: PMC11612514 DOI: 10.1002/ece3.70471] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2023] [Revised: 10/01/2024] [Accepted: 10/03/2024] [Indexed: 12/07/2024] Open
Abstract
Phylosymbiosis, the association between the phylogenetic relatedness of hosts and the composition of their microbial communities, is a widespread phenomenon in diverse animal taxa. However, the generality of the existence of such a pattern has been questioned in many animals across the tree of life, including small-sized aquatic invertebrates. This study aims to investigate the microbial communities associated with poorly known marine interstitial nemerteans to uncover their microbiota diversity and assess the occurrence of phylosymbiosis. Specimens from various Central American sites were analyzed using morphology-based taxonomy and molecular techniques targeting the host 18S rRNA gene whereas their microbial association was analyzed by targeting the prokaryotic 16S rRNA gene. Phylogenetic and statistical analyses were conducted to examine the potential effects of host nemertean taxa and sampling locations on the host-associated microbial communities. The results provide compelling evidence of phylosymbiosis in meiofaunal nemertean species, highlighting the significant impact of host genetic relatedness on microbiome diversity in small-sized animals. This finding supports previous studies that demonstrate how certain nemertean species harbor distinct microbial communities with functional and ecological implications. Given the remarkable diversity of meiofaunal animals-spanning numerous phyla with varying lifestyles and co-existing in the same habitat-combined with advancements in multi-omics approaches, there is a promising opportunity to deepen our understanding of the evolutionary and ecological interactions between hosts and their microbiota throughout the animal tree of life.
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Affiliation(s)
- Francesca Leasi
- Department of Biology, Geology, and Environmental ScienceUniversity of Tennessee at ChattanoogaChattanoogaTennesseeUSA
| | - Ester M. Eckert
- National Research Council of Italy (CNR), water Research Institute (IRSA)Molecular Ecology Group (MEG)Verbania PallanzaItaly
| | - Jon L. Norenburg
- National Museum of Natural HistorySmithsonian InstitutionWashington, DCUSA
| | - W. Kelley Thomas
- Hubbard Center for Genome StudiesUniversity of New HampshireDurhamNew HampshireUSA
| | - Joseph L. Sevigny
- Hubbard Center for Genome StudiesUniversity of New HampshireDurhamNew HampshireUSA
| | - Jeffrey A. Hall
- Hubbard Center for Genome StudiesUniversity of New HampshireDurhamNew HampshireUSA
| | - Herman H. Wirshing
- National Museum of Natural HistorySmithsonian InstitutionWashington, DCUSA
| | - Diego Fontaneto
- National Research Council of Italy (CNR), water Research Institute (IRSA)Molecular Ecology Group (MEG)Verbania PallanzaItaly
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3
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Prioux C, Ferrier-Pages C, Deter J, Tignat-Perrier R, Guilbert A, Ballesta L, Allemand D, van de Water JAJM. Insights into the occurrence of phylosymbiosis and co-phylogeny in the holobionts of octocorals from the Mediterranean Sea and Red Sea. Anim Microbiome 2024; 6:62. [PMID: 39497183 PMCID: PMC11533408 DOI: 10.1186/s42523-024-00351-2] [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: 07/22/2024] [Accepted: 10/24/2024] [Indexed: 11/06/2024] Open
Abstract
BACKGROUND Corals are the foundational species of coral reefs and coralligenous ecosystems. Their success has been linked to symbioses with microorganisms, and a coral host and its symbionts are therefore considered a single entity, called the holobiont. This suggests that there may be evolutionary links between corals and their microbiomes. While there is evidence of phylosymbiosis in scleractinian hexacorals, little is known about the holobionts of Alcyonacean octocorals. RESULTS 16S rRNA gene amplicon sequencing revealed differences in the diversity and composition of bacterial communities associated with octocorals collected from the mesophotic zones of the Mediterranean and Red Seas. The low diversity and consistent dominance of Endozoicomonadaceae and/or Spirochaetaceae in the bacterial communities of Mediterranean octocorals suggest that these corals may have a shared evolutionary history with their microbiota. Phylosymbiotic signals were indeed detected and cophylogeny in associations between several bacterial strains, particularly those belonging to Endozoicomonadaceae or Spirochaetaceae, and coral species were identified. Conversely, phylosymbiotic patterns were not evident in Red Sea octocorals, likely due to the high bacterial taxonomic diversity in their microbiota, but cophylogeny in associations between certain coral and bacterial species was observed. Noteworthy were the associations with Endozoicomonadaceae, suggesting a plausible evolutionary link that warrants further investigations to uncover potential underlying patterns. CONCLUSIONS Overall, our findings emphasize the importance of Endozoicomonadaceae and Spirochaetaceae in coral symbiosis and the significance of exploring host-microbiome interactions in mesophotic ecosystems for a comprehensive understanding of coral-microbiome evolutionary history.
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Affiliation(s)
- C Prioux
- Unité de Recherche Sur La Biologie des Coraux Précieux CSM - CHANEL, Centre Scientifique de Monaco, 8 Quai Antoine 1er, 98000, Monaco, MC, Principality of Monaco
- Coral Ecophysiology Team, Centre Scientifique de Monaco, 8 Quai Antoine 1er, 98000, Monaco, MC, Principality of Monaco
- Centre Scientifique de Monaco, 8 Quai Antoine 1er, 98000, Monaco, MC, Principality of Monaco
| | - C Ferrier-Pages
- Coral Ecophysiology Team, Centre Scientifique de Monaco, 8 Quai Antoine 1er, 98000, Monaco, MC, Principality of Monaco.
- Centre Scientifique de Monaco, 8 Quai Antoine 1er, 98000, Monaco, MC, Principality of Monaco.
| | - J Deter
- Andromède Océanologie, 7 place Cassan-Carnon plage, 34130, Mauguio, France
- MARBEC, Univ. Montpellier, CNRS, Ifremer, IRD, Place Eugène Bataillon, 34095, Montpellier, France
| | - R Tignat-Perrier
- Unité de Recherche Sur La Biologie des Coraux Précieux CSM - CHANEL, Centre Scientifique de Monaco, 8 Quai Antoine 1er, 98000, Monaco, MC, Principality of Monaco
- Coral Ecophysiology Team, Centre Scientifique de Monaco, 8 Quai Antoine 1er, 98000, Monaco, MC, Principality of Monaco
- Centre Scientifique de Monaco, 8 Quai Antoine 1er, 98000, Monaco, MC, Principality of Monaco
| | - A Guilbert
- Andromède Océanologie, 7 place Cassan-Carnon plage, 34130, Mauguio, France
| | - L Ballesta
- Andromède Océanologie, 7 place Cassan-Carnon plage, 34130, Mauguio, France
| | - D Allemand
- Centre Scientifique de Monaco, 8 Quai Antoine 1er, 98000, Monaco, MC, Principality of Monaco
| | - J A J M van de Water
- Unité de Recherche Sur La Biologie des Coraux Précieux CSM - CHANEL, Centre Scientifique de Monaco, 8 Quai Antoine 1er, 98000, Monaco, MC, Principality of Monaco.
- Coral Ecophysiology Team, Centre Scientifique de Monaco, 8 Quai Antoine 1er, 98000, Monaco, MC, Principality of Monaco.
- Department of Estuarine Delta Systems, Royal Netherlands Institute for Sea Research, Korringaweg 7, 4401 NT, Yerseke, The Netherlands.
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Livne-Luzon S, Avidar M, Herol L, Rog I, Klein T, Shemesh H. Inter-generational consistency of the ectomycorrhizal fungal community in a mixed pine-cedar post-fire stand. TREE PHYSIOLOGY 2024; 44:tpae094. [PMID: 39046267 DOI: 10.1093/treephys/tpae094] [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: 03/07/2024] [Revised: 05/28/2024] [Accepted: 07/23/2024] [Indexed: 07/25/2024]
Abstract
The mutualistic interaction between trees and ectomycorrhizal fungi (EMF) can have a major effect on forest dynamics and specifically on seedling establishment. Here, we compared the EMF community composition associated with the roots of young saplings and mature trees of two co-habiting Pinaceae: Pinus halepensis and Cedrus deodara growing together in a post-fire forest plot, using fungal ITS metabarcoding. We found that the differences in the EMF community between the two sapling groups were mostly attributed to changes in the relative abundance of specific fungal species, with little species turnover. Specifically, Tomentella showed high abundance on pine roots, while Tuber, Russula and Sebacina were more common on the roots of cedars. The physical proximity to a specific host species was correlated with the EMF community composition of young saplings. Specifically, regardless of the sapling's own identity, the roots of saplings growing next to mature cedars had higher abundance of Tuber species, while Tomentella coerulea (Höhn. & Litsch), Russula densifolia (Secr. ex Gillet) and Tuber nitidum (Vittadini) dominated saplings next to mature pines. Cedar saplings' shoot structure was correlated with a specific EMF species. Overall, these results suggest that when germinating next to mature trees, the EMF community of saplings could be determined by extrinsic factors such as the small-scale distribution of mature trees in the forest.
