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Daraz U, Erhunmwunse AS, Dubeux JCB, Mackowiak C, Liao HL, Wang XB. Soil fungal community structure and function response to rhizoma perennial peanut cultivars. BMC PLANT BIOLOGY 2024; 24:582. [PMID: 38898415 PMCID: PMC11186081 DOI: 10.1186/s12870-024-05209-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/07/2024] [Accepted: 05/28/2024] [Indexed: 06/21/2024]
Abstract
BACKGROUND Crop-associated microorganisms play a crucial role in soil nutrient cycling, and crop growth, and health. Fine-scale patterns in soil microbial community diversity and composition are commonly regulated by plant species or genotype. Despite extensive reports in different crop or its cultivar effects on the microbial community, it is uncertain how rhizoma peanut (RP, Arachis glabrata Benth.), a perennial warm-season legume forage that is well-adapted in the southern USA, affects soil microbial community across different cultivars. RESULTS This study explored the influence of seven different RP cultivars on the taxonomic composition, diversity, and functional groups of soil fungal communities through a field trial in Marianna, Florida, Southern USA, using next-generation sequencing technique. Our results showed that the taxonomic diversity and composition of the fungal community differed significantly across RP cultivars. Alpha diversity (Shannon, Simpson, and Pielou's evenness) was significantly higher in Ecoturf but lower in UF_Peace and Florigraze compared to other cultivars (p < 0.001). Phylogenetic diversity (Faith's PD) was lowest in Latitude compared to other cultivars (p < 0.0001). The dominant phyla were Ascomycota (13.34%), Mortierellomycota (3.82%), and Basidiomycota (2.99%), which were significantly greater in Florigraze, UF_Peace, and Ecoturf, respectively. The relative abundance of Neocosmospora was markedly high (21.45%) in UF_Tito and showed large variations across cultivars. The relative abundance of the dominant genera was significantly greater in Arbrook than in other cultivars. There were also significant differences in the co-occurrence network, showing different keystone taxa and more positive correlations than the negative correlations across cultivars. FUNGuild analysis showed that the relative abundance of functional guilds including pathogenic, saprotrophic, endophytic, mycorrhizal and parasitic fungi significantly differed among cultivars. Ecoturf had the greatest relative abundance of mycorrhizal fungal group (5.10 ± 0.44), whereas UF_Peace had the greatest relative abundance of endophytic (4.52 ± 0.56) and parasitic fungi (1.67 ± 0.30) compared to other cultivars. CONCLUSIONS Our findings provide evidence of crop cultivar's effect in shaping fine-scale fungal community patterns in legume-based forage systems.
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Affiliation(s)
- Umar Daraz
- State Key Laboratory of Herbage Improvement and Grassland Agro-Ecosystems, College of Pastoral, Agriculture Science and Technology, Center for Grassland Microbiome, Lanzhou University, Lanzhou, China
| | | | - José C B Dubeux
- North Florida Research and Education Center, University of Florida, Marianna, FL, USA
| | - Cheryl Mackowiak
- North Florida Research and Education Center, University of Florida, Quincy, FL, USA
| | - Hui-Ling Liao
- North Florida Research and Education Center, University of Florida, Quincy, FL, USA
| | - Xiao-Bo Wang
- State Key Laboratory of Herbage Improvement and Grassland Agro-Ecosystems, College of Pastoral, Agriculture Science and Technology, Center for Grassland Microbiome, Lanzhou University, Lanzhou, China.
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Longley R, Benucci GMN, Pochon X, Bonito G, Bonito V. Species-specific coral microbiome assemblages support host bleaching resistance during an extreme marine heatwave. THE SCIENCE OF THE TOTAL ENVIRONMENT 2024; 906:167803. [PMID: 37838063 DOI: 10.1016/j.scitotenv.2023.167803] [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: 03/07/2023] [Revised: 09/30/2023] [Accepted: 10/11/2023] [Indexed: 10/16/2023]
Abstract
Scleractinian assemblages are threatened by marine heat waves with coral survivorship depending on host genetics and microbiome composition. We documented an extreme marine heat wave in Fiji and the response of corals in two thermally stressed reef flats. Through high-throughput amplicon sequencing of 16S and ITS rDNA phylogenetic markers, we assessed coral microbiomes (Symbiodiniaceae, prokaryotes, fungi, and Apicomplexa) of paired bleached and unbleached colonies of four common coral species representative of dominant genera in the South Pacific. While all coral species exhibited one or more pathways to bleaching resistance, harboring assemblages composed primarily of thermally tolerant photosymbionts did not always result in host bleaching resistance. Montipora and Pocillopora species, which associate with diverse Symbiodiniaceae and vertically transmit their photosymbionts, fared better than Acropora, which acquire their photosymbionts from the environment, and Porites, which associate with a narrow photosymbiont assemblage. Prokaryotic and fungal beta diversity did not differ between bleached and unbleached conspecifics, however, the relative abundance of the fungus Malassezia globosa was significantly greater in unbleached colonies of Montipora digitata. Each coral species harbored distinct assemblages of Symbiodiniaceae, prokaryotes, and Apicomplexa, but not fungi, reiterating the importance of host genetics in structuring components of its microbiome. Terrestrial fungal and prokaryotic taxa were detected at low abundance across coral microbiomes, indicating that allochthonous microbial inputs occur, but that coral microbiomes remain dominated by marine microbial taxa. Our study offers valuable insights into the microbiome assemblages associated with coral tolerance to extreme water temperatures.
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Affiliation(s)
- Reid Longley
- Department of Microbiology and Molecular Genetics, Michigan State University, East Lansing, 48824, MI, USA
| | | | - Xavier Pochon
- Cawthron Institute, 98 Halifax Street East, Nelson 7010, New Zealand; Institute of Marine Science, University of Auckland, Auckland, New Zealand
| | - Gregory Bonito
- Department of Microbiology and Molecular Genetics, Michigan State University, East Lansing, 48824, MI, USA; Plant, Soil and Microbial Science Department, Michigan State University, East Lansing, 48824, MI, USA; Coral Coast Conservation Center, Votua Village, Fiji.
| | - Victor Bonito
- Coral Coast Conservation Center, Votua Village, Fiji; Reef Explorer Fiji, Votua Village, Fiji
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Scott K, Konkel Z, Gluck-Thaler E, Valero David GE, Simmt CF, Grootmyers D, Chaverri P, Slot J. Endophyte genomes support greater metabolic gene cluster diversity compared with non-endophytes in Trichoderma. PLoS One 2023; 18:e0289280. [PMID: 38127903 PMCID: PMC10735191 DOI: 10.1371/journal.pone.0289280] [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: 03/24/2023] [Accepted: 07/14/2023] [Indexed: 12/23/2023] Open
Abstract
Trichoderma is a cosmopolitan genus with diverse lifestyles and nutritional modes, including mycotrophy, saprophytism, and endophytism. Previous research has reported greater metabolic gene repertoires in endophytic fungal species compared to closely-related non-endophytes. However, the extent of this ecological trend and its underlying mechanisms are unclear. Some endophytic fungi may also be mycotrophs and have one or more mycoparasitism mechanisms. Mycotrophic endophytes are prominent in certain genera like Trichoderma, therefore, the mechanisms that enable these fungi to colonize both living plants and fungi may be the result of expanded metabolic gene repertoires. Our objective was to determine what, if any, genomic features are overrepresented in endophytic fungi genomes in order to undercover the genomic underpinning of the fungal endophytic lifestyle. Here we compared metabolic gene cluster and mycoparasitism gene diversity across a dataset of thirty-eight Trichoderma genomes representing the full breadth of environmental Trichoderma's diverse lifestyles and nutritional modes. We generated four new Trichoderma endophyticum genomes to improve the sampling of endophytic isolates from this genus. As predicted, endophytic Trichoderma genomes contained, on average, more total biosynthetic and degradative gene clusters than non-endophytic isolates, suggesting that the ability to create/modify a diversity of metabolites potential is beneficial or necessary to the endophytic fungi. Still, once the phylogenetic signal was taken in consideration, no particular class of metabolic gene cluster was independently associated with the Trichoderma endophytic lifestyle. Several mycoparasitism genes, but no chitinase genes, were associated with endophytic Trichoderma genomes. Most genomic differences between Trichoderma lifestyles and nutritional modes are difficult to disentangle from phylogenetic divergences among species, suggesting that Trichoderma genomes maybe particularly well-equipped for lifestyle plasticity. We also consider the role of endophytism in diversifying secondary metabolism after identifying the horizontal transfer of the ergot alkaloid gene cluster to Trichoderma.
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Affiliation(s)
- Kelsey Scott
- Department of Plant Pathology, The Ohio State University, Columbus, OH, United States of America
| | - Zachary Konkel
- Department of Plant Pathology, The Ohio State University, Columbus, OH, United States of America
- Center for Applied Plant Sciences, The Ohio State University, Columbus, OH, United States of America
| | - Emile Gluck-Thaler
- Laboratory of Evolutionary Genetics, University of Neuchâtel, Neuchâtel, Switzerland
| | | | - Coralie Farinas Simmt
- Department of Plant Pathology, The Ohio State University, Columbus, OH, United States of America
| | - Django Grootmyers
- Department of Ecology and Evolutionary Biology, University of Tennessee, Knoxville, TN, United States of America
| | - Priscila Chaverri
- Department of Natural Sciences, Bowie State University, Bowie, MD, United States of America
- School of Biology and Natural Products Research Center (CIPRONA), University of Costa Rica, San José, Costa Rica
| | - Jason Slot
- Department of Plant Pathology, The Ohio State University, Columbus, OH, United States of America
- Center for Psychedelic Drug Research and Education, The Ohio State University, Columbus, OH, United States of America
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Daraz U, Erhunmwunse AS, Dubeux JCB, Mackowiak C, Guerra VA, Hsu CM, Ma J, Li Y, Yang X, Liao HL, Wang XB. Soil Bacterial Communities Across Seven Rhizoma Peanut Cultivars (Arachis glabrata Benth.) Respond to Seasonal Variation. MICROBIAL ECOLOGY 2023; 86:2703-2715. [PMID: 37507489 DOI: 10.1007/s00248-023-02277-9] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/03/2023] [Accepted: 07/24/2023] [Indexed: 07/30/2023]
Abstract
Soil microorganisms play key roles in soil nutrient transformations and have a notable effect on plant growth and health. Different plant genotypes can shape soil microbial patterns via the secretion of root exudates and volatiles, but it is uncertain how a difference in soil microorganisms induced by crop cultivars will respond to short-term seasonal variations. A field experiment was conducted to assess the changes in soil bacterial communities of seven rhizoma peanut (Arachis glabrata Benth, RP) cultivars across two growing seasons, April (Spring season) and October (Fall season). Soils' bacterial communities were targeted using 16S rRNA gene amplicon sequencing. Bacterial community diversity and taxonomic composition among rhizoma peanut cultivars were significantly affected by seasons, cultivars, and their interactions (p < 0.05). Alpha diversity, as estimated by the OTU richness and Simpson index, was around onefold decrease in October than in April across most of the RP cultivars, while the soils from Arblick and Latitude had around one time higher alpha diversity in both seasons compared with other cultivars. Beta diversity differed significantly in April (R = 0.073, p < 0.01) and October (R = 0.084, p < 0.01) across seven cultivars. Bacterial dominant taxa (at phylum and genus level) were strongly affected by seasons and varied towards more dominant groups that have functional potentials involved in nutrient cycling from April to October. A large shift in water availability induced by season variations in addition to host cultivar's effects can explain the observed patterns in diversity, composition, and co-occurrence of bacterial taxa. Overall, our results demonstrate an overriding effect of short-term seasonal variations on soil bacterial communities associated with different crop cultivars. The findings suggest that season-induced shifts in environmental conditions could exert stronger impacts on soil microorganisms than the finer-scale rhizosphere effect from crop cultivars, and consequently influence largely microbe-mediated soil processes and crop health in agricultural ecosystems.
