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Liu Z, Zeng J, Zhang J, Chen J, Wang K, Zhang S. Characterization of surface microbial communities on four seaweed species from the East China Sea. MARINE ENVIRONMENTAL RESEARCH 2025; 205:106994. [PMID: 39923430 DOI: 10.1016/j.marenvres.2025.106994] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/12/2024] [Revised: 02/01/2025] [Accepted: 02/03/2025] [Indexed: 02/11/2025]
Abstract
Sargassum thunbergii (ST), Sargassum horneri (SH), Grateloupia livida (GI), and Ulva pertusa (UP) are common seaweed in the East China Sea. This study investigated the epiphytic microbial communities associated with these four seaweeds in the intertidal zone of Gouqi Island, using natural seawater (SW) and sediment (S) as controls. High-throughput sequencing of 16S rRNA gene amplicons was employed to compare the community structures. The results indicated that ST exhibited lower microbial diversity and species richness compared to the other three seaweeds. Non-metric multidimensional scaling (NMDS) and principal coordinate analysis (PCoA) revealed significant differences in the community structures of epiphytic microbiota on the four seaweeds compared to those in seawater (P < 0.05). The microbial community of ST was significantly distinct from those of the other three seaweeds (P < 0.05), while no significant differences were observed among UP, GI, and SH. LEfSe analysis identified 24 biomarkers, distributed as follows: 18 for SW, 4 for ST, 1 for UP, 3 for S, 1 for GI, and 3 for SH. The dominant bacterial phyla in the epiphytic microbial communities of the four seaweeds were Proteobacteria, Firmicutes, and Bacteroidota, with relative abundances ranging from 84.35 % to 94.98 %. At the genus level, the top 10 taxa in relative abundance exhibited distinct compositional differences among the four seaweeds, demonstrating host specificity. Ecological functional predictions using FAPROTAX indicated that the epiphytic microbial communities were associated with metabolic processes such as nitrogen respiration, nitrate respiration, sulfur compound respiration, and oil bioremediation. By comparing the diversity and structural characteristics of epiphytic microbial communities on the four seaweeds, this study provides a theoretical basis for further understanding the ecological roles of seaweed.
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Affiliation(s)
- Zhangbin Liu
- College of Oceanography and Ecological Science, Shanghai Ocean University, No.999, Hucheng Huan Road, Pudong New Area, Shanghai, 201306, China; Graduate School of Bioresource and Bioenvironmental Sciences, Kyushu University, 744, Motooka, Nishi-ku, Fukuoka-shi, Fukuoka, 819-0395, Japan
| | - Jiao Zeng
- College of Oceanography and Ecological Science, Shanghai Ocean University, No.999, Hucheng Huan Road, Pudong New Area, Shanghai, 201306, China; Graduate School of Bioresource and Bioenvironmental Sciences, Kyushu University, 744, Motooka, Nishi-ku, Fukuoka-shi, Fukuoka, 819-0395, Japan
| | - Jian Zhang
- College of Oceanography and Ecological Science, Shanghai Ocean University, No.999, Hucheng Huan Road, Pudong New Area, Shanghai, 201306, China; Graduate School of Environmental Science, Hokkaido University, Kita 11, Nishi 10, Kita-ku, Sapporo, 060-0811, Japan
| | - Jianqu Chen
- College of Oceanography and Ecological Science, Shanghai Ocean University, No.999, Hucheng Huan Road, Pudong New Area, Shanghai, 201306, China
| | - Kai Wang
- College of Oceanography and Ecological Science, Shanghai Ocean University, No.999, Hucheng Huan Road, Pudong New Area, Shanghai, 201306, China
| | - Shouyu Zhang
- College of Oceanography and Ecological Science, Shanghai Ocean University, No.999, Hucheng Huan Road, Pudong New Area, Shanghai, 201306, China.
