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Cittadino GM, Andrews J, Purewal H, Estanislao Acuña Avila P, Arnone JT. Functional Clustering of Metabolically Related Genes Is Conserved across Dikarya. J Fungi (Basel) 2023; 9:jof9050523. [PMID: 37233234 DOI: 10.3390/jof9050523] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2023] [Revised: 04/08/2023] [Accepted: 04/27/2023] [Indexed: 05/27/2023] Open
Abstract
Transcriptional regulation is vital for organismal survival, with many layers and mechanisms collaborating to balance gene expression. One layer of this regulation is genome organization, specifically the clustering of functionally related, co-expressed genes along the chromosomes. Spatial organization allows for position effects to stabilize RNA expression and balance transcription, which can be advantageous for a number of reasons, including reductions in stochastic influences between the gene products. The organization of co-regulated gene families into functional clusters occurs extensively in Ascomycota fungi. However, this is less characterized within the related Basidiomycota fungi despite the many uses and applications for the species within this clade. This review will provide insight into the prevalence, purpose, and significance of the clustering of functionally related genes across Dikarya, including foundational studies from Ascomycetes and the current state of our understanding throughout representative Basidiomycete species.
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Affiliation(s)
- Gina M Cittadino
- Department of Biological and Environmental Sciences, Le Moyne College, Syracuse, NY 13214, USA
| | - Johnathan Andrews
- Department of Biological and Environmental Sciences, Le Moyne College, Syracuse, NY 13214, USA
| | - Harpreet Purewal
- Department of Biological and Environmental Sciences, Le Moyne College, Syracuse, NY 13214, USA
| | | | - James T Arnone
- Department of Biological and Environmental Sciences, Le Moyne College, Syracuse, NY 13214, USA
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50 Years of Cumulative Open-Source Data Confirm Stable and Robust Biodiversity Distribution Patterns for Macrofungi. J Fungi (Basel) 2022; 8:jof8090981. [PMID: 36135705 PMCID: PMC9504596 DOI: 10.3390/jof8090981] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2022] [Revised: 09/12/2022] [Accepted: 09/16/2022] [Indexed: 11/17/2022] Open
Abstract
Fungi are a hyper-diverse kingdom that contributes significantly to the regulation of the global carbon and nutrient cycle. However, our understanding of the distribution of fungal diversity is often hindered by a lack of data, especially on a large spatial scale. Open biodiversity data may provide a solution, but concerns about the potential spatial and temporal bias in species occurrence data arising from different observers and sampling protocols challenge their utility. The theory of species accumulation curves predicts that the cumulative number of species reaches an asymptote when the sampling effort is sufficiently large. Thus, we hypothesize that open biodiversity data could be used to reveal large-scale macrofungal diversity patterns if these datasets are accumulated long enough. Here, we tested our hypothesis with 50 years of macrofungal occurrence records in Norway and Sweden that were downloaded from the Global Biodiversity Information Facility (GBIF). We first grouped the data into five temporal subsamples with different cumulative sampling efforts (i.e., accumulation of data for 10, 20, 30, 40 and 50 years). We then predicted the macrofungal diversity and distribution at each subsample using the maximum entropy (MaxEnt) species distribution model. The results revealed that the cumulative number of macrofungal species stabilized into distinct distribution patterns with localized hotspots of predicted macrofungal diversity with sampling efforts greater than approximately 30 years. Our research demonstrates the utility and importance of the long-term accumulated open biodiversity data in studying macrofungal diversity and distribution at the national level.
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Hussain S, Liu H, Liu S, Yin Y, Yuan Z, Zhao Y, Cao H. Distribution and Assembly Processes of Soil Fungal Communities along an Altitudinal Gradient in Tibetan Plateau. J Fungi (Basel) 2021; 7:jof7121082. [PMID: 34947064 PMCID: PMC8706254 DOI: 10.3390/jof7121082] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2021] [Revised: 12/09/2021] [Accepted: 12/14/2021] [Indexed: 12/25/2022] Open
Abstract
In soil ecosystems, fungi exhibit diverse biodiversity and play an essential role in soil biogeochemical cycling. Fungal diversity and assembly processes across soil strata along altitudinal gradients are still unclear. In this study, we investigated the structure and abundance of soil fungal communities among soil strata and elevational gradients on the Tibetan Plateau using Illumina MiSeq sequencing of internal transcribed spacer1 (ITS1). The contribution of neutral and niche ecological processes were quantified using a neutral community model and a null model-based methodology. Our results showed that fungal gene abundance increased along altitudinal gradients, while decreasing across soil strata. Along with altitudinal gradients, fungal α-diversity (richness) decreased from surface to deeper soil layers, while β-diversity showed weak correlations with elevations. The neutral community model showed an excellent fit for neutral processes and the lowest migration rate (R2 = 0.75). The null model showed that stochastic processes dominate in all samples (95.55%), dispersal limitations were dominated at the surface layer and decreased significantly with soil strata, while undominated processes (ecological drift) show a contrary trend. The log-normal model and the null model (βNTI) correlation analysis also neglect the role of niche-based processes. We conclude that stochastic dispersal limitations, together with ecological drifts, drive fungal communities.
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Affiliation(s)
- Sarfraz Hussain
- Key Laboratory of Agricultural Environmental Microbiology, Ministry of Agriculture and Rural Affairs, College of Life Sciences, Nanjing Agricultural University, Nanjing 210095, China; (S.H.); (H.L.); (S.L.); (Y.Y.); (Z.Y.)
| | - Hao Liu
- Key Laboratory of Agricultural Environmental Microbiology, Ministry of Agriculture and Rural Affairs, College of Life Sciences, Nanjing Agricultural University, Nanjing 210095, China; (S.H.); (H.L.); (S.L.); (Y.Y.); (Z.Y.)
| | - Senlin Liu
- Key Laboratory of Agricultural Environmental Microbiology, Ministry of Agriculture and Rural Affairs, College of Life Sciences, Nanjing Agricultural University, Nanjing 210095, China; (S.H.); (H.L.); (S.L.); (Y.Y.); (Z.Y.)
| | - Yifan Yin
- Key Laboratory of Agricultural Environmental Microbiology, Ministry of Agriculture and Rural Affairs, College of Life Sciences, Nanjing Agricultural University, Nanjing 210095, China; (S.H.); (H.L.); (S.L.); (Y.Y.); (Z.Y.)
| | - Zhongyuan Yuan
- Key Laboratory of Agricultural Environmental Microbiology, Ministry of Agriculture and Rural Affairs, College of Life Sciences, Nanjing Agricultural University, Nanjing 210095, China; (S.H.); (H.L.); (S.L.); (Y.Y.); (Z.Y.)
| | - Yuguo Zhao
- State Key Laboratory of Soil and Sustainable Agriculture, Institute of Soil Science, Chinese Academy of Sciences, Nanjing 210008, China;
| | - Hui Cao
- Key Laboratory of Agricultural Environmental Microbiology, Ministry of Agriculture and Rural Affairs, College of Life Sciences, Nanjing Agricultural University, Nanjing 210095, China; (S.H.); (H.L.); (S.L.); (Y.Y.); (Z.Y.)
- Correspondence:
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Binet MN, Marchal C, Lipuma J, Geremia RA, Bagarri O, Candaele B, Fraty D, David B, Perigon S, Barbreau V, Mouhamadou B. Plant health status effects on arbuscular mycorrhizal fungi associated with Lavandula angustifolia and Lavandula intermedia infected by Phytoplasma in France. Sci Rep 2020; 10:20305. [PMID: 33219283 PMCID: PMC7679420 DOI: 10.1038/s41598-020-77240-6] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2020] [Accepted: 11/05/2020] [Indexed: 11/09/2022] Open
Abstract
We investigated root communities of arbuscular mycorrhizal fungi (AMF) in relation to lavender (Lavandula angustifolia) and lavandin (Lavandula intermedia) health status from organic and conventional fields affected by Phytoplasma infection. The intensity of root mycorrhizal colonization was significantly different between diseased and healthy plants and was higher in the latter regardless of agricultural practice. This difference was more pronounced in lavender. The root AMF diversity was influenced by the plant health status solely in lavender and only under the conventional practice resulting in an increase in the AMF abundance and richness. The plant health status did not influence the distribution of root AMF communities in lavandin unlike its strong impact in lavender in both agricultural practices. Finally, among the most abundant molecular operational taxonomic units (MOTUs), four different MOTUs for each plant species were significantly abundant in the roots of healthy lavender and lavandin in either agricultural practice. Our study demonstrated that the plant health status influences root colonization and can influence the diversity and distribution of root AMF communities. Its effects vary according to plant species, can be modified by agricultural practices and allow plants to establish symbiosis with specific AMF species.
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Affiliation(s)
- Marie- Noëlle Binet
- Laboratoire d'Écologie Alpine, CNRS UMR 5553, Université Grenoble Alpes, CS 40700, 38058, Grenoble Cedex 09, France
| | - Camille Marchal
- Laboratoire d'Écologie Alpine, CNRS UMR 5553, Université Grenoble Alpes, CS 40700, 38058, Grenoble Cedex 09, France
| | - Justine Lipuma
- MYCOPHYTO, 50 Avenue de la Plaine, 06250, Mougins, France
| | - Roberto A Geremia
- Laboratoire d'Écologie Alpine, CNRS UMR 5553, Université Grenoble Alpes, CS 40700, 38058, Grenoble Cedex 09, France
| | - Olivier Bagarri
- Université Européenne des Senteurs et des Saveurs, Couvent des Cordeliers, 04300, Forcalquier, France
| | - Bert Candaele
- Centre Régionalisé Interprofessionnel d'Expérimentation en Plantes Aromatiques et Médicinales, Lieu-dit Les Quintrands, Route de Volx, 04100, Manosque, France
| | - Delphine Fraty
- Centre Régionalisé Interprofessionnel d'Expérimentation en Plantes Aromatiques et Médicinales, Lieu-dit Les Quintrands, Route de Volx, 04100, Manosque, France
| | - Benjamin David
- MYCOPHYTO, 50 Avenue de la Plaine, 06250, Mougins, France
| | - Sophie Perigon
- Laboratoire d'Écologie Alpine, CNRS UMR 5553, Université Grenoble Alpes, CS 40700, 38058, Grenoble Cedex 09, France
| | - Viviane Barbreau
- Collège Henri Wallon, 17 rue Henri Wallon, 38400, Saint Martin d'Hères, France
| | - Bello Mouhamadou
- Laboratoire d'Écologie Alpine, CNRS UMR 5553, Université Grenoble Alpes, CS 40700, 38058, Grenoble Cedex 09, France.