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Affiliation(s)
- Umar Daraz
- State Key Laboratory of Herbage Improvement and Grassland Agro-Ecosystems, College of Pastoral, Agriculture Science and Technology, Center for Grassland Microbiome, Lanzhou University, Lanzhou, China
| | | | - José C B Dubeux
- North Florida Research and Education Center, University of Florida, Marianna, FL, USA
| | - Cheryl Mackowiak
- North Florida Research and Education Center, University of Florida, Quincy, FL, USA
| | - Victor A Guerra
- North Florida Research and Education Center, University of Florida, Quincy, FL, USA
| | - Chih-Ming Hsu
- North Florida Research and Education Center, University of Florida, Quincy, FL, USA
| | - Jianguo Ma
- State Key Laboratory of Herbage Improvement and Grassland Agro-Ecosystems, College of Pastoral, Agriculture Science and Technology, Center for Grassland Microbiome, Lanzhou University, Lanzhou, China
| | - Yuman Li
- State Key Laboratory of Herbage Improvement and Grassland Agro-Ecosystems, College of Pastoral, Agriculture Science and Technology, Center for Grassland Microbiome, Lanzhou University, Lanzhou, China
| | - Xiaoqian Yang
- State Key Laboratory of Herbage Improvement and Grassland Agro-Ecosystems, College of Pastoral, Agriculture Science and Technology, Center for Grassland Microbiome, Lanzhou University, Lanzhou, China
| | - Hui-Ling Liao
- North Florida Research and Education Center, University of Florida, Quincy, FL, USA
| | - Xiao-Bo Wang
- State Key Laboratory of Herbage Improvement and Grassland Agro-Ecosystems, College of Pastoral, Agriculture Science and Technology, Center for Grassland Microbiome, Lanzhou University, Lanzhou, China.
- Erguna Forest-Steppe Ecotone Research Station, Institute of Applied Ecology, Chinese Academy of Sciences, Shenyang, China.
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DsDBF1, a Type A-5 DREB Gene, Identified and Characterized in the Moss Dicranum scoparium. LIFE (BASEL, SWITZERLAND) 2022; 13:life13010090. [PMID: 36676039 PMCID: PMC9862540 DOI: 10.3390/life13010090] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/05/2022] [Revised: 12/23/2022] [Accepted: 12/25/2022] [Indexed: 12/29/2022]
Abstract
Plant dehydration-responsive element binding (DREB) transcription factors (TFs) play important roles during stress tolerance by regulating the expression of numerous genes involved in stresses. DREB TFs have been extensively studied in a variety of angiosperms and bryophytes. To date, no information on the identification and characterization of DREB TFs in Dicranum scoparium has been reported. In this study, a new DBF1 gene from D. scoparium was identified by cloning and sequencing. Analysis of the conserved domain and physicochemical properties revealed that DsDBF1 protein has a classic AP2 domain encoding a 238 amino acid polypeptide with a molecular mass of 26 kDa and a pI of 5.98. Subcellular prediction suggested that DsDBF1 is a nuclear and cytoplasmic protein. Phylogenetic analysis showed that DsDBF1 belongs to group A-5 DREBs. Expression analysis by reverse transcription quantitative real-time polymerase chain reaction (RT-qPCR) revealed that DsDBF1 was significantly upregulated in response to abiotic stresses such as desiccation/rehydration, exposure to paraquat, CdCl2, high and freezing temperatures. Taken together, our data suggest that DsDBF1 could be a promising gene candidate to improve stress tolerance in crop plants, and the characterization of TFs of a stress tolerant moss such as D. scoparium provides a better understanding of plant adaptation mechanisms.
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Moss establishment success is determined by the interaction between propagule size and species identity. Sci Rep 2022; 12:20777. [PMID: 36456649 PMCID: PMC9715719 DOI: 10.1038/s41598-022-24354-8] [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: 02/14/2022] [Accepted: 11/14/2022] [Indexed: 12/03/2022] Open
Abstract
Colonization of new habitat patches is a key aspect of metacommunity dynamics, particularly for sessile organisms. Mosses can establish in new patches through fragmentation, with different vegetative structures acting as propagules. Despite the importance of these propagules for successful colonization the specific aspects that favour moss colonization by vegetative propagules remain poorly understood, including the effect of propagule size. We examine the intra- and interspecific variation of establishment and colonization success in culture of propagules of different sizes in six widespread soil moss species of contrasting growth form (Dicranum scoparium, Homalothecium aureum, Hypnum cupressiforme, Ptychostomum capillare, Syntrichia ruralis and Tortella squarrosa). We obtained three different size classes of propagules from artificially fragmented vegetative material, and assessed their establishment under controlled light and temperature conditions. We characterize the size, shape, apparent viability, morphological type and size changes due to hydration states of the propagules, all of them traits with potentially significant influence in their dispersal pattern and establishment. Then we assess the effect of these traits on moss establishment, using indicators of surface establishment (number of established shoots and colonized surface) and biomass production (viable biomass) as proxies of colonization success. The establishment indicators related to colonization surface and biomass production differ among species and propagule sizes. The magnitude of the interspecific differences of all indicators of establishment success was larger at the smaller propagule size class. T. squarrosa was the most successful species, and D. scoparium showed the lowest performance. We also found interspecific differences in the hydration dynamics of the propagules. The process of establishment by vegetative fragments operates differently among moss species. Besides, differences between hydration states in propagules of some species could be part of syndromes for both dispersal and establishment. This study unveils several functional traits relevant for moss colonization, such as wet versus dry area and length of fragments, which may improve our understanding of their spatial dynamics.
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Leaf Mycobiome and Mycotoxin Profile of Warm-Season Grasses Structured by Plant Species, Geography, and Apparent Black-Stroma Fungal Structure. Appl Environ Microbiol 2022; 88:e0094222. [PMID: 36226941 PMCID: PMC9642016 DOI: 10.1128/aem.00942-22] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Grasses harbor diverse fungi, including some that produce mycotoxins or other secondary metabolites. Recently, Florida cattle farmers reported cattle illness, while the cattle were grazing on warm-season grass pastures, that was not attributable to common causes, such as nutritional imbalances or nitrate toxicity. To understand correlations between grass mycobiome and mycotoxin production, we investigated the mycobiomes associated with five prominent, perennial forage and weed grasses [Paspalum notatum Flügge, Cynodon dactylon (L.) Pers., Paspalum nicorae Parodi, Sporobolus indicus (L.) R. Br., and Andropogon virginicus (L.)] collected from six Florida pastures actively grazed by livestock. Black fungal stromata of Myriogenospora and Balansia were observed on P. notatum and S. indicus leaves and were investigated. High-throughput amplicon sequencing was applied to delineate leaf mycobiomes. Mycotoxins from P. notatum leaves were inspected using liquid chromatography-mass spectrometry (LC-MS/MS). Grass species, cultivars, and geographic localities interactively affected fungal community assemblies of asymptomatic leaves. Among the grass species, the greatest fungal richness was detected in the weed S. indicus. The black fungal structures of P. notatum leaves were dominated by the genus Myriogenospora, while those of S. indicus were codominated by the genus Balansia and a hypermycoparasitic fungus of the genus Clonostachys. When comparing mycotoxins detected in P. notatum leaves with and without M. atramentosa, emodin, an anthraquinone, was the only compound which was significantly different (P < 0.05). Understanding the leaf mycobiome and the mycotoxins it may produce in warm-season grasses has important implications for how these associations lead to secondary metabolite production and their subsequent impact on animal health. IMPORTANCE The leaf mycobiome of forage grasses can have a major impact on their mycotoxin contents of forage and subsequently affect livestock health. Despite the importance of the cattle industry in warm-climate regions, such as Florida, studies have been primarily limited to temperate forage systems. Our study provides a holistic view of leaf fungi considering epibiotic, endophytic, and hypermycoparasitic associations with five perennial, warm-season forage and weed grasses. We highlight that plant identity and geographic location interactively affect leaf fungal community composition. Yeasts appeared to be an overlooked fungal group in healthy forage mycobiomes. Furthermore, we detected high emodin quantities in the leaves of a widely planted forage species (P. notatum) whenever epibiotic fungi occurred. Our study demonstrated the importance of identifying fungal communities, ecological roles, and secondary metabolites in perennial, warm-season grasses and their potential for interfering with livestock health.
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Renaudin M, Laforest-Lapointe I, Bellenger JP. Unraveling global and diazotrophic bacteriomes of boreal forest floor feather mosses and their environmental drivers at the ecosystem and at the plant scale in North America. THE SCIENCE OF THE TOTAL ENVIRONMENT 2022; 837:155761. [PMID: 35533858 DOI: 10.1016/j.scitotenv.2022.155761] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/27/2022] [Revised: 04/29/2022] [Accepted: 05/03/2022] [Indexed: 06/14/2023]
Abstract
Feather mosses are abundant cryptogams of the boreal forest floor and shelter a broad diversity of bacteria who have important ecological functions (e.g., decomposition, nutrient cycling). In particular, nitrogen (N2-) fixation performed by feather moss-associated diazotrophs constitutes an important entry of nitrogen in the boreal forest ecosystem. However, the composition of the feather moss bacteriome and its environmental drivers are still unclear. Using cDNA amplicon sequencing of the 16S rRNA and nifH genes and cyanobacterial biomass quantification, we explored the active global and diazotrophic bacterial communities of two dominant feather moss species (i) at the ecosystem scale, along a 500-km climatic and nutrient deposition gradient in the North American boreal forest, and (ii) at the plant scale, along the moss shoot senescence gradient. We found that cyanobacteria were major actors of the feather moss bacteriome, accounting for 33% of global bacterial communities and 65% of diazotrophic communities, and that several cyanobacterial and methanotrophic genera were contributing to N2-fixation. Moreover, we showed that bacteria were occupying ecological niches along the moss shoot, with phototrophs being dominant in the apical part and methanotrophs being dominant in the basal part. Finally, climate (temperature, precipitation), environmental variables (moss species, month, tree density) and nutrients (nitrogen, phosphorus, molybdenum, vanadium, iron) strongly shaped global and diazotrophic bacteriomes. In summary, this work presents evidence that the feather moss bacteriome plays crucial roles in supporting moss growth, health, and decomposition, as well as in the boreal forest carbon and nitrogen cycles. This study also highlights the substantial effects of climate and nutrients on the feather moss bacteriome, suggesting the importance of understanding the impacts of global change on moss-associated bacterial growth and activity.
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Affiliation(s)
- Marie Renaudin
- Centre Sève, Département de Chimie, Université de Sherbrooke, J1K 2R1 Sherbrooke, QC, Canada.
| | | | - Jean-Philippe Bellenger
- Centre Sève, Département de Chimie, Université de Sherbrooke, J1K 2R1 Sherbrooke, QC, Canada.