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Affiliation(s)
- Stav Livne-Luzon
- Department of Plant & Environmental Sciences, Weizmann Institute of Science, Rehovot 76100, Israel
| | - Mor Avidar
- Department of Environmental Sciences, Tel-Hai College, 12208, Israel
| | - Lior Herol
- Department of Environmental Sciences, Tel-Hai College, 12208, Israel
| | - Ido Rog
- Department of Plant & Environmental Sciences, Weizmann Institute of Science, Rehovot 76100, Israel
| | - Tamir Klein
- Department of Plant & Environmental Sciences, Weizmann Institute of Science, Rehovot 76100, Israel
| | - Hagai Shemesh
- Department of Environmental Sciences, Tel-Hai College, 12208, Israel
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5
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Igwe AN, Pearse IS, Aguilar JM, Strauss SY, Vannette RL. Plant species within Streptanthoid Complex associate with distinct microbial communities that shift to be more similar under drought. Ecol Evol 2024; 14:e11174. [PMID: 38529025 PMCID: PMC10961476 DOI: 10.1002/ece3.11174] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2023] [Revised: 02/19/2024] [Accepted: 03/07/2024] [Indexed: 03/27/2024] Open
Abstract
Prolonged water stress can shift rhizoplane microbial communities, yet whether plant phylogenetic relatedness or drought tolerance predicts microbial responses is poorly understood. To explore this question, eight members of the Streptanthus clade with varying affinity to serpentine soil were subjected to three watering regimes. Rhizoplane bacterial communities were characterized using 16S rRNA gene amplicon sequencing and we compared the impact of watering treatment, soil affinity, and plant species identity on bacterial alpha and diversity. We determined which taxa were enriched among drought treatments using DESeq2 and identified features of soil affinity using random forest analysis. We show that water stress has a greater impact on microbial community structure than soil affinity or plant identity, even within a genus. Drought reduced alpha diversity overall, but plant species did not strongly differentiate alpha diversity. Watering altered the relative abundance of bacterial genera within Proteobacteria, Firmicutes, Bacteroidetes, Planctomycetes, and Acidobacteria, which responded similarly in the rhizoplane of most plant species. In addition, bacterial communities were more similar when plants received less water. Pseudarthrobacter was identified as a feature of affinity to serpentine soil while Bradyrhizobium, Chitinophaga, Rhodanobacter, and Paenibacillus were features associated with affinity to nonserpentine soils among Streptanthus. The homogenizing effect of drought on microbial communities and the increasing prevalence of Gram-negative bacteria across all plant species suggest that effects of water stress on root-associated microbiome structure may be predictable among closely related plant species that inhabit very different soil environments. The functional implications of observed changes in microbiome composition remain to be studied.
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Affiliation(s)
- Alexandria N. Igwe
- Entomology and NematologyUniversity of California – DavisDavisCaliforniaUSA
- Department of Biological SciencesVirginia TechBlacksburgVirginiaUSA
| | - Ian S. Pearse
- Evolution and EcologyUniversity of California – DavisDavisCaliforniaUSA
| | | | - Sharon Y. Strauss
- Evolution and EcologyUniversity of California – DavisDavisCaliforniaUSA
| | - Rachel L. Vannette
- Entomology and NematologyUniversity of California – DavisDavisCaliforniaUSA
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6
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Pinchi-Davila XJ, Vargas-Hernández D, Romero-Jiménez MJ, Jumpponen A, Rudgers JA, Herrera J, Hutchinson M, Dunbar JM, Kuske C, Porras-Alfaro A. Pleoardoris graminearum, gen. et sp. nov., a new member of Pleosporales from North American Plains, its biogeography and effects on a foundation grass species. Mycologia 2023; 115:749-767. [PMID: 37874894 DOI: 10.1080/00275514.2023.2258269] [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: 09/29/2022] [Accepted: 09/08/2023] [Indexed: 10/26/2023]
Abstract
Diverse fungi colonize plant roots worldwide and include species from many orders of the phylum Ascomycota. These fungi include taxa with dark septate hyphae that colonize grass roots and may modulate plant responses to stress. We describe a novel group of fungal isolates and evaluate their effects on the grass Bouteloua gracilis in vitro. We isolated fungi from roots of six native grasses from 24 sites spanning replicated latitudinal gradients in the south-central US grasslands and characterized isolates phylogenetically using a genome analysis. We analyzed 14 isolates representing a novel clade within the family Montagnulaceae (order Pleosporales), here typified as Pleoardoris graminearum, closely related to the genera Didymocrea and Bimuria. This novel species produces asexual, light brown pycnidium-like conidioma, hyaline hyphae, and chlamydospores when cultured on quinoa and kiwicha agar. To evaluate its effects on B. gracilis, seeds were inoculated with one of three isolates (DS304, DS334, and DS1613) and incubated at 25 C for 20 d. We also tested the effect of volatile organic compounds (VOCs) produced by the same isolates on B. gracilis root and stem lengths. Isolates had variable effects on plant growth. One isolate increased B. gracilis root length up to 34% compared with uninoculated controls. VOCs produced by two isolates increased root and stem lengths (P < 0.05) compared with controls. Internal transcribed spacer ITS2 metabarcode data revealed that P. graminearum is distributed across a wide range of sites in North America (22 of 24 sites sampled), and its relative abundance is influenced by host species identity and latitude. Host species identity and site were the most important factors determining P. graminearum relative abundance in drought experiments at the Extreme Drought in the Grasslands Experiment (EDGE) sites. Variable responses of B. gracilis to inoculation highlight the potential importance of nonmycorrhizal root-associated fungi on plant survival in arid ecosystems.
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Affiliation(s)
| | | | | | - Ari Jumpponen
- Division of Biology, Kansas State University, Manhattan, Kansas, 66506
| | - Jennifer A Rudgers
- Department of Biology, University of New Mexico, Albuquerque, New Mexico, 87131
| | - Jose Herrera
- Office of the Provost and Executive Vice President for Academic Affairs, University of Northern Iowa, Cedar Falls, Iowa, 50614
| | | | - John M Dunbar
- Los Alamos National Laboratory, Los Alamos, New Mexico, 87545
| | - Cheryl Kuske
- Los Alamos National Laboratory, Los Alamos, New Mexico, 87545
| | - Andrea Porras-Alfaro
- Institute for Environmental Studies, Western Illinois University, Macomb, Illinois
- Division of Environmental Biology, National Science Foundation, Alexandria, Virginia 22314
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Kapoor B, Onufrak A, Klingeman III W, DeBruyn JM, Cregger MA, Willcox E, Trigiano R, Hadziabdic D. Signatures of prescribed fire in the microbial communities of Cornus florida are largely undetectable five months post-fire. PeerJ 2023; 11:e15822. [PMID: 37641599 PMCID: PMC10460572 DOI: 10.7717/peerj.15822] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2023] [Accepted: 07/10/2023] [Indexed: 08/31/2023] Open
Abstract
Prescribed burn is a management tool that influences the physical structure and composition of forest plant communities and their associated microorganisms. Plant-associated microorganisms aid in host plant disease tolerance and increase nutrient availability. The effects of prescribed burn on microorganisms associated with native ecologically and economically important tree species, such as Cornus florida L. (flowering dogwood), are not well understood, particularly in aboveground plant tissues (e.g., leaf, stem, and bark tissues). The objective of this study was to use 16S rRNA gene and ITS2 region sequencing to evaluate changes in bacterial and fungal communities of five different flowering dogwood-associated niches (soil, roots, bark, stem, and leaves) five months following a prescribed burn treatment. The alpha- and beta-diversity of root bacterial/archaeal communities differed significantly between prescribed burn and unburned control-treated trees. In these bacterial/archaeal root communities, we also detected a significantly higher relative abundance of sequences identified as Acidothermaceae, a family of thermophilic bacteria. No significant differences were detected between prescribed burn-treated and unburned control trees in bulk soils or bark, stem, or leaf tissues. The findings of our study suggest that prescribed burn does not significantly alter the aboveground plant-associated microbial communities of flowering dogwood trees five months following the prescribed burn application. Further studies are required to better understand the short- and long-term effects of prescribed burns on the microbial communities of forest trees.