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Soil fungal taxonomic diversity along an elevation gradient on the semi-arid Xinglong Mountain, Northwest China. Arch Microbiol 2020; 202:2291-2302. [PMID: 32556390 DOI: 10.1007/s00203-020-01948-2] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2019] [Revised: 04/02/2020] [Accepted: 06/07/2020] [Indexed: 10/24/2022]
Abstract
Elevation gradients, often regarded as "natural experiments or laboratories", can be used to study changes in the distribution of microbial diversity related to changes in environmental conditions that typically occur over small geographical scales. We exploited this feature by characterizing fungal composition and diversity along an elevation gradient on Xinglong Mountain, northwest China. For this, we used MiSeq sequencing to obtain fungal sequences and clustered them into operational taxonomic units (OTUs). In total, we obtained 1,203,302 reads, 133,700 on average in each sample of soil collected at three selected elevations (2807, 3046, and 3536 m). The reads were assigned to 2192 OTUs. Inconsistent variations were observed in fungal alpha-diversity in samples from the three elevations. However, Principal Coordinate Analysis based on Bray-Curtis and UniFrac (weighted and unweighted) distance metrics revealed that fungal communities in soil samples from 3046 and 3536 m elevations were most similar. Principal Component Analysis based on relative abundances of shared OTUs confirmed that OTUs in samples from 3536 m elevation were more closely related to OTUs from 3046 m than samples from 2807 m elevation. Ascomycota, Basidiomycota, Glomeromycota, Cercozoa and Chytridiomycota were the most abundant fungal phyla across the elevation gradient. Our study also provides valuable indications of relations between fungal communities and an array of soil chemical properties, and variations in fungal taxonomic diversity across a substantial elevation gradient.
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6
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Funneliformis mosseae alters soil fungal community dynamics and composition during litter decomposition. FUNGAL ECOL 2020. [DOI: 10.1016/j.funeco.2019.100864] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/20/2023]
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Izuddin M, Srivathsan A, Lee AL, Yam TW, Webb EL. Availability of orchid mycorrhizal fungi on roadside trees in a tropical urban landscape. Sci Rep 2019; 9:19528. [PMID: 31863015 PMCID: PMC6925147 DOI: 10.1038/s41598-019-56049-y] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2019] [Accepted: 11/24/2019] [Indexed: 12/02/2022] Open
Abstract
Urban expansion threatens biodiversity worldwide, therefore urban spaces need to be amenable to biodiversity conservation. On trees in urban environments, natural colonisation and successful translocation of epiphytic orchids are necessary to enhance urban biodiversity, and depend on the availability of compatible orchid mycorrhizal fungi (OMF). However, the extent of OMF presence and distribution, as well as niche requirements for the OMF, remain poorly studied. To identify and quantify OMF on urban trees as well as assess their suitability for native epiphytic orchids, we conducted high-throughput sequencing on tree bark and orchid root samples. OMF were detected at 60% of the study sites on 16% of 270 bark samples (from stem, fork, and branch microsites within each tree). OMF presence and richness on bark samples were related to multiple biophysical factors; in general, humus presence and precipitation levels were positively predictive of OMF presence and richness. We found Ceratobasidiaceae- and Serendipitaceae-associated OMF both on bark and within roots. Orchid species also showed differing mycorrhizal specificity. Sites associated with fungal genera Ceratobasidium, Rhizoctonia, and Serendipita were considered suitable habitats for seven orchid species. The results suggest that urban trees support OMF and are therefore suitable for native orchid species; however, OMF availability are largely constrained by biophysical factors. To maximise the likelihood of translocation success and consequent natural establishment, we propose that (micro)sites are screened for compatible OMF prior to any intervention.
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Affiliation(s)
- Muhammad Izuddin
- Department of Biological Sciences, National University of Singapore, 14 Science Drive 4, Singapore, 117543, Singapore.
| | - Amrita Srivathsan
- Department of Biological Sciences, National University of Singapore, 14 Science Drive 4, Singapore, 117543, Singapore
| | - Ai Lan Lee
- Department of Biological Sciences, National University of Singapore, 14 Science Drive 4, Singapore, 117543, Singapore
| | - Tim Wing Yam
- Singapore Botanic Gardens, 1 Cluny Road, Singapore, 25956, Singapore
| | - Edward L Webb
- Department of Biological Sciences, National University of Singapore, 14 Science Drive 4, Singapore, 117543, Singapore.
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Roy J, Bonneville J, Saccone P, Ibanez S, Albert CH, Boleda M, Gueguen M, Ohlmann M, Rioux D, Clément J, Lavergne S, Geremia RA. Differences in the fungal communities nursed by two genetic groups of the alpine cushion plant, Silene acaulis. Ecol Evol 2018; 8:11568-11581. [PMID: 30598757 PMCID: PMC6303776 DOI: 10.1002/ece3.4606] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/02/2018] [Accepted: 09/14/2018] [Indexed: 11/10/2022] Open
Abstract
Foundation plants shape the composition of local biotic communities and abiotic environments, but the impact of a plant's intraspecific variations on these processes is poorly understood. We examined these links in the alpine cushion moss campion (Silene acaulis) on two neighboring mountain ranges in the French Alps. Genotyping of cushion plants revealed two genetic clusters matching known subspecies. The exscapa subspecies was found on both limestone and granite, while the longiscapa one was only found on limestone. Even on similar limestone bedrock, cushion soils from the two S. acaulis subspecies deeply differed in their impact on soil abiotic conditions. They further strikingly differed from each other and from the surrounding bare soils in fungal community composition. Plant genotype variations accounted for a large part of the fungal composition variability in cushion soils, even when considering geography or soil chemistry, and particularly for the dominant molecular operational taxonomic units (MOTUs). Both saprophytic and biotrophic fungal taxa were related to the MOTUs recurrently associated with a single plant genetic cluster. Moreover, the putative phytopathogens were abundant, and within the same genus (Cladosporium) or species (Pyrenopeziza brassicae), MOTUs showing specificity for each plant subspecies were found. Our study highlights the combined influences of bedrock and plant genotype on fungal recruitment into cushion soils and suggests the coexistence of two mechanisms, an indirect selection resulting from the colonization of an engineered soil by free-living saprobes and a direct selection resulting from direct plant-fungi interactions.
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Affiliation(s)
- Julien Roy
- Laboratoire d’Ecologie Alpine (LECA)University Grenoble AlpesUniversity Savoie Mont BlancCNRS, LECAGrenobleFrance
- Present address:
Institut für Biologie, Ökologie der PflanzenFreie Universität BerlinGermany
| | - Jean‐Marc Bonneville
- Laboratoire d’Ecologie Alpine (LECA)University Grenoble AlpesUniversity Savoie Mont BlancCNRS, LECAGrenobleFrance
| | - Patrick Saccone
- Laboratoire d’Ecologie Alpine (LECA)University Grenoble AlpesUniversity Savoie Mont BlancCNRS, LECAGrenobleFrance
- Present address:
Centre for Polar EcologyUniversity of South BohemiaCeske BudejoviceCzech Republic
| | - Sébastian Ibanez
- Laboratoire d’Ecologie Alpine (LECA)University Grenoble AlpesUniversity Savoie Mont BlancCNRS, LECAGrenobleFrance
| | - Cécile H. Albert
- Laboratoire d’Ecologie Alpine (LECA)University Grenoble AlpesUniversity Savoie Mont BlancCNRS, LECAGrenobleFrance
- Present address:
Aix Marseille Univ, Univ Avignon, CNRS, IMBEMarseilleFrance
| | - Marti Boleda
- Laboratoire d’Ecologie Alpine (LECA)University Grenoble AlpesUniversity Savoie Mont BlancCNRS, LECAGrenobleFrance
| | - Maya Gueguen
- Laboratoire d’Ecologie Alpine (LECA)University Grenoble AlpesUniversity Savoie Mont BlancCNRS, LECAGrenobleFrance
| | - Marc Ohlmann
- Laboratoire d’Ecologie Alpine (LECA)University Grenoble AlpesUniversity Savoie Mont BlancCNRS, LECAGrenobleFrance
| | - Delphine Rioux
- Laboratoire d’Ecologie Alpine (LECA)University Grenoble AlpesUniversity Savoie Mont BlancCNRS, LECAGrenobleFrance
| | - Jean‐Christophe Clément
- Laboratoire d’Ecologie Alpine (LECA)University Grenoble AlpesUniversity Savoie Mont BlancCNRS, LECAGrenobleFrance
- Present address:
CARRTEL, INRA – Université Savoie Mont BlancThonon‐les‐BainsFrance
| | - Sébastien Lavergne
- Laboratoire d’Ecologie Alpine (LECA)University Grenoble AlpesUniversity Savoie Mont BlancCNRS, LECAGrenobleFrance
| | - Roberto A. Geremia
- Laboratoire d’Ecologie Alpine (LECA)University Grenoble AlpesUniversity Savoie Mont BlancCNRS, LECAGrenobleFrance
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Yang RH, Su JH, Shang JJ, Wu YY, Li Y, Bao DP, Yao YJ. Evaluation of the ribosomal DNA internal transcribed spacer (ITS), specifically ITS1 and ITS2, for the analysis of fungal diversity by deep sequencing. PLoS One 2018; 13:e0206428. [PMID: 30359454 PMCID: PMC6201957 DOI: 10.1371/journal.pone.0206428] [Citation(s) in RCA: 68] [Impact Index Per Article: 9.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2018] [Accepted: 10/12/2018] [Indexed: 12/17/2022] Open
Abstract
The nuclear ribosomal DNA internal transcribed spacer (ITS) has been widely used to assess the fungal composition in different environments by deep sequencing. To evaluate the ITS in the analysis of fungal diversity, comparisons of the clustering and taxonomy generated by sequencing with different portions of the whole fragment were conducted in this study. For a total of 83,120 full-length ITS sequences obtained from the UNITE database, it was found that, on average, ITS1 varied more than ITS2 within the kingdom Fungi; this variation included length and GC content variations and polymorphisms, with some polymorphisms specific to particular fungal groups. The taxonomic accuracy for ITS was higher than that for ITS1 or ITS2. The commonly used operational taxonomic unit (OTU) for evaluating fungal diversity and richness assigned several species to a single OTU even with clustering at 99.00% sequence similarity. The clustering and taxonomic capacities did not differ between ITS1 and ITS2. However, the OTU commonality between ITS1 and ITS2 was very low. To test this observation further, 219,741 pyrosequencing reads, including 39,840 full-length ITS sequences, were obtained from 10 soil samples and were clustered into OTUs. The pyrosequencing results agreed with the results of the in silico analysis. ITS1 might overestimate the fungal diversity and richness. Analyses using ITS, ITS1 and ITS2 yielded several different taxa, and the taxonomic preferences for ITS and ITS2 were similar. The results demonstrated that ITS2 alone might be a more suitable marker for revealing the operational taxonomic richness and taxonomy specifics of fungal communities when the full-length ITS is not available.