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Chen KH, Nelson J. A scoping review of bryophyte microbiota: diverse microbial communities in small plant packages. JOURNAL OF EXPERIMENTAL BOTANY 2022; 73:4496-4513. [PMID: 35536989 DOI: 10.1093/jxb/erac191] [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: 12/31/2021] [Accepted: 05/05/2022] [Indexed: 06/14/2023]
Abstract
Plant health depends not only on the condition of the plant itself but also on its diverse community of microbes, or microbiota. Just like the better-studied angiosperms, bryophytes (mosses, liverworts, and hornworts) harbor diverse communities of bacteria, archaea, fungi, and other microbial eukaryotes. Bryophytes are increasingly recognized as important model systems for understanding plant evolution, development, physiology, and symbiotic interactions. Much of the work on bryophyte microbiota in the past focused on specific symbiont types for each bryophyte group, but more recent studies are taking a broader view acknowledging the coexistence of diverse microbial communities in bryophytes. Therefore, this review integrates studies of bryophyte microbes from both perspectives to provide a holistic view of the existing research for each bryophyte group and on key themes. The systematic search also reveals the taxonomic and geographic biases in this field, including a severe under-representation of the tropics, very few studies on viruses or eukaryotic microbes beyond fungi, and a focus on mycorrhizal fungi studies in liverworts. Such gaps may have led to errors in conclusions about evolutionary patterns in symbiosis. This analysis points to a wealth of future research directions that promise to reveal how the distinct life cycles and physiology of bryophytes interact with their microbiota.
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Affiliation(s)
- Ko-Hsuan Chen
- Biodiversity Research Center, Academia Sinica, Taipei, Taiwan
| | - Jessica Nelson
- Maastricht Science Programme, Maastricht University, Maastricht, The Netherlands
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10
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Chen KH, Liao HL, Arnold AE, Korotkin HB, Wu SH, Matheny PB, Lutzoni F. Comparative transcriptomics of fungal endophytes in co-culture with their moss host Dicranum scoparium reveals fungal trophic lability and moss unchanged to slightly increased growth rates. THE NEW PHYTOLOGIST 2022; 234:1832-1847. [PMID: 35263447 DOI: 10.1111/nph.18078] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/22/2021] [Accepted: 02/25/2022] [Indexed: 06/14/2023]
Abstract
Mosses harbor fungi whose interactions within their hosts remain largely unexplored. Trophic ranges of fungal endophytes from the moss Dicranum scoparium were hypothesized to encompass saprotrophism. This moss is an ideal host to study fungal trophic lability because of its natural senescence gradient, and because it can be grown axenically. Dicranum scoparium was co-cultured with each of eight endophytic fungi isolated from naturally occurring D. scoparium. Moss growth rates, and gene expression levels (RNA sequencing) of fungi and D. scoparium, were compared between axenic and co-culture treatments. Functional lability of two fungal endophytes was tested by comparing their RNA expression levels when colonizing living vs dead gametophytes. Growth rates of D. scoparium were unchanged, or increased, when in co-culture. One fungal isolate (Hyaloscyphaceae sp.) that promoted moss growth was associated with differential expression of auxin-related genes. When grown with living vs dead gametophytes, Coniochaeta sp. switched from having upregulated carbohydrate transporter activity to upregulated oxidation-based degradation, suggesting an endophytism to saprotrophism transition. However, no such transition was detected for Hyaloscyphaceae sp. Individually, fungal endophytes did not negatively impact growth rates of D. scoparium. Our results support the long-standing hypothesis that some fungal endophytes can switch to saprotrophism.
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Affiliation(s)
- Ko-Hsuan Chen
- Department of Biology, Duke University, 130 Science Drive, Durham, NC, 27708, USA
- North Florida Research and Education Center, University of Florida, 155 Research Road, Quincy, FL, 32351, USA
- Biodiversity Research Center, Academia Sinica, 128 Academia Road, Section 2, Taipei, 11529, Taiwan
| | - Hui-Ling Liao
- North Florida Research and Education Center, University of Florida, 155 Research Road, Quincy, FL, 32351, USA
- Soil and Water Sciences Department, University of Florida, 1692 McCarty Drive, Gainesville, FL, 32611, USA
| | - A Elizabeth Arnold
- School of Plant Sciences and Department of Ecology and Evolutionary Biology, University of Arizona, 1140 E. South Campus Drive, Tucson, AZ, 85721, USA
| | - Hailee B Korotkin
- Department of Ecology and Evolutionary Biology, University of Tennessee, 1416 Circle Drive, Knoxville, TN, 37996, USA
| | - Steven H Wu
- Department of Agronomy, National Taiwan University, No. 1, Section 4, Roosevelt Road, Taipei, 10617, Taiwan
| | - P Brandon Matheny
- Department of Ecology and Evolutionary Biology, University of Tennessee, 1416 Circle Drive, Knoxville, TN, 37996, USA
| | - François Lutzoni
- Department of Biology, Duke University, 130 Science Drive, Durham, NC, 27708, USA
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11
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Franco MEE, Wisecaver JH, Arnold AE, Ju YM, Slot JC, Ahrendt S, Moore LP, Eastman KE, Scott K, Konkel Z, Mondo SJ, Kuo A, Hayes RD, Haridas S, Andreopoulos B, Riley R, LaButti K, Pangilinan J, Lipzen A, Amirebrahimi M, Yan J, Adam C, Keymanesh K, Ng V, Louie K, Northen T, Drula E, Henrissat B, Hsieh HM, Youens-Clark K, Lutzoni F, Miadlikowska J, Eastwood DC, Hamelin RC, Grigoriev IV, U'Ren JM. Ecological generalism drives hyperdiversity of secondary metabolite gene clusters in xylarialean endophytes. THE NEW PHYTOLOGIST 2022; 233:1317-1330. [PMID: 34797921 DOI: 10.1111/nph.17873] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/16/2021] [Accepted: 11/07/2021] [Indexed: 06/13/2023]
Abstract
Although secondary metabolites are typically associated with competitive or pathogenic interactions, the high bioactivity of endophytic fungi in the Xylariales, coupled with their abundance and broad host ranges spanning all lineages of land plants and lichens, suggests that enhanced secondary metabolism might facilitate symbioses with phylogenetically diverse hosts. Here, we examined secondary metabolite gene clusters (SMGCs) across 96 Xylariales genomes in two clades (Xylariaceae s.l. and Hypoxylaceae), including 88 newly sequenced genomes of endophytes and closely related saprotrophs and pathogens. We paired genomic data with extensive metadata on endophyte hosts and substrates, enabling us to examine genomic factors related to the breadth of symbiotic interactions and ecological roles. All genomes contain hyperabundant SMGCs; however, Xylariaceae have increased numbers of gene duplications, horizontal gene transfers (HGTs) and SMGCs. Enhanced metabolic diversity of endophytes is associated with a greater diversity of hosts and increased capacity for lignocellulose decomposition. Our results suggest that, as host and substrate generalists, Xylariaceae endophytes experience greater selection to diversify SMGCs compared with more ecologically specialised Hypoxylaceae species. Overall, our results provide new evidence that SMGCs may facilitate symbiosis with phylogenetically diverse hosts, highlighting the importance of microbial symbioses to drive fungal metabolic diversity.
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Affiliation(s)
- Mario E E Franco
- BIO5 Institute and Department of Biosystems Engineering, The University of Arizona, Tucson, AZ, 85721, USA
| | - Jennifer H Wisecaver
- Center for Plant Biology and Department of Biochemistry, Purdue University, West Lafayette, IN, 47907, USA
| | - A Elizabeth Arnold
- School of Plant Sciences and Department of Ecology and Evolutionary Biology, The University of Arizona, Tucson, AZ, 85721, USA
| | - Yu-Ming Ju
- Institute of Plant and Microbial Biology, Academia Sinica, Taipei, 11529, Taiwan
| | - Jason C Slot
- Department of Plant Pathology, The Ohio State University, Columbus, OH, 43210, USA
| | - Steven Ahrendt
- Department of Energy, The Joint Genome Institute, Lawrence Berkeley National Laboratory, Berkeley, CA, 94720, USA
| | - Lillian P Moore
- BIO5 Institute and Department of Biosystems Engineering, The University of Arizona, Tucson, AZ, 85721, USA
| | - Katharine E Eastman
- Center for Plant Biology and Department of Biochemistry, Purdue University, West Lafayette, IN, 47907, USA
| | - Kelsey Scott
- Department of Plant Pathology, The Ohio State University, Columbus, OH, 43210, USA
| | - Zachary Konkel
- Department of Plant Pathology, The Ohio State University, Columbus, OH, 43210, USA
| | - Stephen J Mondo
- Department of Energy, The Joint Genome Institute, Lawrence Berkeley National Laboratory, Berkeley, CA, 94720, USA
| | - Alan Kuo
- Department of Energy, The Joint Genome Institute, Lawrence Berkeley National Laboratory, Berkeley, CA, 94720, USA
| | - Richard D Hayes
- Department of Energy, The Joint Genome Institute, Lawrence Berkeley National Laboratory, Berkeley, CA, 94720, USA
| | - Sajeet Haridas
- Department of Energy, The Joint Genome Institute, Lawrence Berkeley National Laboratory, Berkeley, CA, 94720, USA
| | - Bill Andreopoulos
- Department of Energy, The Joint Genome Institute, Lawrence Berkeley National Laboratory, Berkeley, CA, 94720, USA
| | - Robert Riley
- Department of Energy, The Joint Genome Institute, Lawrence Berkeley National Laboratory, Berkeley, CA, 94720, USA
| | - Kurt LaButti
- Department of Energy, The Joint Genome Institute, Lawrence Berkeley National Laboratory, Berkeley, CA, 94720, USA
| | - Jasmyn Pangilinan
- Department of Energy, The Joint Genome Institute, Lawrence Berkeley National Laboratory, Berkeley, CA, 94720, USA
| | - Anna Lipzen
- Department of Energy, The Joint Genome Institute, Lawrence Berkeley National Laboratory, Berkeley, CA, 94720, USA
| | - Mojgan Amirebrahimi
- Department of Energy, The Joint Genome Institute, Lawrence Berkeley National Laboratory, Berkeley, CA, 94720, USA
| | - Juying Yan
- Department of Energy, The Joint Genome Institute, Lawrence Berkeley National Laboratory, Berkeley, CA, 94720, USA
| | - Catherine Adam
- Department of Energy, The Joint Genome Institute, Lawrence Berkeley National Laboratory, Berkeley, CA, 94720, USA
| | - Keykhosrow Keymanesh
- Department of Energy, The Joint Genome Institute, Lawrence Berkeley National Laboratory, Berkeley, CA, 94720, USA
| | - Vivian Ng
- Department of Energy, The Joint Genome Institute, Lawrence Berkeley National Laboratory, Berkeley, CA, 94720, USA
| | - Katherine Louie
- Department of Energy, The Joint Genome Institute, Lawrence Berkeley National Laboratory, Berkeley, CA, 94720, USA
| | - Trent Northen
- Department of Energy, The Joint Genome Institute, Lawrence Berkeley National Laboratory, Berkeley, CA, 94720, USA
| | - Elodie Drula
- Architecture et Fonction des Macromolécules Biologiques, CNRS, Aix-Marseille Université, Marseille, 13288, France
- INRAE, Marseille, 13288, France
| | - Bernard Henrissat
- Department of Biotechnology and Biomedicine, Technical University of Denmark, Lyngby, DK-2800, Denmark
- Department of Biological Sciences, King Abdulaziz University, Jeddah, 21589, Saudi Arabia
| | - Huei-Mei Hsieh
- Institute of Plant and Microbial Biology, Academia Sinica, Taipei, 11529, Taiwan
| | - Ken Youens-Clark
- BIO5 Institute and Department of Biosystems Engineering, The University of Arizona, Tucson, AZ, 85721, USA
| | | | | | | | - Richard C Hamelin
- Department of Forest and Conservation Sciences, University of British Columbia, Vancouver, BC, V6T 1Z4, Canada
| | - Igor V Grigoriev
- Department of Energy, The Joint Genome Institute, Lawrence Berkeley National Laboratory, Berkeley, CA, 94720, USA
- Department of Plant and Microbial Biology, University of California, Berkeley, CA, USA
| | - Jana M U'Ren
- BIO5 Institute and Department of Biosystems Engineering, The University of Arizona, Tucson, AZ, 85721, USA
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12
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Liber JA, Minier DH, Stouffer-Hopkins A, Van Wyk J, Longley R, Bonito G. Maple and hickory leaf litter fungal communities reflect pre-senescent leaf communities. PeerJ 2022; 10:e12701. [PMID: 35127279 PMCID: PMC8801177 DOI: 10.7717/peerj.12701] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2021] [Accepted: 12/07/2021] [Indexed: 01/07/2023] Open
Abstract
Fungal communities are known to contribute to the functioning of living plant microbiomes as well as to the decay of dead plant material and affect vital ecosystem services, such as pathogen resistance and nutrient cycling. Yet, factors that drive structure and function of phyllosphere mycobiomes and their fate in leaf litter are often ignored. We sought to determine the factors contributing to the composition of communities in temperate forest substrates, with culture-independent amplicon sequencing of fungal communities of pre-senescent leaf surfaces, internal tissues, leaf litter, underlying humus soil of co-occurring red maple (Acer rubrum) and shagbark hickory (Carya ovata). Paired samples were taken at five sites within a temperate forest in southern Michigan, USA. Fungal communities were differentiable based on substrate, host species, and site, as well as all two-way and three-way interactions of these variables. PERMANOVA analyses and co-occurrence of taxa indicate that soil communities are unique from both phyllosphere and leaf litter communities. Correspondence of endophyte, epiphyte, and litter communities suggests dispersal plays an important role in structuring fungal communities. Future work will be needed to assess how this dispersal changes microbial community functioning in these niches.