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Affiliation(s)
- Beant Kapoor
- Department of Entomology and Plant Pathology, University of Tennessee-Knoxville, Knoxville, Tennessee, United States
| | - Aaron Onufrak
- Department of Entomology and Plant Pathology, University of Tennessee-Knoxville, Knoxville, Tennessee, United States
| | - William Klingeman III
- Department of Plant Sciences, University of Tennessee-Knoxville, Knoxville, Tennessee, United States
| | - Jennifer M. DeBruyn
- Department of Biosystems Engineering and Soil Science, University of Tennessee-Knoxville, Knoxville, Tennessee, United States
| | - Melissa A. Cregger
- Biosciences Division, Oak Ridge National Laboratory, Oak Ridge, Tennessee, United States
| | - Emma Willcox
- Department of Forestry, Wildlife and Fisheries, University of Tennessee-Knoxville, Knoxville, Tennessee, United States
| | - Robert Trigiano
- Department of Entomology and Plant Pathology, University of Tennessee-Knoxville, Knoxville, Tennessee, United States
| | - Denita Hadziabdic
- Department of Entomology and Plant Pathology, University of Tennessee-Knoxville, Knoxville, Tennessee, United States
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8
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Mataigne V, Vannier N, Vandenkoornhuyse P, Hacquard S. Multi-genome metabolic modeling predicts functional inter-dependencies in the Arabidopsis root microbiome. MICROBIOME 2022; 10:217. [PMID: 36482420 PMCID: PMC9733318 DOI: 10.1186/s40168-022-01383-z] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/23/2022] [Accepted: 09/23/2022] [Indexed: 05/28/2023]
Abstract
BACKGROUND From a theoretical ecology point of view, microbiomes are far more complex than expected. Besides competition and competitive exclusion, cooperative microbe-microbe interactions have to be carefully considered. Metabolic dependencies among microbes likely explain co-existence in microbiota. METHODOLOGY In this in silico study, we explored genome-scale metabolic models (GEMs) of 193 bacteria isolated from Arabidopsis thaliana roots. We analyzed their predicted producible metabolites under simulated nutritional constraints including "root exudate-mimicking growth media" and assessed the potential of putative metabolic exchanges of by- and end-products to avoid those constraints. RESULTS We found that the genome-encoded metabolic potential is quantitatively and qualitatively clustered by phylogeny, highlighting metabolic differentiation between taxonomic groups. Random, synthetic combinations of increasing numbers of strains (SynComs) indicated that the number of producible compounds by GEMs increased with average phylogenetic distance, but that most SynComs were centered around an optimal phylogenetic distance. Moreover, relatively small SynComs could reflect the capacity of the whole community due to metabolic redundancy. Inspection of 30 specific end-product metabolites (i.e., target metabolites: amino acids, vitamins, phytohormones) indicated that the majority of the strains had the genetic potential to produce almost all the targeted compounds. Their production was predicted (1) to depend on external nutritional constraints and (2) to be facilitated by nutritional constraints mimicking root exudates, suggesting nutrient availability and root exudates play a key role in determining the number of producible metabolites. An answer set programming solver enabled the identification of numerous combinations of strains predicted to depend on each other to produce these targeted compounds under severe nutritional constraints thus indicating a putative sub-community level of functional redundancy. CONCLUSIONS This study predicts metabolic restrictions caused by available nutrients in the environment. By extension, it highlights the importance of the environment for niche potential, realization, partitioning, and overlap. Our results also suggest that metabolic dependencies and cooperation among root microbiota members compensate for environmental constraints and help maintain co-existence in complex microbial communities. Video Abstract.
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Affiliation(s)
- Victor Mataigne
- Université de Rennes 1, CNRS, UMR6553 ECOBIO, Campus Beaulieu, 35000, Rennes, France
- Max Planck Institute for Plant Breeding Research, Department of Plant Microbe Interactions, 50829, Cologne, Germany
| | - Nathan Vannier
- Max Planck Institute for Plant Breeding Research, Department of Plant Microbe Interactions, 50829, Cologne, Germany
| | | | - Stéphane Hacquard
- Max Planck Institute for Plant Breeding Research, Department of Plant Microbe Interactions, 50829, Cologne, Germany.
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9
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Ravigné V, Becker N, Massol F, Guichoux E, Boury C, Mahé F, Facon B. Fruit fly phylogeny imprints bacterial gut microbiota. Evol Appl 2022; 15:1621-1638. [PMID: 36330298 PMCID: PMC9624087 DOI: 10.1111/eva.13352] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2021] [Revised: 01/20/2022] [Accepted: 01/24/2022] [Indexed: 11/30/2022] Open
Abstract
One promising avenue for reconciling the goals of crop production and ecosystem preservation consists in the manipulation of beneficial biotic interactions, such as between insects and microbes. Insect gut microbiota can affect host fitness by contributing to development, host immunity, nutrition, or behavior. However, the determinants of gut microbiota composition and structure, including host phylogeny and host ecology, remain poorly known. Here, we used a well-studied community of eight sympatric fruit fly species to test the contributions of fly phylogeny, fly specialization, and fly sampling environment on the composition and structure of bacterial gut microbiota. Comprising both specialists and generalists, these species belong to five genera from to two tribes of the Tephritidae family. For each fly species, one field and one laboratory samples were studied. Bacterial inventories to the genus level were produced using 16S metabarcoding with the Oxford Nanopore Technology. Sample bacterial compositions were analyzed with recent network-based clustering techniques. Whereas gut microbiota were dominated by the Enterobacteriaceae family in all samples, microbial profiles varied across samples, mainly in relation to fly identity and sampling environment. Alpha diversity varied across samples and was higher in the Dacinae tribe than in the Ceratitinae tribe. Network analyses allowed grouping samples according to their microbial profiles. The resulting groups were very congruent with fly phylogeny, with a significant modulation of sampling environment, and with a very low impact of fly specialization. Such a strong imprint of host phylogeny in sympatric fly species, some of which share much of their host plants, suggests important control of fruit flies on their gut microbiota through vertical transmission and/or intense filtering of environmental bacteria.
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Affiliation(s)
- Virginie Ravigné
- CIRADUMR PHIMMontpellierFrance
- PHIMUniv MontpellierCIRADINRAEInstitut AgroIRDMontpellierFrance
| | | | - François Massol
- InsermCHU LilleInstitut Pasteur de LilleU1019 – UMR 9017Center for Infection and Immunity of Lille (CIIL)CNRSUniversité de LilleLilleFrance
| | - Erwan Guichoux
- INRAE ‐ UMR 1202 BIOGECO ‐ Plateforme Genome Transcriptome de BordeauxCestasFrance
| | - Christophe Boury
- INRAE ‐ UMR 1202 BIOGECO ‐ Plateforme Genome Transcriptome de BordeauxCestasFrance
| | - Frédéric Mahé
- CIRADUMR PHIMMontpellierFrance
- PHIMUniv MontpellierCIRADINRAEInstitut AgroIRDMontpellierFrance
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10
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Blakney AJC, Bainard LD, St-Arnaud M, Hijri M. Brassicaceae host plants mask the feedback from the previous year's soil history on bacterial communities, except when they experience drought. Environ Microbiol 2022; 24:3529-3548. [PMID: 35590462 DOI: 10.1111/1462-2920.16046] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2021] [Revised: 05/09/2022] [Accepted: 05/10/2022] [Indexed: 11/27/2022]
Abstract
Soil history operates through time to influence the structure and biodiversity of soil bacterial communities. Examining how different soil histories endure will help clarify the rules of bacterial community assembly. In this study, we established three different soil histories in field trials; the following year these plots were planted with five different Brassicaceae species. We hypothesized that the previously established soil histories would continue to structure the subsequent Brassicaceae bacterial root and rhizosphere communities. We used a MiSeq 16S rRNA metabarcoding strategy to determine the impact of different soil histories on the structure and biodiversity of the bacterial root and rhizosphere communities from the five different Brassicaceae host plants. We found that the Brassicaceae hosts were consistently significant factors in structuring the bacterial communities. Four host plants (Sinapis alba, Brassica napus, B. juncea, B. carinata) formed similar bacterial communities, regardless of different soil histories. Camelina sativa host plants structured phylogenetically distinct bacterial communities compared to the other hosts, particularly in their roots. Soil history established the previous year was only a significant factor for bacterial community structure when the feedback of the Brassicaceae host plants was weakened, potentially due to limited soil moisture during a dry year. Understanding how soil history is involved in the structure and biodiversity of bacterial communities through time is a limitation in microbial ecology and is required for employing microbiome technologies in improving agricultural systems. This article is protected by copyright. All rights reserved.