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Montie S, Schiel DR, Thomsen MS. Shifts in foundation species dominance and altered interaction networks after compounding seismic uplift and extreme marine heatwaves. MARINE ENVIRONMENTAL RESEARCH 2024; 202:106738. [PMID: 39265327 DOI: 10.1016/j.marenvres.2024.106738] [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: 04/24/2024] [Revised: 08/07/2024] [Accepted: 09/03/2024] [Indexed: 09/14/2024]
Abstract
Seismic activity, erosion, sedimentation, and extreme temperatures can cause compounding large-scale disturbances to marine organisms, like large intertidal foundational seaweeds. In November 2016, a 7.8 Mw earthquake uplifted 130 km of coastline by 0.5-6 m near Kaikōura, New Zealand and thereby increased intertidal desiccation, aerial temperatures, reef erosion, and water turbidity. Furthermore, stress on uplifted intertidal species was compounded by unprecedented marine heatwaves over the summer of 2017/18. Here we documented altered dominances of large foundational seaweed and possible flow-on effects on seaweed-associated flora and fauna, following the uplift and heatwaves. These compounding disturbances caused instant high canopy loss of the dominant primary foundation species - the large perennial canopy-forming southern bull kelp Durvillaea antarctica - and no post-disturbance recovery, suggesting a maintenance threshold has been exceeded. After canopy loss of the primary foundation species, alternative foundation species - i.e., subordinate competitors under pre-disturbance conditions (the perennial canopy-forming fucoids Carpophyllum maschalocarpum, Cystophora scalaris, and Hormosira banksii) increased in abundance. Furthermore, field observations of attachment interaction networks demonstrated that the primary and alternative foundation species facilitated different sessile and mobile taxa. For example, the smaller and more morphologically complex C. maschalocarpum, H. banksii, and C. scalaris, supported more novel attachment associations, whereas the larger Durvillaea supported longer attachment chains. Overall, our results highlight abrupt and potentially long-lasting ecological changes after compounding disturbances, which altered dominance hierarchies. Alternative foundation species are now more common than the pre-disturbance primary foundation species, with flow-on effects on wider communities that depend on biogenic habitats.
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Affiliation(s)
- Shinae Montie
- Marine Ecology Research Group, School of Biological Sciences, University of Canterbury, 8041, Christchurch, New Zealand; UWA Oceans Institute and School of Biological Sciences, University of Western Australia, Crawley, 6009, Western Australia, Australia.
| | - David R Schiel
- Marine Ecology Research Group, School of Biological Sciences, University of Canterbury, 8041, Christchurch, New Zealand
| | - Mads S Thomsen
- Marine Ecology Research Group, School of Biological Sciences, University of Canterbury, 8041, Christchurch, New Zealand; Aarhus University, Department of Ecoscience, 4000, Roskilde, Denmark
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3
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Saha M, Dittami SM, Chan CX, Raina JB, Stock W, Ghaderiardakani F, Valathuparambil Baby John AM, Corr S, Schleyer G, Todd J, Cardini U, Bengtsson MM, Prado S, Skillings D, Sonnenschein EC, Engelen AH, Wang G, Wichard T, Brodie J, Leblanc C, Egan S. Progress and future directions for seaweed holobiont research. THE NEW PHYTOLOGIST 2024; 244:364-376. [PMID: 39137959 DOI: 10.1111/nph.20018] [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: 03/19/2024] [Accepted: 07/03/2024] [Indexed: 08/15/2024]
Abstract
In the marine environment, seaweeds (i.e. marine macroalgae) provide a wide range of ecological services and economic benefits. Like land plants, seaweeds do not provide these services in isolation, rather they rely on their associated microbial communities, which together with the host form the seaweed holobiont. However, there is a poor understanding of the mechanisms shaping these complex seaweed-microbe interactions, and of the evolutionary processes underlying these interactions. Here, we identify the current research challenges and opportunities in the field of seaweed holobiont biology. We argue that identifying the key microbial partners, knowing how they are recruited, and understanding their specific function and their relevance across all seaweed life history stages are among the knowledge gaps that are particularly important to address, especially in the context of the environmental challenges threatening seaweeds. We further discuss future approaches to study seaweed holobionts, and how we can apply the holobiont concept to natural or engineered seaweed ecosystems.