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Affiliation(s)
- Rui-Heng Yang
- Key Laboratory of Edible Fungal Resources and Utilization (South), National Engineering Research Center of Edible Fungi, Key Laboratory of Agricultural Genetics and Breeding of Shanghai, Institute of Edible Fungi, Shanghai Academy of Agricultural Sciences, Shanghai, China
| | - Jin-He Su
- Computer Engineering College, Jimei University, Xiamen, China
| | - Jun-Jun Shang
- Key Laboratory of Edible Fungal Resources and Utilization (South), National Engineering Research Center of Edible Fungi, Key Laboratory of Agricultural Genetics and Breeding of Shanghai, Institute of Edible Fungi, Shanghai Academy of Agricultural Sciences, Shanghai, China
| | - Ying-Ying Wu
- Key Laboratory of Edible Fungal Resources and Utilization (South), National Engineering Research Center of Edible Fungi, Key Laboratory of Agricultural Genetics and Breeding of Shanghai, Institute of Edible Fungi, Shanghai Academy of Agricultural Sciences, Shanghai, China
| | - Yan Li
- Key Laboratory of Edible Fungal Resources and Utilization (South), National Engineering Research Center of Edible Fungi, Key Laboratory of Agricultural Genetics and Breeding of Shanghai, Institute of Edible Fungi, Shanghai Academy of Agricultural Sciences, Shanghai, China
| | - Da-Peng Bao
- Key Laboratory of Edible Fungal Resources and Utilization (South), National Engineering Research Center of Edible Fungi, Key Laboratory of Agricultural Genetics and Breeding of Shanghai, Institute of Edible Fungi, Shanghai Academy of Agricultural Sciences, Shanghai, China
- * E-mail: (YJY); (DPB)
| | - Yi-Jian Yao
- State Key Laboratory of Mycology, Institute of Microbiology, Chinese Academy of Sciences, Beijing, China
- * E-mail: (YJY); (DPB)
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Man B, Wang H, Yun Y, Xiang X, Wang R, Duan Y, Cheng X. Diversity of Fungal Communities in Heshang Cave of Central China Revealed by Mycobiome-Sequencing. Front Microbiol 2018; 9:1400. [PMID: 30061866 PMCID: PMC6054936 DOI: 10.3389/fmicb.2018.01400] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2017] [Accepted: 06/07/2018] [Indexed: 11/13/2022] Open
Abstract
Deciphering of the mycobiome in pristine karst caves has been impeded by constraints of remote locations, inaccessibility to specimens and technical limitations, which greatly restricted in-depth understanding of mycobiomes in subterranean ecosystem. Here, mycobiomes of Heshang Cave in south-western karst region of China were investigated by Illumina HiSeq sequencing of fungal rRNA-ITS1 gene across different habitats. In total 793,502 ITS1 reads and 2,179 OTUs from 778 Mb reads after stringent quality control (Q30) and 453 genera, 72 orders and 19 classes within 6 phyla were detected. Ascomycota (42% OTUs) dominated across the five habitats. Shannon-Wiener index varied from 1.25 to 7.62 and community richness was highest in drip waters, followed by weathered rocks, bat guanos, sediments, and air samples. Mycobiomes displayed specificity to five habitats and more distinct OTUs were found in weathered rocks (12%) and drip waters (9%). In contrast, only 6.60% core OTUs were shared by five habitats. Notably, weathered rocks possessed more indicator groups and were revealed for the first time to be dominated by Sordariomycetes (43%). The community richness of air mycobiomes increased from cave entrance to the innermost part and dominated by the indicator groups of Penicillium mallochii (>30%) and P. herquei (>9%). Our work represents the largest attempt to date to a systematical investigation of oligotrophic solution-cave-associated mycobiomes in China. Our discovery of high diversity of mycobiomes in Heshang Cave also suggests that eukaryotic microorganisms may play a crucial role in subsurface environments.
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Affiliation(s)
- Baiying Man
- State Key Laboratory of Biogeology and Environmental Geology, China University of Geosciences, Wuhan, China.,College of Life Science, Shangrao Normal University, Shangrao, China
| | - Hongmei Wang
- State Key Laboratory of Biogeology and Environmental Geology, China University of Geosciences, Wuhan, China.,Laboratory of Basin Hydrology and Wetland Eco-restoration, China University of Geosciences, Wuhan, China
| | - Yuan Yun
- State Key Laboratory of Biogeology and Environmental Geology, China University of Geosciences, Wuhan, China
| | - Xing Xiang
- State Key Laboratory of Biogeology and Environmental Geology, China University of Geosciences, Wuhan, China
| | - Ruicheng Wang
- State Key Laboratory of Biogeology and Environmental Geology, China University of Geosciences, Wuhan, China
| | - Yong Duan
- State Key Laboratory of Biogeology and Environmental Geology, China University of Geosciences, Wuhan, China
| | - Xiaoyu Cheng
- State Key Laboratory of Biogeology and Environmental Geology, China University of Geosciences, Wuhan, China
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Liu D, Liu G, Chen L, Wang J, Zhang L. Soil pH determines fungal diversity along an elevation gradient in Southwestern China. SCIENCE CHINA-LIFE SCIENCES 2018; 61:718-726. [PMID: 29307110 DOI: 10.1007/s11427-017-9200-1] [Citation(s) in RCA: 34] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/16/2017] [Accepted: 10/09/2017] [Indexed: 11/29/2022]
Abstract
Fungi play important roles in ecosystem processes, and the elevational pattern of fungal diversity is still unclear. Here, we examined the diversity of fungi along a 1,000 m elevation gradient on Mount Nadu, Southwestern China. We used MiSeq sequencing to obtain fungal sequences that were clustered into operational taxonomic units (OTUs) and to measure the fungal composition and diversity. Though the species richness and phylogenetic diversity of the fungal community did not exhibit significant trends with increasing altitude, they were significantly lower at mid-altitudinal sites than at the base. The Bray-Curtis distance clustering also showed that the fungal communities varied significantly with altitude. A distance-based linear model multivariate analysis (DistLM) identified that soil pH dominated the explanatory power of the species richness (23.72%), phylogenetic diversity (24.25%) and beta diversity (28.10%) of the fungal community. Moreover, the species richness and phylogenetic diversity of the fungal community increased linearly with increasing soil pH (P<0.05). Our study provides evidence that pH is an important predictor of soil fungal diversity along elevation gradients in Southwestern China.
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Affiliation(s)
- Dan Liu
- State Key Laboratory of Urban and Regional Ecology, Research Center for Eco-Environmental Sciences, Chinese Academy of Sciences, Beijing, 100085, China.,University of Chinese Academy of Sciences, Beijing, 100049, China
| | - Guohua Liu
- State Key Laboratory of Urban and Regional Ecology, Research Center for Eco-Environmental Sciences, Chinese Academy of Sciences, Beijing, 100085, China. .,Joint Center for Global Change Studies, Beijing, 100875, China.
| | - Li Chen
- State Key Laboratory of Urban and Regional Ecology, Research Center for Eco-Environmental Sciences, Chinese Academy of Sciences, Beijing, 100085, China.,University of Chinese Academy of Sciences, Beijing, 100049, China
| | - Juntao Wang
- State Key Laboratory of Urban and Regional Ecology, Research Center for Eco-Environmental Sciences, Chinese Academy of Sciences, Beijing, 100085, China
| | - Limei Zhang
- State Key Laboratory of Urban and Regional Ecology, Research Center for Eco-Environmental Sciences, Chinese Academy of Sciences, Beijing, 100085, China
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Land-use types and soil chemical properties influence soil microbial communities in the semiarid Loess Plateau region in China. Sci Rep 2017; 7:45289. [PMID: 28349918 PMCID: PMC5368647 DOI: 10.1038/srep45289] [Citation(s) in RCA: 51] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2016] [Accepted: 02/23/2017] [Indexed: 02/01/2023] Open
Abstract
Similar land-use types usually have similar soil properties, and, most likely, similar microbial communities. Here, we assessed whether land-use types or soil chemical properties are the primary drivers of soil microbial community composition, and how changes in one part of the ecosystem affect another. We applied Ion Torrent sequencing to the bacterial and fungal communities of five different land-use (vegetation) types in the Loess Plateau of China. We found that the overall trend of soil quality was natural forest > plantation > bare land. Dominant bacterial phyla consisted of Proteobacteria (42.35%), Actinobacteria (15.61%), Acidobacteria (13.32%), Bacteroidetes (8.43%), and Gemmatimonadetes (6.0%). The dominant fungi phyla were Ascomycota (40.39%), Basidiomycota (38.01%), and Zygomycota (16.86%). The results of Canonical Correspondence Analysis (CCA) and Redundancy Analysis (RDA) based on land-use types displayed groups according to the land-use types. Furthermore, the bacterial communities were mainly organized by soil organic carbon (SOC). The fungal communities were mainly related to available phosphorus (P). The results suggested that the changes of land use type generated changes in soil chemical properties, controlling the composition of microbial community in the semiarid Loess Plateau region. The microbial community could be an indicator for soil quality with respect to ecological restoration.