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Affiliation(s)
- Andrew J C Blakney
- Institut de recherche en biologie végétale, Département de Sciences Biologiques, Université de Montréal and Jardin botanique de Montréal, Montréal, QC, Canada
| | - Luke D Bainard
- Agassiz Research and Development Centre, AgricuSlture and Agri-Food Canada, Agassiz, BC, V0M 1A2, Canada
| | - Marc St-Arnaud
- Institut de recherche en biologie végétale, Département de Sciences Biologiques, Université de Montréal and Jardin botanique de Montréal, Montréal, QC, Canada
| | - Mohamed Hijri
- Institut de recherche en biologie végétale, Département de Sciences Biologiques, Université de Montréal and Jardin botanique de Montréal, Montréal, QC, Canada.,African Genome Center, Mohammed VI Polytechnic University (UM6P), Lot 660, Hay Moulay Rachid, Ben Guerir, 43150, Morocco
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11
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Berrios L. The genus Caulobacter and its role in plant microbiomes. World J Microbiol Biotechnol 2022; 38:43. [PMID: 35064419 DOI: 10.1007/s11274-022-03237-0] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2021] [Accepted: 01/17/2022] [Indexed: 11/27/2022]
Abstract
Recent omics approaches have revealed the prevalent microbial taxa that constitute the microbiome of various plant species. Across global scales and environmental conditions, strains belonging to the bacterial genus Caulobacter have consistently been found in association with various plant species. Aligned with agroecological relevance and biotechnological advances, many scientific communications have demonstrated that several Caulobacter strains (spanning several Caulobacter species) harbor the potential to enhance plant biomass for various plant species ranging from Arabidopsis to Citrullus and Zea mays. In the past several years, co-occurrence data have driven mechanistically resolved communications about select Caulobacter-plant interactions. Given the long-standing history of Caulobacter as a model organism for cell cycle regulation, genetic studies, and the prevalence of Caulobacter species in various plant microbiomes, the genus Caulobacter offers researchers a unique opportunity to leverage for investigating plant-microbe interactions and realizing targeted biotechnological applications. In this review, recent developments regarding Caulobacter-plant interactions are presented in terms of model utility for future biotechnological investigations.
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Affiliation(s)
- Louis Berrios
- Department of Biology, Stanford University, Stanford, CA, USA.
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12
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Metagenomic Sequencing Reveals that the Assembly of Functional Genes and Taxa Varied Highly and Lacked Redundancy in the Earthworm Gut Compared with Soil under Vanadium Stress. mSystems 2022; 7:e0125321. [PMID: 35089099 PMCID: PMC8725585 DOI: 10.1128/msystems.01253-21] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022] Open
Abstract
Exploring the ecological mechanism of microbial community assembly in soil and the earthworm gut in a vanadium polluted environment could help us understand the effects of vanadium stress on microbial diversity maintenance and function, as well as the mechanism of microbial mitigation of vanadium stress. Combining metagenomic sequencing and abundance distribution models, we explored the assembly of earthworm intestinal bacteria and native soil bacteria after 21 days of earthworm exposure to a gradient level of vanadate (0 to 300 mg kg−1) in soil. Stochastic processes dominated the assembly of both genes and taxa in earthworm gut and soil. Both the composition of taxa and functional genes in earthworm gut varied highly with the vanadium concentration, while in soil, only the taxa changed significantly, whereas the functional genes were relatively stable. The functional redundancy in soil, but not in the earthworm gut, was confirmed by a Mantel test and analysis of similarities (ANOSIM) test. In addition, vanadium detoxifying gene (VDG)-carrying taxa were more diverse but less abundant in soil than in the worm gut; and VDGs were more abundant in soil than in the worm gut. Their wider niche breadth indicated that VDG-carrying taxa were generalists in soil, in contrast to their role in the worm gut. These results suggested that earthworm intestinal and soil microbes adopted different strategies to counteract vanadium stress. The results provide new insights into the effects of soil vanadium stress on the assembly of earthworm gut and soil microbiota from both bacterial taxa and genetic function perspectives. IMPORTANCE Metagenomic sequencing revealed the variation of functional genes in the microbial community in soil and earthworm gut with increasing vanadium concentrations, which provided a new insight to explore the effect of vanadium stress on microbial community assembly from the perspective of functional genes. Our results reinforced the view that functional genes and taxa do not appear to have a simple corresponding relationship. Taxa are more sensitive compared with functional genes, suggesting the existence of bacterial functional redundancy in soil, but not in the earthworm gut. These observations indicate different assembly patterns of earthworm intestinal and soil bacteria under vanadium stress. Thus, it is important and necessary to include genetic functions to comprehensively understand microbial community assembly.
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13
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Gottschall F, Cesarz S, Auge H, Kovach KR, Mori AS, Nock CA, Eisenhauer N. Spatiotemporal dynamics of abiotic and biotic properties explain biodiversity–ecosystem‐functioning relationships. ECOL MONOGR 2021. [DOI: 10.1002/ecm.1490] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Affiliation(s)
- Felix Gottschall
- German Centre for Integrative Biodiversity Research (iDiv) Halle‐Jena‐Leipzig Leipzig 04103 Germany
- Institute of Biology Leipzig University Leipzig 04103 Germany
| | - Simone Cesarz
- German Centre for Integrative Biodiversity Research (iDiv) Halle‐Jena‐Leipzig Leipzig 04103 Germany
- Institute of Biology Leipzig University Leipzig 04103 Germany
| | - Harald Auge
- German Centre for Integrative Biodiversity Research (iDiv) Halle‐Jena‐Leipzig Leipzig 04103 Germany
- Department of Community Ecology Helmholtz‐Centre for Environmental Research – UFZ Halle 06120 Germany
| | - Kyle R. Kovach
- Chair of Geobotany Faculty of Biology University of Freiburg Freiburg 79104 Germany
- Department of Forest and Wildlife Ecology University of Wisconsin Madison Wisconsin 53706 USA
| | - Akira S. Mori
- Graduate School of Environment and Information Sciences Yokohama National University Yokohama 240‐8501 Japan
| | - Charles A. Nock
- Chair of Geobotany Faculty of Biology University of Freiburg Freiburg 79104 Germany
- Department of Renewable Resources University of Alberta Edmonton Alberta T6G 2R3 Canada
| | - Nico Eisenhauer
- German Centre for Integrative Biodiversity Research (iDiv) Halle‐Jena‐Leipzig Leipzig 04103 Germany
- Institute of Biology Leipzig University Leipzig 04103 Germany
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14
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Shirazi S, Meyer RS, Shapiro B. Revisiting the effect of PCR replication and sequencing depth on biodiversity metrics in environmental DNA metabarcoding. Ecol Evol 2021; 11:15766-15779. [PMID: 34824788 PMCID: PMC8601883 DOI: 10.1002/ece3.8239] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2021] [Revised: 09/22/2021] [Accepted: 09/27/2021] [Indexed: 11/30/2022] Open
Abstract
Environmental DNA (eDNA) metabarcoding is an increasingly popular tool for measuring and cataloguing biodiversity. Because the environments and substrates in which DNA is preserved differ considerably, eDNA research often requires bespoke approaches to generating eDNA data. Here, we explore how two experimental choices in eDNA study design-the number of PCR replicates and the depth of sequencing of PCR replicates-influence the composition and consistency of taxa recovered from eDNA extracts. We perform 24 PCR replicates from each of six soil samples using two of the most common metabarcodes for Fungi and Viridiplantae (ITS1 and ITS2), and sequence each replicate to an average depth of ~84,000 reads. We find that PCR replicates are broadly consistent in composition and relative abundance of dominant taxa, but that low abundance taxa are often unique to one or a few PCR replicates. Taxa observed in one out of 24 PCR replicates make up 21-29% of the total taxa detected. We also observe that sequencing depth or rarefaction influences alpha diversity and beta diversity estimates. Read sampling depth influences local contribution to beta diversity, placement in ordinations, and beta dispersion in ordinations. Our results suggest that, because common taxa drive some alpha diversity estimates, few PCR replicates and low read sampling depths may be sufficient for many biological applications of eDNA metabarcoding. However, because rare taxa are recovered stochastically, eDNA metabarcoding may never fully recover the true amplifiable alpha diversity in an eDNA extract. Rare taxa drive PCR replicate outliers of alpha and beta diversity and lead to dispersion differences at different read sampling depths. We conclude that researchers should consider the complexity and unevenness of a community when choosing analytical approaches, read sampling depths, and filtering thresholds to arrive at stable estimates.