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Affiliation(s)
- Mahasweta Saha
- Plymouth Marine Laboratory, Marine Ecology and Biodiversity, Prospect Place, Plymouth, PL1 3DH, UK
| | - Simon M Dittami
- CNRS, Integrative Biology of Marine Models Laboratory (LBI2M, UMR 8227), Station Biologique de Roscoff, Place Georges Teissier, Sorbonne Université, Roscoff, 29680, France
| | - Cheong Xin Chan
- Australian Centre for Ecogenomics, School of Chemistry and Molecular Biosciences, The University of Queensland, Brisbane, Qld, 4072, Australia
| | - Jean-Baptiste Raina
- Climate Change Cluster, Faculty of Science, University of Technology Sydney, Ultimo, NSW, 2007, Australia
| | - Willem Stock
- Phycology Research Group, Ghent University, Krijgslaan 281 Sterre S8, Ghent, 9000, Belgium
| | - Fatemeh Ghaderiardakani
- Institute for Inorganic and Analytical Chemistry, Friedrich Schiller University Jena, Lessingstr. 8, Jena, 07743, Germany
| | | | - Shauna Corr
- Plymouth Marine Laboratory, Marine Ecology and Biodiversity, Prospect Place, Plymouth, PL1 3DH, UK
| | - Guy Schleyer
- Department of Biomolecular Chemistry, Leibniz Institute for Natural Product Research and Infection Biology (HKI), Beutenbergstr. 11a, Jena, 07745, Germany
| | - Jonathan Todd
- School of Biological Sciences, University of East Anglia, Norwich Research Park, Norwich, NR4 7TJ, UK
- Frontiers Science Center for Deep Ocean Multispheres and Earth System, and College of Marine Life Sciences, Ocean University of China, Qingdao, 266003, China
| | - Ulisse Cardini
- Department of Integrative Marine Ecology (EMI), Genoa Marine Centre, Stazione Zoologica Anton Dohrn - National Institute of Marine Biology, Ecology and Biotechnology, Genoa, 16126, Italy
| | - Mia M Bengtsson
- Institute of Microbiology, University of Greifswald, Felix-Hausdorff-Str. 8, Greifswald, 17489, Germany
| | - Soizic Prado
- National Museum of Natural History, Unit Molecules of Communication and Adaptation of Microorganisms (UMR 7245), Paris, France
| | - Derek Skillings
- Department of Philosophy, University of North Carolina Greensboro, Greensboro, NC, 27402, USA
| | - Eva C Sonnenschein
- Department of Biosciences, Swansea University, Singleton Park, Swansea, SA2 8PP, UK
| | | | - Gaoge Wang
- College of Marine Life Sciences, Ocean University of China, Qingdao, 266003, China
- Institute of Evolution & Marine Biodiversity, Ocean University of China, Qingdao, 266003, China
- MoE Key Laboratory of Evolution & Marine Biodiversity, Ocean University of China, Qingdao, 266003, China
| | - Thomas Wichard
- Institute for Inorganic and Analytical Chemistry, Friedrich Schiller University Jena, Lessingstr. 8, Jena, 07743, Germany
| | - Juliet Brodie
- Natural History Museum, Research, Cromwell Road, London, SW7 5BD, UK
| | - Catherine Leblanc
- CNRS, Integrative Biology of Marine Models Laboratory (LBI2M, UMR 8227), Station Biologique de Roscoff, Place Georges Teissier, Sorbonne Université, Roscoff, 29680, France
| | - Suhelen Egan
- Centre for Marine Science and Innovation (CMSI), School of Biological, Earth and Environmental Sciences (BEES), UNSW Sydney, Sydney, NSW, 2052, Australia
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Nahor O, Israel Á, Barger N, Rubin-Blum M, Luzzatto-Knaan T. Epiphytic microbiome associated with intertidal seaweeds in the Mediterranean Sea: comparative analysis of bacterial communities across seaweed phyla. Sci Rep 2024; 14:18631. [PMID: 39128929 PMCID: PMC11317491 DOI: 10.1038/s41598-024-69362-y] [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: 05/08/2024] [Accepted: 08/05/2024] [Indexed: 08/13/2024] Open
Abstract
The complex interactions between epiphytic bacteria and marine macroalgae are still poorly understood, with limited knowledge about their community structure, interactions, and functions. This study focuses on comparing epiphytic prokaryotes community structure between three seaweed phyla; Chlorophyta, Rhodophyta, and Heterokontophyta in an easternmost rocky intertidal site of the Mediterranean Sea. By taking a snapshot approach and simultaneously collecting seaweed samples from the same habitat, we minimize environmental variations that could affect epiphytic bacterial assembly, thereby emphasizing host specificity. Through 16S rRNA gene amplicon sequencing, we identified that the microbial community composition was more similar within the same seaweed phylum host compared to seaweed host from other phyla. Furthermore, exclusive Amplicon Sequence Variants (ASVs) were identified for each algal phyla despite sharing higher taxonomic classifications across the other phyla. Analysis of niche breadth indices uncovers distinctive affinities and potential specialization among seaweed host phyla, with 39% of all ASVs identified as phylum specialists and 13% as generalists. Using taxonomy function prediction, we observed that the taxonomic variability does not significantly impact functional redundancy, suggesting resilience to disturbance. The study concludes that epiphytic bacteria composition is connected to host taxonomy, possibly influenced by shared morphological and chemical traits among genetically related hosts, implying a potential coevolutionary relationship between specific bacteria and their host seaweeds.
