1
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Stoppiello GA, De Carolis R, Coleine C, Tretiach M, Muggia L, Selbmann L. Intrathalline Fungal and Bacterial Diversity Is Uncovered in Antarctic Lichen Symbioses. ENVIRONMENTAL MICROBIOLOGY REPORTS 2025; 17:e70080. [PMID: 40325803 PMCID: PMC12052756 DOI: 10.1111/1758-2229.70080] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/27/2024] [Revised: 02/16/2025] [Accepted: 02/18/2025] [Indexed: 05/07/2025]
Abstract
Although the Antarctic continent represents one of the most hostile environments on earth, microbial life has adapted to cope with these extreme conditions. Lichens are one of the most successful groups of organisms in Antarctica, where they serve as unique niches for microbial diversification. We have selected eight epilithic lichen species growing in Victoria Land (three cosmopolitan and five endemic to Antarctica) to describe with amplicon sequencing the diversity of the associated fungal and bacterial communities. The lichen mycobiota is predominantly composed of Ascomycota belonging to the classes Chaetothyriomycetes and Dothideomycetes, while a few key representative taxa were recognised as basidiomycetous yeasts. Bacteria associated with lichens were represented by Pseudomonadota, Cyanobacteria, and Bacteroidota in which psychrophilic genera were identified. The microbiota was diverse among the lichen species, and their variation was driven by the lichen species itself and their endemic or cosmopolitan distribution. There was a strong association of the microbial communities linked to the lichen itself, rather than to the specific characteristics of the collecting site. The lichen thallus, thus, plays an important role in microbial diversification and may potentially act as a selective biodiversity filter in which different fungal and bacterial communities thrive in it.
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Affiliation(s)
| | - Roberto De Carolis
- Largo Dell' Università, Department of Ecological and Biological SciencesUniversity of TusciaViterboItaly
| | - Claudia Coleine
- Largo Dell' Università, Department of Ecological and Biological SciencesUniversity of TusciaViterboItaly
| | - Mauro Tretiach
- Department of Life SciencesUniversity of TriesteTriesteItaly
| | - Lucia Muggia
- Department of Life SciencesUniversity of TriesteTriesteItaly
| | - Laura Selbmann
- Largo Dell' Università, Department of Ecological and Biological SciencesUniversity of TusciaViterboItaly
- Italian Antarctic National Museum (MNA)Mycological SectionGenoaItaly
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2
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Shaffer MR, Andruszkiewicz Allan E, Van Cise AM, Parsons KM, Shelton AO, Kelly RP. Observation Bias in Metabarcoding. Mol Ecol Resour 2025:e14119. [PMID: 40375355 DOI: 10.1111/1755-0998.14119] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2023] [Revised: 03/13/2025] [Accepted: 04/22/2025] [Indexed: 05/18/2025]
Abstract
DNA metabarcoding is subject to observation bias associated with PCR and sequencing, which can result in observed read proportions differing from actual species proportions in the DNA extract. Here, we amplify and sequence a mock community of known composition containing marine fishes and cetaceans using four different primer sets and a variety of PCR conditions. We first compare metabarcoding observations to two different sets of expected species proportions based on total genomic DNA and on target mitochondrial template DNA. We find that calibrating observed read proportions based on template DNA concentration is most appropriate as it isolates PCR amplification bias; calibration with total genomic DNA results in bias that can be attributed to both PCR amplification bias and differing ratios of template to total genomic DNA. We then model the remaining amplification bias and find that approximately 60% can be explained by inherent species-specific DNA characteristics. These include primer-template mismatches, amplicon fragment length, and GC content, which vary somewhat across Taq polymerases. Finally, we investigate how different PCR protocols influence community composition regardless of expected proportions and find that changing protocols most strongly influence the amplification of templates with primer mismatches. Our findings suggest that using primer-template pairs without mismatches and targeting a narrow taxonomic group can yield more repeatable and accurate estimates of species' true, underlying DNA template proportions. These findings identify key factors that should be considered when designing studies that aim to apply metabarcoding data quantitatively.
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Affiliation(s)
- Megan R Shaffer
- School of Marine and Environmental Affairs, University of Washington, Seattle, Washington, USA
- Conservation Biology Division, Northwest Fisheries Science Center, National Marine Fisheries Service, National Oceanic and Atmospheric Administration, Seattle, Washington, USA
| | | | - Amy M Van Cise
- School of Aquatic and Fishery Sciences, University of Washington, Seattle, Washington, USA
| | - Kim M Parsons
- Conservation Biology Division, Northwest Fisheries Science Center, National Marine Fisheries Service, National Oceanic and Atmospheric Administration, Seattle, Washington, USA
| | - Andrew Olaf Shelton
- Conservation Biology Division, Northwest Fisheries Science Center, National Marine Fisheries Service, National Oceanic and Atmospheric Administration, Seattle, Washington, USA
| | - Ryan P Kelly
- School of Marine and Environmental Affairs, University of Washington, Seattle, Washington, USA
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3
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Grammatiki K, de Jonge N, Nielsen JL, García-Gomez SC, Avramidi E, Lymperaki MM, Marcou M, Ioannou G, Papatheodoulou M, Dargent O, Xevgenos D, Hesselsøe M, Küpper FC. eDNA metabarcoding of marine invertebrate communities at RO desalination plant outfalls in Cyprus. MARINE POLLUTION BULLETIN 2025; 214:117609. [PMID: 40068430 DOI: 10.1016/j.marpolbul.2025.117609] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/22/2024] [Revised: 01/21/2025] [Accepted: 01/23/2025] [Indexed: 04/02/2025]
Abstract
Seawater desalination has become an essential part of the drinking water supply of many arid countries in the world - including Cyprus and the wider Mediterranean - Middle Eastern region. In this study, the microinvertebrate fauna near the outfall sites of 2 seawater desalination plants, Dhekelia and Larnaca, in Cyprus was assessed by microscopy-based classical taxonomy and eDNA metabarcoding. The results show impact of desalination brine discharge on marine benthic communities. The community structure and the impact of abiotic factors was more prominent in the sediments than the water, and the alpha diversity results from metabarcoding were consistent with the results from microscopy but differed taxonomically.
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Affiliation(s)
- K Grammatiki
- School of Biological Sciences, University of Aberdeen, Cruickshank Building, St Machar Drive, Aberdeen AB24 3UU, Scotland, UK
| | - N de Jonge
- Department of Chemistry and Bioscience, Aalborg University, Fredrik Bajers vej 7H, 9220 Aalborg East, Denmark
| | - J L Nielsen
- Department of Chemistry and Bioscience, Aalborg University, Fredrik Bajers vej 7H, 9220 Aalborg East, Denmark
| | - S C García-Gomez
- Freelance-Benthic Macrofauna External Analyst, 48918646-S Málaga, Spain
| | - E Avramidi
- School of Biological Sciences, University of Aberdeen, Cruickshank Building, St Machar Drive, Aberdeen AB24 3UU, Scotland, UK
| | - M M Lymperaki
- Centro de Ciências do Mar (CCMAR), University of Algarve, 8000-139 Faro, Portugal
| | - M Marcou
- Department of Fisheries & Marine Research, Ministry of Agriculture, Rural Development and Environment, 1416 Nicosia, Cyprus
| | - G Ioannou
- Department of Fisheries & Marine Research, Ministry of Agriculture, Rural Development and Environment, 1416 Nicosia, Cyprus
| | - M Papatheodoulou
- Department of Fisheries & Marine Research, Ministry of Agriculture, Rural Development and Environment, 1416 Nicosia, Cyprus
| | - O Dargent
- Lycée International de Valbonne, 190 rue Frédéric Mistral, 06560 Valbonne Sophia-Antipolis, France
| | - D Xevgenos
- TU Delft, Applied Sciences Faculty, Lorentzweg 1, 2628 CJ Delft, the Netherlands.
| | - M Hesselsøe
- NIRAS A/S, Østre Havnegade 12, 9000 Aalborg, Denmark
| | - F C Küpper
- School of Biological Sciences, University of Aberdeen, Cruickshank Building, St Machar Drive, Aberdeen AB24 3UU, Scotland, UK; Oceanography Center, University of Cyprus, 1 Panepistimiou Av., 2109 Aglandjia, Nicosia, Cyprus.
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4
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Bindels LB, Watts JEM, Theis KR, Carrion VJ, Ossowicki A, Seifert J, Oh J, Shao Y, Hilty M, Kumar P, Hildebrand F, Lovejoy C, Wigley P, Yu K, Zhang M, Zhang T, Walter J, Desai MS, Huws SA, Schriml LM, Ravel J, Fricke WF, Eloe-Fadrosh EA, Lee CK, Clavel T. A blueprint for contemporary studies of microbiomes. MICROBIOME 2025; 13:95. [PMID: 40200306 PMCID: PMC11977902 DOI: 10.1186/s40168-025-02091-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/17/2025] [Accepted: 03/07/2025] [Indexed: 04/10/2025]
Abstract
This editorial piece co-authored by the Senior Editors at Microbiome aims to highlight current challenges in the field of environmental and host-associated microbiome research. We also take the opportunity to clarify our expectations for the articles submitted to the journal. At Microbiome, we are seeking studies that provide either new mechanistic insights into the role of microbiomes in health and environmental systems or substantial conceptual or technical advances. Manuscripts need to meet high standards of language accuracy, quality of microbiome analyses, and data and protocol availability, including detailed reporting of wet-lab and in silico protocols, all of which can critically enhance transparency and reproducibility. We think that such efforts are essential to push the boundaries of our knowledge on microbiomes in a concerted, international effort.
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Affiliation(s)
- Laure B Bindels
- Metabolism and Nutrition Research Group, Louvain Drug Research Institute, UCLouvain, Université catholique de Louvain, Brussels, Belgium.
- Welbio Department, WEL Research Institute, Wavre, Belgium.
| | - Joy E M Watts
- School of Environment and Life Sciences, University of Portsmouth, Portsmouth, UK
| | - Kevin R Theis
- Department of Biochemistry, Microbiology, and Immunology, Wayne State University School of Medicine, Detroit, MI, USA
| | - Víctor J Carrion
- Departamento de Microbiología, Facultad de Ciencias, Campus Universitario de Teatinos s/n, Universidad de Málaga, Málaga, Spain
- Departamento de Protección de Cultivos, Instituto de Hortofruticultura Subtropical y Mediterránea "La Mayora", Campus Universitario de Teatinos, Universidad de Málaga-Consejo Superior de Investigaciones Científicas (IHSM-UMA-CSIC), Málaga, Spain
- Institute of Biology, Leiden University, Leiden, The Netherlands
- Department of Microbial Ecology, Netherlands Institute of Ecology (NIOO-KNAW), Wageningen, The Netherlands
| | - Adam Ossowicki
- Departamento de Microbiología, Facultad de Ciencias, Campus Universitario de Teatinos s/n, Universidad de Málaga, Málaga, Spain
- Departamento de Protección de Cultivos, Instituto de Hortofruticultura Subtropical y Mediterránea "La Mayora", Campus Universitario de Teatinos, Universidad de Málaga-Consejo Superior de Investigaciones Científicas (IHSM-UMA-CSIC), Málaga, Spain
| | - Jana Seifert
- HoLMiR - Hohenheim Center for Livestock Microbiome Research, Functional Microbiology of Livestock, University of Hohenheim, Stuttgart, Germany
| | - Julia Oh
- Department of Dermatology, Duke University, Durham, NC, USA
| | - Yongqi Shao
- Faculty of Agriculture, Life and Environmental Sciences, Zhejiang University, Hangzhou, China
| | - Markus Hilty
- Institute for Infectious Diseases, University of Bern, Bern, Switzerland
| | - Purnima Kumar
- Department of Periodontics and Oral Medicine, School of Dentistry, University of Michigan, Ann Arbor, MI, USA
| | - Falk Hildebrand
- Quadram Institute Bioscience, Norwich Research Park, Norwich, Norfolk, NR4 7UQ, UK
- Earlham Institute, Norwich Research Park, Norwich, Norfolk, NR4 7UQ, UK
| | - Connie Lovejoy
- Département de Biologie and Institut de Biologie Intégrative Et Des Systèmes, Université Laval, Québec, QC, Canada
| | - Paul Wigley
- Bristol Veterinary School, Langford Campus, University of Bristol, Bristol, UK
| | - Ke Yu
- Shenzhen Graduate School, Peking University, Shenzhen, China
| | - Meiling Zhang
- School of Life Sciences, East China Normal University, Shanghai, 200241, China
| | - Tong Zhang
- Environmental Microbiome Engineering and Biotechnology Laboratory, Department of Civil Engineering, Faculty of Engineering, The University of Hong Kong, Hong Kong, China
- School of Public Health, The University of Hong Kong, Pokfulam Road, Hong Kong, China
| | - Jens Walter
- APC Microbiome Ireland, School of Microbiology, and Department of Medicine, University College Cork, Cork, Ireland
| | - Mahesh S Desai
- Nutrition, Microbiome and Immunity Group, Department of Infection and Immunity, Luxembourg Institute of Health, Esch-Sur-Alzette, Luxembourg
| | - Sharon Ann Huws
- School of Biological Sciences, Institute for Global Food Security, Queen's University, Belfast, UK
| | - Lynn M Schriml
- Department of Epidemiology and Public Health, Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Jacques Ravel
- Center for Advanced Microbiome Research and Innovation, Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, MD, USA
- Department of Microbiology and Immunology, University of Maryland School of Medicine, Baltimore, MD, USA
| | - W Florian Fricke
- Department of Microbiome Research and Applied Bioinformatics, University of Hohenheim, Stuttgart, Germany
- Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Emiley A Eloe-Fadrosh
- DOE Joint Genome Institute, Lawrence Berkeley National Laboratory, Berkeley, CA, USA
| | - Charles K Lee
- Environmental Research Institute, University of Waikato, Hamilton, New Zealand
- School of Science, University of Waikato, Hamilton, New Zealand
| | - Thomas Clavel
- Functional Microbiome Research Group, Institute of Medical Microbiology, RWTH University Hospital, Aachen, Germany
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5
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Lakmuang C, Ibrahim SNMM, Kaewjon T, Kraisitudomsook N, Somboonna N, Chanabun R, Chindamporn A, Pombubpa N. Exploring Fungal Abundance and WHO Fungal Priority Pathogens in Agricultural Fields: A One Health Perspective in Northeast Thailand. Life (Basel) 2025; 15:488. [PMID: 40141832 PMCID: PMC11944233 DOI: 10.3390/life15030488] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2025] [Revised: 02/27/2025] [Accepted: 03/06/2025] [Indexed: 03/28/2025] Open
Abstract
Fungal pathogens prevalent in agricultural areas pose a significant risk to human health, with some exhibiting high fatality rates, as reported by the WHO Fungal Pathogen Priority List (WHO FPPL). This study investigates fungal communities in northeast Thailand's agricultural areas, focusing on potential reservoirs of the WHO FPPL. Samples were collected from rice, cassava, rubber trees, and sugarcane fields across 18 provinces with distinct geological features. Metabarcoding of the ITS1 region and taxonomic analysis were conducted, and potential pathogens were selected according to WHO FPPL criteria. The results showed that overall fungal community richness and diversity were influenced by plant fields but not significantly different by geological features. Soil organic matter and water content affected fungal dynamics only in rubber tree fields. Fungal pathogens from the WHO FPPL were found in all four plant fields, with higher abundance in Chaiyaphum province, especially in sugarcane fields, and the lowest in Nong Bua Lam Phu. Candida tropicalis, a high-priority pathogen, was predominantly associated with rock salt features. This study underscores the need for vigilance among farmers and emphasizes the importance of confirming fungal pathogenicity.
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Affiliation(s)
- Chayaporn Lakmuang
- Bioinformatics and Computational Biology Program, Graduate School, Chulalongkorn University, Bangkok 10330, Thailand;
- Department of Microbiology, Faculty of Science, Chulalongkorn University, Bangkok 10330, Thailand; (S.N.M.M.I.); (T.K.); (N.S.)
| | | | - Teeratat Kaewjon
- Department of Microbiology, Faculty of Science, Chulalongkorn University, Bangkok 10330, Thailand; (S.N.M.M.I.); (T.K.); (N.S.)
| | - Nattapol Kraisitudomsook
- Department of Biology, Faculty of Science and Technology, Muban Chombueng Rajabhat University, Ratchaburi 70150, Thailand;
| | - Naraporn Somboonna
- Department of Microbiology, Faculty of Science, Chulalongkorn University, Bangkok 10330, Thailand; (S.N.M.M.I.); (T.K.); (N.S.)
- Microbiome Research Unit for Probiotics in Food and Cosmetics, Chulalongkorn University, Bangkok 10330, Thailand
| | - Ratmanee Chanabun
- Program in Animal Science, Faculty of Agricultural Technology, Sakon Nakhon Rajabhat University, Sakon Nakhon 47000, Thailand;
- Biodiversity and Utilization Research Unit, Center of Excellence in Modern Agriculture, Sakon Nakhon Rajabhat University, Sakon Nakhon 47000, Thailand
| | - Ariya Chindamporn
- Department of Microbiology, Faculty of Medicine, Chulalongkorn University, Bangkok 10330, Thailand;
| | - Nuttapon Pombubpa
- Department of Microbiology, Faculty of Science, Chulalongkorn University, Bangkok 10330, Thailand; (S.N.M.M.I.); (T.K.); (N.S.)
- Microbiome Research Unit for Probiotics in Food and Cosmetics, Chulalongkorn University, Bangkok 10330, Thailand
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6
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Kennedy PG, Nieves DJ, Walther KP, Matney S, Ronold EK. High overlap in the richness and composition of ectomycorrhizal fungal communities associated with Corylus shrubs and co-occurring Quercus and Pinus trees. Mycologia 2025; 117:201-212. [PMID: 39889239 DOI: 10.1080/00275514.2024.2445110] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2024] [Accepted: 12/13/2024] [Indexed: 02/02/2025]
Abstract
Despite being present in many North American forest understories, the ectomycorrhizal (ECM) fungal communities associated with Corylus shrubs have received no prior study. To address this knowledge gap, we characterized the ECM fungal communities on roots of Corylus shrubs as well as co-occurring Quercus and Pinus trees in Minnesota, USA. ECM-colonized root tips from pairs of Corylus shrubs and four ECM tree species, Quercus macrocarpa, Quercus ellipsoidalis, Pinus strobus, and Pinus resinosa, growing in close proximity (<1 m), were sampled at the Cedar Creek Ecosystem Science Reserve. ECM fungal communities were assessed using high-throughput sequencing of the ITS2 region. ECM fungal operational taxonomic unit (OTU) richness was equivalent among the two Quercus species and their associated Corylus shrubs, but significantly higher on P. strobus-associated Corylus shrubs compared with P. strobus, P. resinosa, and P. resinosa-associated Corylus shrubs. ECM fungal community composition on Corylus shrubs largely mirrored that on each of the Quercus and Pinus species, although the two Pinus communities were significantly different from each other. Further, the same ECM fungal OTUs were commonly encountered on paired Corylus-tree host samples, suggesting a high potential for co-colonization by the same fungal individuals. Collectively, these results support the growing consensus that woody understory plants often associate with similar ECM fungal communities as co-occurring tree hosts regardless of phylogenetic relatedness.
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Affiliation(s)
- Peter G Kennedy
- Department of Plant and Microbial Biology, University of Minnesota, 1479 Gortner Avenue, Minneapolis, Minnesota 55108, USA
| | - Dyonishia J Nieves
- Ecology, Evolution, and Behavior Graduate Program, University of Minnesota, Minneapolis, Minnesota 55108, USA
| | | | - Soren Matney
- Department of Plant and Microbial Biology, University of Minnesota, 1479 Gortner Avenue, Minneapolis, Minnesota 55108, USA
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7
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Naranjo-Orrico D, Ovaskainen O, Furneaux B, Purhonen J, Arancibia PA, Burg S, Moser N, Niku J, Tikhonov G, Zakharov E, Monkhouse N, Abrego N. Wind Is a Primary Driver of Fungal Dispersal Across a Mainland-Island System. Mol Ecol 2025; 34:e17675. [PMID: 39895457 DOI: 10.1111/mec.17675] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2024] [Revised: 01/20/2025] [Accepted: 01/22/2025] [Indexed: 02/04/2025]
Abstract
Dispersal is one of the main processes shaping ecological communities. Yet, for species-rich communities in natural systems, the role of dispersal in community assembly remains relatively less studied compared to other processes. This is the case for fungal communities, for which predictable knowledge about where and how the dispersal propagules move across space is largely lacking. We sampled fungal communities at their dispersal stage in a lake mainland-island system in Finland, using a regular grid of 18 × 18 km, including sites on the mainland, islands and over the water. Fungal communities were screened by applying DNA barcoding to air samples. To assess the factors determining fungal dispersal, we modelled aerial fungal communities with a joint species distribution model, including spore traits, weather-related predictors, and spatial predictors. We found that the probability of occurrence of most species (and consequently species richness measured as the number of OTUs per sample) was lower in low-connectivity sites (water and isolated islands) compared to high-connectivity sites (mainland). There was a strong phylogenetic signal in how the fungal species responded to connectivity, indicating that some taxonomic groups are more dispersal limited than others, although such responses were not structured by their trophic guilds. Furthermore, wind speed influenced how species with different spore sizes responded to connectivity: in low-connectivity sites, species with large sexual spores were detected especially when wind was high, whereas, in high-connectivity sites, they were detected especially when wind was low. This study demonstrates that air fungal dispersal might be more predictable than previously considered and contributes to the mechanistic understanding of fungal air dispersal.