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Affiliation(s)
- Sabrina Shirazi
- Department of Ecology and Evolutionary BiologyUniversity of California Santa CruzSanta CruzCaliforniaUSA
| | - Rachel S. Meyer
- Department of Ecology and Evolutionary BiologyUniversity of California Santa CruzSanta CruzCaliforniaUSA
| | - Beth Shapiro
- Department of Ecology and Evolutionary BiologyUniversity of California Santa CruzSanta CruzCaliforniaUSA
- Howard Hughes Medical InstituteUniversity of California Santa CruzSanta CruzCaliforniaUSA
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15
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Hoeber S, Baum C, Weih M, Manzoni S, Fransson P. Site-Dependent Relationships Between Fungal Community Composition, Plant Genotypic Diversity and Environmental Drivers in a Salix Biomass System. FRONTIERS IN FUNGAL BIOLOGY 2021; 2:671270. [PMID: 37744105 PMCID: PMC10512226 DOI: 10.3389/ffunb.2021.671270] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 03/08/2021] [Accepted: 07/12/2021] [Indexed: 09/26/2023]
Abstract
Soil fungi are strongly affected by plant species or genotypes since plants modify their surrounding environment, but the effects of plant genotype diversity on fungal diversity and function have not been extensively studied. The interactive responses of fungal community composition to plant genotypic diversity and environmental drivers were investigated in Salix biomass systems, posing questions about: (1) How fungal diversity varies as a function of plant genotype diversity; (2) If plant genotype identity is a strong driver of fungal community composition also in plant mixtures; (3) How the fungal communities change through time (seasonally and interannually)?; and (4) Will the proportion of ECM fungi increase over the rotation? Soil samples were collected over 4 years, starting preplanting from two Salix field trials, including four genotypes with contrasting phenology and functional traits, and genotypes were grown in all possible combinations (four genotypes in Uppsala, Sweden, two in Rostock, Germany). Fungal communities were identified, using Pacific Biosciences sequencing of fungal ITS2 amplicons. We found some site-dependent relationships between fungal community composition and genotype or diversity level, and site accounted for the largest part of the variation in fungal community composition. Rostock had a more homogenous community structure, with significant effects of genotype, diversity level, and the presence of one genotype ("Loden") on fungal community composition. Soil properties and plant and litter traits contributed to explaining the variation in fungal species composition. The within-season variation in composition was of a similar magnitude to the year-to-year variation. The proportion of ECM fungi increased over time irrespective of plant genotype diversity, and, in Uppsala, the 4-mixture showed a weaker response than other combinations. Species richness was generally higher in Uppsala compared with that in Rostock and increased over time, but did not increase with plant genotype diversity. This significant site-specificity underlines the need for consideration of diverse sites to draw general conclusions of temporal variations and functioning of fungal communities. A significant increase in ECM colonization of soil under the pioneer tree Salix on agricultural soils was evident and points to changed litter decomposition and soil carbon dynamics during Salix growth.
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Affiliation(s)
- Stefanie Hoeber
- Department of Crop Production Ecology, Swedish University of Agricultural Sciences, Uppsala, Sweden
| | - Christel Baum
- Soil Science, Faculty of Agricultural and Environmental Sciences, University of Rostock, Rostock, Germany
| | - Martin Weih
- Department of Crop Production Ecology, Swedish University of Agricultural Sciences, Uppsala, Sweden
| | - Stefano Manzoni
- Department of Physical Geography and Bolin Centre for Climate Research, Stockholm University, Stockholm, Sweden
| | - Petra Fransson
- Department of Forest Mycology and Plant Pathology, Uppsala BioCenter, Swedish University of Agricultural Sciences, Uppsala, Sweden
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16
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Mestre MC, Fontenla S. Yeast communities associated with ectomycorrhizal fungi in different Nothofagus forests of northwestern Patagonia. Symbiosis 2021. [DOI: 10.1007/s13199-021-00782-4] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/16/2023]
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17
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Zumpf C, Cacho J, Grasse N, Quinn J, Hampton-Marcell J, Armstrong A, Campbell P, Negri MC, Lee DK. Influence of shrub willow buffers strategically integrated in an Illinois corn-soybean field on soil health and microbial community composition. THE SCIENCE OF THE TOTAL ENVIRONMENT 2021; 772:145674. [PMID: 33663956 DOI: 10.1016/j.scitotenv.2021.145674] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/25/2020] [Revised: 02/02/2021] [Accepted: 02/02/2021] [Indexed: 06/12/2023]
Abstract
Soil serves many important ecological functions and is an integral part of our existence as a society. However, concerns for soil health are growing globally, in part due to the negative impacts of agricultural management on soil resources. The production of perennial bioenergy crops on marginal land in row-crop production systems is one solution that could improve land-use efficiency and address the sustainability of cropland management. Because the relationship between crop management and the environment is complex, more research is needed to evaluate the potential benefits perennial bioenergy crop production has on soil health, as well as other ecosystem services. In this study, shrub willow buffers were strategically integrated into a corn-soybean cropping system with the main objective of reducing nitrate-N leaching from grain crop production while producing biomass for bioenergy. Two buffer systems (defined by landscape positions) were included for comparison, one on marginal land with exposure to nitrate-N leaching from upslope grain (southern plots) and one on fertile soils with less nitrate-N leaching potential (northern plots). Evaluation of soil (chemistry, bulk density, microbial community) and shrub willow vegetation properties (fine roots, leaf litter decomposition, and nutrient uptake dynamics), showed that landscape position plays an important role in (1) the dynamics of soil chemical properties, (2) shrub willow's influence and productivity, and (3) the provision of additional ecosystem services such as reductions in nitrous oxide emissions and nitrate-N leaching. In addition, the combination of crop type and landscape position (N-grain, N-willow, S-grain, and S-willow) influenced the species composition of the soil microbial community, resulting in unique and identifiable communities. These results highlight the potential application of shrub willow buffers for ecosystem service provision and support of ecosystem processes; however, understanding the relationship between the microbial community, crop type, and landscape is important for understanding the sustainability of the design.