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Affiliation(s)
- Omri Nahor
- Department of Marine Biology, The Charney School of Marine Sciences, University of Haifa, Haifa, Israel
- Israel Oceanographic and Limnological Research, Tel Shikmona, Haifa, Israel
| | - Álvaro Israel
- Israel Oceanographic and Limnological Research, Tel Shikmona, Haifa, Israel
| | - Nataly Barger
- Department of Marine Biology, The Charney School of Marine Sciences, University of Haifa, Haifa, Israel
| | - Maxim Rubin-Blum
- Department of Marine Biology, The Charney School of Marine Sciences, University of Haifa, Haifa, Israel
- Israel Oceanographic and Limnological Research, Tel Shikmona, Haifa, Israel
| | - Tal Luzzatto-Knaan
- Department of Marine Biology, The Charney School of Marine Sciences, University of Haifa, Haifa, Israel.
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5
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Vigil BE, Ascue F, Ayala RY, Murúa P, Calderon MS, Bustamante DE. Functional prediction based on 16S rRNA metagenome data from bacterial microbiota associated with macroalgae from the Peruvian coast. Sci Rep 2024; 14:18577. [PMID: 39127849 PMCID: PMC11316746 DOI: 10.1038/s41598-024-69538-6] [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: 03/07/2024] [Accepted: 08/06/2024] [Indexed: 08/12/2024] Open
Abstract
Macroalgae are vital reservoirs for essential epibiotic microorganisms. Among these are growth-promoting bacteria that support the growth and healthy development of their host macroalgae, and these macroalgae can be utilized in agriculture as biostimulants, offering an alternative to traditional agrochemicals. However, to date, no comparative studies have been conducted on the functional profile and bacterial diversity associated with coastal macroalgae of Peru. In this study, we employed amplicon sequencing of the V3-V4 region of 16S rRNA gene in twelve host macroalgae collected from two rocky shores in central Peru to compare their bacterial communities. The results revealed high bacterial diversity across both sites, but differences in microbial composition were noted. The phyla Bacteroidota and Pseudomonadota were predominant. The functional prediction highlighted 44 significant metabolic pathways associated with the bacterial microbiota when comparing host macroalgae. These active pathways are related to metabolism and genetic and cellular information processing. No direct association was detected between the macroalgal genera and the associated microbiota, suggesting that the bacterial community is largely influenced by their genetic functions than the taxonomic composition of their hosts. Furthermore, some species of Chlorophyta and Rhodophyta were observed to host growth-promoting bacteria, such as Maribacter sp. and Sulfitobacter sp.
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Affiliation(s)
- Bianca E Vigil
- Programa de Maestría en Mejoramiento Genético de Plantas, Universidad Nacional Agraria La Molina, Lima, Peru
- Instituto de Investigación para el Desarrollo Sustentable de Ceja de Selva (INDES-CES), Universidad Nacional Toribio Rodríguez de Mendoza, Chachapoyas, Amazonas, Peru
| | - Francisco Ascue
- Escuela de Posgrado de la Universidad de Ciencia y Tecnología (UTEC), Barranco, Lima, Peru
| | - Rosmery Y Ayala
- Instituto de Investigación para el Desarrollo Sustentable de Ceja de Selva (INDES-CES), Universidad Nacional Toribio Rodríguez de Mendoza, Chachapoyas, Amazonas, Peru
| | - Pedro Murúa
- Laboratorio de Macroalgas y Ficopatología (FICOPAT), Instituto de Acuicultura, Universidad Austral de Chile, Puerto Montt, Chile
| | - Martha S Calderon
- Instituto de Investigación para el Desarrollo Sustentable de Ceja de Selva (INDES-CES), Universidad Nacional Toribio Rodríguez de Mendoza, Chachapoyas, Amazonas, Peru
- Instituto de Investigación en Ingeniería Ambiental (INAM), Facultad de Ingeniería Civil y Ambiental (FICIAM), Universidad Nacional Toribio Rodríguez de Mendoza, Chachapoyas, Amazonas, Peru
| | - Danilo E Bustamante
- Instituto de Investigación para el Desarrollo Sustentable de Ceja de Selva (INDES-CES), Universidad Nacional Toribio Rodríguez de Mendoza, Chachapoyas, Amazonas, Peru.