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Affiliation(s)
- Julian A. Liber
- Department of Plant Biology, Michigan State University, East Lansing, Michigan, United States,Department of Biology, Duke University, Durham, North Carolina, United States
| | - Douglas H. Minier
- Department of Plant, Soil, and Microbial Sciences, Michigan State University, East Lansing, Michigan, United States
| | - Anna Stouffer-Hopkins
- Department of Plant, Soil, and Microbial Sciences, Michigan State University, East Lansing, Michigan, United States
| | - Judson Van Wyk
- Department of Microbiology and Molecular Genetics, Michigan State University, East Lansing, Michigan, United States
| | - Reid Longley
- Department of Microbiology and Molecular Genetics, Michigan State University, East Lansing, Michigan, United States
| | - Gregory Bonito
- Department of Plant, Soil, and Microbial Sciences, Michigan State University, East Lansing, Michigan, United States,Department of Microbiology and Molecular Genetics, Michigan State University, East Lansing, Michigan, United States
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13
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Guerra VA, Beule L, Mackowiak CL, Dubeux JCB, Blount ARS, Wang XB, Rowland DL, Liao HL. Soil bacterial community response to rhizoma peanut incorporation into Florida pastures. JOURNAL OF ENVIRONMENTAL QUALITY 2022; 51:55-65. [PMID: 34978336 DOI: 10.1002/jeq2.20307] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/22/2020] [Accepted: 10/14/2021] [Indexed: 06/14/2023]
Abstract
Incorporating legumes is one option for improving pasture fertility, sustainability, and biodiversity. Diazotrophic microorganisms, including rhizobia that form symbioses with legumes, represent a small fraction of the total soil microbial community. Yet, they can offset nitrogen (N) fertilizer inputs through their ability to convert atmospheric N2 into plant-usable N via biological N2 fixation (BNF). This study used amplicon sequencing of 16S rRNA genes to investigate soil bacterial community composition and diversity in grazed 'Argentine' bahiagrass (Paspalum notatum Flügge) pastures where N fertilizer was supplanted with legume-derived N from BNF in some treatments. Treatments consisted of bahiagrass fertilized with (a) mineral N (224 kg N ha-1 yr-1 ), (b) combination mineral N (34 kg N ha-1 yr-1 ) and legume-derived N via cool-season clover (CSC) (Trifolium spp.) mix, or (c) combination mineral N (34 kg N ha-1 yr-1 ) and legume-derived N via CSC mix and strips of Ecoturf rhizoma peanut (Arachis glabrata Benth.). Bradyrhizobium spp. relative abundance was 44% greater in the mixed pasture. Other bacterial genera with BNF or denitrification potentials were greater in pastures with legumes, whereas sequences assigned to genera associated with high litter turnover were greater in bahiagrass pastures receiving only mineral N. Soil bacteria alpha diversity was greater in pastures receiving 34 kg ha-1 yr-1 N fertilizer application and the CSC mix than in pastures with the CSC mix and rhizoma peanut strips. Our results demonstrate soil microbial community shifts that may affect soil C and N cycling in pastures common to the southeastern United States.
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Affiliation(s)
- Victor A Guerra
- North Florida Research and Education Center, Univ. of Florida, 155 Research Road, Quincy, FL, 32351, USA
| | - Lukas Beule
- Julius Kühn Institute (JKI)-Federal Research Centre for Cultivated Plants, Institute for Ecological Chemistry, Plant Analysis and Stored Product Protection, Königin-Luise-Strasse 19, Berlin, 14195, Germany
| | - Cheryl L Mackowiak
- North Florida Research and Education Center, Univ. of Florida, 155 Research Road, Quincy, FL, 32351, USA
| | - Jose C B Dubeux
- North Florida Research and Education Center, Univ. of Florida, 3925 Highway 71, Marianna, FL, 32446, USA
| | - Ann R S Blount
- North Florida Research and Education Center, Univ. of Florida, 155 Research Road, Quincy, FL, 32351, USA
| | - Xiao-Bo Wang
- State Key Laboratory of Grassland Agroecosystems, Center for Grassland Microbiome, and College of Pastoral, Agriculture Science and Technology, Lanzhou Univ., Lanzhou, 730020, PR China
| | - Diane L Rowland
- Agronomy Dep., Univ. of Florida, Gainesville, FL, 32611, USA
- Current address: College of Natural Sciences Forestry, and Agriculture, Univ. of Maine, Orono, ME, 04469, USA
| | - Hui-Ling Liao
- North Florida Research and Education Center, Univ. of Florida, 155 Research Road, Quincy, FL, 32351, USA
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14
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Oita S, Carey J, Kline I, Ibáñez A, Yang N, Hom EFY, Carbone I, U'Ren JM, Arnold AE. Methodological Approaches Frame Insights into Endophyte Richness and Community Composition. MICROBIAL ECOLOGY 2021; 82:21-34. [PMID: 33410938 DOI: 10.1007/s00248-020-01654-y] [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: 09/04/2020] [Accepted: 12/01/2020] [Indexed: 06/12/2023]
Abstract
Isolating microbes is vital to study microbiomes, but insights into microbial diversity and ecology can be constrained by recalcitrant or unculturable strains. Culture-free methods (e.g., next-generation sequencing, NGS) have become popular in part because they detect greater richness than culturing alone. Both approaches are used widely to characterize microfungi within healthy leaves (foliar endophytes), but methodological differences among studies can constrain large-scale insights into endophyte ecology. We examined endophytes in a temperate plant community to quantify how certain methodological factors, such as the choice of cultivation media for culturing and storage period after leaf collection, affect inferences regarding endophyte communities; how such effects vary among plant taxa; and how complementary culturing and NGS can be when subsets of the same plant tissue are used for each. We found that endophyte richness and composition from culturing were consistent across five media types. Insights from culturing and NGS were largely robust to differences in storage period (1, 5, and 10 days). Although endophyte richness, composition, and taxonomic diversity identified via culturing vs. NGS differed markedly, both methods revealed host-structured communities. Studies differing only in cultivation media or storage period thus can be compared to estimate endophyte richness, composition, and turnover at scales larger than those of individual studies alone. Our data show that it is likely more important to sample more host species, rather than sampling fewer species more intensively, to quantify endophyte diversity in given locations, with the richest insights into endophyte ecology emerging when culturing and NGS are paired.
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Affiliation(s)
- Shuzo Oita
- School of Plant Sciences, University of Arizona, Tucson, AZ, 85721, USA
| | - Jamison Carey
- School of Plant Sciences, University of Arizona, Tucson, AZ, 85721, USA
| | - Ian Kline
- School of Plant Sciences, University of Arizona, Tucson, AZ, 85721, USA
| | - Alicia Ibáñez
- School of Plant Sciences, University of Arizona, Tucson, AZ, 85721, USA
| | - Nathaniel Yang
- School of Plant Sciences, University of Arizona, Tucson, AZ, 85721, USA
| | - Erik F Y Hom
- Department of Biology, Center for Biodiversity & Conservation Research, University of Mississippi, University, MS, 38677, USA
| | - Ignazio Carbone
- Center for Integrated Fungal Research, Department of Entomology and Plant Pathology, North Carolina State University, Raleigh, NC, 27695, USA
| | - Jana M U'Ren
- Department of Biosystems Engineering, University of Arizona, Tucson, AZ, 85721, USA
| | - A Elizabeth Arnold
- School of Plant Sciences, University of Arizona, Tucson, AZ, 85721, USA.
- Department of Ecology and Evolutionary Biology, University of Arizona, Tucson, AZ, 85721, USA.
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15
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Raudabaugh DB, Wells DG, Matheny PB, Hughes KW, Sargent M, Iturriaga T, Miller AN. In Vitro Observations of the Interactions between Pholiota carbonaria and Polytrichum commune and Its Potential Environmental Relevance. Life (Basel) 2021; 11:518. [PMID: 34204923 PMCID: PMC8227111 DOI: 10.3390/life11060518] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2021] [Revised: 05/28/2021] [Accepted: 06/01/2021] [Indexed: 11/17/2022] Open
Abstract
Wildfires play a critical role in maintaining biodiversity and shaping ecosystem structure in fire-prone regions, and successional patterns involving numerous plant and fungal species in post-fire events have been elucidated. Evidence is growing to support the idea that some post-fire fungi can form endophytic/endolichenic relationships with plants and lichens. However, no direct observations of fire-associated fungal-moss interactions have been visualized to date. Therefore, physical interactions between a post-fire fungus, Pholiota carbonaria, and a moss, Polytrichum commune, were visually examined under laboratory conditions. Fungal appressoria were visualized on germinating spores and living protonemata within two weeks of inoculation in most growth chambers. Appressoria were pigmented, reddish gold to braun, and with a penetration peg. Pigmented, reddish gold to braun fungal hyphae were associated with living tissue, and numerous mature rhizoids contained fungal hyphae at six months. Inter-rhizoidal hyphae were pigmented and reddish gold to braun, but no structures were visualized on mature gametophyte leaf or stem tissues. Based on our visual evidence and previous work, we provide additional support for P. carbonaria having multiple strategies in how it obtains nutrients from the environment, and provide the first visual documentation of these structures in vitro.
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Affiliation(s)
- Daniel B. Raudabaugh
- Illinois Natural History Survey, University of Illinois Urbana-Champaign, Champaign, IL 61820, USA; (D.G.W.); (A.N.M.)
- Department of Environmental Engineering, Duke University, Durham, NC 27708, USA
| | - Daniel G. Wells
- Illinois Natural History Survey, University of Illinois Urbana-Champaign, Champaign, IL 61820, USA; (D.G.W.); (A.N.M.)