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Affiliation(s)
- Colleen Zumpf
- Argonne National Laboratory, Environmental Science Division, 9700 S. Cass Avenue, Lemont, IL 60439, USA.
| | - Jules Cacho
- Argonne National Laboratory, Environmental Science Division, 9700 S. Cass Avenue, Lemont, IL 60439, USA
| | - Nora Grasse
- Argonne National Laboratory, Environmental Science Division, 9700 S. Cass Avenue, Lemont, IL 60439, USA
| | - John Quinn
- Argonne National Laboratory, Environmental Science Division, 9700 S. Cass Avenue, Lemont, IL 60439, USA
| | - Jarrad Hampton-Marcell
- Argonne National Laboratory, Bioscience Division, 9700 S. Cass Avenue, Lemont, IL 60439, USA
| | - Abigail Armstrong
- Argonne National Laboratory, Environmental Science Division, 9700 S. Cass Avenue, Lemont, IL 60439, USA
| | - Patty Campbell
- Argonne National Laboratory, Environmental Science Division, 9700 S. Cass Avenue, Lemont, IL 60439, USA
| | - M Cristina Negri
- Argonne National Laboratory, Environmental Science Division, 9700 S. Cass Avenue, Lemont, IL 60439, USA
| | - D K Lee
- University of Illinois Urbana-Champaign, Crop Science Department, 1102 S. Goodwin Ave., Urbana, IL, USA
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18
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Li T, Wu S, Yang W, Selosse MA, Gao J. How Mycorrhizal Associations Influence Orchid Distribution and Population Dynamics. FRONTIERS IN PLANT SCIENCE 2021; 12:647114. [PMID: 34025695 PMCID: PMC8138319 DOI: 10.3389/fpls.2021.647114] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/29/2020] [Accepted: 04/13/2021] [Indexed: 05/04/2023]
Abstract
Orchid distribution and population dynamics are influenced by a variety of ecological factors and the formation of holobionts, which play key roles in colonization and ecological community construction. Seed germination, seedling establishment, reproduction, and survival of orchid species are strongly dependent on orchid mycorrhizal fungi (OMF), with mycorrhizal cheating increasingly observed in photosynthetic orchids. Therefore, changes in the composition and abundance of OMF can have profound effects on orchid distribution and fitness. Network analysis is an important tool for the study of interactions between plants, microbes, and the environment, because of the insights that it can provide into the interactions and coexistence patterns among species. Here, we provide a comprehensive overview, systematically describing the current research status of the effects of OMF on orchid distribution and dynamics, phylogenetic signals in orchid-OMF interactions, and OMF networks. We argue that orchid-OMF associations exhibit complementary and specific effects that are highly adapted to their environment. Such specificity of associations may affect the niche breadth of orchid species and act as a stabilizing force in plant-microbe coevolution. We postulate that network analysis is required to elucidate the functions of fungal partners beyond their effects on germination and growth. Such studies may lend insight into the microbial ecology of orchids and provide a scientific basis for the protection of orchids under natural conditions in an efficient and cost-effective manner.
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Affiliation(s)
- Taiqiang Li
- Yunnan Key Laboratory of Plant Reproductive Adaptation and Evolutionary Ecology, Yunnan University, Kunming, China
- Laboratory of Ecology and Evolutionary Biology, Yunnan University, Kunming, China
| | - Shimao Wu
- Yunnan Key Laboratory of Plant Reproductive Adaptation and Evolutionary Ecology, Yunnan University, Kunming, China
- Laboratory of Ecology and Evolutionary Biology, Yunnan University, Kunming, China
| | - Wenke Yang
- Yunnan Key Laboratory of Plant Reproductive Adaptation and Evolutionary Ecology, Yunnan University, Kunming, China
- Laboratory of Ecology and Evolutionary Biology, Yunnan University, Kunming, China
| | - Marc-André Selosse
- Yunnan Key Laboratory of Plant Reproductive Adaptation and Evolutionary Ecology, Yunnan University, Kunming, China
- Laboratory of Ecology and Evolutionary Biology, Yunnan University, Kunming, China
- Institut de Systématique, Évolution, Biodiversité, UMR 7205, CNRS, MNHN, UPMC, EPHE, Muséum National d’Histoire Naturelle, Sorbonne Universités, Paris, France
- Department of Plant Taxonomy and Nature Conservation, Faculty of Biology, University of Gdańsk, Gdańsk, Poland
| | - Jiangyun Gao
- Yunnan Key Laboratory of Plant Reproductive Adaptation and Evolutionary Ecology, Yunnan University, Kunming, China
- Laboratory of Ecology and Evolutionary Biology, Yunnan University, Kunming, China
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19
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Zhao N, Yang B, Lu W, Liu X, Zhao J, Ge L, Zhu Y, Lai H, Paul Ross R, Chen W, Zhang H. Divergent role of abiotic factors in shaping microbial community assembly of paocai brine during aging process. Food Res Int 2020; 137:109559. [DOI: 10.1016/j.foodres.2020.109559] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2019] [Revised: 12/18/2019] [Accepted: 07/15/2020] [Indexed: 01/31/2023]
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20
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Arraiano-Castilho R, Bidartondo M, Niskanen T, Zimmermann S, Frey B, Brunner I, Senn-Irlet B, Hörandl E, Gramlich S, Suz L. Plant-fungal interactions in hybrid zones: Ectomycorrhizal communities of willows (Salix) in an alpine glacier forefield. FUNGAL ECOL 2020. [DOI: 10.1016/j.funeco.2020.100936] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
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21
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David AS, Thapa‐Magar KB, Menges ES, Searcy CA, Afkhami ME. Do plant–microbe interactions support the Stress Gradient Hypothesis? Ecology 2020; 101:e03081. [DOI: 10.1002/ecy.3081] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/05/2019] [Revised: 02/15/2020] [Accepted: 03/18/2020] [Indexed: 12/19/2022]
Affiliation(s)
- Aaron S. David
- Department of Biology University of Miami 1301 Memorial Drive Coral Gables 33146 Florida USA
| | - Khum B. Thapa‐Magar
- Department of Biology University of Miami 1301 Memorial Drive Coral Gables 33146 Florida USA
| | - Eric S. Menges
- Archbold Biological Station 123 Main Drive Venus 33960 Florida USA
| | - Christopher A. Searcy
- Department of Biology University of Miami 1301 Memorial Drive Coral Gables 33146 Florida USA
| | - Michelle E. Afkhami
- Department of Biology University of Miami 1301 Memorial Drive Coral Gables 33146 Florida USA
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22
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Wang YL, Gao C, Chen L, Ji NN, Wu BW, Li XC, Lü PP, Zheng Y, Guo LD. Host plant phylogeny and geographic distance strongly structure Betulaceae-associated ectomycorrhizal fungal communities in Chinese secondary forest ecosystems. FEMS Microbiol Ecol 2020; 95:5393368. [PMID: 30889238 DOI: 10.1093/femsec/fiz037] [Citation(s) in RCA: 22] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2019] [Accepted: 03/17/2019] [Indexed: 11/14/2022] Open
Abstract
Environmental filtering and dispersal limitation are two of the primary drivers of community assembly in ecosystems, but their effects on ectomycorrhizal (EM) fungal communities associated with wide ranges of Betulaceae taxa at a large scale are poorly documented. In this study, we examined EM fungal communities associated with 23 species from four genera (Alnus, Betula, Carpinus and Corylus) of Betulaceae in Chinese secondary forest ecosystems, using Illumina MiSeq sequencing of the ITS2 region. Effects of host plant phylogeny, soil, climate and geographic distance on EM fungal community were explored. In total, we distinguished 1738 EM fungal operational taxonomic units (OTUs) at a 97% sequence similarity level. The EM fungal communities of Alnus had significantly lower OTU richness than those associated with the other three plant genera. The EM fungal OTU richness was significantly affected by geographic distance, host plant phylogeny, soil and climate. The EM fungal community composition was significantly influenced by host plant phylogeny (12.1% of variation explained in EM fungal community), geographic distance (7.7%), soil (4.6%) and climate (1.1%). This finding highlights that environmental filtering linked to host plant phylogeny and dispersal limitation strongly influence EM fungal communities associated with Betulaceae plants in Chinese secondary forest ecosystems.