- Instituto de Investigación en Ingeniería Ambiental (INAM), Facultad de Ingeniería Civil y Ambiental (FICIAM), Universidad Nacional Toribio Rodríguez de Mendoza, Chachapoyas, Amazonas, Peru.
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6
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Timanikova N, Fletcher K, Han JW, van West P, Woodward S, Kim GH, Küpper FC, Wenzel M. Macroalgal eukaryotic microbiome composition indicates novel phylogenetic diversity and broad host spectrum of oomycete pathogens. Environ Microbiol 2024; 26:e16656. [PMID: 38818657 DOI: 10.1111/1462-2920.16656] [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: 12/01/2023] [Accepted: 05/07/2024] [Indexed: 06/01/2024]
Abstract
Seaweeds are important components of marine ecosystems with emerging potential in aquaculture and as sources of biofuel, food products and pharmacological compounds. However, an increasingly recognised threat to natural and industrial seaweed populations is infection with parasitic single-celled eukaryotes from the relatively understudied oomycete lineage. Here we examine the eukaryomes of diverse brown, red and green marine macroalgae collected from polar (Baffin Island), cold-temperate (Falkland Islands) and tropical (Ascension Island) locations, with a focus on oomycete and closely related diatom taxa. Using 18S rRNA gene amplicon sequencing, we show unexpected genetic and taxonomic diversity of the eukaryomes, a strong broad-brush association between eukaryome composition and geographic location, and some evidence of association between eukaryome structure and macroalgal phylogenetic relationships (phylosymbiosis). However, the oomycete fraction of the eukaryome showed disparate patterns of diversity and structure, highlighting much weaker association with geography and no evidence of phylosymbiosis. We present several novel haplotypes of the most common oomycete Eurychasma dicksonii and report for the first time a cosmopolitan distribution and absence of host specificity of this important pathogen. This indicates rich diversity in macroalgal oomycete pathogens and highlights that these pathogens may be generalist and highly adaptable to diverse environmental conditions.
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Affiliation(s)
| | - Kyle Fletcher
- School of Biological Sciences, University of Aberdeen, Aberdeen, UK
- Oceanlab, University of Aberdeen, Newburgh, UK
- Aberdeen Oomycete Laboratory, International Centre for Aquaculture Research and Development, Institute of Medical Sciences, University of Aberdeen, Aberdeen, UK
| | - Jon-Wong Han
- Kongju National University, Gongju, South Chungcheong Province, South Korea
| | - Pieter van West
- Aberdeen Oomycete Laboratory, International Centre for Aquaculture Research and Development, Institute of Medical Sciences, University of Aberdeen, Aberdeen, UK
| | - Steve Woodward
- School of Biological Sciences, University of Aberdeen, Aberdeen, UK
| | - Gwang-Hoon Kim
- Kongju National University, Gongju, South Chungcheong Province, South Korea
| | - Frithjof C Küpper
- School of Biological Sciences, University of Aberdeen, Aberdeen, UK
- Kongju National University, Gongju, South Chungcheong Province, South Korea
- Marine Biodiscovery Centre, Department of Chemistry, University of Aberdeen, Aberdeen, UK
- Department of Chemistry and Biochemistry, San Diego State University, California, San Diego, California, USA
| | - Marius Wenzel
- School of Biological Sciences, University of Aberdeen, Aberdeen, UK
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7
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Perotti O, Esparza GV, Booth DS. A red algal polysaccharide influences the multicellular development of the choanoflagellate Salpingoeca rosetta. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.05.14.594265. [PMID: 38798503 PMCID: PMC11118467 DOI: 10.1101/2024.05.14.594265] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/29/2024]
Abstract
We uncovered an interaction between a choanoflagellate and alga, in which porphyran, a polysaccharide produced by the red alga Porphyra umbilicalis, induces multicellular development in the choanoflagellate Salpingoeca rosetta. We first noticed this possible interaction when we tested the growth of S. rosetta in media that was steeped with P. umbilicalis as a nutritional source. Under those conditions, S. rosetta formed multicellular rosette colonies even in the absence of any bacterial species that can induce rosette development. In biochemical purifications, we identified porphyran, a extracellular polysaccharide produced by red algae, as the rosette inducing factor The response of S. rosetta to porphyran provides a biochemical insight for associations between choanoflagellates and algae that have been observed since the earliest descriptions of choanoflagellates. Moreover, this work provides complementary evidence to ecological and geochemical studies that show the profound impact algae have exerted on eukaryotes and their evolution, including a rise in algal productivity that coincided with the origin of animals, the closest living relatives of choanoflagellates.