- Department of Molecular and Cellular Biology, University of Illinois Urbana-Champaign, Champaign, IL 61820, USA
| | - Patrick B. Matheny
- Department of Ecology and Evolutionary Biology, University of Tennessee, Knoxville, TN 37996, USA; (P.B.M.); (K.W.H.)
| | - Karen W. Hughes
- Department of Ecology and Evolutionary Biology, University of Tennessee, Knoxville, TN 37996, USA; (P.B.M.); (K.W.H.)
| | - Malcolm Sargent
- Department of Plant Biology, University of Illinois Urbana-Champaign, Champaign, IL 61820, USA;
| | - Teresa Iturriaga
- School of Integrative Plant Science, Cornell University, Ithaca, NY 14850, USA;
| | - Andrew N. Miller
- Illinois Natural History Survey, University of Illinois Urbana-Champaign, Champaign, IL 61820, USA; (D.G.W.); (A.N.M.)
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16
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Sun G, Bai S, Guan Y, Wang S, Wang Q, Liu Y, Liu H, Goffinet B, Zhou Y, Paoletti M, Hu X, Haas FB, Fernandez-Pozo N, Czyrt A, Sun H, Rensing SA, Huang J. Are fungi-derived genomic regions related to antagonism towards fungi in mosses? THE NEW PHYTOLOGIST 2020; 228:1169-1175. [PMID: 32578878 DOI: 10.1111/nph.16776] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/14/2020] [Accepted: 06/19/2020] [Indexed: 05/16/2023]
Affiliation(s)
- Guiling Sun
- Key Laboratory of Plant Stress Biology, State Key Laboratory of Crop Stress Adaptation and Improvement, School of Life Sciences, Henan University, Kaifeng, 475004, China
| | - Shenglong Bai
- Key Laboratory of Plant Stress Biology, State Key Laboratory of Crop Stress Adaptation and Improvement, School of Life Sciences, Henan University, Kaifeng, 475004, China
| | - Yanlong Guan
- Key Laboratory for Plant Diversity and Biogeography of East Asia, Yunnan Key Laboratory for Fungal Diversity and Green Development, Kunming Institute of Botany, Chinese Academy of Sciences, Kunming, 650201, China
| | - Shuanghua Wang
- Key Laboratory for Plant Diversity and Biogeography of East Asia, Yunnan Key Laboratory for Fungal Diversity and Green Development, Kunming Institute of Botany, Chinese Academy of Sciences, Kunming, 650201, China
| | - Qia Wang
- Key Laboratory for Plant Diversity and Biogeography of East Asia, Yunnan Key Laboratory for Fungal Diversity and Green Development, Kunming Institute of Botany, Chinese Academy of Sciences, Kunming, 650201, China
| | - Yang Liu
- Fairy Lake Botanical Garden, Chinese Academy of Sciences, Shenzhen, 518004, China
- BGI-Shenzhen, Shenzhen, 518083, China
| | - Huan Liu
- BGI-Shenzhen, Shenzhen, 518083, China
- State Key Laboratory of Agricultural Genomics, BGI-Shenzhen, Shenzhen, 518083, China
| | - Bernard Goffinet
- Ecology and Evolutionary Biology, University of Connecticut, 75N Eagleville Rd, Storrs, CT, 06269-3043, USA
| | - Yun Zhou
- Key Laboratory of Plant Stress Biology, State Key Laboratory of Crop Stress Adaptation and Improvement, School of Life Sciences, Henan University, Kaifeng, 475004, China
| | - Mathieu Paoletti
- Laboratoire de Génétique Moléculaire des Champignons, Institut de Biochimie et de Génétique Cellulaires, UMR 5095 CNRS-Université de Bordeaux 2, 1 rue Camille St Saëns, Bordeaux Cedex, 33077, France
| | - Xiangyang Hu
- College of Life Sciences, Shanghai University, Shanghai, 200444, China
| | - Fabian B Haas
- Plant Cell Biology, Department of Biology, University of Marburg, Marburg, 35043, Germany
| | - Noe Fernandez-Pozo
- Plant Cell Biology, Department of Biology, University of Marburg, Marburg, 35043, Germany
| | - Alia Czyrt
- Plant Cell Biology, Department of Biology, University of Marburg, Marburg, 35043, Germany
| | - Hang Sun
- Key Laboratory for Plant Diversity and Biogeography of East Asia, Yunnan Key Laboratory for Fungal Diversity and Green Development, Kunming Institute of Botany, Chinese Academy of Sciences, Kunming, 650201, China
| | - Stefan A Rensing
- Plant Cell Biology, Department of Biology, University of Marburg, Marburg, 35043, Germany
| | - Jinling Huang
- Key Laboratory of Plant Stress Biology, State Key Laboratory of Crop Stress Adaptation and Improvement, School of Life Sciences, Henan University, Kaifeng, 475004, China
- Key Laboratory for Plant Diversity and Biogeography of East Asia, Yunnan Key Laboratory for Fungal Diversity and Green Development, Kunming Institute of Botany, Chinese Academy of Sciences, Kunming, 650201, China
- Department of Biology, East Carolina University, Greenville, NC, 28590, USA
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17
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Liang Z, Lin X, He Z, Su H, Li W, Ren X. Amino acid and microbial community dynamics during the fermentation of Hong Qu glutinous rice wine. Food Microbiol 2020; 90:103467. [DOI: 10.1016/j.fm.2020.103467] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/10/2019] [Revised: 01/13/2020] [Accepted: 01/19/2020] [Indexed: 01/19/2023]
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18
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Liang Z, Su H, Lin X, He Z, Li W, Deng D. Microbial communities and amino acids during the fermentation of Wuyi Hong Qu Huangjiu. Lebensm Wiss Technol 2020. [DOI: 10.1016/j.lwt.2020.109743] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/20/2023]
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19
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Longley R, Benucci GMN, Mills G, Bonito G. Fungal and bacterial community dynamics in substrates during the cultivation of morels (Morchella rufobrunnea) indoors. FEMS Microbiol Lett 2020; 366:5585883. [PMID: 31603508 DOI: 10.1093/femsle/fnz215] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2019] [Accepted: 10/10/2019] [Indexed: 12/15/2022] Open
Abstract
Morel mushrooms (Morchella, Pezizales) are highly prized edible fungi. Approaches to cultivate morels indoors in pasteurized composted substrates have been successful for Morchella rufobrunnea. We used DNA amplicon sequencing of the Internal Transcribed Spacer (ITS) ribosomal DNA and 16S rRNA gene to follow bacterial and fungal communities in substrates during indoor morel cultivation. Our goal was to determine changes in microbial communities at key stages of morel cultivation, which included primordia development, fundament initiation, differentiation and maturation. Additionally, we compared microbial communities between trays that successfully fruited to those that produced conidia and primordia but aborted before ascocarp formation (non-fruiting). The prokaryotic community was dominated by Firmicutes belonging to Bacillus and Paenibacillus with a lower abundance of Flavobacteria. At earlier stages, the fungal community was dominated by Pezizomycetes including Morchella and other species, whereas, later in the cropping cycle Sordariomycetes dominated. Additionally, differences were observed between trays with successful fruiting, which were dominated by Gilmaniella; compared to trays that did not fruit, which were dominated by Cephalotrichum. Our findings inform understanding of microbial community dynamics during morel cultivation, and show that fungal genera, such as Gilmaniella, and prokaryotic genera, such as Bacillus, are abundant in substrates that support M. rufobrunnea fruiting.
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Affiliation(s)
- Reid Longley
- Department of Microbiology and Molecular Genetics, Michigan State University, 567 Wilson Rd, East Lansing MI, 48823, USA
| | - Gian Maria Niccoló Benucci
- Department of Plant, Soil and Microbial Sciences, Michigan State University, 1066 Bogue St, East Lansing MI, 48824, USA
| | - Gary Mills
- Gourmet Mushrooms Inc., 506 E State St, Scottville MI, 49454, USA
| | - Gregory Bonito
- Department of Microbiology and Molecular Genetics, Michigan State University, 567 Wilson Rd, East Lansing MI, 48823, USA.,Department of Plant, Soil and Microbial Sciences, Michigan State University, 1066 Bogue St, East Lansing MI, 48824, USA
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20
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Hughes KW, Matheny PB, Miller AN, Petersen RH, Iturriaga TM, Johnson KD, Methven AS, Raudabaugh DB, Swenie RA, Bruns TD. Pyrophilous fungi detected after wildfires in the Great Smoky Mountains National Park expand known species ranges and biodiversity estimates. Mycologia 2020; 112:677-698. [PMID: 32497465 DOI: 10.1080/00275514.2020.1740381] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
Abstract
Following a late fall wildfire in 2016 in the Great Smoky Mountains National Park, pyrophilous fungi in burn zones were documented over a 2-y period with respect to burn severity and phenology. Nuc rDNA internal transcribed spacer (ITS1-5.8S-ITS2 = ITS) barcodes were obtained to confirm morphological evaluations. Forty-one taxa of Ascomycota and Basidiomycota were identified from burn sites and categorized as fruiting only in response to fire or fruiting enhanced by fire. Twenty-two species of Pezizales (Ascomycota) were among the earliest to form ascomata in severe burn zones, only one of which had previously been documented in the Great Smoky Mountains National Park. Nineteen species of Basidiomycota, primarily Agaricales, were also documented. Among these, only five species (Coprinellus angulatus, Gymnopilus decipiens, Lyophyllum anthracophilum, Pholiota carbonicola, and Psathyrella pennata) were considered to be obligate pyrophilous taxa, but fruiting of two additional taxa (Hygrocybe conica and Mycena galericulata) was clearly enhanced by fire. Laccaria trichodermophora was an early colonizer of severe burn sites and persisted through the winter of 2017 and into spring and summer of 2018, often appearing in close association with Pinus pungens seedlings. Fruiting of pyrophilous fungi peaked 4-6 mo post fire then diminished, but some continued to fruit up to 2.5 y after the fire. In all, a total of 27 previously unrecorded taxa were added to the All Taxa Biodiversity Inventory (ATBI) database (~0.9%). Most pyrophilous fungi identified in this study are either cosmopolitan or have a Northern Hemisphere distribution, but cryptic endemic lineages were detected in Anthracobia and Sphaerosporella. One new combination, Hygrocybe spadicea var. spadicea f. odora, is proposed.