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Affiliation(s)
- D Naranjo-Orrico
- Department of Biological and Environmental Science, University of Jyväskylä, Jyväskylä, Finland
| | - O Ovaskainen
- Department of Biological and Environmental Science, University of Jyväskylä, Jyväskylä, Finland
- Organismal and Evolutionary Biology Research Programme, Faculty of Biological and Environmental Sciences, University of Helsinki, Helsinki, Finland
| | - B Furneaux
- Department of Biological and Environmental Science, University of Jyväskylä, Jyväskylä, Finland
| | - J Purhonen
- Department of Biological and Environmental Science, University of Jyväskylä, Jyväskylä, Finland
- School of Resource Wisdom, University of Jyväskylä, Jyväskylä, Finland
| | - P A Arancibia
- Department of Biological and Environmental Science, University of Jyväskylä, Jyväskylä, Finland
| | - S Burg
- Department of Biological and Environmental Science, University of Jyväskylä, Jyväskylä, Finland
| | - N Moser
- Department of Biological and Environmental Science, University of Jyväskylä, Jyväskylä, Finland
| | - J Niku
- Department of Biological and Environmental Science, University of Jyväskylä, Jyväskylä, Finland
| | - G Tikhonov
- Organismal and Evolutionary Biology Research Programme, Faculty of Biological and Environmental Sciences, University of Helsinki, Helsinki, Finland
| | - E Zakharov
- The Canadian Centre for DNA Barcoding, Centre for Biodiversity Genomics, University of Guelph, Guelph, Ontario, Canada
- Department of Integrative Biology, College of Biological Sciences, University of Guelph, Guelph, Ontario, Canada
| | - N Monkhouse
- The Canadian Centre for DNA Barcoding, Centre for Biodiversity Genomics, University of Guelph, Guelph, Ontario, Canada
| | - N Abrego
- Department of Biological and Environmental Science, University of Jyväskylä, Jyväskylä, Finland
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8
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Abrego N, Saine S, Penttilä R, Furneaux B, Hytönen T, Miettinen O, Monkhouse N, Mäkipää R, Pennanen J, Zakharov EV, Ovaskainen O. The role of stochasticity in fungal community assembly: explaining apparent stochasticity with field experiments. Proc Biol Sci 2025; 292:20242416. [PMID: 39904390 DOI: 10.1098/rspb.2024.2416] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2024] [Revised: 12/19/2024] [Accepted: 01/07/2025] [Indexed: 02/06/2025] Open
Abstract
Stochasticity is a main process in community assembly. However, experimental studies rarely target stochasticity in natural communities, and hence experimental validation of stochasticity estimates in observational studies is lacking. Here, we combine experimental and observational data to unravel the role of stochasticity in the assembly of wood-inhabiting fungi. We carried out a replicated field experiment where the natural colonization of a focal fungal species was simulated through inoculation, and the local fungal communities were monitored through DNA metabarcoding before and after the inoculations. The amount of stochasticity in fungal colonization was less pronounced than expected from the amount of unpredictability in observational data, suggesting that stochasticity may play a smaller role in fungal occurrence than previously anticipated, or that it may be a stronger influence in the dispersal and establishment phases than in colonization per se. Stochasticity was more prominent in the initial phase of community succession, with the earliest successional stage involving a higher level of stochasticity than the later stage after 2 years. We conclude that experimentally measuring the role of stochasticity in community assembly is feasible for species-rich communities under natural conditions and highlight the importance of experimentally testing the accuracy of stochasticity estimates based on observational data.
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Affiliation(s)
- Nerea Abrego
- Department of Biological and Environmental Science, University of Jyväskylä, PO Box 35, Jyväskylä FI-40014, Finland
- Department of Agricultural Sciences, University of Helsinki, PO Box 27, Helsinki FI-00014, Finland
| | - Sonja Saine
- Department of Agricultural Sciences, University of Helsinki, PO Box 27, Helsinki FI-00014, Finland
| | - Reijo Penttilä
- Natural Resources Institute Finland (LUKE), Helsinki 00790, Finland
| | - Brendan Furneaux
- Department of Biological and Environmental Science, University of Jyväskylä, PO Box 35, Jyväskylä FI-40014, Finland
| | - Tuija Hytönen
- Natural Resources Institute Finland (LUKE), Helsinki 00790, Finland
| | - Otto Miettinen
- Finnish Museum of Natural History, University of Helsinki, PO Box 7, Helsinki FI-00014, Finland
| | - Norman Monkhouse
- The Canadian Centre for DNA Barcoding, Centre for Biodiversity Genomics, University of Guelph, Guelph, Ontario, Canada, N1G 2W1
| | - Raisa Mäkipää
- Natural Resources Institute Finland (LUKE), Helsinki 00790, Finland
| | - Jorma Pennanen
- Natural Resources Institute Finland (LUKE), Helsinki 00790, Finland
| | - Evgeny V Zakharov
- The Canadian Centre for DNA Barcoding, Centre for Biodiversity Genomics, University of Guelph, Guelph, Ontario, Canada, N1G 2W1
- Department of Integrative Biology, College of Biological Sciences, University of Guelph, Guelph, Ontario, Canada, N1G 2W1
| | - Otso Ovaskainen
- Department of Biological and Environmental Science, University of Jyväskylä, PO Box 35, Jyväskylä FI-40014, Finland
- Organismal and Evolutionary Biology Research Programme, Faculty of Biological and Environmental Sciences, University of Helsinki, PO Box 65, Helsinki FI-00014, Finland
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9
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Berdeja MP, Reynolds NK, Pawlowska T, Heuvel JEV. Commercial bioinoculants improve colonization but do not alter the arbuscular mycorrhizal fungal community of greenhouse-grown grapevine roots. ENVIRONMENTAL MICROBIOME 2025; 20:15. [PMID: 39891198 PMCID: PMC11783862 DOI: 10.1186/s40793-025-00676-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/20/2024] [Accepted: 01/21/2025] [Indexed: 02/03/2025]
Abstract
BACKGROUND Arbuscular mycorrhizal fungi (AMF) are beneficial root symbionts contributing to improved plant growth and development and resistance to abiotic and biotic stresses. Commercial bioinoculants containing AMF are widely considered as an alternative to agrochemicals in vineyards. However, their effects on grapevine plants grown in soil containing native communities of AMF are still poorly understood. In a greenhouse experiment, we evaluated the influence of five different bioinoculants on the composition of native AMF communities of young Cabernet Sauvignon vines grown in a non-sterile soil. Root colonization, leaf nitrogen concentration, plant biomass and root morphology were assessed, and AMF communities of inoculated and non-inoculated grapevine roots were profiled using high-throughput sequencing. RESULTS Contrary to our predictions, no differences in the microbiome of plants exposed to native AMF communities versus commercial AMF bioinoculants + native AMF communities were detected in roots. However, inoculation induced positive changes in root traits as well as increased AMF colonization, plant biomass, and leaf nitrogen. Most of these desirable functional traits were positively correlated with the relative abundance of operational taxonomic units identified as Glomus, Rhizophagus and Claroideoglomus genera. CONCLUSION These results suggest synergistic interactions between commercial AMF bioinoculants and native AMF communities of roots to promote grapevine growth. Long-term studies with further genomics, metabolomics and physiological research are needed to provide a deeper understanding of the symbiotic interaction among grapevine roots, bioinoculants and natural AMF communities and their role to promote plant adaptation to current environmental concerns.
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Affiliation(s)
- Mariam P Berdeja
- Horticulture Section, School of Integrative Plant Science, Cornell University, Ithaca, NY, USA.
- Department of Plant and Soil Science, Texas Tech University, Lubbock, TX, USA.
| | - Nicole K Reynolds
- Plant Pathology and Plant Microbe-Biology Section, School of Integrative Plant Science, Cornell University, Ithaca, NY, USA
- Biological Sciences Department, California State Polytechnic University, Pomona, CA, USA
| | - Teresa Pawlowska
- Plant Pathology and Plant Microbe-Biology Section, School of Integrative Plant Science, Cornell University, Ithaca, NY, USA
| | - Justine E Vanden Heuvel
- Horticulture Section, School of Integrative Plant Science, Cornell University, Ithaca, NY, USA
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10
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Kyle KE, Klassen JL. Untrimmed ITS2 metabarcode sequences cause artificially reduced abundances of specific fungal taxa. Appl Environ Microbiol 2025; 91:e0153724. [PMID: 39723817 PMCID: PMC11784184 DOI: 10.1128/aem.01537-24] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2024] [Accepted: 12/04/2024] [Indexed: 12/28/2024] Open
Abstract
Advances in DNA metabarcoding have greatly expanded our knowledge of microbial communities in recent years. Pipelines and parameters have been tested extensively for bacterial metabarcoding using the 16S rRNA gene and best practices are largely established. For fungal metabarcoding using the internal transcribed spacer (ITS) gene, however, only a few studies have considered how such pipelines and parameters can affect community prediction. Here, we report a novel bias uncovered during ITS region 2 (ITS2) sequencing of Trichoderma-infected ant fungus gardens and confirmed this bias using mock communities. Abnormally low forward read quality caused Trichoderma ITS2 reads to be computationally filtered before and during read pair merging, thus almost entirely eliminating Trichoderma amplicon sequence variants from the resulting fungal community profiles. Sliding window quality trimming before filtering allowed most of these reads to pass filtering and merge successfully, producing community profiles that now correlated with visual signs of Trichoderma infection and matched the composition of the mock communities. Applying such sliding window trimming to a previously generated environmental ITS2 data set increased the detected fungal diversity and again overcame read quality biases against Trichoderma to detect it in nearly every sample instead and often at high relative abundances. This analysis additionally identified a similar, but distinct, bias against a second fungal genus Meyerozyma. The prevalence of such quality biases against other fungal ITS sequences is unknown but may be widespread. We, therefore, advocate for the routine use of sliding window quality trimming as a best practice in ITS2 metabarcoding analysis. IMPORTANCE Metabarcode sequencing produces DNA abundance profiles that are presumed to reflect the actual microbial composition of their corresponding input samples. However, this assumption is not always tested, and taxon-specific biases are often not apparent, especially for low-abundance taxa in complex communities. Here, we identified internal transcribed spacer region 2 (ITS2) read quality aberrations that caused dramatic reductions in the relative abundances of specific taxa in multiple data sets characterizing ant fungus gardens. Such taxon-specific biases in read quality may be widespread in other environments and for other fungal taxa, thereby causing incorrect descriptions of these mycobiomes.
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Affiliation(s)
- Kathleen E. Kyle
- Department of Molecular and Cell Biology, University of Connecticut, Storrs, Connecticut, USA
| | - Jonathan L. Klassen
- Department of Molecular and Cell Biology, University of Connecticut, Storrs, Connecticut, USA
- Institute for Systems Genomics, University of Connecticut, Storrs, Connecticut, USA
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11
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Berrios L, Peay KG. Field Reduction of Ectomycorrhizal Fungi Has Cascading Effects on Soil Microbial Communities and Reduces the Abundance of Ectomycorrhizal Symbiotic Bacteria. Mol Ecol 2025; 34:e17585. [PMID: 39524010 DOI: 10.1111/mec.17585] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2024] [Revised: 10/18/2024] [Accepted: 10/28/2024] [Indexed: 11/16/2024]
Abstract
Specific interactions between bacteria and ectomycorrhizal fungi (EcMF) can benefit plant health, and saprotrophic soil fungi represent a potentially antagonistic guild to these mutualisms. Yet there is little field-derived experimental evidence showing how the relationship among these three organismal groups manifests across time. To bridge this knowledge gap, we experimentally reduced EcMF in forest soils and monitored both bacterial and fungal soil communities over the course of a year. Our analyses demonstrate that soil trenching shifts the community composition of fungal communities towards a greater abundance of taxa with saprotrophic traits, and this shift is linked to a decrease in both EcMF and a common ectomycorrhizal helper bacterial genus, Burkholderia, in a time-dependent manner. These results not only reveal the temporal nature of a widespread tripartite symbiosis between bacteria, EcMF and a shared host tree, but they also refine our understanding of the commonly referenced 'Gadgil effect' by illustrating the cascading effects of EcMF suppression and implicating soil saprotrophic fungi as potential antagonists on bacterial-EcMF interactions.
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Affiliation(s)
- Louis Berrios
- Department of Biology, Stanford University, Stanford, California, USA
| | - Kabir G Peay
- Department of Biology, Stanford University, Stanford, California, USA
- Department of Earth System Science, Stanford University, Stanford, California, USA
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12
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Wei G. Insights into gut fungi in pigs: A comprehensive review. J Anim Physiol Anim Nutr (Berl) 2025; 109:96-112. [PMID: 39154229 DOI: 10.1111/jpn.14036] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2023] [Revised: 06/17/2024] [Accepted: 08/04/2024] [Indexed: 08/19/2024]
Abstract
Fungi in the gut microbiota of mammals play a crucial role in host physiological regulation, including intestinal homeostasis and host immune regulation. However, our understanding of gut fungi in mammals remains limited, especially in economically valuable animals, such as pigs. Therefore, this review first describes the classification and characterisation of fungi, provides insights into the methods used to study gut fungi, and summarises the recent progress on pig gut fungi. Additionally, it discusses the challenges in the study of pig gut fungi and highlights potential perspectives. The aim of this review is to serve as a valuable reference for advancing our knowledge of gut fungi in animals.
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Affiliation(s)
- Guanyue Wei
- National Key Laboratory of Pig Genetic Improvement and Germplasm Innovation, Jiangxi Agricultural University, Nanchang, China
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13
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Bernetti A, Barili S, Sannino C, Mugnai G, Borruso L, Pinchuk I, Pezzolla D, Turchetti B, Gigliotti G, Buzzini P. Selective response of soil bacterial and fungal taxa to biodegradable polymers. ENVIRONMENTAL RESEARCH 2025; 264:120344. [PMID: 39537004 DOI: 10.1016/j.envres.2024.120344] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/11/2024] [Revised: 11/08/2024] [Accepted: 11/08/2024] [Indexed: 11/16/2024]
Abstract
Biodegradable mulching films offer an eco-friendly alternative to petroleum-based plastics in agriculture, but their effects on soil parameters are not well understood. A microcosm experiment (20 °C, 75% field capacity) investigated the impact of two doses (0.021% and 1% w/w) of a biodegradable polymer on soil chemical and microbiological properties over a year. The 1% dose significantly (p < 0.05) increased CO2 emissions, water-extractable organic C, and hydrolytic activity. A significant (p < 0.05) effect on microbial alpha- and beta-diversity was noted only during short- and medium-term incubations. In contrast, a taxon-related response was found for both bacterial and fungal taxa affecting the abundance of the genera Aquicella, Cellvibrio, Bacillus, Ramlibacter, and Saccharibacteria genera incertae sedis among bacteria, and Malassezia, Orbilia, and Rhodotorula among fungi (including both yeast and filamentous lifestyles). Microbial functions revealed a greater impact on fungal communities compared to bacterial ones. However, after one year of exposition, only a marginal effect on the abundance of both bacterial and fungal functional groups was found in the microcosms. A significantly higher concentration of tightly bound exopolysaccharides in the presence of 1% biodegradable polymer at the start of the experiment suggested their key role in microbial degradation of bioplastics via biofilm formation.
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Affiliation(s)
- Alessandro Bernetti
- Department of Agricultural, Food and Environmental Sciences, University of Perugia, Italy
| | - Sofia Barili
- Department of Civil and Environmental Engineering, University of Perugia, Italy
| | - Ciro Sannino
- Department of Agricultural, Food and Environmental Sciences, University of Perugia, Italy.
| | - Gianmarco Mugnai
- Department of Agricultural, Food and Environmental Sciences, University of Perugia, Italy
| | - Luigimaria Borruso
- Faculty of Agricultural, Environmental and Food Sciences, Free University of Bozen-Bolzano, Bolzano, Italy
| | - Irina Pinchuk
- Department of Agricultural, Food and Environmental Sciences, University of Perugia, Italy; Laboratory of Soil Carbon and Microbial Ecology, Dokuchaev Soil Science Institute, Moscow, Russia
| | - Daniela Pezzolla
- Department of Civil and Environmental Engineering, University of Perugia, Italy
| | - Benedetta Turchetti
- Department of Agricultural, Food and Environmental Sciences, University of Perugia, Italy
| | - Giovanni Gigliotti
- Department of Civil and Environmental Engineering, University of Perugia, Italy
| | - Pietro Buzzini
- Department of Agricultural, Food and Environmental Sciences, University of Perugia, Italy
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14
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Kilian IC, Kirse A, Peters RS, Bourlat SJ, Fonseca VG, Wägele WJ, Hamm A, Mengual X. Maximizing Identification Precision of Hymenoptera and Brachycera (Diptera) With a Non-Destructive DNA Metabarcoding Approach. Ecol Evol 2025; 15:e70770. [PMID: 39850753 PMCID: PMC11756930 DOI: 10.1002/ece3.70770] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2024] [Revised: 10/27/2024] [Accepted: 12/11/2024] [Indexed: 01/25/2025] Open
Abstract
In recent years, DNA metabarcoding has been used for a more efficient assessment of bulk samples. However, there remains a paucity of studies examining potential disparities in species identification methodologies. Here, we explore the outcomes of diverse clustering and filtering techniques on data from a non-destructive metabarcoding approach, compared to species-level morphological identification of Brachycera (Diptera) and Hymenoptera of two bulk samples collected with Malaise traps. The study evaluated four distinct approaches, namely clustering to Amplicon Sequence Variants (ASVs) or ASVs clustered to Operational Taxonomic Units (OTUs) coupled with subsequent filtering using the LULU algorithm at 84% and 96% minimum match. In total, 114 species of Brachycera (35 families) and 85 species of Hymenoptera (27 families) were identified morphologically. Depending on the selected approach, DNA metabarcoding results strongly varied in terms of detected molecular units blasted to brachyceran and hymenopteran species. For Brachycera, ASVs clustered into OTUs followed by LULU using a 96% minimum match (OTU96) inferred the number of molecular units closest to the number of morphologically identified species. Using Syrphidae as an exemplary family, we found an overlap ranging from 9% to 81% between the morphological identification and the different clustering and filtering approaches, OTU96 being also here the closest one. For Hymenoptera, while OTU96 also yielded the highest number of molecular units, it was still considerably low compared to the number of morphologically identified species. Our results show that metabarcoding methodology needs to be significantly improved to be applied to Hymenoptera. Conversely, for Brachycera, we acknowledge the promise of employing a non-destructive metabarcoding approach, incorporating ASV clustering into OTUs and filtering with LULU, to derive dependable species lists. Such lists hold significant potential for applications in biomonitoring, conservation efforts, and other related fields.
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Affiliation(s)
- Isabel C. Kilian
- Museum Koenig BonnLeibniz Institute for the Analysis of Biodiversity ChangeBonnGermany
- Agroecology and Organic Farming Group, Institute of Crop Science and Resource Conservation (INRES), Faculty of AgricultureUniversity of BonnBonnGermany
| | - Ameli Kirse
- Museum Koenig BonnLeibniz Institute for the Analysis of Biodiversity ChangeBonnGermany
| | - Ralph S. Peters
- Museum Koenig BonnLeibniz Institute for the Analysis of Biodiversity ChangeBonnGermany
| | - Sarah J. Bourlat
- Museum Koenig BonnLeibniz Institute for the Analysis of Biodiversity ChangeBonnGermany
| | - Vera G. Fonseca
- Centre for Environment, Fisheries and Aquaculture Science (Cefas)WeymouthDorsetUK
| | - Wolfgang J. Wägele
- Museum Koenig BonnLeibniz Institute for the Analysis of Biodiversity ChangeBonnGermany
| | - Andrée Hamm
- Agroecology and Organic Farming Group, Institute of Crop Science and Resource Conservation (INRES), Faculty of AgricultureUniversity of BonnBonnGermany
| | - Ximo Mengual
- Museum Koenig BonnLeibniz Institute for the Analysis of Biodiversity ChangeBonnGermany
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15
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Spence MA, Skelton J. Dammed coastal waterways are less diverse, more homogenous, and dominated by non-native species: Comprehensive insights from quantitative analysis of environmental DNA. THE SCIENCE OF THE TOTAL ENVIRONMENT 2024; 954:176541. [PMID: 39343401 DOI: 10.1016/j.scitotenv.2024.176541] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/18/2024] [Revised: 08/27/2024] [Accepted: 09/24/2024] [Indexed: 10/01/2024]
Abstract
Small dams are commonplace worldwide and impact local and regional aquatic diversity by altering habitats and disrupting dispersal networks. Quantifying the local and regional impacts of dams requires nearly comprehensive species occurrence data. We used environmental DNA (eDNA) metabarcoding to test theoretical predictions about the impacts of dams on local and regional bony fish diversity within the Chesapeake Bay Watershed, USA. We analyzed eDNA from 465 sampling points within 34 waterbodies documenting the distributions of 61 species. On average, dammed waterbodies had approximately half (48 %) as many species per site as undammed (lower alpha diversity) and more homogenous species composition (lower beta diversity). Native migratory species were less than one tenth (0.08) as likely to be detected at dammed sites than undammed sites, native resident (non-migratory) species were one third (0.34) as likely, whereas introduced species were 2.6 times more likely to be detected. Our sampling and bioinformatics methods were validated by a diverse mock community control. Our results suggest that dams in coastal waterways homogenize fish metacommunities, reduce local biodiversity through dispersal limitation and habitat alteration, and favor the dominance of lentic-adapted introduced species while potentially restricting the spread of introduced catfish. Decisions to construct or decommission dams should consider local and regional impacts on biodiversity.