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13
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Davey ML, Skogen MJ, Heegaard E, Halvorsen R, Kauserud H, Ohlson M. Host and tissue variations overshadow the response of boreal moss-associated fungal communities to increased nitrogen load. Mol Ecol 2017; 26:571-588. [DOI: 10.1111/mec.13938] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2016] [Revised: 09/28/2016] [Accepted: 09/30/2016] [Indexed: 11/28/2022]
Affiliation(s)
- Marie L. Davey
- Department of Ecology and Natural Resource Management; Norwegian University of Life Sciences; PO Box 5003 NO-1432 Ås Norway
- Section for Genetics and Evolutionary Biology; Department of Biosciences; University of Oslo; PO Box 1066 Blindern NO-0316 Oslo Norway
| | - Marte J. Skogen
- Department of Ecology and Natural Resource Management; Norwegian University of Life Sciences; PO Box 5003 NO-1432 Ås Norway
| | - Einar Heegaard
- Norwegian Forest and Landscape Institute; Fanaflaten 4 NO-5244 Fana Norway
| | - Rune Halvorsen
- Department of Botany; Natural History Museum; University of Oslo; PO Box 1172 Blindern NO-0318 Oslo Norway
| | - Håvard Kauserud
- Section for Genetics and Evolutionary Biology; Department of Biosciences; University of Oslo; PO Box 1066 Blindern NO-0316 Oslo Norway
| | - Mikael Ohlson
- Department of Ecology and Natural Resource Management; Norwegian University of Life Sciences; PO Box 5003 NO-1432 Ås Norway
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14
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Silvani VA, Colombo RP, Scorza MV, Fernández Bidondo L, Rothen CP, Scotti A, Fracchia S, Godeas A. Arbuscular mycorrhizal fungal diversity in high-altitude hypersaline Andean wetlands studied by 454-sequencing and morphological approaches. Symbiosis 2016. [DOI: 10.1007/s13199-016-0454-3] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
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15
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Dulla EL, Kathera C, Gurijala HK, Mallakuntla TR, Srinivasan P, Prasad V, Mopati RD, Jasti PK. Highlights of DNA Barcoding in identification of salient microorganisms like fungi. J Mycol Med 2016; 26:291-297. [PMID: 27402509 DOI: 10.1016/j.mycmed.2016.05.006] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2016] [Revised: 04/22/2016] [Accepted: 05/25/2016] [Indexed: 11/19/2022]
Abstract
Fungi, the second largest kingdom of eukaryotic life, are diverse and widespread. Fungi play a distinctive role in the production of different products on industrial scale, like fungal enzymes, antibiotics, fermented foods, etc., to give storage stability and improved health to meet major global challenges. To utilize algae perfectly for human needs, and to pave the way for getting a healthy relationship with fungi, it is important to identify them in a quick and robust manner with molecular-based identification system. So, there is a technique that aims to provide a well-organized method for species level identifications and to contribute powerfully to taxonomic and biodiversity research is DNA Barcoding. DNA Barcoding is generally achieved by the retrieval of a short DNA sequence - the 'barcode' - from a standard part of the genome and that barcode is then compared with a library of reference barcode sequences derived from individuals of known identity for identification.
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Affiliation(s)
- E L Dulla
- Department of Biotechnology, Sri Venkateswara University, Tirupati, Andhra Pradesh 517502, India
| | - C Kathera
- Jiangsu key laboratory for Molecular and Medicak Biotechnology, College of life sciences, Nanjing normal university, Nanjing, China
| | - H K Gurijala
- Department of Biotechnology, Sri Venkateswara University, Tirupati, Andhra Pradesh 517502, India; Department of Microbiology, Sri Venkateswara University, Tirupati, Andhra Pradesh 517502, India
| | - T R Mallakuntla
- Department of Microbiology, Sri Venkateswara University, Tirupati, Andhra Pradesh 517502, India
| | - P Srinivasan
- Department of Microbiology, Sri Venkateswara University, Tirupati, Andhra Pradesh 517502, India
| | - V Prasad
- Jiangsu key laboratory for Molecular and Medicak Biotechnology, College of life sciences, Nanjing normal university, Nanjing, China
| | - R D Mopati
- Department of Microbiology, Sri Venkateswara University, Tirupati, Andhra Pradesh 517502, India
| | - P K Jasti
- Department of Biotechnology, Sri Venkateswara University, Tirupati, Andhra Pradesh 517502, India.
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16
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Skopina MY, Vasileva AA, Pershina EV, Pinevich AV. Diversity at low abundance: The phenomenon of the rare bacterial biosphere. Microbiology (Reading) 2016. [DOI: 10.1134/s0026261716030139] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022] Open
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17
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Duarte APM, Ferro M, Rodrigues A, Bacci M, Nagamoto NS, Forti LC, Pagnocca FC. Prevalence of the genus Cladosporium on the integument of leaf-cutting ants characterized by 454 pyrosequencing. Antonie van Leeuwenhoek 2016; 109:1235-43. [PMID: 27307255 DOI: 10.1007/s10482-016-0724-3] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/02/2016] [Accepted: 06/08/2016] [Indexed: 11/30/2022]
Abstract
The relationship of attine ants with their mutualistic fungus and other microorganisms has been studied during the last two centuries. However, previous studies about the diversity of fungi in the ants' microenvironment are based mostly on culture-dependent approaches, lacking a broad characterization of the fungal ant-associated community. Here, we analysed the fungal diversity found on the integument of Atta capiguara and Atta laevigata alate ants using 454 pyrosequencing. We obtained 35,453 ITS reads grouped into 99 molecular operational taxonomic units (MOTUs). Data analysis revealed that A. capiguara drones had the highest diversity of MOTUs. Besides the occurrence of several uncultured fungi, the mycobiota analysis revealed that the most abundant taxa were the Cladosporium-complex, Cryptococcus laurentii and Epicoccum sp. Taxa in the genus Cladosporium were predominant in all samples, comprising 67.9 % of all reads. The remarkable presence of the genus Cladosporium on the integument of leaf-cutting ants alates from distinct ant species suggests that this fungus is favored in this microenvironment.
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Affiliation(s)
- A P M Duarte
- Center for the Study of Social Insects, UNESP - São Paulo State University, Avenida 24-A, n. 1515, Bela Vista, Rio Claro, SP, 13.506-900, Brazil.
| | - M Ferro
- Center for the Study of Social Insects, UNESP - São Paulo State University, Avenida 24-A, n. 1515, Bela Vista, Rio Claro, SP, 13.506-900, Brazil
| | - A Rodrigues
- Center for the Study of Social Insects, UNESP - São Paulo State University, Avenida 24-A, n. 1515, Bela Vista, Rio Claro, SP, 13.506-900, Brazil.,Department of Biochemistry and Microbiology, UNESP - São Paulo State University, Rio Claro, SP, Brazil
| | - M Bacci
- Center for the Study of Social Insects, UNESP - São Paulo State University, Avenida 24-A, n. 1515, Bela Vista, Rio Claro, SP, 13.506-900, Brazil.,Department of Biochemistry and Microbiology, UNESP - São Paulo State University, Rio Claro, SP, Brazil
| | - N S Nagamoto
- Department of Plant Protection, UNESP - São Paulo State University, Botucatu, SP, Brazil
| | - L C Forti
- Department of Plant Protection, UNESP - São Paulo State University, Botucatu, SP, Brazil
| | - F C Pagnocca
- Center for the Study of Social Insects, UNESP - São Paulo State University, Avenida 24-A, n. 1515, Bela Vista, Rio Claro, SP, 13.506-900, Brazil.,Department of Biochemistry and Microbiology, UNESP - São Paulo State University, Rio Claro, SP, Brazil
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18
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Zhang Y, Ni J, Tang F, Pei K, Luo Y, Jiang L, Sun L, Liang Y. Root-associated fungi of Vaccinium carlesii in subtropical forests of China: intra- and inter-annual variability and impacts of human disturbances. Sci Rep 2016; 6:22399. [PMID: 26928608 PMCID: PMC4772160 DOI: 10.1038/srep22399] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2015] [Accepted: 02/15/2016] [Indexed: 11/09/2022] Open
Abstract
Ericoid mycorrhiza (ERM) are expected to facilitate establishment of ericaceous plants in harsh habitats. However, diversity and driving factors of the root-associated fungi of ericaceous plants are poorly understood. In this study, hair-root samples of Vaccinium carlesii were taken from four forest types: old growth forests (OGF), secondary forests with once or twice cutting (SEC I and SEC II), and Cunninghamia lanceolata plantation (PLF). Fungal communities were determined using high-throughput sequencing, and impacts of human disturbances and the intra- and inter-annual variability of root-associated fungal community were evaluated. Diverse fungal taxa were observed and our results showed that (1) Intra- and inter-annual changes in root-associated fungal community were found, and the Basidiomycota to Ascomycota ratio was related to mean temperature of the sampling month; (2) Human disturbances significantly affected structure of root-associated fungal community of V. carlesii, and two secondary forest types were similar in root-associated fungal community and were closer to that of the old growth forest; (3) Plant community composition, edaphic parameters, and geographic factors significantly affected root-associated fungal communities of V. carlesii. These results may be helpful in better understanding the maintenance mechanisms of fungal diversity associated with hair roots of ERM plants under human disturbances.
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Affiliation(s)
- Yanhua Zhang
- College of Life Sciences, Shaoxing University, Shaoxing, China
| | - Jian Ni
- College of Life Sciences, Shaoxing University, Shaoxing, China
| | - Fangping Tang
- College of Life Sciences, Shaoxing University, Shaoxing, China
| | - Kequan Pei
- State Key Laboratory of Vegetation and Environmental Change, Institute of Botany, Chinese Academy of Sciences, Beijing, China
| | - Yiqi Luo
- Department of Microbiology and Plant Biology, University of Oklahoma, Norman, OK 73019, USA
| | - Lifen Jiang
- Department of Microbiology and Plant Biology, University of Oklahoma, Norman, OK 73019, USA
| | - Lifu Sun
- College of Life Sciences, Shaoxing University, Shaoxing, China
- Department of Microbiology and Plant Biology, University of Oklahoma, Norman, OK 73019, USA
| | - Yu Liang
- State Key Laboratory of Vegetation and Environmental Change, Institute of Botany, Chinese Academy of Sciences, Beijing, China
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19
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Garnica S, Schön ME, Abarenkov K, Riess K, Liimatainen K, Niskanen T, Dima B, Soop K, Frøslev TG, Jeppesen TS, Peintner U, Kuhnert-Finkernagel R, Brandrud TE, Saar G, Oertel B, Ammirati JF. Determining threshold values for barcoding fungi: lessons from Cortinarius (Basidiomycota), a highly diverse and widespread ectomycorrhizal genus. FEMS Microbiol Ecol 2016; 92:fiw045. [PMID: 26929438 DOI: 10.1093/femsec/fiw045] [Citation(s) in RCA: 76] [Impact Index Per Article: 8.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2016] [Indexed: 11/14/2022] Open
Abstract
Different distance-based threshold selection approaches were used to assess and compare use of the internal transcribed spacer (ITS) region to distinguish among 901 Cortinarius species represented by >3000 collections. Sources of error associated with genetic markers and selection approaches were explored and evaluated using MOTUs from genus and lineage based-alignments. Our study indicates that 1%-2% more species can be distinguished by using the full-length ITS barcode as compared to either the ITS1 or ITS2 regions alone. Optimal threshold values for different picking approaches and genetic marker lengths inferred from a subset of species containing major lineages ranged from 97.0% to 99.5% sequence similarity using clustering optimization and UNITE SH, and from 1% to 2% sequence dissimilarity with CROP. Errors for the optimal cutoff ranged from 0% to 70%, and these can be reduced to a maximum of 22% when excluding species lacking a barcode gap. A threshold value of 99% is suitable for distinguishing species in the majority of lineages in the genus using the entire ITS region but only 90% of the species could be identified using just the ITS1 or ITS2 region. Prior identification of species, lacking barcode gaps and their subsequent separate analyses, maximized the accuracy of threshold approaches.