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Affiliation(s)
- Karen W Hughes
- Department of Ecology and Evolutionary Biology, University of Tennessee , Knoxville, Tennessee 37996
| | - P Brandon Matheny
- Department of Ecology and Evolutionary Biology, University of Tennessee , Knoxville, Tennessee 37996
| | - Andrew N Miller
- Illinois Natural History Survey, University of Illinois Urbana-Champaign , 1816 South Oak Street, Champaign, Illinois 61820
| | - Ronald H Petersen
- Department of Ecology and Evolutionary Biology, University of Tennessee , Knoxville, Tennessee 37996
| | - Teresa M Iturriaga
- Illinois Natural History Survey, University of Illinois Urbana-Champaign , 1816 South Oak Street, Champaign, Illinois 61820.,School of Integrated Plant Science, Cornell University, 334 Plant Science Building , Ithaca, New York 14853-5904
| | - Kristine D Johnson
- Resource Management and Science Division, Great Smoky Mountains National Park, 107 Park Headquarters Road, Gatlinburg, Tennessee 37738
| | - Andrew S Methven
- Department of Biology, Savannah State University , 3219 College Street, Savannah, Georgia 31404
| | - Daniel B Raudabaugh
- Illinois Natural History Survey, University of Illinois Urbana-Champaign , 1816 South Oak Street, Champaign, Illinois 61820.,Department of Plant Biology, University of Illinois Urbana-Champaign , 606 Champaign, Illinois 61801
| | - Rachel A Swenie
- Department of Ecology and Evolutionary Biology, University of Tennessee , Knoxville, Tennessee 37996
| | - Thomas D Bruns
- Department of Plant and Microbial Biology, University of California , Berkeley, California 94520-3102
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21
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Longley R, Noel ZA, Benucci GMN, Chilvers MI, Trail F, Bonito G. Crop Management Impacts the Soybean ( Glycine max) Microbiome. Front Microbiol 2020; 11:1116. [PMID: 32582080 PMCID: PMC7283522 DOI: 10.3389/fmicb.2020.01116] [Citation(s) in RCA: 29] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2020] [Accepted: 05/04/2020] [Indexed: 12/21/2022] Open
Abstract
Soybean (Glycine max) is an important leguminous crop that is grown throughout the United States and around the world. In 2016, soybean was valued at $41 billion USD in the United States alone. Increasingly, soybean farmers are adopting alternative management strategies to improve the sustainability and profitability of their crop. Various benefits have been demonstrated for alternative management systems, but their effects on soybean-associated microbial communities are not well-understood. In order to better understand the impact of crop management systems on the soybean-associated microbiome, we employed DNA amplicon sequencing of the Internal Transcribed Spacer (ITS) region and 16S rRNA genes to analyze fungal and prokaryotic communities associated with soil, roots, stems, and leaves. Soybean plants were sampled from replicated fields under long-term conventional, no-till, and organic management systems at three time points throughout the growing season. Results indicated that sample origin was the main driver of beta diversity in soybean-associated microbial communities, but management regime and plant growth stage were also significant factors. Similarly, differences in alpha diversity are driven by compartment and sample origin. Overall, the organic management system had lower fungal and bacterial Shannon diversity. In prokaryotic communities, aboveground tissues were dominated by Sphingomonas and Methylobacterium while belowground samples were dominated by Bradyrhizobium and Sphingomonas. Aboveground fungal communities were dominated by Davidiella across all management systems, while belowground samples were dominated by Fusarium and Mortierella. Specific taxa including potential plant beneficials such as Mortierella were indicator species of the conventional and organic management systems. No-till management increased the abundance of groups known to contain plant beneficial organisms such as Bradyrhizobium and Glomeromycotina. Network analyses show different highly connected hub taxa were present in each management system. Overall, this research demonstrates how specific long-term cropping management systems alter microbial communities and how those communities change throughout the growth of soybean.
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Affiliation(s)
- Reid Longley
- Department of Microbiology and Molecular Genetics, Michigan State University, East Lansing, MI, United States
| | - Zachary A Noel
- Department of Plant, Soil and Microbial Sciences, Michigan State University, East Lansing, MI, United States
| | - Gian Maria Niccolò Benucci
- Department of Plant, Soil and Microbial Sciences, Michigan State University, East Lansing, MI, United States
| | - Martin I Chilvers
- Department of Plant, Soil and Microbial Sciences, Michigan State University, East Lansing, MI, United States.,Genetics and Genomic Sciences Program, Michigan State University, East Lansing, MI, United States
| | - Frances Trail
- Department of Plant, Soil and Microbial Sciences, Michigan State University, East Lansing, MI, United States.,Department of Plant Biology, Michigan State University, East Lansing, MI, United States
| | - Gregory Bonito
- Department of Microbiology and Molecular Genetics, Michigan State University, East Lansing, MI, United States.,Department of Plant, Soil and Microbial Sciences, Michigan State University, East Lansing, MI, United States
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22
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Liang ZC, Lin XZ, He ZG, Su H, Li WX, Guo QQ. Comparison of microbial communities and amino acid metabolites in different traditional fermentation starters used during the fermentation of Hong Qu glutinous rice wine. Food Res Int 2020; 136:109329. [PMID: 32846528 DOI: 10.1016/j.foodres.2020.109329] [Citation(s) in RCA: 25] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2019] [Revised: 05/14/2020] [Accepted: 05/16/2020] [Indexed: 10/24/2022]
Abstract
Hong Qu glutinous rice wine (HQGRW) is produced from glutinous rice with the addition of the traditional fermentation starter Hong Qu (mainly Gutian Hong Qu and Wuyi Hong Qu) has been added. It is unpalatable and rejected by consumers because the bitter and umami tastes are too high. The objective of this study was to compare the dynamics of the microbial communities and amino acids especially those in the different traditional fermentation starters used during HQGRW fermentation, and elucidate the key microbes responsible for amino acids. Three widely-used types of Hong Qu starters were used which can make different bitterness and umami in our previous studies, namely, black Wuyi Hong Qu (WB), red Wuyi Hong Qu (WR), and Gutian Hong Qu (GT). The living dynamics of fungal and bacterial communities during the fermentation were determined by high-throughput sequencing and rRNA gene sequencing technology for the first time. The content of amino acids in the HQGRW were determined by reverse-phase high-performance liquid chromatography analysis. The results showed that there were differences between fungal communities during the fermentation process in Wuyi Hong Qu and Gutian Hong Qu starters and between bacterial communities during the fermentation process in the three types of starters. The amino acid content of the samples showed an increasing trend in each group. The total amino acids, as well as the bitter, sweet, umami, astringent amino acids, in the GT Hong Qu group increased more slowly during fermentation, as comparerd to those in WB and WR groups. Furthermore, Meyerozyma, Saccharomyces, Bacillus, Rhizopus, Pediococcus, Monascus, and Halomonas were strongly positively correlated with the content of bitter and umami amino acids (|r| > 0.6 with FDR adjusted P < 0.05) by Spearman's correlation analysis. To conclude, these findings may contribute to a better understanding of the bitter and umami amino acid production mechanism during traditional fermentation and helpful in improving the taste of HQGRW.
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Affiliation(s)
- Zhang-Cheng Liang
- Institute of Agricultural Engineering Technology, Fujian Academy of Agricultural Sciences, Fuzhou, Fujian, China; Fujian Key Laboratory of Agricultural Products (Food) Processing, Fuzhou, Fujian, China
| | - Xiao-Zi Lin
- Institute of Agricultural Engineering Technology, Fujian Academy of Agricultural Sciences, Fuzhou, Fujian, China; Fujian Key Laboratory of Agricultural Products (Food) Processing, Fuzhou, Fujian, China.
| | - Zhi-Gang He
- Institute of Agricultural Engineering Technology, Fujian Academy of Agricultural Sciences, Fuzhou, Fujian, China; Fujian Key Laboratory of Agricultural Products (Food) Processing, Fuzhou, Fujian, China.
| | - Hao Su
- Institute of Agricultural Engineering Technology, Fujian Academy of Agricultural Sciences, Fuzhou, Fujian, China; Fujian Key Laboratory of Agricultural Products (Food) Processing, Fuzhou, Fujian, China
| | - Wei-Xin Li
- Institute of Agricultural Engineering Technology, Fujian Academy of Agricultural Sciences, Fuzhou, Fujian, China; Fujian Key Laboratory of Agricultural Products (Food) Processing, Fuzhou, Fujian, China
| | - Qi-Qi Guo
- Institute of Agricultural Engineering Technology, Fujian Academy of Agricultural Sciences, Fuzhou, Fujian, China; Fujian Key Laboratory of Agricultural Products (Food) Processing, Fuzhou, Fujian, China
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23
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Benucci GMN, Burnard D, Shepherd LD, Bonito G, Munkacsi AB. Evidence for Co-evolutionary History of Early Diverging Lycopodiaceae Plants With Fungi. Front Microbiol 2020; 10:2944. [PMID: 32010072 PMCID: PMC6974469 DOI: 10.3389/fmicb.2019.02944] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2019] [Accepted: 12/06/2019] [Indexed: 11/13/2022] Open
Abstract
Lycopods are tracheophytes in the Kingdom Plantae and represent one of the oldest lineages of living vascular plants. Symbiotic interactions between these plants with fungi and bacteria, including fine root endophytes in Endogonales, have been hypothesized to have helped early diverging plant lineages colonize land. However, attempts to study the lycopod rhizobiome in its natural environment are still limited. In this study, we used Illumina amplicon sequencing to characterize fungal and bacterial diversity in nine Lycopodiaceae (club moss) species collected in New Zealand. This was done with generic fungal ITS rDNA primers, as well as Endogonales- and arbuscular mycorrhizal fungi (AMF)-selective primer sets targeting the 18S rDNA, and generic bacterial primers targeting the V4 region of the 16S rDNA. We found that the Lycopodiaceae rhizobiome was comprised of an unexpected high frequency of Basidiomycota and Ascomycota coincident with a low abundance of Endogonales and Glomerales. The distribution and abundance of Endogonales varied with host lycopod, and included a novel taxon as well as a single operational taxonomic unit (OTU) that was detected across all plant species. The Lycopodiaceae species with the greatest number and also most unique OTUs was Phlegmariurus varius, while the plant species that shared the most fungal OTUs were Lycopodiella fastigiatum and Lycopodium scariosum. The bacterial OTU distribution was generally not consistent with fungal OTU distribution. For example, community dissimilarity analysis revealed strong concordance between the evolutionary histories of host plants with the fungal community but not with the bacterial community, indicating that Lycopodiaceae have evolved specific relationships with their fungal symbionts. Notably, nearly 16% of the ITS rDNA fungal diversity detected in the Lycopodiaceae rhizobiome remained poorly classified, indicating there is much plant-associated fungal diversity left to describe in New Zealand.
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Affiliation(s)
- Gian Maria Niccolò Benucci
- Department of Plant, Soil and Microbial Sciences, Michigan State University, East Lansing, MI, United States
| | - Delaney Burnard
- School of Biological Sciences, Victoria University of Wellington, Wellington, New Zealand
| | - Lara D Shepherd
- Museum of New Zealand Te Papa Tongarewa, Wellington, New Zealand
| | - Gregory Bonito
- Department of Plant, Soil and Microbial Sciences, Michigan State University, East Lansing, MI, United States
| | - Andrew B Munkacsi
- School of Biological Sciences, Victoria University of Wellington, Wellington, New Zealand
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24
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Liang Z, Lin X, He Z, Li W, Ren X, Lin X. Dynamic changes of total acid and bacterial communities during the traditional fermentation of Hong Qu glutinous rice wine. ELECTRON J BIOTECHN 2020. [DOI: 10.1016/j.ejbt.2019.12.002] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/16/2023] Open
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25
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Wang X, Hsu C, Dubeux JCB, Mackowiak C, Blount A, Han X, Liao H. Effects of rhizoma peanut cultivars ( Arachis glabrata Benth.) on the soil bacterial diversity and predicted function in nitrogen fixation. Ecol Evol 2019; 9:12676-12687. [PMID: 31788206 PMCID: PMC6875664 DOI: 10.1002/ece3.5735] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2019] [Revised: 08/29/2019] [Accepted: 08/30/2019] [Indexed: 12/25/2022] Open
Abstract
There is a growing awareness of the importance of soil microorganisms in agricultural management practices. Currently, much less is known about whether different crop cultivar has an effect on the taxonomic structure and diversity, and specific functions of soil bacterial communities. Here, we examined the changes of the diversity and composition and enzyme-encoding nitrogenase genes in a long-term field experiment with seven different rhizoma peanut cultivars in southeastern USA, coupling high-throughput 16S rRNA gene sequencing and the sequence-based function prediction with Tax4Fun. Of the 32 phyla detected (Proteobacteria class), 13 were dominant: Acidobacteria, Alphaproteobacteria, Actinobacteria, Betaproteobacteria, Bacteroidetes, Verrucomicrobia, Gammaproteobacteria, Deltaproteobacteria, Gemmatimonadetes, Firmicutes, Nitrospirae, Chloroflexi, and Planctomycetes (relative abundance >1%). We found no evidence that the diversity and composition of bacterial communities were significantly different among different cultivars, but the abundance of some dominant bacterial groups that have N-fixation potentials (at broad or fine taxonomic level) and predicted abundances of some enzyme-encoding nitrogenase genes showed significant across-cultivar differences. The nitrogenase genes were notably abundant in Florigraze and Latitude soils while remarkably lower in Arbook and UF_TITO soils when compared with other cultivars, indicating different nitrogen fixation potentials among different cultivars. The findings also suggest that the abundance of certain bacterial taxa and the specific function bacteria perform in ecosystems can have an inherent association. Our study is helpful to understand how microbiological responses and feedback to different plant genotypes through the variation in structure and function of their communities in the rhizosphere.