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Affiliation(s)
- Melinda A Spence
- Department of Biology, William & Mary, Williamsburg, VA 23187, USA
| | - James Skelton
- Department of Biology, William & Mary, Williamsburg, VA 23187, USA.
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16
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Caiafa MV, Grazziotti PH, Karlsen-Ayala E, Jusino MA, Healy R, Reynolds NK, Whitten WM, Smith ME. Ectomycorrhizal fungal communities associated with Crocanthemum and Lechea (Cistaceae) in subtropical Florida sandhill habitats. MYCORRHIZA 2024; 34:391-401. [PMID: 39460782 DOI: 10.1007/s00572-024-01172-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/29/2024] [Accepted: 10/09/2024] [Indexed: 10/28/2024]
Abstract
Cistaceae are shrubs, subshrubs and herbs that often occur in stressful, fire-prone or disturbed environments and form ectomycorrhizal (ECM) associations with symbiotic fungi. Although some Cistaceae are long-lived shrubs that grow to significant size, others are herbaceous annuals or short-lived plants. Thus, Cistaceae are atypical ECM hosts that are fundamentally different in their biology from trees that are the more typically studied ECM hosts. The Mediterranean region is the center of diversity for Cistaceae and the ectomycorrhizal fungi associated with Cistaceae hosts have primarily been studied in Europe, North Africa, and the Middle East. Mediterranean Cistaceae often host diverse communities of ECM fungi, but they also act as hosts for some ECM fungi that putatively show host-specificity or strong host preference for Cistaceae (including species of Delastria, Hebeloma, Terfezia, and Tirmania). The ECM associations of Cistaceae in North America, however, remain highly understudied. Here we use fungal DNA metabarcoding to document the ectomycorrhizal fungal communities associated with Crocanthemum and Lechea (Cistaceae) in open, fire-prone sandhill habitats in north Florida. At each site we also sampled nearby Pinus to determine whether small, herbaceous Cistaceae have specialized ECM fungi or whether they share their ECM fungal community with nearby pines. The ECM communities of Florida Cistaceae are dominated by Cenococcum (Ascomycota) and Russula (Basidiomycota) species but were also significantly associated with Delastria, an understudied genus of mostly truffle-like Pezizales (Ascomycota). Although many Cistaceae ECM fungi were shared with neighboring pines, the ECM communities with Cistaceae were nonetheless significantly different than those of pines.
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Affiliation(s)
- Marcos V Caiafa
- Department of Plant Pathology, University of Florida, Gainesville, FL, USA.
| | - Paulo H Grazziotti
- Department of Forest Engineering, Universidade Federal Dos Vales Do Jequitinhonha E Mucuri, Diamantina, MG, Brazil
| | | | - Michelle A Jusino
- Center for Forest Mycology Research, USDA Forest Service, Northern Research Station, Madison, WI, USA
| | - Rosanne Healy
- Department of Plant Pathology, University of Florida, Gainesville, FL, USA
| | - Nicole K Reynolds
- Biological Sciences Department, California State Polytechnic University Pomona, Pomona, CA, USA
| | - W Mark Whitten
- Florida Museum of Natural History, University of Florida, Gainesville, FL, USA
| | - Matthew E Smith
- Department of Plant Pathology, University of Florida, Gainesville, FL, USA
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17
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Nieves DJ, Reich PB, Stefanski A, Bermudez R, Beidler KV, Kennedy PG. Ectomycorrhizal fungal community response to warming and rainfall reduction differs between co-occurring temperate-boreal ecotonal Pinus saplings. MYCORRHIZA 2024; 34:403-416. [PMID: 39382647 DOI: 10.1007/s00572-024-01169-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/12/2024] [Accepted: 09/25/2024] [Indexed: 10/10/2024]
Abstract
Understanding the responses of ectomycorrhizal (ECM) fungi and their tree hosts to warming and reduced soil water availability under realistic future climate scenarios is essential, yet few studies have investigated how combined global change stressors impact ECM fungal community richness and composition as well as host performance. In this study, we leveraged a long-term factorial warming (ambient, + 1.7 ºC, + 3.2 ºC) and rainfall reduction (ambient, 30% reduced rainfall) experiment in northern Minnesota, USA to investigate the responses of two congeneric hosts with varying drought tolerances and their associated ECM fungal communities to a gradient of soil moisture induced by a combination of warming and rainfall reduction. Soil drying had host-specific effects; the less drought tolerant Pinus strobus had decreased stem growth and lower ECM fungal community richness (fewer ECM fungal Operational Taxonomic Units, OTUs), while the more drought tolerant Pinus banksiana experienced no decline in stem growth but had an altered ECM fungal community composition under drier, warmer soils. Taken together, the results of this study suggest that the combined effects of warming and decreased precipitation will largely be additive in terms of their impact on host performance and ECM fungal community richness, but that drier and warmer soil conditions may also differentially impact specific ECM fungal genera independently of host performance.
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Affiliation(s)
- Dyonishia J Nieves
- Department of Ecology, Evolution and Behavior, University of Minnesota, St. Paul, MN, USA
| | - Peter B Reich
- Department of Forest Resources, University of Minnesota, St. Paul, MN, USA
- Institute for Global Change Biology, School for Environment and Sustainability, University of Michigan, Ann Arbor, MI, USA
| | - Artur Stefanski
- Department of Forest Resources, University of Minnesota, St. Paul, MN, USA
| | - Raimundo Bermudez
- Department of Forest Resources, University of Minnesota, St. Paul, MN, USA
| | - Katilyn V Beidler
- Department of Plant & Microbial Biology, University of Minnesota, 1479 Gortner Ave, St. Paul, MN, 55108, USA
| | - Peter G Kennedy
- Department of Plant & Microbial Biology, University of Minnesota, 1479 Gortner Ave, St. Paul, MN, 55108, USA.
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18
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Dindhoria K, Manyapu V, Ali A, Kumar R. Unveiling the role of emerging metagenomics for the examination of hypersaline environments. Biotechnol Genet Eng Rev 2024; 40:2090-2128. [PMID: 37017219 DOI: 10.1080/02648725.2023.2197717] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2022] [Accepted: 03/28/2023] [Indexed: 04/06/2023]
Abstract
Hypersaline ecosystems are distributed all over the globe. They are subjected to poly-extreme stresses and are inhabited by halophilic microorganisms possessing multiple adaptations. The halophiles have many biotechnological applications such as nutrient supplements, antioxidant synthesis, salt tolerant enzyme production, osmolyte synthesis, biofuel production, electricity generation etc. However, halophiles are still underexplored in terms of complex ecological interactions and functions as compared to other niches. The advent of metagenomics and the recent advancement of next-generation sequencing tools have made it feasible to investigate the microflora of an ecosystem, its interactions and functions. Both target gene and shotgun metagenomic approaches are commonly employed for the taxonomic, phylogenetic, and functional analyses of the hypersaline microbial communities. This review discusses different types of hypersaline niches, their residential microflora, and an overview of the metagenomic approaches used to investigate them. Various applications, hurdles and the recent advancements in metagenomic approaches have also been focused on here for their better understanding and utilization in the study of hypersaline microbiome.
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Affiliation(s)
- Kiran Dindhoria
- Biotechnology Division, CSIR-Institute of Himalayan Bioresource Technology Palampur, Palampur, Himachal Pradesh, India
- Academy of Scientific and Innovative Research (AcSIR), Ghaziabad, India
| | - Vivek Manyapu
- Biotechnology Division, CSIR-Institute of Himalayan Bioresource Technology Palampur, Palampur, Himachal Pradesh, India
| | - Ashif Ali
- Biotechnology Division, CSIR-Institute of Himalayan Bioresource Technology Palampur, Palampur, Himachal Pradesh, India
| | - Rakshak Kumar
- Biotechnology Division, CSIR-Institute of Himalayan Bioresource Technology Palampur, Palampur, Himachal Pradesh, India
- Academy of Scientific and Innovative Research (AcSIR), Ghaziabad, India
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19
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Dierickx G, Tondeleir L, Asselman P, Vandekerkhove K, Verbeken A. What Quality Suffices for Nanopore Metabarcoding? Reconsidering Methodology and Ectomycorrhizae in Decaying Fagus sylvatica Bark as Case Study. J Fungi (Basel) 2024; 10:708. [PMID: 39452660 PMCID: PMC11508852 DOI: 10.3390/jof10100708] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2024] [Revised: 10/07/2024] [Accepted: 10/08/2024] [Indexed: 10/26/2024] Open
Abstract
Nanopore raw read accuracy has improved to over 99%, making it a potential tool for metabarcoding. For broad adoption, guidelines on quality filtering are needed to ensure reliable taxonomic unit recovery. This study aims to provide those guidelines for a fungal metabarcoding context and to apply them to a case study of ectomycorrhizae in the decaying bark of Fagus sylvatica. We introduce the eNano pipeline to test two standard metabarcoding approaches: (1) Reference-based mapping leveraging UNITE's species hypothesis system (SH approach); (2) Constructing 98% OTUs (OTU approach). Our results demonstrate that both approaches are effective with Nanopore data. When using a reference database, we recommend strict mapping criteria rather than Phred-based filtering. Leveraging the SH-system further enhances reproducibility and facilitates cross-study communication. For the 98% OTUs, filtering reads at ≥Q25 is recommended. Our case study reveals that the decay gradient is a primary determinant of community composition and that specific mycorrhizal fungi colonize decaying bark. Complementing our metabarcoding results with root tip morphotypification, we identify Laccaria amethystina and Tomentella sublilacina as key ectomycorrhizae of saplings on decaying logs. These findings demonstrate that Nanopore sequencing can provide valuable ecological insights and support its broader use in fungal metabarcoding as read quality continues to improve.
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Affiliation(s)
- Glen Dierickx
- Research Group Mycology, Ghent University, 9000 Gent, Belgium
- Research Institute for Nature and Forest, 9500 Geraardsbergen, Belgium
| | - Lowie Tondeleir
- Research Group Mycology, Ghent University, 9000 Gent, Belgium
| | - Pieter Asselman
- Research Group Mycology, Ghent University, 9000 Gent, Belgium
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20
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Piersanti S, Rebora M, Turchetti B, Salerno G, Ruscetta M, Zucconi L, D'Alò F, Buzzini P, Sannino C. Microplastics in the diet of Hermetia illucens: Implications for development and midgut bacterial and fungal microbiota. WASTE MANAGEMENT (NEW YORK, N.Y.) 2024; 186:259-270. [PMID: 38943817 DOI: 10.1016/j.wasman.2024.06.021] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/12/2023] [Revised: 06/18/2024] [Accepted: 06/21/2024] [Indexed: 07/01/2024]
Abstract
In a world with a population exceeding 8 billion people and continuing to grow, pollution from food and plastic waste is causing long-term issues in ecosystems. Potential solutions may be found by exploiting insect-based bioconversion. In this context, we investigated the impact of polyvinyl chloride microparticles (PVC-MPs) on the development of Hermetia illucens (black soldier fly; BSF) and its midgut bacterial and fungal microbiota. The impact of PVC-MPs was evaluated feeding BSF larvae with a PVC-MPs-supplemented diet. The larvae exposed to different PVC-MPs concentrations (2.5%, 5%, 10% and 20% w/w) developed into adults with no significant increase in pupal mortality. Faster development and smaller pupae were observed when 20% PVC-MPs was provided. The BSF larvae ingest PVC-MPs, resulting in a reduction in MPs size. Larvae exposed to PVC-MPs did not exhibit differences in gut morphology. Regarding the impact of PVC-MPs on the structure of both bacterial and fungal communities, the overall alpha- and beta-diversity did not exhibit significant changes. However, the presence of PVC-MPs significantly affected the relative abundances of Enterobacteriaceae and Paenibacillaceae among the bacteria and of Dipodascaceae and Plectospharellaceae among the fungi (including yeast and filamentous life forms), suggesting that PVC-MP contamination has a taxa-dependent impact. These results indicate that BSF larvae can tolerate PVC-MPs in their diet, supporting the potential use of these insects in organic waste management, even in the presence of high levels of PVC-MP contamination.
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Affiliation(s)
- Silvana Piersanti
- Department of Chemistry, Biology and Biotechnology, University of Perugia, Perugia, Italy.
| | - Manuela Rebora
- Department of Chemistry, Biology and Biotechnology, University of Perugia, Perugia, Italy.
| | - Benedetta Turchetti
- Department of Agricultural, Food and Environmental Sciences, University of Perugia, Perugia, Italy.
| | - Gianandrea Salerno
- Department of Agricultural, Food and Environmental Sciences, University of Perugia, Perugia, Italy.
| | - Mario Ruscetta
- Department of Chemistry, Biology and Biotechnology, University of Perugia, Perugia, Italy
| | - Laura Zucconi
- Department of Ecological and Biological Sciences, University of Tuscia, Viterbo, Italy.
| | - Federica D'Alò
- Research Institute on Terrestrial Ecosystems, National Research Council, Porano (TR), Italy.
| | - Pietro Buzzini
- Department of Agricultural, Food and Environmental Sciences, University of Perugia, Perugia, Italy.
| | - Ciro Sannino
- Department of Agricultural, Food and Environmental Sciences, University of Perugia, Perugia, Italy.
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21
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Hakimzadeh A, Asbun AA, Albanese D, Bernard M, Buchner D, Callahan B, Caporaso JG, Curd E, Djemiel C, Durling MB, Elbrecht V, Gold Z, Gweon HS, Hajibabaei M, Hildebrand F, Mikryukov V, Normandeau E, Özkurt E, Palmer JM, Pascal G, Porter TM, Straub D, Vasar M, Větrovský T, Zafeiropoulos H, Anslan S. A pile of pipelines: An overview of the bioinformatics software for metabarcoding data analyses. Mol Ecol Resour 2024; 24:e13847. [PMID: 37548515 PMCID: PMC10847385 DOI: 10.1111/1755-0998.13847] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2023] [Revised: 06/05/2023] [Accepted: 07/06/2023] [Indexed: 08/08/2023]
Abstract
Environmental DNA (eDNA) metabarcoding has gained growing attention as a strategy for monitoring biodiversity in ecology. However, taxa identifications produced through metabarcoding require sophisticated processing of high-throughput sequencing data from taxonomically informative DNA barcodes. Various sets of universal and taxon-specific primers have been developed, extending the usability of metabarcoding across archaea, bacteria and eukaryotes. Accordingly, a multitude of metabarcoding data analysis tools and pipelines have also been developed. Often, several developed workflows are designed to process the same amplicon sequencing data, making it somewhat puzzling to choose one among the plethora of existing pipelines. However, each pipeline has its own specific philosophy, strengths and limitations, which should be considered depending on the aims of any specific study, as well as the bioinformatics expertise of the user. In this review, we outline the input data requirements, supported operating systems and particular attributes of thirty-two amplicon processing pipelines with the goal of helping users to select a pipeline for their metabarcoding projects.
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Affiliation(s)
- Ali Hakimzadeh
- Institute of Ecology and Earth Sciences, University of Tartu, Estonia
| | - Alejandro Abdala Asbun
- Department of Marine Microbiology and Biogeochemistry, NIOZ Royal Netherlands Institute for Sea Research, Texel, Netherlands
| | - Davide Albanese
- Unit of Computational Biology, Research and Innovation Centre, Fondazione Edmund Mach, Italy
| | - Maria Bernard
- Université Paris-Saclay, INRAE, AgroParisTech, GABI, 78350, Jouy-en-Josas, France
- INRAE, SIGENAE, 78350, Jouy-en-Josas, France
| | - Dominik Buchner
- Aquatic Ecosystem Research, University of Duisburg-Essen, Universitätsstraße 5, 45141 Essen, Germany
| | - Benjamin Callahan
- Department of Population Health and Pathobiology, College of Veterinary Medicine and Bioinformatics Research Center, North Carolina State University, Raleigh, North Carolina, USA
| | - J. Gregory Caporaso
- Center for Applied Microbiome Science, Pathogen and Microbiome Institute, Northern Arizona University, Flagstaff, AZ, USA
| | - Emily Curd
- Vermont Biomedical Research Network, University of Vermont, Burlington, VT, USA
| | - Christophe Djemiel
- Agroécologie, INRAE, Institut Agro, Univ. Bourgogne Franche-Comté, F-21000 Dijon, France
| | - Mikael B. Durling
- Department of Forest Mycology and Plant Pathology, Swedish University of Agricultural Sciences, Box 7026, 75007 Uppsala, Sweden
| | - Vasco Elbrecht
- Aquatic Ecosystem Research, University of Duisburg-Essen, Universitaetsstrasse 5, 45141, Essen, Germany
| | - Zachary Gold
- Scripps Institution of Oceanography, University of California San Diego, La Jolla, CA, USA
| | - Hyun S. Gweon
- UK Centre for Ecology & Hydrology, Wallingford, Oxfordshire, OX10 8BB, UK
- School of Biological Sciences, University of Reading, Reading, RG6 6EX, UK
| | - Mehrdad Hajibabaei
- Department of Integrative Biology and Centre for Biodiversity Genomics, University of Guelph, Canada
| | - Falk Hildebrand
- Gut Microbes & Health, Quadram Institute Bioscience, Norwich Research Park, Norwich, Norfolk, NR4 7UQ, UK
- Earlham Institute, Norwich Research Park, Norwich, Norfolk, NR4 7UZ, UK
| | | | - Eric Normandeau
- Institut de Biologie Intégrative et des Systèmes, Université Laval, Québec, QC, Canada
| | - Ezgi Özkurt
- Gut Microbes & Health, Quadram Institute Bioscience, Norwich Research Park, Norwich, Norfolk, NR4 7UQ, UK
- Earlham Institute, Norwich Research Park, Norwich, Norfolk, NR4 7UZ, UK
| | - Jonathan M. Palmer
- Center for Forest Mycology Research, Northern Research Station, US Forest Service, Madison, WI USA (current address: Genencor Technology Center, IFF, Palo Alto, CA USA)
| | - Géraldine Pascal
- GenPhySE, Université de Toulouse, INRAE, ENVT, F-31326, Castanet Tolosan, France
| | - Teresita M. Porter
- Department of Integrative Biology and Centre for Biodiversity Genomics, University of Guelph, Canada
| | - Daniel Straub
- Quantitative Biology Center (QBiC), University of Tübingen, Tübingen D-72076, Germany
| | - Martti Vasar
- Institute of Ecology and Earth Sciences, University of Tartu, Estonia
| | - Tomáš Větrovský
- Laboratory of Environmental Microbiology, Institute of Microbiology of the Czech Academy of Sciences, Vídeňská 1083, 14220 Praha 4, Czech Republic
| | - Haris Zafeiropoulos
- KU Leuven, Department of Microbiology, Immunology and Transplantation, Rega Institute for Medical Research, Laboratory of Molecular Bacteriology, 3000 Leuven, Belgium
| | - Sten Anslan
- Institute of Ecology and Earth Sciences, University of Tartu, Estonia
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22
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Iwaszkiewicz-Eggebrecht E, Zizka V, Lynggaard C. Three steps towards comparability and standardization among molecular methods for characterizing insect communities. Philos Trans R Soc Lond B Biol Sci 2024; 379:20230118. [PMID: 38705189 PMCID: PMC11070264 DOI: 10.1098/rstb.2023.0118] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2023] [Accepted: 12/10/2023] [Indexed: 05/07/2024] Open
Abstract
Molecular methods are currently some of the best-suited technologies for implementation in insect monitoring. However, the field is developing rapidly and lacks agreement on methodology or community standards. To apply DNA-based methods in large-scale monitoring, and to gain insight across commensurate data, we need easy-to-implement standards that improve data comparability. Here, we provide three recommendations for how to improve and harmonize efforts in biodiversity assessment and monitoring via metabarcoding: (i) we should adopt the use of synthetic spike-ins, which will act as positive controls and internal standards; (ii) we should consider using several markers through a multiplex polymerase chain reaction (PCR) approach; and (iii) we should commit to the publication and transparency of all protocol-associated metadata in a standardized fashion. For (i), we provide a ready-to-use recipe for synthetic cytochrome c oxidase spike-ins, which enable between-sample comparisons. For (ii), we propose two gene regions for the implementation of multiplex PCR approaches, thereby achieving a more comprehensive community description. For (iii), we offer guidelines for transparent and unified reporting of field, wet-laboratory and dry-laboratory procedures, as a key to making comparisons between studies. Together, we feel that these three advances will result in joint quality and calibration standards rather than the current laboratory-specific proof of concepts. This article is part of the theme issue 'Towards a toolkit for global insect biodiversity monitoring'.