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Affiliation(s)
- Olivia Perotti
- Chan Zuckerberg Biohub, University of California, San Francisco School of Medicine Genentech Hall, 600 16 St, San Francisco, CA 94143
- Department of Biochemistry and Biophysics, University of California, San Francisco School of Medicine Genentech Hall, 600 16 St, San Francisco, CA 94143
- Present address: Department of Molecular Biology, Princeton University, Princeton, New Jersey 08544
| | - Gabriel Viramontes Esparza
- Chan Zuckerberg Biohub, University of California, San Francisco School of Medicine Genentech Hall, 600 16 St, San Francisco, CA 94143
- Tetrad Graduate Group, University of California, San Francisco School of Medicine Genentech Hall, 600 16 St, San Francisco, CA 94143
| | - David S. Booth
- Chan Zuckerberg Biohub, University of California, San Francisco School of Medicine Genentech Hall, 600 16 St, San Francisco, CA 94143
- Tetrad Graduate Group, University of California, San Francisco School of Medicine Genentech Hall, 600 16 St, San Francisco, CA 94143
- Department of Biochemistry and Biophysics, University of California, San Francisco School of Medicine Genentech Hall, 600 16 St, San Francisco, CA 94143
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8
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Twist BA, Mazel F, Zaklan Duff S, Lemay MA, Pearce CM, Martone PT. Kelp and sea urchin settlement mediated by biotic interactions with benthic coralline algal species. JOURNAL OF PHYCOLOGY 2024; 60:363-379. [PMID: 38147464 DOI: 10.1111/jpy.13420] [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: 05/16/2023] [Revised: 11/30/2023] [Accepted: 12/03/2023] [Indexed: 12/28/2023]
Abstract
Species interactions can influence key ecological processes that support community assembly and composition. For example, coralline algae encompass extensive diversity and may play a major role in regime shifts from kelp forests to urchin-dominated barrens through their role in inducing invertebrate larval metamorphosis and influencing kelp spore settlement. In a series of laboratory experiments, we tested the hypothesis that different coralline communities facilitate the maintenance of either ecosystem state by either promoting or inhibiting early recruitment of kelps or urchins. Coralline algae significantly increased red urchin metamorphosis compared with a control, while they had varying effects on kelp settlement. Urchin metamorphosis and density of juvenile canopy kelps did not differ significantly across coralline species abundant in both kelp forests and urchin barrens, suggesting that recruitment of urchin and canopy kelps does not depend on specific corallines. Non-calcified fleshy red algal crusts promoted the highest mean urchin metamorphosis percentage and showed some of the lowest canopy kelp settlement. In contrast, settlement of one subcanopy kelp species was reduced on crustose corallines, but elevated on articulated corallines, suggesting that articulated corallines, typically absent in urchin barrens, may need to recover before this subcanopy kelp could return. Coralline species differed in surface bacterial microbiome composition; however, urchin metamorphosis was not significantly different when microbiomes were removed with antibiotics. Our results clarify the role played by coralline algal species in kelp forest community assembly and could have important implications for kelp forest recovery.