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Affiliation(s)
- Sigisfredo Garnica
- Institute of Evolution and Ecology, Plant Evolutionary Ecology, University of Tübingen, Auf der Morgenstelle 5, D-72076 Tübingen, Germany
| | - Max Emil Schön
- Institute of Evolution and Ecology, Plant Evolutionary Ecology, University of Tübingen, Auf der Morgenstelle 5, D-72076 Tübingen, Germany
| | - Kessy Abarenkov
- Institute of Ecology and Earth Sciences, University of Tartu, 51005 Tartu, Estonia
| | - Kai Riess
- Institute of Evolution and Ecology, Plant Evolutionary Ecology, University of Tübingen, Auf der Morgenstelle 5, D-72076 Tübingen, Germany
| | - Kare Liimatainen
- Department of Biosciences, Plant Biology, University of Helsinki, PO Box 65, 00014 Lahti, Finland
| | - Tuula Niskanen
- Jodrell Laboratory, Royal Botanic Gardens, Kew, TW9 3DS, UK
| | - Bálint Dima
- Department of Biosciences, Plant Biology, University of Helsinki, PO Box 65, 00014 Lahti, Finland
| | - Karl Soop
- Honorary Research Associate, Swedish Museum of Natural History, Department of Cryptogamic Botany, Naturhistoriska riksmuseet, 104 05 Stockholm, Sweden
| | - Tobias Guldberg Frøslev
- Natural History Museum of Denmark, Center for Geogenetics, University of Copenhagen, Øster Voldgade 5-7, 1350 Copenhagen K, Denmark
| | - Thomas Stjernegaard Jeppesen
- Natural History Museum of Denmark, Collections, University of Copenhagen, Universitetsparken 15, 2100 Copenhagen Ø, Denmark
| | - Ursula Peintner
- Institute of Microbiology, University Innsbruck, Technikerstraße 25, 6020 Innsbruck, Austria
| | | | - Tor Erik Brandrud
- Department of Landscape Ecology (Oslo), Norwegian Institute for Nature Research, N-Oslo 5, Norway
| | | | - Bernhard Oertel
- INRES, University of Bonn, Auf dem Hügel 6, D-53121 Bonn, Germany
| | - Joseph F Ammirati
- Department of Biology, University of Washington, Seattle, Washington 98195, USA
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20
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Pereira de Castro A, Sartori da Silva MRS, Quirino BF, da Cunha Bustamante MM, Krüger RH. Microbial Diversity in Cerrado Biome (Neotropical Savanna) Soils. PLoS One 2016; 11:e0148785. [PMID: 26849674 PMCID: PMC4743975 DOI: 10.1371/journal.pone.0148785] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2015] [Accepted: 01/22/2016] [Indexed: 12/02/2022] Open
Abstract
The Cerrado, the largest savanna region in South America, is located in central Brazil. Cerrado physiognomies, which range from savanna grasslands to forest formations, combined with the highly weathered, acidic clay Cerrado soils form a unique ecoregion. In this study, high-throughput sequencing of ribosomal RNA genes was combined with shotgun metagenomic analysis to explore the taxonomic composition and potential functions of soil microbial communities in four different vegetation physiognomies during both dry and rainy seasons. Our results showed that changes in bacterial, archaeal, and fungal community structures in cerrado denso, cerrado sensu stricto, campo sujo, and gallery forest soils strongly correlated with seasonal patterns of soil water uptake. The relative abundance of AD3, WPS-2, Planctomycetes, Thermoprotei, and Glomeromycota typically decreased in the rainy season, whereas the relative abundance of Proteobacteria and Ascomycota increased. In addition, analysis of shotgun metagenomic data revealed a significant increase in the relative abundance of genes associated with iron acquisition and metabolism, dormancy, and sporulation during the dry season, and an increase in the relative abundance of genes related to respiration and DNA and protein metabolism during the rainy season. These gene functional categories are associated with adaptation to water stress. Our results further the understanding of how tropical savanna soil microbial communities may be influenced by vegetation covering and temporal variations in soil moisture.
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Affiliation(s)
- Alinne Pereira de Castro
- Enzymology Laboratory, Departamento de Biologia Celular, Universidade de Brasilia, Brasília, DF, Brazil
- Universidade Católica Dom Bosco, Biotechnology Program, Campo Grande, MS, Brazil
| | | | - Betania Ferraz Quirino
- Embrapa-Agroenergy, Brasília, DF, Brazil
- Genomic Sciences and Biotechnology Program, Universidade Católica de Brasília, Brasília, DF, Brazil
| | - Mercedes Maria da Cunha Bustamante
- Laboratório de Ecologia de Ecossistemas, Departamento de Ecologia, Instituto de Ciências Biológicas, Universidade de Brasília, Brasília, DF, Brazil
| | - Ricardo Henrique Krüger
- Enzymology Laboratory, Departamento de Biologia Celular, Universidade de Brasilia, Brasília, DF, Brazil
- * E-mail:
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Geremia RA, Pușcaș M, Zinger L, Bonneville JM, Choler P. Contrasting microbial biogeographical patterns between anthropogenic subalpine grasslands and natural alpine grasslands. THE NEW PHYTOLOGIST 2016; 209:1196-1207. [PMID: 26443332 DOI: 10.1111/nph.13690] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/07/2015] [Accepted: 08/26/2015] [Indexed: 06/05/2023]
Abstract
The effect of plant species composition on soil microbial communities was studied at the multiregional level. We compared the soil microbial communities of alpine natural grasslands dominated by Carex curvula and anthropogenic subalpine pastures dominated by Nardus stricta. We conducted paired sampling across the Carpathians and the Alps and used Illumina sequencing to reveal the molecular diversity of soil microbes. We found that bacterial and fungal communities exhibited contrasting regional distributions and that the distribution in each grassland is well discriminated. Beta diversity of microbial communities was much higher in C. curvula grasslands due to a marked regional effect. The composition of grassland-type core microbiomes suggest that C. curvula, and N. stricta to a lesser extent, tend to select a cohort of microbes related to antibiosis/exclusion, pathogenesis and endophytism. We discuss these findings in light of the postglacial history of the studied grasslands, the habitat connectivity and the disturbance regimes. Human-induced disturbance in the subalpine belt of European mountains has led to homogeneous soil microbial communities at large biogeographical scales. Our results confirm the overarching role of the dominant grassland plant species in the distribution of microbial communities and highlight the relevance of biogeographical history.
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Affiliation(s)
- Roberto A Geremia
- Lab Ecol Alpine LECA, Université Grenoble Alpes, F-38000, Grenoble, France
- CNRS, Lab Ecol Alpine LECA, F-38000, Grenoble, France
| | - Mihai Pușcaș
- 'A. Borza' Botanical Garden, Babeș-Bolyai University, 42 Republicii Street, 400015, Cluj-Napoca, Romania
| | - Lucie Zinger
- Lab Ecol Alpine LECA, Université Grenoble Alpes, F-38000, Grenoble, France
- CNRS, Lab Ecol Alpine LECA, F-38000, Grenoble, France
- CNRS, ENFA, UMR 5174 EDB, Université Toulouse 3 Paul Sabatier, F-31062, Toulouse, France
| | - Jean-Marc Bonneville
- Lab Ecol Alpine LECA, Université Grenoble Alpes, F-38000, Grenoble, France
- CNRS, Lab Ecol Alpine LECA, F-38000, Grenoble, France
| | - Philippe Choler
- Lab Ecol Alpine LECA, Université Grenoble Alpes, F-38000, Grenoble, France
- CNRS, Lab Ecol Alpine LECA, F-38000, Grenoble, France
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Zuo X, Wang S, Lv P, Zhou X, Zhao X, Zhang T, Zhang J. Plant functional diversity enhances associations of soil fungal diversity with vegetation and soil in the restoration of semiarid sandy grassland. Ecol Evol 2015; 6:318-28. [PMID: 26811795 PMCID: PMC4716495 DOI: 10.1002/ece3.1875] [Citation(s) in RCA: 38] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2015] [Revised: 11/15/2015] [Accepted: 11/19/2015] [Indexed: 11/06/2022] Open
Abstract
The trait-based approach shows that plant functional diversity strongly affects ecosystem properties. However, few empirical studies show the relationship between soil fungal diversity and plant functional diversity in natural ecosystems. We investigated soil fungal diversity along a restoration gradient of sandy grassland (mobile dune, semifixed dune, fixed dune, and grassland) in Horqin Sand Land, northern China, using the denaturing gradient gel electrophoresis of 18S rRNA and gene sequencing. We also examined associations of soil fungal diversity with plant functional diversity reflected by the dominant species' traits in community (community-weighted mean, CWM) and the dispersion of functional trait values (FD is). We further used the structure equation model (SEM) to evaluate how plant richness, biomass, functional diversity, and soil properties affect soil fungal diversity in sandy grassland restoration. Soil fungal richness in mobile dune and semifixed dune was markedly lower than those of fixed dune and grassland (P < 0.05). Soil fungal richness was positively associated with plant richness, biomass, CWM plant height, and soil gradient aggregated from the principal component analysis, but SEM results showed that plant richness and CWM plant height determined by soil properties were the main factors exerting direct effects. Soil gradient increased fungal richness through indirect effect on vegetation rather than direct effect. The negative indirect effect of FDis on soil fungal richness was through its effect on plant biomass. Our final SEM model based on plant functional diversity explained nearly 70% variances of soil fungal richness. Strong association of soil fungal richness with the dominant species in the community supported the mass ratio hypothesis. Our results clearly highlight the role of plant functional diversity in enhancing associations of soil fungal diversity with community structure and soil properties in sandy grassland ecosystems.