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Affiliation(s)
- Ela Iwaszkiewicz-Eggebrecht
- Bioinformatics and Genetics Department, Swedish Museum of Natural History, PO Box 50007, Stockholm, 104 05, Sweden
| | - Vera Zizka
- Leibniz Institute for the Analysis of Biodiversity Change, Museum Koenig Bonn, 53113, Germany
| | - Christina Lynggaard
- Section for Molecular Ecology & Evolution, Globe Institute, Faculty of Health and Medical Sciences, University of Copenhagen, 1353 Copenhagen, Denmark
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23
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Perea S, Meinecke CD, Larsen-Gray AL, Greene DU, Villari C, Gandhi KJK, Castleberry SB. Winter diet of bats in working forests of the southeastern U.S. Coastal Plain. Sci Rep 2024; 14:12778. [PMID: 38834684 PMCID: PMC11150266 DOI: 10.1038/s41598-024-63062-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2024] [Accepted: 05/24/2024] [Indexed: 06/06/2024] Open
Abstract
Working forests comprise a large proportion of forested landscapes in the southeastern United States and are important to the conservation of bats, which rely on forests for roosting and foraging. While relationships between bat ecology and forest management are well studied during summer, winter bat ecology remains understudied. Hence, we aimed to identify the diet composition of overwintering bats, compare the composition of prey consumed by bat species, and determine the potential role of forest bats as pest controllers in working forest landscapes of the southeastern U.S. Coastal Plain. During January to March 2021-2022, we captured 264 bats of eight species. We used DNA metabarcoding to obtain diet composition from 126 individuals of seven bat species identifying 22 orders and 174 families of arthropod prey. Although Coleoptera, Diptera, and Lepidoptera were the most consumed orders, we found that bats had a generalist diet but with significant differences among some species. We also documented the consumption of multiple insect pests (e.g., Rhyacionia frustrana) and disease vectors (e.g., Culex spp). Our results provide important information regarding the winter diet of bats in the southeastern U.S. Coastal Plain and their potential role in controlling economically relevant pest species and disease vectors.
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Affiliation(s)
- Santiago Perea
- Warnell School of Forestry and Natural Resources, University of Georgia, Athens, GA, USA.
| | - Colton D Meinecke
- Warnell School of Forestry and Natural Resources, University of Georgia, Athens, GA, USA
| | | | - Daniel U Greene
- Weyerhaeuser Company, Environmental Research South, Columbus, MS, USA
| | - Caterina Villari
- Warnell School of Forestry and Natural Resources, University of Georgia, Athens, GA, USA
| | - Kamal J K Gandhi
- Warnell School of Forestry and Natural Resources, University of Georgia, Athens, GA, USA
| | - Steven B Castleberry
- Warnell School of Forestry and Natural Resources, University of Georgia, Athens, GA, USA
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24
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Burg S, Ovaskainen O, Furneaux B, Ivanova N, Abrahamyan A, Niittynen P, Somervuo P, Abrego N. Experimental evidence that root-associated fungi improve plant growth at high altitude. Mol Ecol 2024; 33:e17376. [PMID: 38703052 DOI: 10.1111/mec.17376] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2023] [Revised: 04/15/2024] [Accepted: 04/17/2024] [Indexed: 05/06/2024]
Abstract
Unravelling how species communities change along environmental gradients requires a dual understanding: the direct responses of the species to their abiotic surroundings and the indirect variation of these responses through biotic interactions. Here, we focus on the interactive relationships between plants and their symbiotic root-associated fungi (RAF) along stressful abiotic gradients. We investigate whether variations in RAF community composition along altitudinal gradients influence plant growth at high altitudes, where both plants and fungi face harsher abiotic conditions. We established a translocation experiment between pairs of Bistorta vivipara populations across altitudinal gradients. To separate the impact of shifting fungal communities from the overall influence of changing abiotic conditions, we used a root barrier to prevent new colonization by RAF following translocation. To characterize the RAF communities, we applied DNA barcoding to the root samples. Through the utilization of joint species distribution modelling, we assessed the relationship between changes in plant functional traits resulting from experimental treatments and the corresponding changes in the RAF communities. Our findings indicate that RAF communities influence plant responses to stressful abiotic conditions. Plants translocated from low to high altitudes grew more when they were able to associate with the resident high-altitude RAF compared to those plants that were not allowed to associate with the resident RAF. We conclude that interactions with RAF impact how plants respond to stressful abiotic conditions. Our results provide experimental support that interactions with RAF improve plant stress tolerance to altitudinal stressors such as colder temperatures and less nutrient availability.
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Affiliation(s)
- Skylar Burg
- Department of Biological and Environmental Science, University of Jyväskylä, Jyväskylä, Finland
| | - Otso Ovaskainen
- Department of Biological and Environmental Science, University of Jyväskylä, Jyväskylä, Finland
- Organismal and Evolutionary Biology Research Programme, Faculty of Biological and Environmental Sciences, University of Helsinki, Helsinki, Finland
| | - Brendan Furneaux
- Department of Biological and Environmental Science, University of Jyväskylä, Jyväskylä, Finland
| | - Natalia Ivanova
- Canadian Centre for DNA Barcoding, Centre for Biodiversity Genomics, University of Guelph, Guelph, Ontario, Canada
- Nature Metrics North America Ltd., Guelph, Ontario, Canada
| | - Arusyak Abrahamyan
- Canadian Centre for DNA Barcoding, Centre for Biodiversity Genomics, University of Guelph, Guelph, Ontario, Canada
- ImmunoCeutica Inc., Guelph, Ontario, Canada
| | - Pekka Niittynen
- Department of Biological and Environmental Science, University of Jyväskylä, Jyväskylä, Finland
| | - Panu Somervuo
- Organismal and Evolutionary Biology Research Programme, Faculty of Biological and Environmental Sciences, University of Helsinki, Helsinki, Finland
| | - Nerea Abrego
- Department of Biological and Environmental Science, University of Jyväskylä, Jyväskylä, Finland
- Department of Agricultural Sciences, University of Helsinki, Helsinki, Finland
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25
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Shulman HB, Aronson EL, Dierick D, Pinto‐Tomás AA, Botthoff JK, Artavia‐León A, Allen MF. Leafcutter ants enhance microbial drought resilience in tropical forest soil. ENVIRONMENTAL MICROBIOLOGY REPORTS 2024; 16:e13251. [PMID: 38778789 PMCID: PMC11112399 DOI: 10.1111/1758-2229.13251] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/19/2023] [Accepted: 03/15/2024] [Indexed: 05/25/2024]
Abstract
We conducted a research campaign in a neotropical rainforest in Costa Rica throughout the drought phase of an El-Nino Southern Oscillation event to determine microbial community dynamics and soil C fluxes. Our study included nests of the leafcutter ant Atta cephalotes, as soil disturbances made by these ecosystem engineers may influence microbial drought response. Drought decreased the diversity of microbes and the abundance of core microbiome taxa, including Verrucomicrobial bacteria and Sordariomycete fungi. Despite initial responses of decreasing diversity and altered composition, 6 months post-drought the microbiomes were similar to pre-drought conditions, demonstrating the resilience of soil microbial communities to drought events. A. cephalotes nests altered fungal composition in the surrounding soil, and reduced both fungal mortality and growth of Acidobacteria post-drought. Drought increased CH4 consumption in soils due to lower soil moisture, and A. cephalotes nests decrease the variability of CH4 emissions in some soil types. CH4 emissions were tracked by the abundance of methanotrophic bacteria and fungal composition. These results characterize the microbiome of tropical soils across both time and space during drought and provide evidence for the importance of leafcutter ant nests in shaping soil microbiomes and enhancing microbial resilience during climatic perturbations.
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Affiliation(s)
- Hannah B. Shulman
- Department of Microbiology and Plant PathologyUniversity of CaliforniaRiversideCaliforniaUSA
- Department of Ecology and Evolutionary BiologyUniversity of TennesseeKnoxvilleTennesseeUSA
| | - Emma L. Aronson
- Department of Microbiology and Plant PathologyUniversity of CaliforniaRiversideCaliforniaUSA
- Center for Conservation BiologyUniversity of CaliforniaRiversideCaliforniaUSA
| | - Diego Dierick
- Department of Biological SciencesFlorida International UniversityMiamiFloridaUSA
| | - Andrian A. Pinto‐Tomás
- Centro De Investigación En Estructuras MicroscópicasUniversidad de Costa RicaSan JoséCosta Rica
| | - Jon K. Botthoff
- Center for Conservation BiologyUniversity of CaliforniaRiversideCaliforniaUSA
| | - Allan Artavia‐León
- Centro De Investigación En Estructuras MicroscópicasUniversidad de Costa RicaSan JoséCosta Rica
| | - Michael F. Allen
- Department of Microbiology and Plant PathologyUniversity of CaliforniaRiversideCaliforniaUSA
- Center for Conservation BiologyUniversity of CaliforniaRiversideCaliforniaUSA
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26
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Ovaskainen O, Abrego N, Furneaux B, Hardwick B, Somervuo P, Palorinne I, Andrew NR, Babiy UV, Bao T, Bazzano G, Bondarchuk SN, Bonebrake TC, Brennan GL, Bret-Harte S, Bässler C, Cagnolo L, Cameron EK, Chapurlat E, Creer S, D'Acqui LP, de Vere N, Desprez-Loustau ML, Dongmo MAK, Dyrholm Jacobsen IB, Fisher BL, Flores de Jesus M, Gilbert GS, Griffith GW, Gritsuk AA, Gross A, Grudd H, Halme P, Hanna R, Hansen J, Hansen LH, Hegbe ADMT, Hill S, Hogg ID, Hultman J, Hyde KD, Hynson NA, Ivanova N, Karisto P, Kerdraon D, Knorre A, Krisai-Greilhuber I, Kurhinen J, Kuzmina M, Lecomte N, Lecomte E, Loaiza V, Lundin E, Meire A, Mešić A, Miettinen O, Monkhause N, Mortimer P, Müller J, Nilsson RH, Nonti PYC, Nordén J, Nordén B, Paz C, Pellikka P, Pereira D, Petch G, Pitkänen JM, Popa F, Potter C, Purhonen J, Pätsi S, Rafiq A, Raharinjanahary D, Rakos N, Rathnayaka AR, Raundrup K, Rebriev YA, Rikkinen J, Rogers HMK, Rogovsky A, Rozhkov Y, Runnel K, Saarto A, Savchenko A, Schlegel M, Schmidt NM, Seibold S, Skjøth C, Stengel E, Sutyrina SV, Syvänperä I, Tedersoo L, Timm J, Tipton L, Toju H, Uscka-Perzanowska M, van der Bank M, Herman van der Bank F, Vandenbrink B, Ventura S, et alOvaskainen O, Abrego N, Furneaux B, Hardwick B, Somervuo P, Palorinne I, Andrew NR, Babiy UV, Bao T, Bazzano G, Bondarchuk SN, Bonebrake TC, Brennan GL, Bret-Harte S, Bässler C, Cagnolo L, Cameron EK, Chapurlat E, Creer S, D'Acqui LP, de Vere N, Desprez-Loustau ML, Dongmo MAK, Dyrholm Jacobsen IB, Fisher BL, Flores de Jesus M, Gilbert GS, Griffith GW, Gritsuk AA, Gross A, Grudd H, Halme P, Hanna R, Hansen J, Hansen LH, Hegbe ADMT, Hill S, Hogg ID, Hultman J, Hyde KD, Hynson NA, Ivanova N, Karisto P, Kerdraon D, Knorre A, Krisai-Greilhuber I, Kurhinen J, Kuzmina M, Lecomte N, Lecomte E, Loaiza V, Lundin E, Meire A, Mešić A, Miettinen O, Monkhause N, Mortimer P, Müller J, Nilsson RH, Nonti PYC, Nordén J, Nordén B, Paz C, Pellikka P, Pereira D, Petch G, Pitkänen JM, Popa F, Potter C, Purhonen J, Pätsi S, Rafiq A, Raharinjanahary D, Rakos N, Rathnayaka AR, Raundrup K, Rebriev YA, Rikkinen J, Rogers HMK, Rogovsky A, Rozhkov Y, Runnel K, Saarto A, Savchenko A, Schlegel M, Schmidt NM, Seibold S, Skjøth C, Stengel E, Sutyrina SV, Syvänperä I, Tedersoo L, Timm J, Tipton L, Toju H, Uscka-Perzanowska M, van der Bank M, Herman van der Bank F, Vandenbrink B, Ventura S, Vignisson SR, Wang X, Weisser WW, Wijesinghe SN, Joseph Wright S, Yang C, Yorou NS, Young A, Yu DW, Zakharov EV, Hebert PDN, Roslin T. Global Spore Sampling Project: A global, standardized dataset of airborne fungal DNA. Sci Data 2024; 11:561. [PMID: 38816458 PMCID: PMC11139991 DOI: 10.1038/s41597-024-03410-0] [Show More Authors] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/02/2024] [Accepted: 05/21/2024] [Indexed: 06/01/2024] Open
Abstract
Novel methods for sampling and characterizing biodiversity hold great promise for re-evaluating patterns of life across the planet. The sampling of airborne spores with a cyclone sampler, and the sequencing of their DNA, have been suggested as an efficient and well-calibrated tool for surveying fungal diversity across various environments. Here we present data originating from the Global Spore Sampling Project, comprising 2,768 samples collected during two years at 47 outdoor locations across the world. Each sample represents fungal DNA extracted from 24 m3 of air. We applied a conservative bioinformatics pipeline that filtered out sequences that did not show strong evidence of representing a fungal species. The pipeline yielded 27,954 species-level operational taxonomic units (OTUs). Each OTU is accompanied by a probabilistic taxonomic classification, validated through comparison with expert evaluations. To examine the potential of the data for ecological analyses, we partitioned the variation in species distributions into spatial and seasonal components, showing a strong effect of the annual mean temperature on community composition.
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Affiliation(s)
- Otso Ovaskainen
- Department of Biological and Environmental Science, University of Jyväskylä, P.O. Box 35, FI-40014, Jyväskylä, Finland.
- Organismal and Evolutionary Biology Research Programme, Faculty of Biological and Environmental Sciences, University of Helsinki, P. O. Box 65, 00014, Helsinki, Finland.
- Department of Biology, Centre for Biodiversity Dynamics, Norwegian University of Science and Technology, Trondheim, N-7491, Norway.
| | - Nerea Abrego
- Department of Biological and Environmental Science, University of Jyväskylä, P.O. Box 35, FI-40014, Jyväskylä, Finland
- Department of Agricultural Sciences, University of Helsinki, P.O. Box 27, FI-00014, Helsinki, Finland
| | - Brendan Furneaux
- Department of Biological and Environmental Science, University of Jyväskylä, P.O. Box 35, FI-40014, Jyväskylä, Finland
| | - Bess Hardwick
- Department of Agricultural Sciences, University of Helsinki, P.O. Box 27, FI-00014, Helsinki, Finland
| | - Panu Somervuo
- Organismal and Evolutionary Biology Research Programme, Faculty of Biological and Environmental Sciences, University of Helsinki, P. O. Box 65, 00014, Helsinki, Finland
| | - Isabella Palorinne
- Department of Agricultural Sciences, University of Helsinki, P.O. Box 27, FI-00014, Helsinki, Finland
| | - Nigel R Andrew
- Natural History Museum, Zoology, University of New England, Armidale, NSW, 2351, Australia
- Faculty of Science and Engineering, Southern Cross University, Northern Rivers, NSW, 2480, Australia
| | | | - Tan Bao
- Department of Biological Sciences, MacEwan University, 10, 700 - 104 Avenue, Edmonton, AB, T5J 2P2, Canada
| | - Gisela Bazzano
- Universidad Nacional de Còrdoba, Facultad de Ciencias Exactas Físicas y Naturales, Centro de Zoología Aplicada, Córdoba, Argentina
| | - Svetlana N Bondarchuk
- Sikhote-Alin State Nature Biosphere Reserve named after K. G. Abramov, 44 Partizanskaya Str., Terney, Primorsky krai, 692150, Russia
| | - Timothy C Bonebrake
- School of Biological Sciences, The University of Hong Kong, Hong Kong SAR, China
| | - Georgina L Brennan
- CSIC, Institute of Marine Sciences, Passeig Marítim de la Barceloneta, 37-49ES08003, Barcelona, Spain
| | | | - Claus Bässler
- Goethe-University Frankfurt, Faculty of Biological Sciences, Institute for Ecology, Evolution and Diversity, Conservation Biology, D- 60438, Frankfurt am Main, Germany
- Bavarian Forest National Park, Freyunger Str. 2, D-94481, Grafenau, Germany
- Ecology of Fungi, Bayreuth Center of Ecology and Environmental Research (BayCEER), University of Bayreuth, Universitätsstraße 30, 95440, Bayreuth, Germany
| | - Luciano Cagnolo
- Consejo de Investigaciones Científicas y Técnicas (CONICET), Instituto Multidisciplinario de Biología Vegetal, Córdoba, Argentina
| | - Erin K Cameron
- Department of Environmental Science, Saint Mary's University, 923 Robie St., Halifax, NS, B3H 3C3, Canada
| | - Elodie Chapurlat
- Department of Ecology, Swedish University of Agricultural Sciences (SLU), Uppsala, Sweden
| | - Simon Creer
- Molecular Ecology and Evolution at Bangor (MEEB), School of Environmental and Natural Sciences, Bangor University, Environment Centre Wales, Deiniol Road, Bangor, Gwynedd, Wales, LL57 2UW, UK
| | - Luigi P D'Acqui
- Research Institute on Terrestrial Ecosystems - IRET, National Research Council - CNR, Via Madonna del Piano n° 10, 50019, Sesto Fiorentino, Firenze, Italy
- National Biodiversity Future Center, Palermo, Italy
| | - Natasha de Vere
- Natural History Museum of Denmark, University of Copenhagen, Gothersgade 130, 1123, København K, Denmark
| | | | - Michel A K Dongmo
- School of Biological Sciences, The University of Hong Kong, Hong Kong SAR, China
- International Institute of Tropical Agriculture (IITA), P.O. Box 2008 (Messa), Yaoundé, Cameroon
| | | | - Brian L Fisher
- Entomology, 55 Music Concourse Drive, California Academy of Sciences, San Francisco, CA, 94118, USA
- Madagascar Biodiversity Center, Parc Botanique et Zoologique de Tsimbazaza, Antananarivo, 101, Madagascar
| | | | - Gregory S Gilbert
- Environmental Studies Department, University of California, Santa Cruz, 1156 High St., Santa Cruz, CA, 95065, USA
| | - Gareth W Griffith
- Department of Life Sciences, Aberystwyth University, Aberystwyth, Ceredigion, WALES SY23 3DD, UK
| | - Anna A Gritsuk
- Sikhote-Alin State Nature Biosphere Reserve named after K. G. Abramov, 44 Partizanskaya Str., Terney, Primorsky krai, 692150, Russia
| | - Andrin Gross
- Research Unit Biodiversity and Conservation Biology, SwissFungi, Swiss Federal Research Institute WSL, Zürcherstrasse 111, CH-8903, Birmensdorf, Switzerland
| | - Håkan Grudd
- Swedish Polar Research Secretariat, Abisko Scientific Research Station, Vetenskapens väg 38, SE-981 07, Abisko, Sweden
| | - Panu Halme
- Department of Biological and Environmental Science, University of Jyväskylä, P.O. Box 35, FI-40014, Jyväskylä, Finland
| | - Rachid Hanna
- Center for Tropical Research, Congo Basin Institute, University of California, Los Angeles (UCLA), Los Angeles, CA, 90095, USA
| | - Jannik Hansen
- Department of Ecoscience, Aarhus University, Dk-4000, Roskilde, Denmark
| | - Lars Holst Hansen
- Department of Ecoscience, Aarhus University, Dk-4000, Roskilde, Denmark
| | - Apollon D M T Hegbe
- Research Unit in Tropical Mycology and Plant-Soil Fungi Interactions, Faculty of Agronomy, University of Parakou, BP 123, Parakou, Republic of Benin
| | - Sarah Hill
- Natural History Museum, Zoology, University of New England, Armidale, NSW, 2351, Australia
| | - Ian D Hogg
- Canadian High Arctic Research Station, Polar Knowledge Canada, PO Box 2150, 1 Uvajuq Road, Cambridge Bay, Nunavut, X0B 0C0, Canada
- Department of Integrative Biology, College of Biological Science, University of Guelph, 50 Stone Road East, Guelph, Ontario, N1G 2W1, Canada
- School of Science, University of Waikato, Private Bag 3105, Hamilton, 3240, New Zealand
| | - Jenni Hultman
- Department of Microbiology, University of Helsinki, Viikinkaari 9, FI-00014, Helsinki, Finland
- Natural Resources Institute Finland, Latokartanonkaari 9, 00790, Helsinki, Finland
| | - Kevin D Hyde