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Affiliation(s)
- Xiao‐Bo Wang
- North Florida Research and Education CenterUniversity of FloridaQuincyFLUSA
- Erguna Forest‐Steppe Ecotone Research StationInstitute of Applied EcologyChinese Academy of SciencesShenyangChina
- Key Laboratory of Vegetation EcologyMinistry of EducationNortheast Normal UniversityChangchunChina
| | - Chih‐Ming Hsu
- North Florida Research and Education CenterUniversity of FloridaQuincyFLUSA
| | - José C. B. Dubeux
- North Florida Research and Education CenterUniversity of FloridaMariannaFLUSA
| | - Cheryl Mackowiak
- North Florida Research and Education CenterUniversity of FloridaQuincyFLUSA
| | - Ann Blount
- North Florida Research and Education CenterUniversity of FloridaMariannaFLUSA
| | - Xing‐Guo Han
- Erguna Forest‐Steppe Ecotone Research StationInstitute of Applied EcologyChinese Academy of SciencesShenyangChina
- Institute of BotanyChinese Academy of SciencesBeijingChina
| | - Hui‐Ling Liao
- North Florida Research and Education CenterUniversity of FloridaQuincyFLUSA
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26
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Benucci GMN, Longley R, Zhang P, Zhao Q, Bonito G, Yu F. Microbial communities associated with the black morel Morchella sextelata cultivated in greenhouses. PeerJ 2019; 7:e7744. [PMID: 31579614 PMCID: PMC6766373 DOI: 10.7717/peerj.7744] [Citation(s) in RCA: 41] [Impact Index Per Article: 8.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2019] [Accepted: 08/25/2019] [Indexed: 12/28/2022] Open
Abstract
Morels (Morchella spp.) are iconic edible mushrooms with a long history of human consumption. Some microbial taxa are hypothesized to be important in triggering the formation of morel primordia and development of fruiting bodies, thus, there is interest in the microbial ecology of these fungi. To identify and compare fungal and prokaryotic communities in soils where Morchella sextelata is cultivated in outdoor greenhouses, ITS and 16S rDNA high throughput amplicon sequencing and microbiome analyses were performed. Pedobacter, Pseudomonas, Stenotrophomonas, and Flavobacterium were found to comprise the core microbiome of M. sextelata ascocarps. These bacterial taxa were also abundant in the soil beneath growing fruiting bodies. A total of 29 bacterial taxa were found to be statistically associated to Morchella fruiting bodies. Bacterial community network analysis revealed high modularity with some 16S rDNA operational taxonomic unit clusters living in specialized fungal niches (e.g., pileus, stipe). Other fungi dominating the soil mycobiome beneath morels included Morchella, Phialophora, and Mortierella. This research informs understanding of microbial indicators and potential facilitators of Morchella ecology and fruiting body production.
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Affiliation(s)
| | - Reid Longley
- Microbiology and Molecular Genetics, Michigan State University, East Lansing, MI, USA
| | - Peng Zhang
- CAS Key Laboratory for East Asia Biodiversity and Biogeography, Kunming Institute of Botany, Chinese Academy of Sciences, Yunnan, China
| | - Qi Zhao
- CAS Key Laboratory for East Asia Biodiversity and Biogeography, Kunming Institute of Botany, Chinese Academy of Sciences, Yunnan, China
| | - Gregory Bonito
- Plant Soil and Microbial Sciences, Michigan State University, East Lansing, MI, USA.,Microbiology and Molecular Genetics, Michigan State University, East Lansing, MI, USA
| | - Fuqiang Yu
- CAS Key Laboratory for East Asia Biodiversity and Biogeography, Kunming Institute of Botany, Chinese Academy of Sciences, Yunnan, China
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27
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Liao HL, Bonito G, Rojas JA, Hameed K, Wu S, Schadt CW, Labbé J, Tuskan GA, Martin F, Grigoriev IV, Vilgalys R. Fungal Endophytes of Populus trichocarpa Alter Host Phenotype, Gene Expression, and Rhizobiome Composition. MOLECULAR PLANT-MICROBE INTERACTIONS : MPMI 2019; 32:853-864. [PMID: 30699306 DOI: 10.1094/mpmi-05-18-0133-r] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/09/2023]
Abstract
Mortierella and Ilyonectria genera include common species of soil fungi that are frequently detected as root endophytes in many plants, including Populus spp. However, the ecological roles of these and other endophytic fungi with respect to plant growth and function are still not well understood. The functional ecology of two key taxa from the P. trichocarpa rhizobiome, M. elongata PMI93 and I. europaea PMI82, was studied by coupling forest soil bioassays with environmental metatranscriptomics. Using soil bioassay experiments amended with fungal inoculants, M. elongata was observed to promote the growth of P. trichocarpa. This response was cultivar independent. In contrast, I. europaea had no visible effect on P. trichocarpa growth. Metatranscriptomic studies revealed that these fungi impacted rhizophytic and endophytic activities in P. trichocarpa and induced shifts in soil and root microbial communities. Differential expression of core genes in P. trichocarpa roots was observed in response to both fungal species. Expression of P. trichocarpa genes for lipid signaling and nutrient uptake were upregulated, and expression of genes associated with gibberellin signaling were altered in plants inoculated with M. elongata, but not I. europaea. Upregulation of genes for growth promotion, downregulation of genes for several leucine-rich repeat receptor kinases, and alteration of expression of genes associated with plant defense responses (e.g., jasmonic acid, salicylic acid, and ethylene signal pathways) also suggest that M. elongata manipulates plant defenses while promoting plant growth.
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Affiliation(s)
- Hui-Ling Liao
- 1 North Florida Research and Education Center, University of Florida, 155 Research Road, Quincy, FL 32351, U.S.A
| | - Gregory Bonito
- 2 Department of Plant, Soil and Microbial Sciences, Michigan State University, East Lansing, MI 48824, U.S.A
| | - J Alejandro Rojas
- 3 Department of Biology, Duke University, Durham, NC, U.S.A
- 4 Plant Pathology Department, University of Arkansas, 211 PTSC-Fayetteville, AR 72701, U.S.A
| | - Khalid Hameed
- 3 Department of Biology, Duke University, Durham, NC, U.S.A
| | - Steven Wu
- 5 Independent Researcher, Davis, CA, U.S.A
| | - Christopher W Schadt
- 6 Oak Ridge National Laboratory, 1 Bethel Valley Road, Oak Ridge, TN 37830, U.S.A
| | - Jessy Labbé
- 6 Oak Ridge National Laboratory, 1 Bethel Valley Road, Oak Ridge, TN 37830, U.S.A
| | - Gerald A Tuskan
- 6 Oak Ridge National Laboratory, 1 Bethel Valley Road, Oak Ridge, TN 37830, U.S.A
| | - Francis Martin
- 7 INRA, UMR 1136 INRA-University of Lorraine, Interactions Arbres/Microorganismes, Laboratory of Excellence ARBRE, INRA-Nancy, 54280, Champenoux, France
| | - Igor V Grigoriev
- 8 U.S. Department of Energy Joint Genome Institute and Department of Plant and Microbial Biology, University of California Berkeley, 2800 Mitchell Drive, Walnut Creek, CA 94598, U.S.A
| | - Rytas Vilgalys
- 3 Department of Biology, Duke University, Durham, NC, U.S.A
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28
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Beule L, Chen KH, Hsu CM, Mackowiak C, Dubeux Jr. JC, Blount A, Liao HL. Soil bacterial and fungal communities of six bahiagrass cultivars. PeerJ 2019; 7:e7014. [PMID: 31179193 PMCID: PMC6545100 DOI: 10.7717/peerj.7014] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2019] [Accepted: 04/19/2019] [Indexed: 12/29/2022] Open
Abstract
BACKGROUND Cultivars of bahiagrass (Paspalum notatum Flüggé) are widely used for pasture in the Southeastern USA. Soil microbial communities are unexplored in bahiagrass and they may be cultivar-dependent, as previously proven for other grass species. Understanding the influence of cultivar selection on soil microbial communities is crucial as microbiome taxa have repeatedly been shown to be directly linked to plant performance. OBJECTIVES This study aimed to determine whether different bahiagrass cultivars interactively influence soil bacterial and fungal communities. METHODS Six bahiagrass cultivars ('Argentine', 'Pensacola', 'Sand Mountain', 'Tifton 9', 'TifQuik', and 'UF-Riata') were grown in a randomized complete block design with four replicate plots of 4.6 × 1.8 m per cultivar in a Rhodic Kandiudults soil in Northwest Florida, USA. Three soil subsamples per replicate plot were randomly collected. Soil DNA was extracted and bacterial 16S ribosomal RNA and fungal ribosomal internal transcribed spacer 1 genes were amplified and sequenced with one Illumina Miseq Nano. RESULTS The soil bacterial and fungal community across bahiagrass cultivars showed similarities with communities recovered from other grassland ecosystems. Few differences in community composition and diversity of soil bacteria among cultivars were detected; none were detected for soil fungi. The relative abundance of sequences assigned to nitrite-oxidizing Nitrospira was greater under 'Sand Mountain' than 'UF-Riata'. Indicator species analysis revealed that several bacterial and fungal indicators associated with either a single cultivar or a combination of cultivars are likely to be plant pathogens or antagonists. CONCLUSIONS Our results suggest a low impact of plant cultivar choice on the soil bacterial community composition, whereas the soil fungal community was unaffected. Shifts in the relative abundance of Nitrospira members in response to cultivar choice may have implications for soil N dynamics. The cultivars associated with presumptive plant pathogens or antagonists indicates that the ability of bahiagrass to control plant pathogens may be cultivar-dependent, however, physiological studies on plant-microbe interactions are required to confirm this presumption. We therefore suggest that future studies should explore the potential of different bahiagrass cultivars on plant pathogen control, particularly in sod-based crop rotation.
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Affiliation(s)
- Lukas Beule
- Molecular Phytopathology and Mycotoxin Research, Georg-August Universität Göttingen, Goettingen, Germany
- North Florida Research and Education Center, University of Florida, Quincy, FL, United States of America
| | - Ko-Hsuan Chen
- North Florida Research and Education Center, University of Florida, Quincy, FL, United States of America
| | - Chih-Ming Hsu
- North Florida Research and Education Center, University of Florida, Quincy, FL, United States of America
| | - Cheryl Mackowiak
- North Florida Research and Education Center, University of Florida, Quincy, FL, United States of America
| | - Jose C.B. Dubeux Jr.