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Affiliation(s)
- Xiaoan Zuo
- Naiman Desertification Research Station Cold and Arid Regions Environmental and Engineering Research Institute Chinese Academy of Sciences Lanzhou 730000 China; Laboratory of Stress Ecophysiology and Biotechnology (LSEB) CAREERICAS Lanzhou 730000 China
| | - Shaokun Wang
- Naiman Desertification Research Station Cold and Arid Regions Environmental and Engineering Research Institute Chinese Academy of Sciences Lanzhou 730000 China
| | - Peng Lv
- Naiman Desertification Research Station Cold and Arid Regions Environmental and Engineering Research Institute Chinese Academy of Sciences Lanzhou 730000 China
| | - Xin Zhou
- Naiman Desertification Research Station Cold and Arid Regions Environmental and Engineering Research Institute Chinese Academy of Sciences Lanzhou 730000 China
| | - Xueyong Zhao
- Naiman Desertification Research Station Cold and Arid Regions Environmental and Engineering Research Institute Chinese Academy of Sciences Lanzhou 730000 China
| | - Tonghui Zhang
- Naiman Desertification Research Station Cold and Arid Regions Environmental and Engineering Research Institute Chinese Academy of Sciences Lanzhou 730000 China
| | - Jing Zhang
- Naiman Desertification Research Station Cold and Arid Regions Environmental and Engineering Research Institute Chinese Academy of Sciences Lanzhou 730000 China
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23
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de Gannes V, Eudoxie G, Bekele I, Hickey WJ. Relations of microbiome characteristics to edaphic properties of tropical soils from Trinidad. Front Microbiol 2015; 6:1045. [PMID: 26483772 PMCID: PMC4588118 DOI: 10.3389/fmicb.2015.01045] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2015] [Accepted: 09/14/2015] [Indexed: 11/15/2022] Open
Abstract
Understanding how community structure of Bacteria, Archaea, and Fungi varies as a function of edaphic characteristics is key to elucidating associations between soil ecosystem function and the microbiome that sustains it. In this study, non-managed tropical soils were examined that represented a range of edaphic characteristics, and a comprehensive soil microbiome analysis was done by Illumina sequencing of amplicon libraries that targeted Bacteria (universal prokaryotic 16S rRNA gene primers), Archaea (primers selective for archaeal 16S rRNA genes), or Fungi (internal transcribed spacer region). Microbiome diversity decreased in the order: Bacteria > Archaea > Fungi. Bacterial community composition had a strong relationship to edaphic factors while that of Archaea and Fungi was comparatively weak. Bacterial communities were 70–80% alike, while communities of Fungi and Archaea had 40–50% similarity. While each of the three component communities differed in species turnover patterns, soils having relatively similar bacterial communities also housed similar archaeal communities. In contrast, the composition of fungal communities had no correlation to bacterial or archaeal communities. Bacterial and archaeal diversity had significant (negative) correlations to pH, whereas fungal diversity was not correlated to pH. Edaphic characteristics that best explained variation between soils in bacterial community structure were: total carbon, sodium, magnesium, and zinc. For fungi, the best variables were: sodium, magnesium, phosphorus, boron, and C/N. Archaeal communities had two sets of edaphic factors of equal strength, one contained sulfur, sodium, and ammonium-N and the other was composed of clay, potassium, ammonium-N, and nitrate-N. Collectively, the data indicate that Bacteria, Archaea, and Fungi did not closely parallel one another in community structure development, and thus microbiomes in each soil acquired unique identities. This divergence could in part reflect the finding that unknown factor(s) were stronger than edaphic characteristics in shaping fungal and archaeal communities.
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Affiliation(s)
- Vidya de Gannes
- Department Food Production, University of the West Indies St. Augustine, Trinidad and Tobago
| | - Gaius Eudoxie
- Department Food Production, University of the West Indies St. Augustine, Trinidad and Tobago
| | - Isaac Bekele
- Department Food Production, University of the West Indies St. Augustine, Trinidad and Tobago
| | - William J Hickey
- O.N. Allen Laboratory for Soil Microbiology, Department Soil Science, University of Wisconsin-Madison Madison, WI, USA
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25
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Vargas-Gastélum L, Romero-Olivares AL, Escalante AE, Rocha-Olivares A, Brizuela C, Riquelme M. Impact of seasonal changes on fungal diversity of a semi-arid ecosystem revealed by 454 pyrosequencing. FEMS Microbiol Ecol 2015; 91:fiv044. [PMID: 25877341 DOI: 10.1093/femsec/fiv044] [Citation(s) in RCA: 40] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/02/2015] [Indexed: 12/25/2022] Open
Abstract
Fungi play fundamental ecological roles in terrestrial ecosystems. However, their distribution and diversity remain poorly described in natural communities, particularly in arid and semi-arid ecosystems. In order to identify environmental factors determining fungal community structure in these systems, we assessed their diversity in conjunction with soil physicochemical characteristics in a semi-arid ecosystem in Baja California, Mexico, endemic for Coccidioidomycosis (Valley Fever). Two different microhabitats, burrows (influenced by rodent activity) and topsoil, were compared in winter and summer. Using a metagenomic approach, the ITS1 region of nuclear ribosomal DNA was used as barcode. A total of 1940 Operational Taxonomic Units (OTUs) were identified from 362 332 ITS1 sequences obtained by 454 pyrosequencing. Differences in fungal composition between seasons were clearly identified. Moreover, differences in composition between microhabitats were mainly correlated to significant differences in environmental factors, such as moisture and clay content in topsoil samples, and temperature and electrical conductivity in burrow samples. Overall, the fungal community structure (dominated by Ascomycota and Basidiomycota) was less variable between seasons in burrow than in topsoil samples. Coccidioides spp. went undetected by pyrosequencing. However, a nested PCR approach revealed its higher prevalence in burrows.
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Affiliation(s)
- Lluvia Vargas-Gastélum
- Department of Microbiology, Center for Scientific Research and Higher Education of Ensenada (CICESE), Ctra. Ensenada-Tijuana No. 3918, Ensenada, Baja California, 22860, Mexico
| | - Adriana L Romero-Olivares
- Department of Ecology and Evolutionary Biology, University of California-Irvine, 321 Steinhaus Hall, Irvine, CA 92697, USA
| | - Ana E Escalante
- National Laboratory of Sustainability Sciences (LANCIS) Ecology Institute, National Autonomous University of Mexico (UNAM), Tercer Circ. Ext. next to Jardín Botánico, Ciudad Universitaria, 70275, Mexico
| | - Axayácatl Rocha-Olivares
- Department of Biological Oceanography, Center for Scientific Research and Higher Education of Ensenada (CICESE), Ctra. Ensenada-Tijuana No. 3918, Ensenada, Baja California, 22860, Mexico
| | - Carlos Brizuela
- Department of Computer Sciences, Center for Scientific Research and Higher Education of Ensenada (CICESE), Ctra. Ensenada-Tijuana No. 3918, Ensenada, Baja California, 22860, Mexico
| | - Meritxell Riquelme
- Department of Microbiology, Center for Scientific Research and Higher Education of Ensenada (CICESE), Ctra. Ensenada-Tijuana No. 3918, Ensenada, Baja California, 22860, Mexico
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Gonzalez-Martinez A, Osorio F, Rodriguez-Sanchez A, Martinez-Toledo MV, Gonzalez-Lopez J, Lotti T, van Loosdrecht MCM. Bacterial community structure of a lab-scale anammox membrane bioreactor. Biotechnol Prog 2014; 31:186-93. [PMID: 25270790 DOI: 10.1002/btpr.1995] [Citation(s) in RCA: 35] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2014] [Accepted: 09/13/2014] [Indexed: 11/11/2022]
Abstract
Autotrophic nitrogen removal technologies have proliferated through the last decade. Among these, a promising one is the membrane bioreactor (MBR) Anammox, which can achieve very high solids retention time and therefore sets a proper environment for the cultivation of anammox bacteria. In this sense, the MBR Anammox is an efficient technology for the treatment of effluents with low organic carbon and high ammonium concentrations once it has been treated under partial nitrification systems. A lab-scale MBR Anammox bioreactor has been built at the Technological University of Delft, The Netherlands and has been proven for efficient nitrogen removal and efficient cultivation of anammox bacteria. In this study, next-generation sequencing techniques have been used for the investigation of the bacterial communities of this MBR Anammox for the first time ever. A strong domination of Candidatus Brocadia bacterium and also the presence of a myriad of other microorganisms that have adapted to this environment were detected, suggesting that the MBR Anammox bioreactor might have a more complex microbial ecosystem that it has been thought. Among these, nitrate-reducing heterotrophs and primary producers, among others, were identified. Definition of the ecological roles of the OTUs identified through metagenomic analysis was discussed.
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Lipson DA, Kuske CR, Gallegos-Graves LV, Oechel WC. Elevated atmospheric CO2 stimulates soil fungal diversity through increased fine root production in a semiarid shrubland ecosystem. GLOBAL CHANGE BIOLOGY 2014; 20:2555-2565. [PMID: 24753089 DOI: 10.1111/gcb.12609] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/12/2013] [Revised: 02/22/2014] [Accepted: 03/24/2014] [Indexed: 06/03/2023]
Abstract
Soil fungal communities are likely to be central in mediating microbial feedbacks to climate change through their effects on soil carbon (C) storage, nutrient cycling, and plant health. Plants often produce increased fine root biomass in response to elevated atmospheric carbon dioxide (CO2 ), but the responses of soil microbial communities are variable and uncertain, particularly in terms of species diversity. In this study, we describe the responses of the soil fungal community to free air CO2 enrichment (FACE) in a semiarid chaparral shrubland in Southern California (dominated by Adenomstoma fasciculatum) using large subunit rRNA gene sequencing. Community composition varied greatly over the landscape and responses to FACE were subtle, involving a few specific groups. Increased frequency of Sordariomycetes and Leotiomycetes, the latter including the Helotiales, a group that includes many dark septate endophytes known to associate positively with roots, was observed in the FACE plots. Fungal diversity, both in terms of richness and evenness, increased consistently in the FACE treatment, and was relatively high compared to other studies that used similar methods. Increases in diversity were observed across multiple phylogenetic levels, from genus to class, and were distributed broadly across fungal lineages. Diversity was also higher in samples collected close to (5 cm) plants compared to samples in canopy gaps (30 cm away from plants). Fungal biomass correlated well with soil organic matter (SOM) content, but patterns of diversity were correlated with fine root production rather than SOM. We conclude that the fungal community in this ecosystem is tightly linked to plant fine root production, and that future changes in the fungal community in response to elevated CO2 and other climatic changes will be primarily driven by changes in plant belowground allocation. Potential feedbacks mediated by soil fungi, such as soil C sequestration, nutrient cycling, and pathogenesis, are discussed.