- Center of Excellence in Fungal Research, Mae Fah Luang University, Chiang Rai, 57100, Thailand
| | - Nicole A Hynson
- Pacific Biosciences Research Center, University of Hawaii at Manoa, Honolulu, HI, USA
| | - Natalia Ivanova
- Centre for Biodiversity Genomics, University of Guelph, Guelph, ON, N1G 2W1, Canada
- Nature Metrics North America Ltd., 590 Hanlon Creek Boulevard, Unit 11, Guelph, ON, N1C 0A1, Canada
| | - Petteri Karisto
- Plant Pathology Group, Institute of Integrative Biology, ETH Zurich, Zurich, Switzerland
- Plant Health, Natural Resources Institute Finland (Luke), Jokioinen, Finland
| | - Deirdre Kerdraon
- Department of Ecology, Swedish University of Agricultural Sciences (SLU), Uppsala, Sweden
| | - Anastasia Knorre
- Science Department, National Park Krasnoyarsk Stolby, 26a Kariernaya str., 660006, Krasnoyarsk, Russia
- Institute of Ecology and Geography, Siberian Federal University, 79 Svobodny pr., 660041, Krasnoyarsk, Russia
| | - Irmgard Krisai-Greilhuber
- Department of Botany and Biodiversity Research, University of Vienna, Rennweg 14, 1030, Wien, Austria
| | - Juri Kurhinen
- Organismal and Evolutionary Biology Research Programme, Faculty of Biological and Environmental Sciences, University of Helsinki, P. O. Box 65, 00014, Helsinki, Finland
| | - Masha Kuzmina
- Centre for Biodiversity Genomics, University of Guelph, Guelph, ON, N1G 2W1, Canada
| | - Nicolas Lecomte
- Centre d'études nordiques and Canada Research Chair in Polar and Boreal Ecology, Department of Biology, Pavillon Rémi-Rossignol, 18, Antonine-Maillet, Université de Moncton, Moncton, NB, E1A 3E9, Canada
| | - Erin Lecomte
- Centre d'études nordiques and Canada Research Chair in Polar and Boreal Ecology, Department of Biology, Pavillon Rémi-Rossignol, 18, Antonine-Maillet, Université de Moncton, Moncton, NB, E1A 3E9, Canada
| | - Viviana Loaiza
- Department of Evolutionary Biology and Environmental Sciences, University of Zürich, Zürich, Switzerland
| | - Erik Lundin
- Swedish Polar Research Secretariat, Abisko Scientific Research Station, Vetenskapens väg 38, SE-981 07, Abisko, Sweden
| | - Alexander Meire
- Swedish Polar Research Secretariat, Abisko Scientific Research Station, Vetenskapens väg 38, SE-981 07, Abisko, Sweden
| | - Armin Mešić
- Laboratory for Biological Diversity, Rudjer Boskovic Institute, Bijenicka cesta 54, HR-10000, Zagreb, Croatia
| | - Otto Miettinen
- Finnish Museum of Natural History, University of Helsinki, P.O. Box 7, 00014, Helsinki, Finland
| | - Norman Monkhause
- Centre for Biodiversity Genomics, University of Guelph, Guelph, ON, N1G 2W1, Canada
| | - Peter Mortimer
- Centre for Mountain Futures, Kunming Institute of Botany, Chinese Academy of Sciences, Kunming, China
| | - Jörg Müller
- Field Station Fabrikschleichach, Department of Animal Ecology and Tropical Biology (Zoology III), Julius Maximilians University Würzburg, Rauhenebrach, Germany
- Bavarian Forest National Park, Grafenau, Germany
| | - R Henrik Nilsson
- Department of Biological and Environmental Sciences, Gothenburg Global Biodiversity Centre, University of Gothenburg, Box 461, 405 30, Göteborg, Sweden
| | - Puani Yannick C Nonti
- Research Unit in Tropical Mycology and Plant-Soil Fungi Interactions, Faculty of Agronomy, University of Parakou, BP 123, Parakou, Republic of Benin
| | - Jenni Nordén
- Norwegian Institute for Nature Research (NINA), Sognsveien 68, N-0855, Oslo, Norway
| | - Björn Nordén
- Norwegian Institute for Nature Research (NINA), Sognsveien 68, N-0855, Oslo, Norway
| | - Claudia Paz
- Department of Biodiversity, Institute of Biosciences, São Paulo State University, Av 24A 1515, Rio Claro, SP, 13506-900, Brazil
- Department of Entomology and Acarology, Laboratory of Pathology and Microbial Control, University of São Paulo, CEP 13418-900, Piracicaba, SP, Brazil
| | - Petri Pellikka
- Department of Geosciences and Geography, Faculty of Science, University of Helsinki, P.O. Box 64, 00014, Helsinki, Finland
- State Key Laboratory for Information Engineering in Surveying, Mapping and Remote Sensing, Wuhan University, Wuhan, 430079, China
- Wangari Maathai Institute for Environmental and Peace Studies, University of Nairobi, P.O. Box 29053, 00625, Kangemi, Kenya
| | - Danilo Pereira
- Plant Pathology Group, Institute of Integrative Biology, ETH Zurich, Zurich, Switzerland
- Max Planck Institute for Evolutionary Biology, August-Thienemann-Str. 2, 24306, Plön, Germany
| | - Geoff Petch
- School of Science and the Environment, University of Worcester, Henwick Grove, Worcester, WR2 6AJ, UK
| | - Juha-Matti Pitkänen
- Natural Resources Institute Finland, Latokartanonkaari 9, 00790, Helsinki, Finland
| | - Flavius Popa
- Department of Ecosystem Monitoring, Research & Conservation, Black Forest National Park, Kniebisstraße 67, 77740, Bad Peterstal-Griesbach, Germany
| | - Caitlin Potter
- Department of Life Sciences, Aberystwyth University, Aberystwyth, Ceredigion, WALES SY23 3DD, UK
| | - Jenna Purhonen
- Department of Biological and Environmental Science, University of Jyväskylä, P.O. Box 35, FI-40014, Jyväskylä, Finland
- School of Resource Wisdom, University of Jyväskylä, P.O. Box 35, FIN-40014, Jyväskylä, Finland
| | - Sanna Pätsi
- The Biodiversity Unit of the University of Turku, Henrikinkatu 2, 20500, Turku, Finland
| | - Abdullah Rafiq
- Molecular Ecology and Evolution at Bangor (MEEB), School of Environmental and Natural Sciences, Bangor University, Environment Centre Wales, Deiniol Road, Bangor, Gwynedd, Wales, LL57 2UW, UK
| | - Dimby Raharinjanahary
- Madagascar Biodiversity Center, Parc Botanique et Zoologique de Tsimbazaza, Antananarivo, 101, Madagascar
| | - Niklas Rakos
- Swedish Polar Research Secretariat, Abisko Scientific Research Station, Vetenskapens väg 38, SE-981 07, Abisko, Sweden
| | - Achala R Rathnayaka
- Center of Excellence in Fungal Research, Mae Fah Luang University, Chiang Rai, 57100, Thailand
- School of Science, Mae Fah Luang University, Chiang Rai, 57100, Thailand
| | - Katrine Raundrup
- Greenland Institute of Natural Resources, Kivioq 2, P.O. Box 570, 3900, Nuuk, Greenland
| | - Yury A Rebriev
- Southern Scientific Center of the Russian Academy of Sciences, 41 Chekhov ave., Rostov-on-Don, 344006, Russia
| | - Jouko Rikkinen
- Organismal and Evolutionary Biology Research Programme, Faculty of Biological and Environmental Sciences, University of Helsinki, P. O. Box 65, 00014, Helsinki, Finland
- Finnish Museum of Natural History, University of Helsinki, P.O. Box 7, 00014, Helsinki, Finland
| | - Hanna M K Rogers
- Department of Ecology, Swedish University of Agricultural Sciences (SLU), Uppsala, Sweden
| | - Andrey Rogovsky
- Science Department, National Park Krasnoyarsk Stolby, 26a Kariernaya str., 660006, Krasnoyarsk, Russia
| | - Yuri Rozhkov
- State Nature Reserve Olekminsky, Olekminsk, Russian Federation, Russia
| | - Kadri Runnel
- Mycology and Microbiology Center, University of Tartu, Tartu, Estonia
- Institute of Ecology and Earth Sciences, University of Tartu, Liivi 2, 50409, Tartu, Estonia
| | - Annika Saarto
- The Biodiversity Unit of the University of Turku, Henrikinkatu 2, 20500, Turku, Finland
| | - Anton Savchenko
- Institute of Ecology and Earth Sciences, University of Tartu, Liivi 2, 50409, Tartu, Estonia
| | - Markus Schlegel
- Research Unit Biodiversity and Conservation Biology, SwissFungi, Swiss Federal Research Institute WSL, Zürcherstrasse 111, CH-8903, Birmensdorf, Switzerland
| | - Niels Martin Schmidt
- Department of Ecoscience, Aarhus University, Dk-4000, Roskilde, Denmark
- Arctic Research Center, Aarhus University, Dk-4000, Roskilde, Denmark
| | - Sebastian Seibold
- TUD Dresden University of Technology, Forest Zoology, Pienner Str. 7, 01737, Tharandt, Germany
- Technical University of Munich, Terrestrial Ecology Research Group, Department of Life Science Systems, School of Life Sciences, Hans-Carl-von-Carlowitz-Platz 2, 85354, Freising, Germany
| | - Carsten Skjøth
- School of Science and the Environment, University of Worcester, Henwick Grove, Worcester, WR2 6AJ, UK
- Department of Environmental Science, Aarhus University, Frederiksborgvej 399, DK-4000, Roskilde, Denmark
| | - Elisa Stengel
- Field Station Fabrikschleichach, Department of Animal Ecology and Tropical Biology (Zoology III), Julius Maximilians University Würzburg, Rauhenebrach, Germany
| | - Svetlana V Sutyrina
- Sikhote-Alin State Nature Biosphere Reserve named after K. G. Abramov, 44 Partizanskaya Str., Terney, Primorsky krai, 692150, Russia
| | - Ilkka Syvänperä
- The Biodiversity Unit of the University of Turku, Kevontie 470, 99980, Utsjoki, Finland
| | - Leho Tedersoo
- Mycology and Microbiology Center, University of Tartu, Tartu, Estonia
- College of Science, King Saud University, Riyadh, Saudi Arabia
| | - Jebidiah Timm
- Institute of Arctic Biology, University of Alaska, Fairbanks, AK, USA
| | - Laura Tipton
- School of Natural Science and Mathematics, Chaminade University of Honolulu, Honolulu, HI, USA
| | - Hirokazu Toju
- Laboratory of Ecosystems and Coevolution, Graduate School of Biostudies, Kyoto University, Kyoto, 606-8501, Japan
- Center for Living Systems Information Science (CeLiSIS), Graduate School of Biostudies, Kyoto University, Kyoto, 606-8501, Japan
| | | | - Michelle van der Bank
- African Centre for DNA Barcoding (ACDB), University of Johannesburg, PO BOX 524, Auckland Park, 2006, South Africa
| | - F Herman van der Bank
- African Centre for DNA Barcoding (ACDB), University of Johannesburg, PO BOX 524, Auckland Park, 2006, South Africa
| | - Bryan Vandenbrink
- Canadian High Arctic Research Station, Polar Knowledge Canada, PO Box 2150, 1 Uvajuq Road, Cambridge Bay, Nunavut, X0B 0C0, Canada
| | - Stefano Ventura
- Research Institute on Terrestrial Ecosystems - IRET, National Research Council - CNR, Via Madonna del Piano n° 10, 50019, Sesto Fiorentino, Firenze, Italy
- National Biodiversity Future Center, Palermo, Italy
| | - Solvi R Vignisson
- Sudurnes Science and Learning Center, Garðvegi 1, 245, Sandgerði, Iceland
| | - Xiaoyang Wang
- State Key Laboratory of Genetic Resources and Evolution, Kunming Institute of Zoology, Chinese Academy of Sciences, Kunming, China
| | - Wolfgang W Weisser
- Technical University of Munich, Terrestrial Ecology Research Group, Department of Life Science Systems, School of Life Sciences, Hans-Carl-von-Carlowitz-Platz 2, 85354, Freising, Germany
| | - Subodini N Wijesinghe
- Center of Excellence in Fungal Research, Mae Fah Luang University, Chiang Rai, 57100, Thailand
- School of Science, Mae Fah Luang University, Chiang Rai, 57100, Thailand
| | - S Joseph Wright
- Smithsonian Tropical Research Institute, Apartado, 0843-03092, Balboa, Panama
| | - Chunyan Yang
- State Key Laboratory of Genetic Resources and Evolution, Kunming Institute of Zoology, Chinese Academy of Sciences, Kunming, China
| | - Nourou S Yorou
- Research Unit in Tropical Mycology and Plant-Soil Fungi Interactions, Faculty of Agronomy, University of Parakou, BP 123, Parakou, Republic of Benin
| | - Amanda Young
- Institute of Arctic Biology, University of Alaska, Fairbanks, AK, USA
| | - Douglas W Yu
- State Key Laboratory of Genetic Resources and Evolution, Kunming Institute of Zoology, Chinese Academy of Sciences, Kunming, China
- School of Biological Sciences, University of East Anglia, Norwich, Norfolk, NR4 7TJ, UK
- Yunnan Key Laboratory of Biodiversity and Ecological Security of Gaoligong Mountain, Kunming Institute of Zoology, Chinese Academy of Sciences, Kunming, China
| | - Evgeny V Zakharov
- Centre for Biodiversity Genomics, University of Guelph, Guelph, ON, N1G 2W1, Canada
| | - Paul D N Hebert
- Canadian High Arctic Research Station, Polar Knowledge Canada, PO Box 2150, 1 Uvajuq Road, Cambridge Bay, Nunavut, X0B 0C0, Canada
- Centre for Biodiversity Genomics, University of Guelph, Guelph, ON, N1G 2W1, Canada
| | - Tomas Roslin
- Organismal and Evolutionary Biology Research Programme, Faculty of Biological and Environmental Sciences, University of Helsinki, P. O. Box 65, 00014, Helsinki, Finland
- Department of Ecology, Swedish University of Agricultural Sciences (SLU), Uppsala, Sweden
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Flores-Almaraz VS, Truong C, Hernández-Oaxaca D, Reyes-Galindo V, Mastretta-Yanes A, Jaramillo-Correa JP, Salas-Lizana R. Foliar mycobiome remains unaltered under urban air-pollution but differentially express stress-related genes. MICROBIAL ECOLOGY 2024; 87:72. [PMID: 38755460 PMCID: PMC11098924 DOI: 10.1007/s00248-024-02387-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/15/2023] [Accepted: 04/29/2024] [Indexed: 05/18/2024]
Abstract
Air pollution caused by tropospheric ozone contributes to the decline of forest ecosystems; for instance, sacred fir, Abies religiosa (Kunth) Schltdl. & Cham. forests in the peri-urban region of Mexico City. Individual trees within these forests exhibit variation in their response to ozone exposure, including the severity of visible symptoms in needles. Using RNA-Seq metatranscriptomic data and ITS2 metabarcoding, we investigated whether symptom variation correlates with the taxonomic and functional composition of fungal mycobiomes from needles collected in this highly polluted area in the surroundings of Mexico City. Our findings indicate that ozone-related symptoms do not significantly correlate with changes in the taxonomic composition of fungal mycobiomes. However, genes coding for 30 putative proteins were differentially expressed in the mycobiome of asymptomatic needles, including eight genes previously associated with resistance to oxidative stress. These results suggest that fungal communities likely play a role in mitigating the oxidative burst caused by tropospheric ozone in sacred fir. Our study illustrates the feasibility of using RNA-Seq data, accessible from global sequence repositories, for the characterization of fungal communities associated with plant tissues, including their gene expression.
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Affiliation(s)
- Valeria Stephany Flores-Almaraz
- Posgrado en Ciencias Biológicas, Unidad de Posgrado, Edificio A, 1° Piso, Circuito de Posgrados, Ciudad Universitaria, Coyoacán, C.P. 04510, Distrito Federal, México
- Instituto de Biología, Universidad Nacional Autónoma de México, Av. Universidad 3000, 04510, Coyoacán, Ciudad de México, Mexico
| | - Camille Truong
- Royal Botanic Gardens Victoria, Birdwood Ave, Melbourne, VIC 3004, Australia.
| | - Diana Hernández-Oaxaca
- Centro de Ciencias Genómicas, Universidad Nacional Autónoma de México, Av. Universidad S/N, 62210, Cuernavaca, Morelos, México
| | - Verónica Reyes-Galindo
- Depto. de Ecología Evolutiva, Instituto de Ecología, Universidad Nacional Autónoma de México, Av. Universidad 3000, 04510, Coyoacán, Ciudad de México, Mexico
| | - Alicia Mastretta-Yanes
- Consejo Nacional de Humanidades Ciencias y Tecnología (CONAHCYT), Avenida Insurgentes Sur 1582, Crédito Constructor, Benito Juárez, Ciudad de México, 03940, México.
- Departamento de Ecología de la Biodiversidad, Instituto de Ecología, Universidad Nacional Autónoma de México, Av. Universidad 3000, 04510, Coyoacán, Ciudad de México, Mexico.
| | - Juan Pablo Jaramillo-Correa
- Depto. de Ecología Evolutiva, Instituto de Ecología, Universidad Nacional Autónoma de México, Av. Universidad 3000, 04510, Coyoacán, Ciudad de México, Mexico
| | - Rodolfo Salas-Lizana
- Laboratorios de Micología. Depto. de Biología Comparada, Facultad de Ciencias., Universidad Nacional Autónoma de México, Circuito Exterior s/n, Ciudad Universitaria, Coyoacán, 04510, Ciudad de México, México.
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28
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Sanchez-Tello JD, Corrales A. Ectomycorrhizal fungal communities in natural and urban ecosystems: Quercus humboldtii as a study case in the tropical Andes. MYCORRHIZA 2024; 34:45-55. [PMID: 38483629 PMCID: PMC10998789 DOI: 10.1007/s00572-024-01140-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/20/2023] [Accepted: 02/22/2024] [Indexed: 04/07/2024]
Abstract
Worldwide urban landscapes are expanding because of the growing human population. Urban ecosystems serve as habitats to highly diverse communities. However, studies focusing on the diversity and structure of ectomycorrhizal communities are uncommon in this habitat. In Colombia, Quercus humboldtii Bonpl. is an ectomycorrhizal tree thriving in tropical montane forests hosting a high diversity of ectomycorrhizal fungi. Q. humboldtii is planted as an urban tree in Bogotá (Colombia). We studied how root-associated fungal communities of this tree change between natural and urban areas. Using Illumina sequencing, we amplified the ITS1 region and analyzed the resulting data using both OTUs and Amplicon Sequence Variants (ASVs) bioinformatics pipelines. The results obtained using both pipelines showed no substantial differences between OTUs and ASVs for the community patterns of root-associated fungi, and only differences in species richness were observed. We found no significant differences in the species richness between urban and rural sites based on Fisher's alpha or species-accumulation curves. However, we found significant differences in the community composition of fungi present in the roots of rural and urban trees with rural communities being dominated by Russula and Lactarius and urban communities by Scleroderma, Hydnangium, and Trechispora, suggesting a high impact of urban disturbances on ectomycorrhizal fungal communities. Our results highlight the importance of urban trees as reservoirs of fungal diversity and the potential impact of urban conditions on favoring fungal species adapted to more disturbed ecosystems.
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Affiliation(s)
- Juan David Sanchez-Tello
- Center for Research in Microbiology and Biotechnology-UR (CIMBIUR), Faculty of Natural Sciences, Universidad del Rosario, Bogotá, Colombia.
| | - Adriana Corrales
- Center for Research in Microbiology and Biotechnology-UR (CIMBIUR), Faculty of Natural Sciences, Universidad del Rosario, Bogotá, Colombia
- Society for the Protection of Underground Networks, SPUN, 3500 South DuPont Highway, Dover, DE, 19901, USA
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29
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Viotti C, Chalot M, Kennedy PG, Maillard F, Santoni S, Blaudez D, Bertheau C. Primer pairs, PCR conditions, and peptide nucleic acid clamps affect fungal diversity assessment from plant root tissues. Mycology 2024; 15:255-271. [PMID: 38813472 PMCID: PMC11132971 DOI: 10.1080/21501203.2023.2301003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2023] [Accepted: 12/27/2023] [Indexed: 05/31/2024] Open
Abstract
High-throughput sequencing has become a prominent tool to assess plant-associated microbial diversity. Still, some technical challenges remain in characterising these communities, notably due to plant and fungal DNA co-amplification. Fungal-specific primers, Peptide Nucleic Acid (PNA) clamps, or adjusting PCR conditions are approaches to limit plant DNA contamination. However, a systematic comparison of these factors and their interactions, which could limit plant DNA contamination in the study of plant mycobiota, is still lacking. Here, three primers targeting the ITS2 region were evaluated alone or in combination with PNA clamps both on nettle (Urtica dioica) root DNA and a mock community. PNA clamps did not improve the richness or diversity of the fungal communities but increased the number of fungal reads. Among the tested factors, the most significant was the primer pair. Specifically, the 5.8S-Fun/ITS4-Fun pair exhibited a higher OTU richness but fewer fungal reads. Our study demonstrates that the choice of primers is critical for limiting plant and fungal DNA co-amplification. PNA clamps increase the number of fungal reads when ITS2 is targeted but do not result in higher fungal diversity recovery at high sequencing depth. At lower read depths, PNA clamps might enhance microbial diversity quantification for primer pairs lacking fungal specificity.