- North Florida Research and Education Center, University of Florida, Marianna, FL, United States of America
| | - Ann Blount
- North Florida Research and Education Center, University of Florida, Quincy, FL, United States of America
| | - Hui-Ling Liao
- North Florida Research and Education Center, University of Florida, Quincy, FL, United States of America
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29
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Chen KH, Liao HL, Bellenger JP, Lutzoni F. Differential gene expression associated with fungal trophic shifts along the senescence gradient of the moss Dicranum scoparium. Environ Microbiol 2019; 21:2273-2289. [PMID: 30900793 DOI: 10.1111/1462-2920.14605] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2018] [Revised: 03/19/2019] [Accepted: 03/21/2019] [Indexed: 02/05/2023]
Abstract
Bryophytes harbour microbiomes, including diverse communities of fungi. The molecular mechanisms by which perennial mosses interact with these fungal partners along their senescence gradients are unknown, yet this is an ideal system to study variation in gene expression associated with trophic state transitions. We investigated differentially expressed genes of fungal communities and their host Dicranum scoparium across its naturally occurring senescence gradient using a metatranscriptomic approach. Higher activity of fungal nutrient-related (carbon, nitrogen, phosphorus and sulfur) transporters and Carbohydrate-Active enZyme (CAZy) genes was detected toward the bottom, partially decomposed, layer of the moss. The most prominent variation in the expression levels of fungal nutrient transporters was from inorganic nitrogen-related transporters, whereas the breakdown of organonitrogens was detected as the most enriched gene ontology term for the host D. scoparium, for those transcripts having higher expression in the partially decomposed layer. The abundance of bacterial rRNA transcripts suggested that more living members of Cyanobacteria are associated with the photosynthetic layer of D. scoparium, while members of Rhizobiales are detected throughout the gametophytes. Plant genes for specific fungal-plant communication, including defense responses, were differentially expressed, suggesting that different genetic pathways are involved in plant-microbe crosstalk in photosynthetic tissues compared to partially decomposed tissues.
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Affiliation(s)
- Ko-Hsuan Chen
- Department of Biology, Duke University, Durham, NC, USA
| | - Hui-Ling Liao
- North Florida Research and Education Center, University of Florida, Quincy, FL, USA
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30
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Exploring the natural microbiome of the model liverwort: fungal endophyte diversity in Marchantia polymorpha L. Symbiosis 2019. [DOI: 10.1007/s13199-019-00597-4] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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31
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McCoy A, Roth M, Shay R, Noel Z, Jayawardana MA, Longley R, Bonito G, Chilvers M. Identification of Fungal Communities Within the Tar Spot Complex of Corn in Michigan via Next-Generation Sequencing. PHYTOBIOMES JOURNAL 2019; 3:235-243. [PMID: 31867561 PMCID: PMC6923758 DOI: 10.1094/pbiomes-03-19-0017-r] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/11/2023]
Abstract
Tar spot is a fungal disease complex of corn that has been destructive and yield limiting in Central and South America for nearly 50 years. Phyllachora maydis, the causal agent of tar spot, is an emerging corn pathogen in the United States, first reported in 2015 from major corn producing regions of the country. The tar spot disease complex putatively includes Monographella maydis (syn. Microdochium maydis), which increases disease damage through the development of necrotic halos surrounding tar spot lesions. These necrotic halos, termed "fish-eye" symptoms, have been identified in the United States, though Monographella maydis has not yet been confirmed. A recent surge in disease severity and loss of yield attributed to tar spot in the United States has led to increased attention and expanded efforts to understand the disease complex and how to manage it. In this study, next-generation sequencing of the internal transcribed spacer-1 (ITS1) ribosomal DNA was used to identify fungal taxa that distinguish tar spot infections with or without fish-eye symptoms. Fungal communities within tar spot only lesions were significantly different from communities having fish-eye symptoms. Two low abundance OTUs were identified as Microdochium sp., however, neither were associated with fish-eye symptom development. Interestingly, a single OTU was found to be significantly more abundant in fish-eye lesions compared to tar spot lesions and had a 91% ITS1 identity to Neottiosporina paspali. In addition, the occurrence of this OTU was positively associated with Phyllachora maydis fish-eye symptom networks, but not in tar spot symptom networks. Neottiosporina paspali has been reported to cause necrotic lesions on various monocot grasses. Whether the related fungus we detected is part of the tar-spot complex of corn and responsible for fish-eye lesions remains to be tested. Alternatively, many OTUs identified as Phyllachora maydis, suggesting that different isolate genotypes may be capable of causing both tar spot and fish-eye symptoms, independent of other fungi. We conclude that Monographella maydis is not required for fish-eye symptoms in tar spot of corn.
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Affiliation(s)
- A.G. McCoy
- Department of Plant, Soil and Microbial Sciences, Michigan
State University, East Lansing, MI, 48824
| | - M.G. Roth
- Department of Plant, Soil and Microbial Sciences, Michigan
State University, East Lansing, MI, 48824
- Genetics Graduate Program, Michigan State University, East
Lansing, MI, 48824
| | - R. Shay
- Department of Plant Biology, Michigan State University,
East Lansing, MI, 48824
| | - Z.A. Noel
- Department of Plant, Soil and Microbial Sciences, Michigan
State University, East Lansing, MI, 48824
- Program in Ecology, Evolutionary Biology, and Behavior,
Michigan State University, East Lansing, MI, 48824
| | - M. A. Jayawardana
- Department of Plant, Soil and Microbial Sciences, Michigan
State University, East Lansing, MI, 48824
| | - R.W. Longley
- Department of Microbiology and Molecular Genetics, Michigan
State University, East Lansing, MI, 48824
| | - G. Bonito
- Department of Plant, Soil and Microbial Sciences, Michigan
State University, East Lansing, MI, 48824
- Department of Microbiology and Molecular Genetics, Michigan
State University, East Lansing, MI, 48824
- Program in Ecology, Evolutionary Biology, and Behavior,
Michigan State University, East Lansing, MI, 48824
- Corresponding authors: Martin I. Chilvers,
; Gregory Bonito,
| | - M.I. Chilvers
- Department of Plant, Soil and Microbial Sciences, Michigan
State University, East Lansing, MI, 48824
- Genetics Graduate Program, Michigan State University, East
Lansing, MI, 48824
- Program in Ecology, Evolutionary Biology, and Behavior,
Michigan State University, East Lansing, MI, 48824
- Corresponding authors: Martin I. Chilvers,
; Gregory Bonito,
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Gene mutation associated with esl mediates shifts on fungal community composition in rhizosphere soil of rice at grain-filling stage. Sci Rep 2018; 8:17521. [PMID: 30504850 PMCID: PMC6269515 DOI: 10.1038/s41598-018-35578-y] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2017] [Accepted: 10/15/2018] [Indexed: 02/04/2023] Open
Abstract
Generally, plant roots shape the rhizosphere fungal community but how individual plant genes involved in senescence affect this shaping is less studied. We used an early senescence leaf (esl) mutant rice and compared it with its isogenic wild type variety to evaluate the effect of the vacuolar H+-ATPase (VHA-A1) gene mutation on the rhizosphere fungal community structure and composition using a metagenomic pyrosequencing approach. The most predominate fungal phyla identified for both isogenic lines belonged to Ascomycota, Basidiomycota and Glomeromycota, where Ascomycota were more prevalent in the esl mutant than the wild type variety. Real-time quantitative PCR analysis confirmed a significant rise in the richness of Cladosporium cladosporioides in esl mutant rice than the wild type variety. Correlation analysis revealed four most abundant genera identified for the esl mutant and their close association with yield and biomass decline, lipid peroxidation, lower root vitality, chlorophyll degradation and limited VHA activity. Higher K+ efflux, H+ and a lower Ca2+ influx was also observed in the esl mutant which could be the reason for abnormal functioning of mutant plants. These results illustrate that besides the well-known effect of senescence on plant physiology and yield decline, it can further shape the rhizosphere fungal community.
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Korotkin HB, Swenie RA, Miettinen O, Budke JM, Chen KH, Lutzoni F, Smith ME, Matheny PB. Stable isotope analyses reveal previously unknown trophic mode diversity in the Hymenochaetales. AMERICAN JOURNAL OF BOTANY 2018; 105:1869-1887. [PMID: 30368779 DOI: 10.1002/ajb2.1183] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/24/2018] [Accepted: 08/02/2018] [Indexed: 06/08/2023]
Abstract
PREMISE OF THE STUDY The Hymenochaetales are dominated by lignicolous saprotrophic fungi involved in wood decay. However, the group also includes bryophilous and terricolous taxa, but their modes of nutrition are not clear. Here, we investigate patterns of carbon and nitrogen utilization in numerous non-lignicolous Hymenochaetales and provide a phylogenetic context in which these non-canonical ecological guilds arose. METHODS We combined stable isotope analyses of δ13 C and δ15 N and phylogenetic analyses to explore assignment and evolution of nutritional modes. Clustering procedures and statistical tests were performed to assign trophic modes to Hymenochaetales and test for differences between varying ecologies. Genomes of Hymenochaetales were mined for presence of enzymes involved in plant cell wall and lignin degradation and sucrolytic activity. KEY RESULTS Three different trophic clusters were detected - biotrophic, saprotrophic, and a second biotrophic cluster including many bryophilous Hymenochaetales and mosses. Non-lignicolous Hymenochaetales are generally biotrophic. All lignicolous Hymenochaetales clustered as saprotrophic and most terricolous Hymenochaetales clustered as ectomycorrhizal. Overall, at least 15 species of Hymenochaetales are inferred as biotrophic. Bryophilous species of Rickenella can degrade plant cell walls and lignin, and cleave sucrose to glucose consistent with a parasitic or endophytic life style. CONCLUSIONS Most non-lignicolous Hymenochaetales are biotrophic. Stable isotope values of many bryophilous Hymenochaetales cluster as ectomycorrhizal or in a biotrophic cluster indicative of parasitism or an endophytic life style. Overall, trophic mode diversity in the Hymenochaetales is greater than anticipated, and non-lignicolous ecological traits and biotrophic modes of nutrition are evolutionarily derived features.
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Affiliation(s)
- Hailee B Korotkin
- Department of Ecology and Evolutionary Biology, University of Tennessee, 1416 Circle Drive, Knoxville, Tennessee, 37996, USA
| | - Rachel A Swenie
- Department of Ecology and Evolutionary Biology, University of Tennessee, 1416 Circle Drive, Knoxville, Tennessee, 37996, USA
| | - Otto Miettinen
- Botanical Museum, Finnish Museum of Natural History, University of Helsinki, PO Box 7, FI-00014, Finland
| | - Jessica M Budke
- Department of Ecology and Evolutionary Biology, University of Tennessee, 1416 Circle Drive, Knoxville, Tennessee, 37996, USA
| | - Ko-Hsuan Chen
- Department of Biology, Duke University, Box 90338, Durham, North Carolina, 27708, USA
| | - François Lutzoni
- Department of Biology, Duke University, Box 90338, Durham, North Carolina, 27708, USA
| | - Matthew E Smith
- Institute of Food and Agricultural Sciences, Plant Pathology, University of Florida, 2550 Hull Road, Gainesville, Florida, 32611, USA
| | - P Brandon Matheny
- Department of Ecology and Evolutionary Biology, University of Tennessee, 1416 Circle Drive, Knoxville, Tennessee, 37996, USA
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