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Affiliation(s)
- Yong-Long Wang
- State Key Laboratory of Mycology, Institute of Microbiology, Chinese Academy of Sciences, Beijing 100101, China
- College of Life Sciences, University of Chinese Academy of Sciences, Beijing 100049, China
| | - Cheng Gao
- State Key Laboratory of Mycology, Institute of Microbiology, Chinese Academy of Sciences, Beijing 100101, China
| | - Liang Chen
- State Key Laboratory of Mycology, Institute of Microbiology, Chinese Academy of Sciences, Beijing 100101, China
| | - Niu-Niu Ji
- State Key Laboratory of Mycology, Institute of Microbiology, Chinese Academy of Sciences, Beijing 100101, China
- College of Life Sciences, University of Chinese Academy of Sciences, Beijing 100049, China
| | - Bin-Wei Wu
- State Key Laboratory of Mycology, Institute of Microbiology, Chinese Academy of Sciences, Beijing 100101, China
- College of Life Sciences, University of Chinese Academy of Sciences, Beijing 100049, China
| | - Xing-Chun Li
- State Key Laboratory of Mycology, Institute of Microbiology, Chinese Academy of Sciences, Beijing 100101, China
| | - Peng-Peng Lü
- State Key Laboratory of Mycology, Institute of Microbiology, Chinese Academy of Sciences, Beijing 100101, China
- College of Life Sciences, University of Chinese Academy of Sciences, Beijing 100049, China
| | - Yong Zheng
- State Key Laboratory of Mycology, Institute of Microbiology, Chinese Academy of Sciences, Beijing 100101, China
| | - Liang-Dong Guo
- State Key Laboratory of Mycology, Institute of Microbiology, Chinese Academy of Sciences, Beijing 100101, China
- College of Life Sciences, University of Chinese Academy of Sciences, Beijing 100049, China
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23
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Abstract
Phylosymbiosis was recently formulated to support a hypothesis-driven framework for the characterization of a new, cross-system trend in host-associated microbiomes. Defining phylosymbiosis as 'microbial community relationships that recapitulate the phylogeny of their host', we review the relevant literature and data in the last decade, emphasizing frequently used methods and regular patterns observed in analyses. Quantitative support for phylosymbiosis is provided by statistical methods evaluating higher microbiome variation between host species than within host species, topological similarities between the host phylogeny and microbiome dendrogram, and a positive association between host genetic relationships and microbiome beta diversity. Significant degrees of phylosymbiosis are prevalent, but not universal, in microbiomes of plants and animals from terrestrial and aquatic habitats. Consistent with natural selection shaping phylosymbiosis, microbiome transplant experiments demonstrate reduced host performance and/or fitness upon host-microbiome mismatches. Hybridization can also disrupt phylosymbiotic microbiomes and cause hybrid pathologies. The pervasiveness of phylosymbiosis carries several important implications for advancing knowledge of eco-evolutionary processes that impact host-microbiome interactions and future applications of precision microbiology. Important future steps will be to examine phylosymbiosis beyond bacterial communities, apply evolutionary modelling for an increasingly sophisticated understanding of phylosymbiosis, and unravel the host and microbial mechanisms that contribute to the pattern. This review serves as a gateway to experimental, conceptual and quantitative themes of phylosymbiosis and outlines opportunities ripe for investigation from a diversity of disciplines.
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Affiliation(s)
- Shen Jean Lim
- Department of Biological Sciences, Vanderbilt University, Nashville, TN, USA
| | - Seth R Bordenstein
- Department of Biological Sciences, Vanderbilt University, Nashville, TN, USA.,Vanderbilt Microbiome Initiative, Vanderbilt University, Nashville, TN, USA.,Department of Pathology, Microbiology, and Immunology, Vanderbilt University Medical Center, Nashville, TN, USA.,Vanderbilt Institute for Infection, Immunology, and Inflammation, Vanderbilt University Medical Center, Nashville, TN, USA
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24
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Lu M, Ren Y, Wang S, Tian K, Sun X, Peng S. Contribution of soil variables to bacterial community composition following land use change in Napahai plateau wetlands. JOURNAL OF ENVIRONMENTAL MANAGEMENT 2019; 246:77-84. [PMID: 31176182 DOI: 10.1016/j.jenvman.2019.05.149] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/19/2018] [Revised: 05/27/2019] [Accepted: 05/29/2019] [Indexed: 05/22/2023]
Abstract
Land use changes have significant modifications on soil conditions, which is likely to induce alterations in the soil bacterial communities. Little is known about the respective contributions of soil variables to these changes in bacterial communities. For this study, high-throughput sequencing technology was applied to measure the change in bacterial community compositions under the effects of soil variables across three land-use types (i.e., reference, degraded, and agricultural wetlands) in the Napahai plateau. Compared with the reference wetland, a pronounced decrease (1.5-5.3 times) in soil water content, soil organic matter, and total and available nitrogen was observed in degraded and agricultural wetlands. However, a conspicuous increase (1.3-5.7 times) was found for the total and available phosphorus, and potassium. Land use also strongly affected the taxonomic composition of soil bacterial assemblages, changing the normalized ratio of Acidobacteria to Proteobacteia, or to δ-proteobacteia. Soil properties had different contributions to the variations in abundance composition of bacterial community. Soil available phosphorus and potassium were the best predictors for changes in bacterial community composition, explaining 80.9% and 82% of the variations, respectively. In contrast, soil organic matter, carbon/nitrogen, total phosphorus, and total and available nitrogen accounted for 58.7-72.7% of the variations in bacterial community composition. Soil pH (24.6%) and soil water content (40.4%) had a minor contribution. Our data suggested that the compositional alterations of microbial communities following land-use change were likely realized through modifications in the availability of primary soil nutrients in the Napahai plateau wetlands.
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Affiliation(s)
- Mei Lu
- College of Ecology and Environment, Southwest Forestry University, 300 Bailongsi, Kunming, 650224, PR China
| | - Yulian Ren
- College of Ecology and Environment, Southwest Forestry University, 300 Bailongsi, Kunming, 650224, PR China
| | - Shaojun Wang
- College of Ecology and Environment, Southwest Forestry University, 300 Bailongsi, Kunming, 650224, PR China; College of Biology and the Environment, Joint Center for Sustainable Forestry in Southern China, Nanjing Forestry University, Nanjing, 210037, PR China.
| | - Kun Tian
- (b)National Plateau Wetlands Research Center, Southwest Forestry University, 300 Bailongsi, Kunming, 650224, PR China
| | - Xiangyang Sun
- School of Forestry, Beijing Forestry University, 35 East Qinghua Road, Beijing, 100083, PR China
| | - Shuxian Peng
- School of Ecology and Environmental Science, Yunnan University, 2 North Cuihu Road, Kunming, 650091, PR China
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25
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O'Brien AM, Sawers RJ, Strauss SY, Ross‐Ibarra J. Adaptive phenotypic divergence in an annual grass differs across biotic contexts*. Evolution 2019; 73:2230-2246. [DOI: 10.1111/evo.13818] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2019] [Accepted: 06/16/2019] [Indexed: 12/20/2022]
Affiliation(s)
- Anna M. O'Brien
- Center for Population Biology University of California Davis California 95616
- Department of Plant Sciences University of California Davis California 95616
- Department of Evolution and Ecology University of California Davis California 95616
- Department of Ecology and Evolutionary Biology University of Toronto Toronto Ontario M5S 3B2 Canada
| | - Ruairidh J.H. Sawers
- Laboratorio Nacional de Genómica para la Biodiversidad (LANGEBIO) Centro de Investigación y de Estudios Avanzados del Instituto Politécnico Nacional (CINVESTAV‐IPN) Irapuato 36821 Guanajuato Mexico
| | - Sharon Y. Strauss
- Center for Population Biology University of California Davis California 95616
- Department of Evolution and Ecology University of California Davis California 95616
| | - Jeffrey Ross‐Ibarra
- Center for Population Biology University of California Davis California 95616
- Department of Plant Sciences University of California Davis California 95616
- Department of Evolution and Ecology University of California Davis California 95616
- Genome Center University of California Davis California 95616
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26
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Ji N, Gao C, Sandel B, Zheng Y, Chen L, Wu B, Li X, Wang Y, Lü P, Sun X, Guo L. Late Quaternary climate change explains soil fungal community composition rather than fungal richness in forest ecosystems. Ecol Evol 2019; 9:6678-6692. [PMID: 31236252 PMCID: PMC6580281 DOI: 10.1002/ece3.5247] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2019] [Revised: 04/21/2019] [Accepted: 04/23/2019] [Indexed: 12/22/2022] Open
Abstract
The dramatic climate fluctuations of the late Quaternary have influenced the diversity and composition of macroorganism communities, but how they structure belowground microbial communities is less well known. Fungi constitute an important component of soil microorganism communities. They play an important role in biodiversity maintenance, community assembly, and ecosystem functioning, and differ from many macroorganisms in many traits. Here, we examined soil fungal communities in Chinese temperate, subtropical, and tropic forests using Illumina MiSeq sequencing of the fungal ITS1 region. The relative effect of late Quaternary climate change and contemporary environment (plant, soil, current climate, and geographic distance) on the soil fungal community was analyzed. The richness of the total fungal community, along with saprotrophic, ectomycorrhizal (EM), and pathogenic fungal communities, was influenced primarily by the contemporary environment (plant and/or soil) but not by late Quaternary climate change. Late Quaternary climate change acted in concert with the contemporary environment to shape total, saprotrophic, EM, and pathogenic fungal community compositions and with a stronger effect in temperate forest than in tropic-subtropical forest ecosystems. Some contemporary environmental factors influencing total, saprotrophic, EM, and pathogenic fungal communities in temperate and tropic-subtropical forests were different. We demonstrate that late Quaternary climate change can help to explain current soil fungal community composition and argue that climatic legacies can help to predict soil fungal responses to climate change.