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Affiliation(s)
- Chloé Viotti
- CNRS, Chrono-environnement, Université de Franche-Comté, Montbéliard, France
| | - Michel Chalot
- CNRS, Chrono-environnement, Université de Franche-Comté, Montbéliard, France
- Faculté des Sciences et Technologies, Université de Lorraine, Nancy, France
| | - Peter G. Kennedy
- Department of Plant & Microbiology, University of Minnesota, St. Paul, MN, USA
| | - François Maillard
- Department of Plant & Microbiology, University of Minnesota, St. Paul, MN, USA
| | - Sylvain Santoni
- AGAP Institut, Univ Montpellier, CIRAD, INRAE, Institut Agro, Montpellier, France
| | | | - Coralie Bertheau
- CNRS, Chrono-environnement, Université de Franche-Comté, Montbéliard, France
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30
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Liu MD, Du Y, Koupaei SK, Kim NR, Fischer MS, Zhang W, Traxler MF. Surface-active antibiotic production as a multifunctional adaptation for postfire microorganisms. THE ISME JOURNAL 2024; 18:wrae022. [PMID: 38366029 PMCID: PMC11069360 DOI: 10.1093/ismejo/wrae022] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/22/2023] [Revised: 02/01/2024] [Accepted: 02/02/2024] [Indexed: 02/18/2024]
Abstract
Wildfires affect soils in multiple ways, leading to numerous challenges for colonizing microorganisms. Although it is thought that fire-adapted microorganisms lie at the forefront of postfire ecosystem recovery, the specific strategies that these organisms use to thrive in burned soils remain largely unknown. Through bioactivity screening of bacterial isolates from burned soils, we discovered that several Paraburkholderia spp. isolates produced a set of unusual rhamnolipid surfactants with a natural methyl ester modification. These rhamnolipid methyl esters (RLMEs) exhibited enhanced antimicrobial activity against other postfire microbial isolates, including pyrophilous Pyronema fungi and Amycolatopsis bacteria, compared to the typical rhamnolipids made by organisms such as Pseudomonas spp. RLMEs also showed enhanced surfactant properties and facilitated bacterial motility on agar surfaces. In vitro assays further demonstrated that RLMEs improved aqueous solubilization of polycyclic aromatic hydrocarbons, which are potential carbon sources found in char. Identification of the rhamnolipid biosynthesis genes in the postfire isolate, Paraburkholderia kirstenboschensis str. F3, led to the discovery of rhlM, whose gene product is responsible for the unique methylation of rhamnolipid substrates. RhlM is the first characterized bacterial representative of a large class of integral membrane methyltransferases that are widespread in bacteria. These results indicate multiple roles for RLMEs in the postfire lifestyle of Paraburkholderia isolates, including enhanced dispersal, solubilization of potential nutrients, and inhibition of competitors. Our findings shed new light on the chemical adaptations that bacteria employ to navigate, grow, and outcompete other soil community members in postfire environments.
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Affiliation(s)
- Mira D Liu
- Department of Chemistry, University of California, Berkeley, CA 94720, United States
| | - Yongle Du
- Department of Chemical and Biomolecular Engineering, University of California, Berkeley, CA 94720, United States
| | - Sara K Koupaei
- Department of Plant and Microbial Biology, University of California, Berkeley, CA 94720, United States
| | - Nicole R Kim
- Department of Plant and Microbial Biology, University of California, Berkeley, CA 94720, United States
| | - Monika S Fischer
- Department of Plant and Microbial Biology, University of California, Berkeley, CA 94720, United States
| | - Wenjun Zhang
- Department of Chemical and Biomolecular Engineering, University of California, Berkeley, CA 94720, United States
| | - Matthew F Traxler
- Department of Plant and Microbial Biology, University of California, Berkeley, CA 94720, United States
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31
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Biagioli F, Coleine C, Delgado-Baquerizo M, Feng Y, Saiz-Jimenez C, Selbmann L. Outdoor climate drives diversity patterns of dominant microbial taxa in caves worldwide. THE SCIENCE OF THE TOTAL ENVIRONMENT 2024; 906:167674. [PMID: 37813267 DOI: 10.1016/j.scitotenv.2023.167674] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/28/2023] [Revised: 10/06/2023] [Accepted: 10/06/2023] [Indexed: 10/11/2023]
Abstract
The cave microbiota is assumed to be shaped by indoor microclimate, biotic and abiotic factors, which are largely dependent from outside environmental conditions; however, this knowledge is available at local or regional scales only. To address this knowledge gap, we reanalyzed over 1050 bacterial and fungal communities of caves worldwide, and found that outdoor temperature and rainfall play a critical role in explaining differences in microbial diversity patterns of global caves, selecting specific dominant taxa across gradients of growing aridity conditions with arid climate leading to a reduction in total cave microbial diversity. Moreover, we found that fungal (from 186 to 1908 taxa) and bacterial (from 467 to 1619 taxa) diversity increased under temperate-tropical and temperate-continental climatic regions, respectively, highlighting an opposite preference for the two microbial compartments. We hypothesized that outdoor geographical, climatic variables and lithology are critical epistatic drivers in assembling microbial communities and their dominant taxa, whose ecological responses could be useful to predict the fate of these subterranean environments in the context of climate change. Our work elucidates the intimate connection between caves microbiota and surface ecosystems highlighting the sensitivity of cave microbial communities to climatic changes and environmental degradation. This work also provides a natural benchmark for the biogeographic information for caves globally and for protection strategies aiming at conservation of underground environments.
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Affiliation(s)
- Federico Biagioli
- Department of Ecological and Biological Sciences, University of Tuscia, 01100 Viterbo, Italy
| | - Claudia Coleine
- Department of Ecological and Biological Sciences, University of Tuscia, 01100 Viterbo, Italy.
| | - Manuel Delgado-Baquerizo
- Laboratorio de Biodiversidad y Funcionamiento Ecosistémico, Instituto de Recursos Naturales y Agrobiología de Sevilla (IRNAS), CSIC, Av. Reina Mercedes 10, E-41012 Sevilla, Spain.
| | - Youzhi Feng
- State Key Laboratory of Soil and Sustainable Agriculture, Institute of Soil Science, Chinese Academy of Sciences, 210006 Nanjing, China; Jiangsu Collaborative Innovation Center for Solid Organic Waste Resource Utilization, 210095 Nanjing, China
| | - Cesareo Saiz-Jimenez
- Microbiología Ambiental y Patrimonio Cultural, Instituto de Recursos Naturales y Agrobiología de Sevilla (IRNAS), CSIC, Av. Reina Mercedes 10, E-41012 Sevilla, Spain
| | - Laura Selbmann
- Department of Ecological and Biological Sciences, University of Tuscia, 01100 Viterbo, Italy; Mycological Section, Italian Antarctic National Museum (MNA), Via al Porto Antico, 16128 Genoa, Italy
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Noll NW, Scherber C, Schäffler L. taxalogue: a toolkit to create comprehensive CO1 reference databases. PeerJ 2023; 11:e16253. [PMID: 38077427 PMCID: PMC10702336 DOI: 10.7717/peerj.16253] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2023] [Accepted: 09/18/2023] [Indexed: 12/18/2023] Open
Abstract
Background Taxonomic identification through DNA barcodes gained considerable traction through the invention of next-generation sequencing and DNA metabarcoding. Metabarcoding allows for the simultaneous identification of thousands of organisms from bulk samples with high taxonomic resolution. However, reliable identifications can only be achieved with comprehensive and curated reference databases. Therefore, custom reference databases are often created to meet the needs of specific research questions. Due to taxonomic inconsistencies, formatting issues, and technical difficulties, building a custom reference database requires tremendous effort. Here, we present taxalogue, an easy-to-use software for creating comprehensive and customized reference databases that provide clean and taxonomically harmonized records. In combination with extensive geographical filtering options, taxalogue opens up new possibilities for generating and testing evolutionary hypotheses. Methods taxalogue collects DNA sequences from several online sources and combines them into a reference database. Taxonomic incongruencies between the different data sources can be harmonized according to available taxonomies. Dereplication and various filtering options are available regarding sequence quality or metadata information. taxalogue is implemented in the open-source Ruby programming language, and the source code is available at https://github.com/nwnoll/taxalogue. We benchmark four reference databases by sequence identity against eight queries from different localities and trapping devices. Subsamples from each reference database were used to compare how well another one is covered. Results taxalogue produces reference databases with the best coverage at high identities for most tested queries, enabling more accurate, reliable predictions with higher certainty than the other benchmarked reference databases. Additionally, the performance of taxalogue is more consistent while providing good coverage for a variety of habitats, regions, and sampling methods. taxalogue simplifies the creation of reference databases and makes the process reproducible and transparent. Multiple available output formats for commonly used downstream applications facilitate the easy adoption of taxalogue in many different software pipelines. The resulting reference databases improve the taxonomic classification accuracy through high coverage of the query sequences at high identities.
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Affiliation(s)
- Niklas W. Noll
- Centre for Biodiversity Monitoring and Conservation Science, Leibniz Institute for the Analysis of Biodiversity Change, Bonn, North Rhine-Westphalia, Germany
| | - Christoph Scherber
- Centre for Biodiversity Monitoring and Conservation Science, Leibniz Institute for the Analysis of Biodiversity Change, Bonn, North Rhine-Westphalia, Germany
| | - Livia Schäffler
- Centre for Biodiversity Monitoring and Conservation Science, Leibniz Institute for the Analysis of Biodiversity Change, Bonn, North Rhine-Westphalia, Germany
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Canini F, Borruso L, Newsham KK, D'Alò F, D'Acqui LP, Zucconi L. Wide divergence of fungal communities inhabiting rocks and soils in a hyper-arid Antarctic desert. Environ Microbiol 2023; 25:3671-3682. [PMID: 37964667 DOI: 10.1111/1462-2920.16534] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2023] [Accepted: 10/24/2023] [Indexed: 11/16/2023]
Abstract
Highly simplified microbial communities colonise rocks and soils of continental Antarctica ice-free deserts. These two habitats impose different selection pressures on organisms, yet the possible filtering effects on the diversity and composition of microbial communities have not hitherto been fully characterised. We hence compared fungal communities in rocks and soils in three localities of inner Victoria Land. We found low fungal diversity in both substrates, with a mean species richness of 28 across all samples, and significantly lower diversity in rocks than in soils. Rock and soil communities were strongly differentiated, with a multinomial species classification method identifying just three out of 328 taxa as generalists with no affinity for either substrate. Rocks were characterised by a higher abundance of lichen-forming fungi (typically Buellia, Carbonea, Pleopsidium, Lecanora, and Lecidea), possibly owing to the more protected environment and the porosity of rocks permitting photosynthetic activity. In contrast, soils were dominated by obligate yeasts (typically Naganishia and Meyerozyma), the abundances of which were correlated with edaphic factors, and the black yeast Cryomyces. Our study suggests that strong differences in selection pressures may account for the wide divergences of fungal communities in rocks and soils of inner Victoria Land.
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Affiliation(s)
- Fabiana Canini
- Department of Ecological and Biological Sciences, University of Tuscia, Viterbo, Italy
| | - Luigimaria Borruso
- Faculty of Agricultural, Environmental and Food Sciences, Free University of Bozen, Bozen-Bolzano, Italy
| | - Kevin K Newsham
- British Antarctic Survey (BAS), Natural Environment Research Council (NERC), Cambridge, UK
| | - Federica D'Alò
- Terrestrial Ecosystems Research Institute (IRET), National Research Council (CNR), Porano (TR), Italy
| | - Luigi P D'Acqui
- Institute of Polar Sciences (ISP), National Research Council (CNR), Messina, Italy
| | - Laura Zucconi
- Department of Ecological and Biological Sciences, University of Tuscia, Viterbo, Italy
- Terrestrial Ecosystems Research Institute (IRET), National Research Council (CNR), Sesto Fiorentino (FI), Italy
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Molina L, Rajchenberg M, de Errasti A, Vogel B, Coetzee MPA, Aime MC, Pildain MB. Sapwood mycobiome varies across host, plant compartment and environments in Nothofagus forests from Northern Patagonia. Mol Ecol 2023; 32:6599-6618. [PMID: 36345145 DOI: 10.1111/mec.16771] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2021] [Revised: 10/21/2022] [Accepted: 10/31/2022] [Indexed: 11/10/2022]
Abstract
Global forests are increasingly being threatened by altered climatic conditions and increased attacks by pests and pathogens. The complex ecological interactions among pathogens, microbial communities, tree hosts and the environment are important drivers of forest dynamics. Little is known about the ecology of forest pathology and related microbial communities in temperate forests of the southern hemisphere. In this study, we used next-generation sequencing to characterize sapwood-inhabiting fungal communities in North Patagonian Nothofagus forests and assessed patterns of diversity of taxa and ecological guilds across climatic, site and host variables (health condition and compartment) as a contribution to Nothofagus autecology. The diversity patterns inferred through the metabarcoding analysis were similar to those obtained through culture-dependent approaches. However, we detected additional heterogeneity and greater richness with culture-free methods. Host species was the strongest driver of fungal community structure and composition, while host health status was the weakest. The relative impacts of site, season, plant compartment and health status were different for each tree species; these differences can be interpreted as a matter of water availability. For Nothofagus dombeyi, which is distributed across a wide range of climatic conditions, site was the strongest driver of community composition. The microbiome of N. pumilio varied more with season and temperature, a relevant factor for forest conservation in the present climate change scenario. Both species carry a number of potential fungal pathogens in their sapwood, whether they exhibit symptoms or not. Our results provide insight into the diversity of fungi associated with the complex pathobiome of the dominant Nothofagus species in southern South America.
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Affiliation(s)
- Lucía Molina
- Fitopatología y Microbiología Aplicada, Centro de Investigación y Extensión Forestal Andino Patagónico (CIEFAP), Esquel, Argentina
- Consejo Nacional de Investigaciones Científicas y Técnicas (CONICET), Esquel, Argentina
| | - Mario Rajchenberg
- Fitopatología y Microbiología Aplicada, Centro de Investigación y Extensión Forestal Andino Patagónico (CIEFAP), Esquel, Argentina
- Consejo Nacional de Investigaciones Científicas y Técnicas (CONICET), Esquel, Argentina
| | - Andrés de Errasti
- Fitopatología y Microbiología Aplicada, Centro de Investigación y Extensión Forestal Andino Patagónico (CIEFAP), Esquel, Argentina
- Consejo Nacional de Investigaciones Científicas y Técnicas (CONICET), Esquel, Argentina
| | - Braian Vogel
- Consejo Nacional de Investigaciones Científicas y Técnicas (CONICET), Esquel, Argentina
- Centro de Estudios Ambientales Integrados (CEAI) Facultad de Ingeniería, Universidad Nacional de la Patagonia San Juan Bosco Sede Esquel, Pretoria, Argentina
| | - Martin P A Coetzee
- Department of Genetics, Forestry and Agricultural Biotechnology Institute (FABI), University of Pretoria, Pretoria, South Africa
| | - Mary Catherine Aime
- Department of Botany and Plant Pathology, Purdue University, West Lafayette, Indiana, USA
| | - María Belén Pildain
- Fitopatología y Microbiología Aplicada, Centro de Investigación y Extensión Forestal Andino Patagónico (CIEFAP), Esquel, Argentina
- Consejo Nacional de Investigaciones Científicas y Técnicas (CONICET), Esquel, Argentina
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Van Nuland ME, Daws SC, Bailey JK, Schweitzer JA, Busby PE, Peay KG. Above- and belowground fungal biodiversity of Populus trees on a continental scale. Nat Microbiol 2023; 8:2406-2419. [PMID: 37973868 DOI: 10.1038/s41564-023-01514-8] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2023] [Accepted: 10/04/2023] [Indexed: 11/19/2023]
Abstract
Understanding drivers of terrestrial fungal communities over large scales is an important challenge for predicting the fate of ecosystems under climate change and providing critical ecological context for bioengineering plant-microbe interactions in model systems. We conducted an extensive molecular and microscopy field study across the contiguous United States measuring natural variation in the Populus fungal microbiome among tree species, plant niche compartments and key symbionts. Our results show clear biodiversity hotspots and regional endemism of Populus-associated fungal communities explained by a combination of climate, soil and geographic factors. Modelling climate change impacts showed a deterioration of Populus mycorrhizal associations and an increase in potentially pathogenic foliar endophyte diversity and prevalence. Geographic differences among these symbiont groups in their sensitivity to environmental change are likely to influence broader forest health and ecosystem function. This dataset provides an above- and belowground atlas of Populus fungal biodiversity at a continental scale.
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Affiliation(s)
- Michael E Van Nuland
- Department of Biology, Stanford University, Stanford, CA, USA.
- Society for the Protection of Underground Networks, SPUN, Dover, DE, USA.
| | - S Caroline Daws
- Department of Biology, Stanford University, Stanford, CA, USA
| | - Joseph K Bailey
- Ecology and Evolutionary Biology Department, University of Tennessee, Knoxville, TN, USA
| | - Jennifer A Schweitzer
- Ecology and Evolutionary Biology Department, University of Tennessee, Knoxville, TN, USA
| | - Posy E Busby
- Department of Botany and Plant Pathology, Oregon State University, Corvallis, OR, USA
| | - Kabir G Peay
- Department of Biology, Stanford University, Stanford, CA, USA
- Department of Earth System Science, Stanford University, Stanford, CA, USA
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Allen MF, Shulman H, Rundel PW, Harmon TC, Aronson EL. Leaf-cutter ants - mycorrhizal fungi: observations and research questions from an unexpected mutualism. FRONTIERS IN FUNGAL BIOLOGY 2023; 4:1241916. [PMID: 38033376 PMCID: PMC10687443 DOI: 10.3389/ffunb.2023.1241916] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 06/17/2023] [Accepted: 10/13/2023] [Indexed: 12/02/2023]
Abstract
Leaf-cutter ants (LCAs) are widely distributed and alter the physical and biotic architecture above and below ground. In neotropical rainforests, they create aboveground and belowground disturbance gaps that facilitate oxygen and carbon dioxide exchange. Within the hyperdiverse neotropical rainforests, arbuscular mycorrhizal (AM) fungi occupy nearly all of the forest floor. Nearly every cubic centimeter of soil contains a network of hyphae of Glomeromycotina, fungi that form arbuscular mycorrhizae. Our broad question is as follows: how can alternative mycorrhizae, which are-especially ectomycorrhizae-essential for the survival of some plant species, become established? Specifically, is there an ant-mycorrhizal fungus interaction that facilitates their establishment in these hyperdiverse ecosystems? In one lowland Costa Rican rainforest, nests of the LCA Atta cephalotes cover approximately 1.2% of the land surface that is broadly scattered throughout the forest. On sequencing the DNA from soil organisms, we found the inocula of many AM fungi in their nests, but the nests also contained the inocula of ectomycorrhizal, orchid mycorrhizal, and ericoid mycorrhizal fungi, including Scleroderma sinnamariense, a fungus critical to Gnetum leyboldii, an obligate ectomycorrhizal plant. When the nests were abandoned, new root growth into the nest offered opportunities for new mycorrhizal associations to develop. Thus, the patches created by LCAs appear to be crucial sites for the establishment and survival of shifting mycorrhizal plant-fungal associations, in turn facilitating the high diversity of these communities. A better understanding of the interactions of organisms, including cross-kingdom and ant-mycorrhizal fungal interactions, would improve our understanding of how these ecosystems might tolerate environmental change.