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Lentendu G, Wubet T, Chatzinotas A, Wilhelm C, Buscot F, Schlegel M. Effects of long-term differential fertilization on eukaryotic microbial communities in an arable soil: a multiple barcoding approach. Mol Ecol 2014; 23:3341-55. [DOI: 10.1111/mec.12819] [Citation(s) in RCA: 129] [Impact Index Per Article: 11.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2014] [Revised: 05/27/2014] [Accepted: 05/28/2014] [Indexed: 12/21/2022]
Affiliation(s)
- Guillaume Lentendu
- Plant Physiology; Institute of Biology; University of Leipzig; Johannisallee 21-23 Leipzig 04103 Germany
- Molecular Evolution and Animal Systematics; Institute of Biology; University of Leipzig; Talstraße 33 Leipzig 04103 Germany
- Department of Soil Ecology; UFZ - Helmholtz Centre for Environmental Research; Theodor-Lieser-Str. 4 Halle/Saale 06120 Germany
| | - Tesfaye Wubet
- Department of Soil Ecology; UFZ - Helmholtz Centre for Environmental Research; Theodor-Lieser-Str. 4 Halle/Saale 06120 Germany
- German Centre for Integrative Biodiversity Research (iDiv); Halle-Jena-Leipzig; Deutscher Platz 5e Leipzig 04103 Germany
| | - Antonis Chatzinotas
- Department of Environmental Microbiology; UFZ - Helmholtz Centre for Environmental Research; Permoserstraße 15 Leipzig 04318 Germany
| | - Christian Wilhelm
- Plant Physiology; Institute of Biology; University of Leipzig; Johannisallee 21-23 Leipzig 04103 Germany
- German Centre for Integrative Biodiversity Research (iDiv); Halle-Jena-Leipzig; Deutscher Platz 5e Leipzig 04103 Germany
| | - François Buscot
- Department of Soil Ecology; UFZ - Helmholtz Centre for Environmental Research; Theodor-Lieser-Str. 4 Halle/Saale 06120 Germany
- German Centre for Integrative Biodiversity Research (iDiv); Halle-Jena-Leipzig; Deutscher Platz 5e Leipzig 04103 Germany
| | - Martin Schlegel
- Molecular Evolution and Animal Systematics; Institute of Biology; University of Leipzig; Talstraße 33 Leipzig 04103 Germany
- German Centre for Integrative Biodiversity Research (iDiv); Halle-Jena-Leipzig; Deutscher Platz 5e Leipzig 04103 Germany
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Timling I, Walker DA, Nusbaum C, Lennon NJ, Taylor DL. Rich and cold: diversity, distribution and drivers of fungal communities in patterned-ground ecosystems of the North American Arctic. Mol Ecol 2014; 23:3258-72. [PMID: 24689939 DOI: 10.1111/mec.12743] [Citation(s) in RCA: 90] [Impact Index Per Article: 8.2] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2013] [Revised: 03/05/2014] [Accepted: 03/25/2014] [Indexed: 02/01/2023]
Abstract
Fungi are abundant and functionally important in the Arctic, yet comprehensive studies of their diversity in relation to geography and environment are not available. We sampled soils in paired plots along the North American Arctic Transect (NAAT), which spans all five bioclimatic subzones of the Arctic. Each pair of plots contrasted relatively bare, cryoturbated patterned-ground features (PGFs) and adjacent vegetated between patterned-ground features (bPGFs). Fungal communities were analysed via sequencing of 7834 ITS-LSU clones. We recorded 1834 OTUs - nearly half the fungal richness previously reported for the entire Arctic. These OTUs spanned eight phyla, 24 classes, 75 orders and 120 families, but were dominated by Ascomycota, with one-fifth belonging to lichens. Species richness did not decline with increasing latitude, although there was a decline in mycorrhizal taxa that was offset by an increase in lichen taxa. The dominant OTUs were widespread even beyond the Arctic, demonstrating no dispersal limitation. Yet fungal communities were distinct in each subzone and were correlated with soil pH, climate and vegetation. Communities in subzone E were distinct from the other subzones, but similar to those of the boreal forest. Fungal communities on disturbed PGFs differed significantly from those of paired stable areas in bPGFs. Indicator species for PGFs included lichens and saprotrophic fungi, while bPGFs were characterized by ectomycorrhizal and pathogenic fungi. Our results suggest that the Arctic does not host a unique mycoflora, while Arctic fungi are highly sensitive to climate and vegetation, with potential to migrate rapidly as global change unfolds.
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Affiliation(s)
- I Timling
- Department of Biology and Wildlife, University of Alaska Fairbanks, 101 Margaret Murie Building, 982N Koyukuk Dr., Fairbanks, AK, 99775, USA
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Liu K, Ding X, Wang HF, Zhang X, Hozzein WN, Wadaan MAM, Lan A, Zhang B, Li W. Eukaryotic microbial communities in hypersaline soils and sediments from the alkaline hypersaline Huama Lake as revealed by 454 pyrosequencing. Antonie van Leeuwenhoek 2014; 105:871-80. [PMID: 24563154 DOI: 10.1007/s10482-014-0141-4] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/07/2013] [Accepted: 02/13/2014] [Indexed: 12/23/2022]
Abstract
In hypersaline ecosystems, microbial assemblages are structurally distinctive and play important roles in many microbiological and ecological processes. Here, eukaryotic microorganisms in hypersaline samples were investigated by 454 pyrosequencing of internal transcribed spacer (ITS) gene libraries. In total, 4,645, 1,677, and 5,912 reads were obtained from ITS libraries of waterlogged samples, salt crusts, and saline loess from the alkaline Huama Lake in Shaanxi, China. Analyses of pyrosequencing data revealed that the dominant genera were Dunaliella, Alternaria and Chlamydomonas, which dominated the microbial assemblages in the waterlogged sediments, the salt crusts and the saline loess from the lake banks, respectively. The various infrequent species were not commonly shared by the three types of samples, demonstrating that the eukaryotic microbial compositions of the different environments were distinct. However, the micro-eukaryotic assemblages associated with similar environmental conditions shared some components and were phylogenetically related. The eukaryotic microbial community composition was correlated with the pH value of the site (p = 0.001; r(2) = 0.99), but not with the concentration of total nitrogen or the inorganic ions investigated in this study. The results of this study demonstrated that the hypersaline ecosystems hosted surprisingly diverse eukaryotic microbial community.
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Affiliation(s)
- Kaihui Liu
- Key Laboratory of Microbial Diversity in Southwest China, Ministry of Education, Laboratory for Conservation and Utilization of Bio-resources, Yunnan Institute of Microbiology, Yunnan University, Kunming, 650091, China
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31
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Zhang X, Xu S, Li C, Zhao L, Feng H, Yue G, Ren Z, Cheng G. The soil carbon/nitrogen ratio and moisture affect microbial community structures in alkaline permafrost-affected soils with different vegetation types on the Tibetan plateau. Res Microbiol 2014; 165:128-39. [DOI: 10.1016/j.resmic.2014.01.002] [Citation(s) in RCA: 86] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2013] [Accepted: 01/04/2014] [Indexed: 11/27/2022]
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32
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Metagenomic Approach Yields Insights into Fungal Diversity and Functioning. SPRINGERBRIEFS IN BIOLOGY 2014. [DOI: 10.1007/978-4-431-54261-2_1] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
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Penton CR, StLouis D, Cole JR, Luo Y, Wu L, Schuur EAG, Zhou J, Tiedje JM. Fungal diversity in permafrost and tallgrass prairie soils under experimental warming conditions. Appl Environ Microbiol 2013; 79:7063-72. [PMID: 24014534 PMCID: PMC3811548 DOI: 10.1128/aem.01702-13] [Citation(s) in RCA: 31] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2013] [Accepted: 09/03/2013] [Indexed: 12/15/2022] Open
Abstract
Soil fungi play a major role in terrestrial ecosystem functioning through interactions with soil structure, plants, micro- and mesofauna, and nutrient cycling through predation, pathogenesis, mutualistic, and saprotrophic roles. The diversity of soil fungi was assessed by sequencing their 28S rRNA gene in Alaskan permafrost and Oklahoma tallgrass prairie soils at experimental sites where the effect of climate warming is under investigation. A total of 226,695 reads were classified into 1,063 genera, covering 62% of the reference data set. Using the Bayesian Classifier offered by the Ribosomal Database Project (RDP) with 50% bootstrapping classification confidence, approximately 70% of sequences were returned as "unclassified" at the genus level, although the majority (∼65%) were classified at the class level, which provided insight into these lesser-known fungal lineages. Those unclassified at the genus level were subjected to BLAST analysis against the ARB-SILVA database, where ∼50% most closely matched nonfungal taxa. Compared to the more abundant sequences, a higher proportion of rare operational taxonomic units (OTU) were successfully classified to genera at 50% bootstrap confidence, indicating that the fungal rare biosphere in these sites is not composed of sequencing artifacts. There was no significant effect after 1 year of warming on the fungal community structure at both sites, except perhaps for a few minor members, but there was a significant effect of sample depth in the permafrost soils. Despite overall significant community structure differences driven by variations in OTU dominance, the prairie and permafrost soils shared 90% and 63% of all fungal sequences, respectively, indicating a fungal "seed bank" common between both sites.
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Affiliation(s)
- C. Ryan Penton
- Center for Microbial Ecology, Michigan State University, East Lansing, Michigan, USA
| | - Derek StLouis
- Center for Microbial Ecology, Michigan State University, East Lansing, Michigan, USA
| | - James R. Cole
- Center for Microbial Ecology, Michigan State University, East Lansing, Michigan, USA
| | - Yiqi Luo
- Department of Microbiology and Plant Biology, University of Oklahoma, Norman, Oklahoma, USA
| | - Liyou Wu
- Department of Microbiology and Plant Biology, University of Oklahoma, Norman, Oklahoma, USA
- Institute for Environmental Genomics, University of Oklahoma, Norman, Oklahoma, USA
| | - E. A. G Schuur
- Department of Biology, University of Florida, Gainesville, Florida, USA
| | - Jizhong Zhou
- Institute for Environmental Genomics, University of Oklahoma, Norman, Oklahoma, USA
- State Key Joint Laboratory of Environment Simulation and Pollution Control, School of Environment, Tsinghua University, Beijing, China
- Earth Science Division, Lawrence Berkeley National Laboratory, Berkeley, California, USA
| | - James M. Tiedje
- Center for Microbial Ecology, Michigan State University, East Lansing, Michigan, USA
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Öpik M, Zobel M, Cantero JJ, Davison J, Facelli JM, Hiiesalu I, Jairus T, Kalwij JM, Koorem K, Leal ME, Liira J, Metsis M, Neshataeva V, Paal J, Phosri C, Põlme S, Reier Ü, Saks Ü, Schimann H, Thiéry O, Vasar M, Moora M. Global sampling of plant roots expands the described molecular diversity of arbuscular mycorrhizal fungi. MYCORRHIZA 2013; 23:411-30. [PMID: 23422950 DOI: 10.1007/s00572-013-0482-2] [Citation(s) in RCA: 170] [Impact Index Per Article: 14.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/12/2012] [Accepted: 01/28/2013] [Indexed: 05/24/2023]
Abstract
We aimed to enhance understanding of the molecular diversity of arbuscular mycorrhizal fungi (AMF) by building a new global dataset targeting previously unstudied geographical areas. In total, we sampled 96 plant species from 25 sites that encompassed all continents except Antarctica. AMF in plant roots were detected by sequencing the nuclear SSU rRNA gene fragment using either cloning followed by Sanger sequencing or 454-sequencing. A total of 204 AMF phylogroups (virtual taxa, VT) were recorded, increasing the described number of Glomeromycota VT from 308 to 341 globally. Novel VT were detected from 21 sites; three novel but nevertheless widespread VT (Glomus spp. MO-G52, MO-G53, MO-G57) were recorded from six continents. The largest increases in regional VT number were recorded in previously little-studied Oceania and in the boreal and polar climatic zones - this study providing the first molecular data from the latter. Ordination revealed differences in AM fungal communities between different continents and climatic zones, suggesting that both biogeographic history and environmental conditions underlie the global variation of those communities. Our results show that a considerable proportion of Glomeromycota diversity has been recorded in many regions, though further large increases in richness can be expected in remaining unstudied areas.