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Affiliation(s)
- Niu‐Niu Ji
- State Key Laboratory of Mycology, Institute of MicrobiologyChinese Academy of SciencesBeijingChina
- College of Life SciencesUniversity of Chinese Academy of SciencesBeijingChina
| | - Cheng Gao
- State Key Laboratory of Mycology, Institute of MicrobiologyChinese Academy of SciencesBeijingChina
| | - Brody Sandel
- Department of BiologySanta Clara UniversitySanta ClaraCalifornia
| | - Yong Zheng
- State Key Laboratory of Mycology, Institute of MicrobiologyChinese Academy of SciencesBeijingChina
| | - Liang Chen
- State Key Laboratory of Mycology, Institute of MicrobiologyChinese Academy of SciencesBeijingChina
| | - Bin‐Wei Wu
- State Key Laboratory of Mycology, Institute of MicrobiologyChinese Academy of SciencesBeijingChina
- College of Life SciencesUniversity of Chinese Academy of SciencesBeijingChina
| | - Xing‐Chun Li
- State Key Laboratory of Mycology, Institute of MicrobiologyChinese Academy of SciencesBeijingChina
| | - Yong‐Long Wang
- State Key Laboratory of Mycology, Institute of MicrobiologyChinese Academy of SciencesBeijingChina
- College of Life SciencesUniversity of Chinese Academy of SciencesBeijingChina
| | - Peng‐Peng Lü
- State Key Laboratory of Mycology, Institute of MicrobiologyChinese Academy of SciencesBeijingChina
- College of Life SciencesUniversity of Chinese Academy of SciencesBeijingChina
| | - Xiang Sun
- State Key Laboratory of Mycology, Institute of MicrobiologyChinese Academy of SciencesBeijingChina
| | - Liang‐Dong Guo
- State Key Laboratory of Mycology, Institute of MicrobiologyChinese Academy of SciencesBeijingChina
- College of Life SciencesUniversity of Chinese Academy of SciencesBeijingChina
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27
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Yang T, Tedersoo L, Soltis PS, Soltis DE, Gilbert JA, Sun M, Shi Y, Wang H, Li Y, Zhang J, Chen Z, Lin H, Zhao Y, Fu C, Chu H. Phylogenetic imprint of woody plants on the soil mycobiome in natural mountain forests of eastern China. THE ISME JOURNAL 2019; 13:686-697. [PMID: 30353037 PMCID: PMC6461945 DOI: 10.1038/s41396-018-0303-x] [Citation(s) in RCA: 41] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/29/2018] [Revised: 08/26/2018] [Accepted: 09/30/2018] [Indexed: 12/19/2022]
Abstract
Recent studies have detected strong phylogenetic signals in tree-fungus associations for diseased leaves and mycorrhizal symbioses. However, the extent of plant phylogenetic constraints on the free-living soil mycobiome remains unknown, especially at broad geographic scales. Here, 343 soil samples were collected adjacent to individual tree trunks, representing 58 woody plant species located in five mountain forests of eastern China. Integrating plant species identity and phylogenetic information, we aimed to unravel the relative contributions of phylogenetic relationships among tree species, abiotic environmental filtering, and geographic isolation to the geographic distribution of soil mycobiome. We found that the community dissimilarities of total fungi and each dominant guild (viz. saprotrophs, plant pathogens, and ectomycorrhizal fungi) significantly increased with increasing plant phylogenetic distance. Plant phylogenetic eigenvectors explained 11.4% of the variation in community composition, whereas environmental and spatial factors explained 24.1% and 7.2% of the variation, respectively. The communities of ectomycorrhizal fungi and plant pathogens were relatively more strongly affected by plant phylogeny than those of saprotrophs (13.7% and 10.4% vs. 8.5%). Overall, our results demonstrate how plant phylogeny, environment, and geographic space contribute to forest soil fungal distributions and suggest that the influence of plant phylogeny on fungal association may differ by guilds.
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Affiliation(s)
- Teng Yang
- State Key Laboratory of Soil and Sustainable Agriculture, Institute of Soil Science, Chinese Academy of Sciences, East Beijing Road 71, Nanjing, 210008, China
- University of Chinese Academy of Sciences, Beijing, 100049, China
| | - Leho Tedersoo
- Natural History Museum, University of Tartu, 14a Ravila, Tartu, 50411, Estonia
| | - Pamela S Soltis
- Florida Museum of Natural History, University of Florida, Gainesville, FL, 32611, USA
| | - Douglas E Soltis
- Florida Museum of Natural History, University of Florida, Gainesville, FL, 32611, USA
| | - Jack A Gilbert
- Department of Ecology and Evolution, and Department of Surgery, University of Chicago, Chicago, IL, 60637, USA
| | - Miao Sun
- Florida Museum of Natural History, University of Florida, Gainesville, FL, 32611, USA
| | - Yu Shi
- State Key Laboratory of Soil and Sustainable Agriculture, Institute of Soil Science, Chinese Academy of Sciences, East Beijing Road 71, Nanjing, 210008, China
| | - Hongfei Wang
- State Key Laboratory of Soil and Sustainable Agriculture, Institute of Soil Science, Chinese Academy of Sciences, East Beijing Road 71, Nanjing, 210008, China
| | - Yuntao Li
- State Key Laboratory of Soil and Sustainable Agriculture, Institute of Soil Science, Chinese Academy of Sciences, East Beijing Road 71, Nanjing, 210008, China
| | - Jian Zhang
- State Key Laboratory of Systematic and Evolutionary Botany, Institute of Botany, Chinese Academy of Sciences, Beijing, 100093, China
| | - Zhiduan Chen
- State Key Laboratory of Systematic and Evolutionary Botany, Institute of Botany, Chinese Academy of Sciences, Beijing, 100093, China
| | - Hanyang Lin
- Key Laboratory of Conservation Biology for Endangered Wildlife of the Ministry of Education, College of Life Sciences, Zhejiang University, Hangzhou, 310058, China
| | - Yunpeng Zhao
- Key Laboratory of Conservation Biology for Endangered Wildlife of the Ministry of Education, College of Life Sciences, Zhejiang University, Hangzhou, 310058, China
| | - Chengxin Fu
- Key Laboratory of Conservation Biology for Endangered Wildlife of the Ministry of Education, College of Life Sciences, Zhejiang University, Hangzhou, 310058, China
| | - Haiyan Chu
- State Key Laboratory of Soil and Sustainable Agriculture, Institute of Soil Science, Chinese Academy of Sciences, East Beijing Road 71, Nanjing, 210008, China.
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28
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Rieseberg L, Geraldes A, Belkin SE, Chambers KE, Kane N. Editorial 2019. Mol Ecol 2019; 28:1-28. [DOI: 10.1111/mec.14976] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
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29
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Parfrey LW, Moreau CS, Russell JA. Introduction: The host-associated microbiome: Pattern, process and function. Mol Ecol 2018; 27:1749-1765. [DOI: 10.1111/mec.14706] [Citation(s) in RCA: 33] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2018] [Accepted: 04/16/2018] [Indexed: 12/11/2022]
Affiliation(s)
- Laura Wegener Parfrey
- Department of Botany; Biodiversity Research Centre; University of British Columbia; Vancouver British Columbia Canada
- Department of Zoology; University of British Columbia; Vancouver British Columbia Canada
| | - Corrie S. Moreau
- Department of Science and Education; Field Museum of Natural History; Chicago IL USA
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