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Affiliation(s)
- Michael F. Allen
- Center for Conservation Biology, Department of Microbiology and Plant Pathology, University of California, Riverside, Riverside, CA, United States
| | - Hannah Shulman
- Center for Conservation Biology, Department of Microbiology and Plant Pathology, University of California, Riverside, Riverside, CA, United States
| | - Philip W. Rundel
- Department of Ecology and Evolutionary Biology, University of California, Los Angeles, Los Angeles, CA, United States
| | - Thomas C. Harmon
- School of Engineering and Environmental Systems Program, University of California, Merced, Merced, CA, United States
| | - Emma L. Aronson
- Center for Conservation Biology, Department of Microbiology and Plant Pathology, University of California, Riverside, Riverside, CA, United States
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Fischer MS, Patel NJ, de Lorimier PJ, Traxler MF. Prescribed fire selects for a pyrophilous soil sub-community in a northern California mixed conifer forest. Environ Microbiol 2023; 25:2498-2515. [PMID: 37553729 DOI: 10.1111/1462-2920.16475] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2023] [Accepted: 07/20/2023] [Indexed: 08/10/2023]
Abstract
Prescribed fire is a critical strategy for mitigating the effects of catastrophic wildfires. While the above-ground response to fire has been well-documented, fewer studies have addressed the effect of prescribed fire on soil microorganisms. To understand how soil microbial communities respond to prescribed fire, we sampled four plots at a high temporal resolution (two burned, two controls), for 17 months, in a mixed conifer forest in northern California, USA. Using amplicon sequencing, we found that prescribed fire significantly altered both fungal and bacterial community structure. We found that most differentially abundant fungal taxa had a positive fold-change, while differentially abundant bacterial taxa generally had a negative fold-change. We tested the null hypothesis that these communities assembled due to neutral processes (i.e., drift and/or dispersal), finding that >90% of taxa fit this neutral prediction. However, a dynamic sub-community composed of burn-associated indicator taxa that were positively differentially abundant was enriched for non-neutral amplicon sequence variants, suggesting assembly via deterministic processes. In synthesizing these results, we identified 15 pyrophilous taxa with a significant and positive response to prescribed burns. Together, these results lay the foundation for building a process-driven understanding of microbial community assembly in the context of the classical disturbance regime of fire.
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Affiliation(s)
- Monika S Fischer
- Department of Plant and Microbial Biology, University of California, Berkeley, Berkeley, California, USA
| | - Neem J Patel
- Department of Plant and Microbial Biology, University of California, Berkeley, Berkeley, California, USA
| | - Phillip J de Lorimier
- Department of Plant and Microbial Biology, University of California, Berkeley, Berkeley, California, USA
| | - Matthew F Traxler
- Department of Plant and Microbial Biology, University of California, Berkeley, Berkeley, California, USA
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Galon EM, Macalanda AM, Sugi T, Hayashida K, Kawai N, Kidaka T, Ybañez RH, Adjou Moumouni PF, Ringo AE, Li H, Ji S, Yamagishi J, Ybañez A, Xuan X. Bovine Piroplasma Populations in the Philippines Characterized Using Targeted Amplicon Deep Sequencing. Microorganisms 2023; 11:2584. [PMID: 37894242 PMCID: PMC10609017 DOI: 10.3390/microorganisms11102584] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2023] [Revised: 10/08/2023] [Accepted: 10/17/2023] [Indexed: 10/29/2023] Open
Abstract
Molecular assays and capillary electrophoresis sequencing have been used to identify parasites in livestock. The low sample capacity, which increases labor and processing time, is one drawback. Targeted amplicon sequencing (Ampliseq) uses the fast and large sample capacity platform to identify parasites in the target host, overcoming this limitation. DNA was extracted from 162 whole blood samples collected from cattle in three provinces in the Philippines. Using Illumina's Miseq platform, the V4 hypervariable region of the piroplasma 18S rRNA gene was amplified and sequenced. The AMPtk pipeline was used to obtain distinct amplicon sequence variants (ASVs) and the NCBI BLAST non-redundant database was used to assign taxonomy. In total, 95 (58.64%) samples were positive for piroplasma. Using the AMPTk pipeline, 2179 ASVs were obtained. A total of 79 distinct ASVs were obtained after clustering and filtering, which belonged to genera Babesia (n = 58), Theileria (n = 17), Hepatozoon (n = 2), and Sarcocystis (n = 2). The ASV top hits were composed of 10 species: Babesia bovis, B. bigemina, Theileria orientalis, Babesia sp., Hepatozoon canis, Sarcocystis cruzi, T. annulata, T. equi, T. mutans, and Theileria sp. Thung Song. The results generated in this study demonstrated the applicability of Ampliseq in detecting piroplasmid parasites infecting cattle in the Philippines.
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Affiliation(s)
- Eloiza May Galon
- National Research Center for Protozoan Diseases, Obihiro University of Agriculture and Veterinary Medicine, Obihiro 080-8555, Japan; (E.M.G.); (R.H.Y.); (P.F.A.M.); (A.E.R.); (H.L.); (S.J.)
- College of Veterinary Medicine and Biomedical Sciences, Cavite State University, Indang 4122, Philippines;
| | - Adrian Miki Macalanda
- College of Veterinary Medicine and Biomedical Sciences, Cavite State University, Indang 4122, Philippines;
| | - Tatsuki Sugi
- International Institute for Zoonosis Control, Hokkaido University, Sapporo 001-0020, Japan; (T.S.); (K.H.); (N.K.); (T.K.); (J.Y.)
| | - Kyoko Hayashida
- International Institute for Zoonosis Control, Hokkaido University, Sapporo 001-0020, Japan; (T.S.); (K.H.); (N.K.); (T.K.); (J.Y.)
| | - Naoko Kawai
- International Institute for Zoonosis Control, Hokkaido University, Sapporo 001-0020, Japan; (T.S.); (K.H.); (N.K.); (T.K.); (J.Y.)
| | - Taishi Kidaka
- International Institute for Zoonosis Control, Hokkaido University, Sapporo 001-0020, Japan; (T.S.); (K.H.); (N.K.); (T.K.); (J.Y.)
| | - Rochelle Haidee Ybañez
- National Research Center for Protozoan Diseases, Obihiro University of Agriculture and Veterinary Medicine, Obihiro 080-8555, Japan; (E.M.G.); (R.H.Y.); (P.F.A.M.); (A.E.R.); (H.L.); (S.J.)
| | - Paul Franck Adjou Moumouni
- National Research Center for Protozoan Diseases, Obihiro University of Agriculture and Veterinary Medicine, Obihiro 080-8555, Japan; (E.M.G.); (R.H.Y.); (P.F.A.M.); (A.E.R.); (H.L.); (S.J.)
| | - Aaron Edmond Ringo
- National Research Center for Protozoan Diseases, Obihiro University of Agriculture and Veterinary Medicine, Obihiro 080-8555, Japan; (E.M.G.); (R.H.Y.); (P.F.A.M.); (A.E.R.); (H.L.); (S.J.)
| | - Hang Li
- National Research Center for Protozoan Diseases, Obihiro University of Agriculture and Veterinary Medicine, Obihiro 080-8555, Japan; (E.M.G.); (R.H.Y.); (P.F.A.M.); (A.E.R.); (H.L.); (S.J.)
| | - Shengwei Ji
- National Research Center for Protozoan Diseases, Obihiro University of Agriculture and Veterinary Medicine, Obihiro 080-8555, Japan; (E.M.G.); (R.H.Y.); (P.F.A.M.); (A.E.R.); (H.L.); (S.J.)
| | - Junya Yamagishi
- International Institute for Zoonosis Control, Hokkaido University, Sapporo 001-0020, Japan; (T.S.); (K.H.); (N.K.); (T.K.); (J.Y.)
| | - Adrian Ybañez
- Institute of Molecular Genetics, Parasitology, and Vector-Borne Diseases—Main Campus, Cebu Technological University, Cebu City 6000, Philippines;
- College of Veterinary Medicine—Barili Campus, Cebu Technological University, Barili 6036, Philippines
| | - Xuenan Xuan
- National Research Center for Protozoan Diseases, Obihiro University of Agriculture and Veterinary Medicine, Obihiro 080-8555, Japan; (E.M.G.); (R.H.Y.); (P.F.A.M.); (A.E.R.); (H.L.); (S.J.)
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Maillard F, Michaud TJ, See CR, DeLancey LC, Blazewicz SJ, Kimbrel JA, Pett-Ridge J, Kennedy PG. Melanization slows the rapid movement of fungal necromass carbon and nitrogen into both bacterial and fungal decomposer communities and soils. mSystems 2023; 8:e0039023. [PMID: 37338274 PMCID: PMC10469842 DOI: 10.1128/msystems.00390-23] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2023] [Accepted: 05/02/2023] [Indexed: 06/21/2023] Open
Abstract
Microbial necromass contributes significantly to both soil carbon (C) persistence and ecosystem nitrogen (N) availability, but quantitative estimates of C and N movement from necromass into soils and decomposer communities are lacking. Additionally, while melanin is known to slow fungal necromass decomposition, how it influences microbial C and N acquisition as well as elemental release into soils remains unclear. Here, we tracked decomposition of isotopically labeled low and high melanin fungal necromass and measured 13C and 15N accumulation in surrounding soils and microbial communities over 77 d in a temperate forest in Minnesota, USA. Mass loss was significantly higher from low melanin necromass, corresponding with greater 13C and 15N soil inputs. A taxonomically and functionally diverse array of bacteria and fungi was enriched in 13C and/or 15N at all sampling points, with enrichment being consistently higher on low melanin necromass and earlier in decomposition. Similar patterns of preferential C and N enrichment of many bacterial and fungal genera early in decomposition suggest that both microbial groups co-contribute to the rapid assimilation of resource-rich soil organic matter inputs. While overall richness of taxa enriched in C was higher than in N for both bacteria and fungi, there was a significant positive relationship between C and N in co-enriched taxa. Collectively, our results demonstrate that melanization acts as a key ecological trait mediating not only fungal necromass decomposition rate but also necromass C and N release and that both elements are rapidly co-utilized by diverse bacterial and fungal decomposers in natural settings. IMPORTANCE Recent studies indicate that microbial dead cells, particularly those of fungi, play an important role in long-term carbon persistence in soils. Despite this growing recognition, how the resources within dead fungal cells (also known as fungal necromass) move into decomposer communities and soils are poorly quantified, particularly in studies based in natural environments. In this study, we found that the contribution of fungal necromass to soil carbon and nitrogen availability was slowed by the amount of melanin present in fungal cell walls. Further, despite the overall rapid acquisition of carbon and nitrogen from necromass by a diverse range of both bacteria and fungi, melanization also slowed microbial uptake of both elements. Collectively, our results indicate that melanization acts as a key ecological trait mediating not only fungal necromass decomposition rate, but also necromass carbon and nitrogen release into soil as well as microbial resource acquisition.
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Affiliation(s)
- François Maillard
- Department of Plant and Microbial Biology, University of Minnesota, St. Paul, Minnesota, USA
| | - Talia J. Michaud
- Department of Plant and Microbial Biology, University of Minnesota, St. Paul, Minnesota, USA
| | - Craig R. See
- Department of Ecology, Evolution, and Behavior, University of Minnesota, St. Paul, Minnesota, USA
| | - Lang C. DeLancey
- Department of Ecology, Evolution, and Behavior, University of Minnesota, St. Paul, Minnesota, USA
| | - Steven J. Blazewicz
- Physical and Life Sciences Directorate, Lawrence Livermore National Laboratory, Livermore, California, USA
| | - Jeffrey A. Kimbrel
- Physical and Life Sciences Directorate, Lawrence Livermore National Laboratory, Livermore, California, USA
| | - Jennifer Pett-Ridge
- Physical and Life Sciences Directorate, Lawrence Livermore National Laboratory, Livermore, California, USA
- Life & Environmental Sciences Department, University of California Merced, Merced, California, USA
| | - Peter G. Kennedy
- Department of Plant and Microbial Biology, University of Minnesota, St. Paul, Minnesota, USA
- Department of Ecology, Evolution, and Behavior, University of Minnesota, St. Paul, Minnesota, USA
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Stoppiello GA, Coleine C, Moeller R, Ripa C, Billi D, Selbmann L. Seasonality Is the Main Determinant of Microbial Diversity Associated to Snow/Ice around Concordia Station on the Antarctic Polar Plateau. BIOLOGY 2023; 12:1193. [PMID: 37759592 PMCID: PMC10525097 DOI: 10.3390/biology12091193] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/12/2023] [Revised: 08/21/2023] [Accepted: 08/25/2023] [Indexed: 09/29/2023]
Abstract
The French-Italian Concordia Research Station, situated on the Antarctic Polar Plateau at an elevation of 3233 m above sea level, offers a unique opportunity to study the presence and variation of microbes introduced by abiotic or biotic vectors and, consequently, appraise the amplitude of human impact in such a pristine environment. This research built upon a previous work, which explored microbial diversity in the surface snow surrounding the Concordia Research Station. While that study successfully characterized the bacterial assemblage, detecting fungal diversity was hampered by the low DNA content. To address this knowledge gap, in the present study, we optimized the sampling by increasing ice/snow collected to leverage the final DNA yield. The V4 variable region of the 16S rDNA and Internal Transcribed Spacer (ITS1) rDNA was used to evaluate bacterial and fungal diversity. From the sequencing, we obtained 3,352,661 and 4,433,595 reads clustered in 930 and 3182 amplicon sequence variants (ASVs) for fungi and bacteria, respectively. Amplicon sequencing revealed a predominance of Basidiomycota (49%) and Ascomycota (42%) in the fungal component; Bacteroidota (65.8%) is the main representative among the bacterial phyla. Basidiomycetes are almost exclusively represented by yeast-like fungi. Our findings provide the first comprehensive overview of both fungal and bacterial diversity in the Antarctic Polar Plateau's surface snow/ice near Concordia Station and to identify seasonality as the main driver of microbial diversity; we also detected the most sensitive microorganisms to these factors, which could serve as indicators of human impact in this pristine environment and aid in planetary protection for future exploration missions.
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Affiliation(s)
- Gerardo A. Stoppiello
- Department of Ecological and Biological Sciences, University of Tuscia, 01100 Viterbo, Italy; (G.A.S.); (C.R.); (L.S.)
| | - Claudia Coleine
- Department of Ecological and Biological Sciences, University of Tuscia, 01100 Viterbo, Italy; (G.A.S.); (C.R.); (L.S.)
| | - Ralf Moeller
- Aerospace Microbiology Research Group, Radiation Biology Department, Institute of Aerospace Medicine, German Aerospace Center (DLR e.V.), D-51103 Cologne, Germany;
- Department of Natural Sciences, University of Applied Sciences Bonn-Rhein-Sieg, D-53359 Rheinbach, Germany
| | - Caterina Ripa
- Department of Ecological and Biological Sciences, University of Tuscia, 01100 Viterbo, Italy; (G.A.S.); (C.R.); (L.S.)
| | - Daniela Billi
- Department of Biology, University of Rome Tor Vergata, 00133 Rome, Italy
| | - Laura Selbmann
- Department of Ecological and Biological Sciences, University of Tuscia, 01100 Viterbo, Italy; (G.A.S.); (C.R.); (L.S.)
- Mycological Section, Italian Antarctic National Museum (MNA), 16128 Genova, Italy
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41
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Gemmellaro MD, Lorusso NS, Domke R, Kovalska KM, Hashim A, Arevalo Mojica M, O’Connor AJ, Patel U, Pate O, Raise G, Shumskaya M. Assessment of Fungal Succession in Decomposing Swine Carcasses ( Sus scrofa L.) Using DNA Metabarcoding. J Fungi (Basel) 2023; 9:866. [PMID: 37754974 PMCID: PMC10532525 DOI: 10.3390/jof9090866] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2023] [Revised: 08/16/2023] [Accepted: 08/17/2023] [Indexed: 09/28/2023] Open
Abstract
The decomposition of animal bodies is a process defined by specific stages, described by the state of the body and participation of certain guilds of invertebrates and microorganisms. While the participation of invertebrates in decomposing is well-studied and actively used in crime scene investigations, information on bacteria and fungi from the scene is rarely collected or used in the identification of important factors such as estimated time of death. Modern molecular techniques such as DNA metabarcoding allow the identification and quantification of the composition of microbial communities. In this study, we used DNA metabarcoding to monitor fungal succession during the decomposition of juvenile pigs in grasslands of New Jersey, USA. Our findings show that decomposition stages differ in a diversity of fungal communities. In particular, we noted increased fungal species richness in the more advanced stages of decomposition (e.g., bloat and decay stages), with unique fungal taxa becoming active with the progression of decay. Overall, our findings improve knowledge of how fungi contribute to forensically relevant decomposition and could help with the assessment of crime scenes.
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Affiliation(s)
| | | | - Rachel Domke
- Department of Biology, Kean University, Union, NJ 07083, USA
| | | | - Ayesha Hashim
- Department of Biology, Kean University, Union, NJ 07083, USA
| | | | | | - Urvi Patel
- Department of Biology, Kean University, Union, NJ 07083, USA
| | - Olivia Pate
- Department of Biology, Kean University, Union, NJ 07083, USA
| | - Gloria Raise
- Department of Biology, Kean University, Union, NJ 07083, USA
| | - Maria Shumskaya
- Department of Biology, Kean University, Union, NJ 07083, USA
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Cock PJA, Cooke DEL, Thorpe P, Pritchard L. THAPBI PICT-a fast, cautious, and accurate metabarcoding analysis pipeline. PeerJ 2023; 11:e15648. [PMID: 37609440 PMCID: PMC10441533 DOI: 10.7717/peerj.15648] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2023] [Accepted: 06/06/2023] [Indexed: 08/24/2023] Open
Abstract
THAPBI PICT is an open source software pipeline for metabarcoding analysis of Illumina paired-end reads, including cases of multiplexing where more than one amplicon is amplified per DNA sample. Initially a Phytophthora ITS1 Classification Tool (PICT), we demonstrate using worked examples with our own and public data sets how, with appropriate primer settings and a custom database, it can be applied to other amplicons and organisms, and used for reanalysis of existing datasets. The core dataflow of the implementation is (i) data reduction to unique marker sequences, often called amplicon sequence variants (ASVs), (ii) dynamic thresholds for discarding low abundance sequences to remove noise and artifacts (rather than error correction by default), before (iii) classification using a curated reference database. The default classifier assigns a label to each query sequence based on a database match that is either perfect, or a single base pair edit away (substitution, deletion or insertion). Abundance thresholds for inclusion can be set by the user or automatically using per-batch negative or synthetic control samples. Output is designed for practical interpretation by non-specialists and includes a read report (ASVs with classification and counts per sample), sample report (samples with counts per species classification), and a topological graph of ASVs as nodes with short edit distances as edges. Source code available from https://github.com/peterjc/thapbi-pict/ with documentation including installation instructions.
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Affiliation(s)
- Peter J. A. Cock
- Information and Computational Sciences, The James Hutton Institute, Dundee, United Kingdom
| | - David E. L. Cooke
- Cell and Molecular Sciences, The James Hutton Institute, Dundee, United Kingdom
| | - Peter Thorpe
- Cell and Molecular Sciences, The James Hutton Institute, Dundee, United Kingdom
- The Data Analysis Group, School of Life Sciences, The University of Dundee, Dundee, United Kingdom
| | - Leighton Pritchard
- Information and Computational Sciences, The James Hutton Institute, Dundee, United Kingdom
- Strathclyde Institute of Pharmacy and Biomedical Sciences, University of Strathclyde, Glasgow, United Kingdom
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43
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Olofintila OE, Noel ZA. Soybean and Cotton Spermosphere Soil Microbiome Shows Dominance of Soilborne Copiotrophs. Microbiol Spectr 2023; 11:e0037723. [PMID: 37260391 PMCID: PMC10434258 DOI: 10.1128/spectrum.00377-23] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2023] [Accepted: 05/14/2023] [Indexed: 06/02/2023] Open
Abstract
The spermosphere is the transient, immediate zone of soil around imbibing and germinating seeds. It represents a habitat where there is contact between seed-associated microbes and soil microbes, but it is studied less than other plant habitats. Previous studies on spermosphere microbiology were primarily culture based or did not sample the spermosphere soil as initially defined in space and time. Thus, the objectives of this study were to develop an efficient strategy to collect spermosphere soils around imbibing soybean and cotton in nonsterile soil and investigate changes in microbial communities. The method employed sufficiently collected spermosphere soil as initially defined in space by constraining the soil sampled with a cork borer and confining the soil to a 12-well microtiter plate. Spermosphere prokaryote composition changed over time and depended on the crop within 6 h after seeds were sown. By 12 to 18 h, crops had unique microbial communities in spermosphere soils. Prokaryote evenness dropped following seed imbibition, with the proliferation of copiotrophic soil bacteria. Due to their long history of plant growth promotion, prokaryote operational taxonomic units (OTUs) in Bacillus, Paenibacillus, Burkholderia, Massilia, Azospirillum, and Pseudomonas were notable organisms enriched. Fungi and prokaryotes were hub taxa in cotton and soybean spermosphere networks. Additionally, the enriched taxa were not hubs in networks, suggesting that other taxa besides those enriched may be important for spermosphere communities. Overall, this study advances knowledge in the assembly of the plant microbiome early in a plant's life, which may have plant health implications in more mature plant growth stages. IMPORTANCE The central hypothesis of this research was that plant species and seed exudate release would alter the assembly of microbes in the spermosphere soil. Our research investigated the response of microbes to the initial burst of nutrients into the spermosphere soil, filling knowledge gaps from previous studies that pregerminated seeds under sterile conditions. We identified several copiotrophic bacterial lineages with a long history of plant growth promotion proliferating in response to the initial exudate release. With a comparative network approach, we show that these copiotrophic bacteria are not central to networks, demonstrating that other microbes (including fungi) may be important for community structure. This study improves knowledge on microbial dynamics in the understudied spermosphere and helps inform solutions for biologically or ecologically motivated solutions to spermosphere pathogens.