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Affiliation(s)
- Maarja Öpik
- Department of Botany, University of Tartu, 40 Lai Street, 51005 Tartu, Estonia.
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Wu YT, Wubet T, Trogisch S, Both S, Scholten T, Bruelheide H, Buscot F. Forest Age and Plant Species Composition Determine the Soil Fungal Community Composition in a Chinese Subtropical Forest. PLoS One 2013; 8:e66829. [PMID: 23826151 PMCID: PMC3694989 DOI: 10.1371/journal.pone.0066829] [Citation(s) in RCA: 35] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2012] [Accepted: 05/13/2013] [Indexed: 11/19/2022] Open
Abstract
Fungal diversity and community composition are mainly related to soil and vegetation factors. However, the relative contribution of the different drivers remains largely unexplored, especially in subtropical forest ecosystems. We studied the fungal diversity and community composition of soils sampled from 12 comparative study plots representing three forest age classes (Young: 10-40 yrs; Medium: 40-80 yrs; Old: ≥80 yrs) in Gutianshan National Nature Reserve in South-eastern China. Soil fungal communities were assessed employing ITS rDNA pyrotag sequencing. Members of Basidiomycota and Ascomycota dominated the fungal community, with 22 putative ectomycorrhizal fungal families, where Russulaceae and Thelephoraceae were the most abundant taxa. Analysis of similarity showed that the fungal community composition significantly differed among the three forest age classes. Forest age class, elevation of the study plots, and soil organic carbon (SOC) were the most important factors shaping the fungal community composition. We found a significant correlation between plant and fungal communities at different taxonomic and functional group levels, including a strong relationship between ectomycorrhizal fungal and non-ectomycorrhizal plant communities. Our results suggest that in subtropical forests, plant species community composition is the main driver of the soil fungal diversity and community composition.
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Affiliation(s)
- Yu Ting Wu
- UFZ-Helmholtz Centre for Environmental Research, Department of Soil Ecology, Halle (Saale), Germany
- Chair of Soil Ecology, Institute of Biology, University of Leipzig, Leipzig, Germany
| | - Tesfaye Wubet
- UFZ-Helmholtz Centre for Environmental Research, Department of Soil Ecology, Halle (Saale), Germany
- German Centre for Integrative Biodiversity Research (iDiv), Leipzig, Germany
| | - Stefan Trogisch
- Faculty of Biology, Department of Geobotany, University of Freiburg, Freiburg, Germany
- Department of Biology and Geobotany, Martin Luther University Halle Wittenberg, Halle (Saale), Germany
| | - Sabine Both
- Department of Biology and Geobotany, Martin Luther University Halle Wittenberg, Halle (Saale), Germany
| | - Thomas Scholten
- Chair of Physical Geography and Soil Science, University of Tübingen, Tübingen, Germany
| | - Helge Bruelheide
- German Centre for Integrative Biodiversity Research (iDiv), Leipzig, Germany
- Department of Biology and Geobotany, Martin Luther University Halle Wittenberg, Halle (Saale), Germany
| | - François Buscot
- UFZ-Helmholtz Centre for Environmental Research, Department of Soil Ecology, Halle (Saale), Germany
- Chair of Soil Ecology, Institute of Biology, University of Leipzig, Leipzig, Germany
- German Centre for Integrative Biodiversity Research (iDiv), Leipzig, Germany
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36
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454 Pyrosequencing Analysis of Fungal Assemblages from Geographically Distant, Disparate Soils Reveals Spatial Patterning and a Core Mycobiome. DIVERSITY-BASEL 2013. [DOI: 10.3390/d5010073] [Citation(s) in RCA: 42] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
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37
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Halme P, Heilmann-Clausen J, Rämä T, Kosonen T, Kunttu P. Monitoring fungal biodiversity – towards an integrated approach. FUNGAL ECOL 2012. [DOI: 10.1016/j.funeco.2012.05.005] [Citation(s) in RCA: 35] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/10/2023]
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38
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Davey ML, Heegaard E, Halvorsen R, Kauserud H, Ohlson M. Amplicon-pyrosequencing-based detection of compositional shifts in bryophyte-associated fungal communities along an elevation gradient. Mol Ecol 2012. [DOI: 10.1111/mec.12122] [Citation(s) in RCA: 54] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Affiliation(s)
- Marie L. Davey
- Department of Ecology and Natural Resource Management; Norwegian University of Life Sciences; PO Box 5003 NO-1432 Ås Norway
- Microbial Evolution Research Group (MERG); Department of Biology; University of Oslo; PO Box 1066 Blindern NO-0316 Oslo Norway
| | - Einar Heegaard
- Norwegian Forest and Landscape Institute; Fanaflaten 4 NO-5244 Fana Norway
| | - Rune Halvorsen
- Department of Botany, Natural History Museum; University of Oslo; PO Box 1172 Blindern NO-0318 Oslo Norway
| | - Håvard Kauserud
- Microbial Evolution Research Group (MERG); Department of Biology; University of Oslo; PO Box 1066 Blindern NO-0316 Oslo Norway
| | - Mikael Ohlson
- Department of Ecology and Natural Resource Management; Norwegian University of Life Sciences; PO Box 5003 NO-1432 Ås Norway
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39
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Davey ML, Heegaard E, Halvorsen R, Ohlson M, Kauserud H. Seasonal trends in the biomass and structure of bryophyte-associated fungal communities explored by 454 pyrosequencing. THE NEW PHYTOLOGIST 2012; 195:844-856. [PMID: 22758207 DOI: 10.1111/j.1469-8137.2012.04215.x] [Citation(s) in RCA: 62] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/01/2023]
Abstract
Bryophytes are a dominant vegetation component of the boreal forest, but little is known about their associated fungal communities, including seasonal variation within them. Seasonal variation in the fungal biomass and composition of fungal communities associated with three widespread boreal bryophytes was investigated using HPLC assays of ergosterol and amplicon pyrosequencing of the internal transcribed spacer 2 (ITS2) region of rDNA. The bryophyte phyllosphere community was dominated by Ascomycota. Fungal biomass did not decline appreciably in winter (P=0.272). Significant host-specific patterns in seasonal variation of biomass were detected (P=0.003). Although seasonal effects were not the primary factors structuring community composition, collection date significantly explained (P=0.001) variation not attributed to locality, host, and tissue. Community homogenization and a reduction in turnover occurred with the onset of frost events and subzero air and soil temperatures. Fluctuations in the relative abundance of particular fungal groups seem to reflect the nature of their association with mosses, although conclusions are drawn with caution because of potential methodological bias. The moss-associated fungal community is dynamic, exhibiting seasonal turnover in composition and relative abundance of different fungal groups, and significant fungal biomass is present year-round, suggesting a winter-active fungal community.
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Affiliation(s)
- Marie L Davey
- Department of Ecology and Natural Resource Management, Norwegian University of Life Sciences, PO Box 5003, NO-1432 Ås, Norway
- Microbial Evolution Research Group (MERG), Department of Biology, University of Oslo, PO Box 1066 Blindern, NO-0316 Oslo, Norway
| | - Einar Heegaard
- Norwegian Forest and Landscape Institute, Fanaflaten 4, NO-5244 Fana, Norway
| | - Rune Halvorsen
- Department of Botany, Natural History Museum, University of Oslo, PO Box 1172 Blindern, NO-0318 Oslo, Norway
| | - Mikael Ohlson
- Department of Ecology and Natural Resource Management, Norwegian University of Life Sciences, PO Box 5003, NO-1432 Ås, Norway
| | - Håvard Kauserud
- Microbial Evolution Research Group (MERG), Department of Biology, University of Oslo, PO Box 1066 Blindern, NO-0316 Oslo, Norway
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Kuffner M, Hai B, Rattei T, Melodelima C, Schloter M, Zechmeister-Boltenstern S, Jandl R, Schindlbacher A, Sessitsch A. Effects of season and experimental warming on the bacterial community in a temperate mountain forest soil assessed by 16S rRNA gene pyrosequencing. FEMS Microbiol Ecol 2012; 82:551-62. [PMID: 22670891 PMCID: PMC3556523 DOI: 10.1111/j.1574-6941.2012.01420.x] [Citation(s) in RCA: 80] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2012] [Revised: 05/18/2012] [Accepted: 05/24/2012] [Indexed: 11/29/2022] Open
Abstract
Climate warming may induce shifts in soil microbial communities possibly altering the long-term carbon mineralization potential of soils. We assessed the response of the bacterial community in a forest soil to experimental soil warming (+4 °C) in the context of seasonal fluctuations. Three experimental plots were sampled in the fourth year of warming in summer and winter and compared to control plots by 16S rRNA gene pyrosequencing. We sequenced 17 308 amplicons per sample and analysed operational taxonomic units at genetic distances of 0.03, 0.10 and 0.25, with respective Good's coverages of 0.900, 0.977 and 0.998. Diversity indices did not differ between summer, winter, control or warmed samples. Summer and winter samples differed in community structure at a genetic distance of 0.25, corresponding approximately to phylum level. This was mainly because of an increase of Actinobacteria in winter. Abundance patterns of dominant taxa (> 0.06% of all reads) were analysed individually and revealed, that seasonal shifts were coherent among related phylogenetic groups. Seasonal community dynamics were subtle compared to the dynamics of soil respiration. Despite a pronounced respiration response to soil warming, we did not detect warming effects on community structure or composition. Fine-scale shifts may have been concealed by the considerable spatial variation.
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Affiliation(s)
- Melanie Kuffner
- Bioresources Unit, Department of Health and Environment, AIT-Austrian Institute of Technology GmbH, Tulln, Austria.
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