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Affiliation(s)
| | - Zachary A. Noel
- Department of Entomology and Plant Pathology, Auburn University, Auburn, Alabama, USA
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Barili S, Bernetti A, Sannino C, Montegiove N, Calzoni E, Cesaretti A, Pinchuk I, Pezzolla D, Turchetti B, Buzzini P, Emiliani C, Gigliotti G. Impact of PVC microplastics on soil chemical and microbiological parameters. ENVIRONMENTAL RESEARCH 2023; 229:115891. [PMID: 37059323 DOI: 10.1016/j.envres.2023.115891] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/02/2023] [Revised: 03/15/2023] [Accepted: 04/11/2023] [Indexed: 05/21/2023]
Abstract
Microplastics (MPs) are emerging pollutants whose occurrence is a global problem in natural ecosystems including soil. Among MPs, polyvinyl chloride (PVC) is a well-known polymer with remarkable resistance to degradation, and because its recalcitrant nature serious environmental concerns are created during manufacturing and waste disposal. The effect of PVC (0.021% w/w) on chemical and microbial parameters of an agricultural soil was tested by a microcosm experiment at different incubation times (from 3 to 360 days). Among chemical parameters, soil CO2 emission, fluorescein diacetate (FDA) activity, total organic C (TOC), total N, water extractable organic C (WEOC), water extractable N (WEN) and SUVA254 were considered, while the structure of soil microbial communities was studied at different taxonomic levels (phylum and genus) by sequencing bacterial 16S and fungal ITS2 rDNA (Illumina MiSeq). Although some fluctuations were found, chemical and microbiological parameters exhibited some significant trends. Significant (p < 0.05) variations of soil CO2 emission, FDA hydrolysis, TOC, WEOC and WEN were found in PVC-treated soils over different incubation times. Considering the structure of soil microbial communities, the presence of PVC significantly (p < 0.05) affected the abundances of specific bacterial and fungal taxa: Candidatus_Saccharibacteria, Proteobacteria, Actinobacteria, Acidobacteria and Bacteroides among bacteria, and Basidiomycota, Mortierellomycota and Ascomycota among fungi. After one year of experiment, a reduction of the number and the dimensions of PVC was detected supposing a possible role of microorganisms on PVC degradation. The abundance of both bacterial and fungal taxa at phylum and genus level was also affected by PVC, suggesting that the impact of this polymer could be taxa-dependent.
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Affiliation(s)
- Sofia Barili
- Department of Civil and Environmental Engineering, University of Perugia, Italy
| | - Alessandro Bernetti
- Department of Agricultural, Food and Environmental Science, University of Perugia, Italy
| | - Ciro Sannino
- Department of Agricultural, Food and Environmental Science, University of Perugia, Italy.
| | - Nicolò Montegiove
- Department of Chemistry, Biology and Biotechnology, University of Perugia, Italy
| | - Eleonora Calzoni
- Department of Chemistry, Biology and Biotechnology, University of Perugia, Italy
| | - Alessio Cesaretti
- Department of Chemistry, Biology and Biotechnology, University of Perugia, Italy
| | - Irina Pinchuk
- Department of Agricultural, Food and Environmental Science, University of Perugia, Italy
| | - Daniela Pezzolla
- Department of Civil and Environmental Engineering, University of Perugia, Italy
| | - Benedetta Turchetti
- Department of Agricultural, Food and Environmental Science, University of Perugia, Italy
| | - Pietro Buzzini
- Department of Agricultural, Food and Environmental Science, University of Perugia, Italy
| | - Carla Emiliani
- Department of Chemistry, Biology and Biotechnology, University of Perugia, Italy
| | - Giovanni Gigliotti
- Department of Civil and Environmental Engineering, University of Perugia, Italy
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Hansen FA, James DK, Anderson JP, Meredith CS, Dominguez AJ, Pombubpa N, Stajich JE, Romero-Olivares AL, Salley SW, Pietrasiak N. Landscape characteristics shape surface soil microbiomes in the Chihuahuan Desert. Front Microbiol 2023; 14:1135800. [PMID: 37350785 PMCID: PMC10282155 DOI: 10.3389/fmicb.2023.1135800] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/01/2023] [Accepted: 05/02/2023] [Indexed: 06/24/2023] Open
Abstract
Introduction Soil microbial communities, including biological soil crust microbiomes, play key roles in water, carbon and nitrogen cycling, biological weathering, and other nutrient releasing processes of desert ecosystems. However, our knowledge of microbial distribution patterns and ecological drivers is still poor, especially so for the Chihuahuan Desert. Methods This project investigated the effects of trampling disturbance on surface soil microbiomes, explored community composition and structure, and related patterns to abiotic and biotic landscape characteristics within the Chihuahuan Desert biome. Composite soil samples were collected in disturbed and undisturbed areas of 15 long-term ecological research plots in the Jornada Basin, New Mexico. Microbial diversity of cross-domain microbial groups (total Bacteria, Cyanobacteria, Archaea, and Fungi) was obtained via DNA amplicon metabarcode sequencing. Sequence data were related to landscape characteristics including vegetation type, landforms, ecological site and state as well as soil properties including gravel content, soil texture, pH, and electrical conductivity. Results Filamentous Cyanobacteria dominated the photoautotrophic community while Proteobacteria and Actinobacteria dominated among the heterotrophic bacteria. Thaumarchaeota were the most abundant Archaea and drought adapted taxa in Dothideomycetes and Agaricomycetes were most abundant fungi in the soil surface microbiomes. Apart from richness within Archaea (p = 0.0124), disturbed samples did not differ from undisturbed samples with respect to alpha diversity and community composition (p ≥ 0.05), possibly due to a lack of frequent or impactful disturbance. Vegetation type and landform showed differences in richness of Bacteria, Archaea, and Cyanobacteria but not in Fungi. Richness lacked strong relationships with soil variables. Landscape features including parent material, vegetation type, landform type, and ecological sites and states, exhibited stronger influence on relative abundances and microbial community composition than on alpha diversity, especially for Cyanobacteria and Fungi. Soil texture, moisture, pH, electrical conductivity, lichen cover, and perennial plant biomass correlated strongly with microbial community gradients detected in NMDS ordinations. Discussion Our study provides first comprehensive insights into the relationships between landscape characteristics, associated soil properties, and cross-domain soil microbiomes in the Chihuahuan Desert. Our findings will inform land management and restoration efforts and aid in the understanding of processes such as desertification and state transitioning, which represent urgent ecological and economical challenges in drylands around the world.
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Affiliation(s)
- Frederick A. Hansen
- Department of Biology, New Mexico State University, Las Cruces, NM, United States
| | - Darren K. James
- Jornada Experimental Range Department, New Mexico State University, Las Cruces, NM, United States
| | - John P. Anderson
- Jornada Experimental Range Department, New Mexico State University, Las Cruces, NM, United States
| | | | - Andrew J. Dominguez
- Plant and Environmental Sciences Department, New Mexico State University, Las Cruces, NM, United States
| | - Nuttapon Pombubpa
- Department of Microbiology, Faculty of Science, Chulalongkorn University, Bangkok, Thailand
- Department of Microbiology and Plant Pathology, University of California, Riverside, Riverside, CA, United States
| | - Jason E. Stajich
- Department of Microbiology and Plant Pathology, University of California, Riverside, Riverside, CA, United States
| | | | - Shawn W. Salley
- U.S. Department of Agriculture-Natural Resources Conservation Service, Jornada Experimental Range, Las Cruces, NM, United States
| | - Nicole Pietrasiak
- Plant and Environmental Sciences Department, New Mexico State University, Las Cruces, NM, United States
- School of Life Sciences, University of Nevada, Las Vegas, Las Vegas, NV, United States
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46
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Hogan JA, Jusino MA, Smith ME, Corrales A, Song X, Hu YH, Yang J, Cao M, Valverde-Barrantes OJ, Baraloto C. Root-associated fungal communities are influenced more by soils than by plant-host root traits in a Chinese tropical forest. THE NEW PHYTOLOGIST 2023; 238:1849-1864. [PMID: 36808625 DOI: 10.1111/nph.18821] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/12/2022] [Accepted: 02/14/2023] [Indexed: 05/04/2023]
Abstract
Forest fungal communities are shaped by the interactions between host tree root systems and the associated soil conditions. We investigated how the soil environment, root morphological traits, and root chemistry influence root-inhabiting fungal communities in three tropical forest sites of varying successional status in Xishuangbanna, China. For 150 trees of 66 species, we measured root morphology and tissue chemistry. Tree species identity was confirmed by sequencing rbcL, and root-associated fungal (RAF) communities were determined using high-throughput ITS2 sequencing. Using distance-based redundancy analysis and hierarchical variation partitioning, we quantified the relative importance of two soil variables (site average total phosphorus and available phosphorus), four root traits (dry matter content, tissue density, specific tip abundance, and forks), and three root tissue elemental concentrations (nitrogen, calcium, and manganese) on RAF community dissimilarity. The root and soil environment collectively explained 23% of RAF compositional variation. Soil phosphorus explained 76% of that variation. Twenty fungal taxa differentiated RAF communities among the three sites. Soil phosphorus most strongly affects RAF assemblages in this tropical forest. Variation in root calcium and manganese concentrations and root morphology among tree hosts, principally an architectural trade-off between dense, highly branched vs less-dense, herringbone-type root systems, are important secondary determinants.
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Affiliation(s)
- J Aaron Hogan
- Department of Biological Sciences, Institute of Environment, Florida International University, Miami, FL, 33199, USA
| | - Michelle A Jusino
- Department of Plant Pathology, University of Florida, Gainesville, FL, 32611, USA
- USDA Forest Service, Northern Research Station, Center for Forest Mycology Research, Madison, WI, 53726, USA
| | - Matthew E Smith
- Department of Plant Pathology, University of Florida, Gainesville, FL, 32611, USA
| | - Adriana Corrales
- Department of Plant Pathology, University of Florida, Gainesville, FL, 32611, USA
- Centro de Investigaciones en Microbiología y Biotecnología-UR (CIMBIUR), Facultad de Ciencias Naturales, Universidad del Rosario, Bogotá, 111221, Colombia
| | - Xiaoyang Song
- CAS Key Laboratory of Tropical Forest Ecology, Xishuangbanna Tropical Botanical Garden, Chinese Academy of Sciences, Yunnan, 666303, China
| | - Yue-Hua Hu
- CAS Key Laboratory of Tropical Forest Ecology, Xishuangbanna Tropical Botanical Garden, Chinese Academy of Sciences, Yunnan, 666303, China
| | - Jie Yang
- CAS Key Laboratory of Tropical Forest Ecology, Xishuangbanna Tropical Botanical Garden, Chinese Academy of Sciences, Yunnan, 666303, China
| | - Min Cao
- CAS Key Laboratory of Tropical Forest Ecology, Xishuangbanna Tropical Botanical Garden, Chinese Academy of Sciences, Yunnan, 666303, China
| | - Oscar J Valverde-Barrantes
- Department of Biological Sciences, Institute of Environment, Florida International University, Miami, FL, 33199, USA
| | - Christopher Baraloto
- Department of Biological Sciences, Institute of Environment, Florida International University, Miami, FL, 33199, USA
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Liu M, Munoz G, Hermiston J, Zhang J, Vo Duy S, Wang D, Sundar Dey A, Bottos EM, Van Hamme JD, Lee LS, Sauvé S, Liu J. High Persistence of Novel Polyfluoroalkyl Betaines in Aerobic Soils. ENVIRONMENTAL SCIENCE & TECHNOLOGY 2023; 57:7442-7453. [PMID: 37144860 DOI: 10.1021/acs.est.2c07395] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/06/2023]
Abstract
Some contemporary aqueous film-forming foams (AFFFs) contain n:3 and n:1:2 fluorotelomer betaines (FTBs), which are often detected at sites impacted by AFFFs. As new chemical replacements, little is known about their environmental fate. For the first time, we investigated the biotransformation potential of 5:3 and 5:1:2 FTBs and a commercial AFFF that mainly contains n:3 and n:1:2 FTBs (n = 5, 7, 9, 11, and 13). Although some polyfluoroalkyl compounds are precursors to perfluoroalkyl acids, 5:3 and 5:1:2 FTBs exhibited high persistence, with no significant changes even after 120 days of incubation. While the degradation of 5:3 FTB into suspected products such as fluorotelomer acids or perfluoroalkyl carboxylic acids (PFCAs) could not be conclusively confirmed, we did identify a potential biotransformation product, 5:3 fluorotelomer methylamine. Similarly, 5:1:2 FTB did not break down or produce short-chain hydrogen-substituted polyfluoroalkyl acids (n:2 H-FTCA), hydrogen-substituted PFCA (2H-PFCA), or any other products. Incubating the AFFF in four soils with differing properties and microbial communities resulted in 0.023-0.25 mol % PFCAs by day 120. Most of the products are believed to be derived from n:2 fluorotelomers, minor components of the AFFF. Therefore, the findings of the study cannot be fully explained by the current understanding of structure-biodegradability relationships.
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Affiliation(s)
- Min Liu
- Department of Civil Engineering, McGill University, Montreal, Quebec H3A 0C3, Canada
| | - Gabriel Munoz
- Department of Chemistry, Université de Montréal, Montreal, Quebec H2V 0B3, Canada
| | - Juliana Hermiston
- Department of Biological Sciences, Thompson Rivers University, Kamloops, British Columbia V2C 0C8, Canada
| | - Ju Zhang
- Department of Civil Engineering, McGill University, Montreal, Quebec H3A 0C3, Canada
| | - Sung Vo Duy
- Department of Chemistry, Université de Montréal, Montreal, Quebec H2V 0B3, Canada
| | - Dan Wang
- Department of Civil Engineering, McGill University, Montreal, Quebec H3A 0C3, Canada
| | - Anindya Sundar Dey
- Department of Civil Engineering, McGill University, Montreal, Quebec H3A 0C3, Canada
| | - Eric M Bottos
- Department of Biological Sciences, Thompson Rivers University, Kamloops, British Columbia V2C 0C8, Canada
| | - Jonathan D Van Hamme
- Department of Biological Sciences, Thompson Rivers University, Kamloops, British Columbia V2C 0C8, Canada
| | - Linda S Lee
- Department of Agronomy, Purdue University, West Lafayette, Indiana 47906, United States
| | - Sébastien Sauvé
- Department of Chemistry, Université de Montréal, Montreal, Quebec H2V 0B3, Canada
| | - Jinxia Liu
- Department of Civil Engineering, McGill University, Montreal, Quebec H3A 0C3, Canada
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Piano E, Biagioli F, Nicolosi G, Coleine C, Poli A, Prigione V, Zanellati A, Addesso R, Varese GC, Selbmann L, Isaia M. Tourism affects microbial assemblages in show caves. THE SCIENCE OF THE TOTAL ENVIRONMENT 2023; 871:162106. [PMID: 36764528 DOI: 10.1016/j.scitotenv.2023.162106] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/15/2022] [Revised: 01/30/2023] [Accepted: 02/04/2023] [Indexed: 06/18/2023]
Abstract
Anthropogenic disturbance on natural ecosystems is growing in frequency and magnitude affecting all ecosystems components. Understanding the response of different types of biocoenosis to human disturbance is urgently needed and it can be achieved by adopting a metacommunity framework. With the aid of advanced molecular techniques, we investigated sediment communities of Fungi, Bacteria and Archaea in four Italian show caves, aiming to disentangle the effects induced by tourism on their diversity and to highlight changes in the driving forces that shape their community composition. We modelled diversity measures against proxies of tourism pressure. With this approach we demonstrate that the cave tourism has a direct effect on the community of Bacteria and an indirect influence on Fungi and Archaea. By analysing the main driving forces influencing the community composition of the three microbial groups, we highlighted that stochastic factors override dispersal-related processes and environmental selection in show caves compared to undisturbed areas. Thanks to this approach, we provide new perspectives on the dynamics of microbial communities under human disturbance suggesting that a proper understanding of the underlying selective mechanisms requires a comprehensive and multi-taxonomic approach.
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Affiliation(s)
- Elena Piano
- Department of Life Sciences and Systems Biology, University of Torino, Via Accademia Albertina 13, 10123 Torino, Italy
| | - Federico Biagioli
- Department of Ecological and Biological Sciences, University of Tuscia, Largo dell'Università, 01100 Viterbo, Italy
| | - Giuseppe Nicolosi
- Department of Life Sciences and Systems Biology, University of Torino, Via Accademia Albertina 13, 10123 Torino, Italy
| | - Claudia Coleine
- Department of Ecological and Biological Sciences, University of Tuscia, Largo dell'Università, 01100 Viterbo, Italy
| | - Anna Poli
- Mycotheca Universitatis Taurinensis, Department of Life Sciences and Systems Biology, University of Torino, Viale Mattioli 25, 10125 Torino, Italy
| | - Valeria Prigione
- Mycotheca Universitatis Taurinensis, Department of Life Sciences and Systems Biology, University of Torino, Viale Mattioli 25, 10125 Torino, Italy
| | - Andrea Zanellati
- Mycotheca Universitatis Taurinensis, Department of Life Sciences and Systems Biology, University of Torino, Viale Mattioli 25, 10125 Torino, Italy
| | - Rosangela Addesso
- Department of Chemistry and Biology "Adolfo Zambelli", University of Salerno, Via Giovanni Paolo II 132, 84084 Fisciano, SA, Italy
| | - Giovanna Cristina Varese
- Mycotheca Universitatis Taurinensis, Department of Life Sciences and Systems Biology, University of Torino, Viale Mattioli 25, 10125 Torino, Italy
| | - Laura Selbmann
- Department of Ecological and Biological Sciences, University of Tuscia, Largo dell'Università, 01100 Viterbo, Italy
| | - Marco Isaia
- Department of Life Sciences and Systems Biology, University of Torino, Via Accademia Albertina 13, 10123 Torino, Italy.
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Sannino C, Borruso L, Mezzasoma A, Turchetti B, Ponti S, Buzzini P, Mimmo T, Guglielmin M. The Unusual Dominance of the Yeast Genus Glaciozyma in the Deeper Layer in an Antarctic Permafrost Core (Adélie Cove, Northern Victoria Land) Is Driven by Elemental Composition. J Fungi (Basel) 2023; 9:jof9040435. [PMID: 37108890 PMCID: PMC10145851 DOI: 10.3390/jof9040435] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2023] [Revised: 03/24/2023] [Accepted: 03/28/2023] [Indexed: 04/05/2023] Open
Abstract
Rock glaciers are relatively common in Antarctic permafrost areas and could be considered postglacial cryogenic landforms. Although the extensive presence of rock glaciers, their chemical–physical and biotic composition remain scarce. Chemical–physical parameters and fungal community (by sequencing the ITS2 rDNA, Illumina MiSeq) parameters of a permafrost core were studied. The permafrost core, reaching a depth of 6.10 m, was divided into five units based on ice content. The five units (U1–U5) of the permafrost core exhibited several significant (p < 0.05) differences in terms of chemical and physical characteristics, and significant (p < 0.05) higher values of Ca, K, Li, Mg, Mn, S, and Sr were found in U5. Yeasts dominated on filamentous fungi in all the units of the permafrost core; additionally, Ascomycota was the prevalent phylum among filamentous forms, while Basidiomycota was the dominant phylum among yeasts. Surprisingly, in U5 the amplicon sequence variants (ASVs) assigned to the yeast genus Glaciozyma represented about two-thirds of the total reads. This result may be considered extremely rare in Antarctic yeast diversity, especially in permafrost habitats. Based on of the chemical–physical composition of the units, the dominance of Glaciozyma in the deepest unit was correlated with the elemental composition of the core.
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Affiliation(s)
- Ciro Sannino
- Industrial Yeasts Collection DBVPG, Department of Agricultural, Food and Environmental Sciences, University of Perugia, 06121 Perugia, Italy
| | - Luigimaria Borruso
- Faculty of Science and Technology, Free University of Bozen-Bolzano, 39100 Bozen-Bolzano, Italy
| | - Ambra Mezzasoma
- Industrial Yeasts Collection DBVPG, Department of Agricultural, Food and Environmental Sciences, University of Perugia, 06121 Perugia, Italy
| | - Benedetta Turchetti
- Industrial Yeasts Collection DBVPG, Department of Agricultural, Food and Environmental Sciences, University of Perugia, 06121 Perugia, Italy
| | - Stefano Ponti
- Department of Theoretical and Applied Sciences, Insubria University, 21100 Varese, Italy
| | - Pietro Buzzini
- Industrial Yeasts Collection DBVPG, Department of Agricultural, Food and Environmental Sciences, University of Perugia, 06121 Perugia, Italy
| | - Tanja Mimmo
- Faculty of Science and Technology, Free University of Bozen-Bolzano, 39100 Bozen-Bolzano, Italy
| | - Mauro Guglielmin
- Department of Theoretical and Applied Sciences, Insubria University, 21100 Varese, Italy
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50
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Karlsen-Ayala E, Jusino MA, Gazis R, Smith ME. Habitat matters: The role of spore bank fungi in early seedling establishment of Florida slash pines. FUNGAL ECOL 2023. [DOI: 10.1016/j.funeco.2022.101210] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/02/2022]
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