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Affiliation(s)
- Brenton A Twist
- Department of Botany, University of British Columbia, Vancouver, British Columbia, Canada
- Hakai Institute, Vancouver, British Columbia, Canada
| | - Florent Mazel
- Department of Botany, University of British Columbia, Vancouver, British Columbia, Canada
- Department of Ecology and Evolution, University of Lausanne, Lausanne, Switzerland
| | - Stefanie Zaklan Duff
- Department of Fisheries and Aquaculture, Vancouver Island University, Nanaimo, British Columbia, Canada
| | | | - Christopher M Pearce
- Fisheries and Oceans Canada, Pacific Biological Station, Nanaimo, British Columbia, Canada
| | - Patrick T Martone
- Department of Botany, University of British Columbia, Vancouver, British Columbia, Canada
- Hakai Institute, Vancouver, British Columbia, Canada
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9
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Niu X, Ren W, Xu C, Wang R, Zhang J, Wang H. Taxonomic and functional β-diversity patterns reveal stochastic assembly rules in microbial communities of seagrass beds. FRONTIERS IN PLANT SCIENCE 2024; 15:1367773. [PMID: 38481397 PMCID: PMC10932972 DOI: 10.3389/fpls.2024.1367773] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 01/09/2024] [Accepted: 02/14/2024] [Indexed: 08/22/2024]
Abstract
Microorganisms are important members of seagrass bed ecosystems and play a crucial role in maintaining the health of seagrasses and the ecological functions of the ecosystem. In this study, we systematically quantified the assembly processes of microbial communities in fragmented seagrass beds and examined their correlation with environmental factors. Concurrently, we explored the relative contributions of species replacement and richness differences to the taxonomic and functional β-diversity of microbial communities, investigated the potential interrelation between these components, and assessed the explanatory power of environmental factors. The results suggest that stochastic processes dominate community assembly. Taxonomic β-diversity differences are governed by species replacement, while for functional β-diversity, the contribution of richness differences slightly outweighs that of replacement processes. A weak but significant correlation (p < 0.05) exists between the two components of β-diversity in taxonomy and functionality, with almost no observed significant correlation with environmental factors. This implies significant differences in taxonomy, but functional convergence and redundancy within microbial communities. Environmental factors are insufficient to explain the β-diversity differences. In conclusion, the assembly of microbial communities in fragmented seagrass beds is governed by stochastic processes. The patterns of taxonomic and functional β-diversity provide new insights and evidence for a better understanding of these stochastic assembly rules. This has important implications for the conservation and management of fragmented seagrass beds.
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Affiliation(s)
- Xiaofeng Niu
- School of Marine Biology and Fisheries, State Key Laboratory of Marine Resource Utilization in South China Sea, Hainan University, Haikou, Hainan, China
- Institute of Hydrobiology, Chinese Academy of Sciences, Wuhan, Hubei, China
| | - Wenjing Ren
- School of Marine Biology and Fisheries, State Key Laboratory of Marine Resource Utilization in South China Sea, Hainan University, Haikou, Hainan, China
| | - Congjun Xu
- Institute of Hydrobiology, Chinese Academy of Sciences, Wuhan, Hubei, China
| | - Ruilong Wang
- Institute of Hydrobiology, Chinese Academy of Sciences, Wuhan, Hubei, China
| | - Jingwei Zhang
- Institute of Hydrobiology, Chinese Academy of Sciences, Wuhan, Hubei, China
| | - Huan Wang
- School of Marine Biology and Fisheries, State Key Laboratory of Marine Resource Utilization in South China Sea, Hainan University, Haikou, Hainan, China
- Institute of Hydrobiology, Chinese Academy of Sciences, Wuhan, Hubei, China
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10
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Khan T, Song W, Nappi J, Marzinelli EM, Egan S, Thomas T. Functional guilds and drivers of diversity in seaweed-associated bacteria. FEMS MICROBES 2023; 5:xtad023. [PMID: 38213395 PMCID: PMC10781435 DOI: 10.1093/femsmc/xtad023] [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: 10/10/2023] [Revised: 11/21/2023] [Accepted: 12/12/2023] [Indexed: 01/13/2024] Open
Abstract
Comparisons of functional and taxonomic profiles from bacterial communities in different habitats have suggested the existence of functional guilds composed of taxonomically or phylogenetically distinct members. Such guild membership is, however, rarely defined and the factors that drive functional diversity in bacteria remain poorly understood. We used seaweed-associated bacteria as a model to shed light on these important aspects of community ecology. Using a large dataset of over 1300 metagenome-assembled genomes from 13 seaweed species we found substantial overlap in the functionality of bacteria coming from distinct taxa, thus supporting the existence of functional guilds. This functional equivalence between different taxa was particularly pronounced when only functions involved in carbohydrate degradation were considered. We further found that bacterial taxonomy is the dominant driver of functional differences between bacteria and that seaweed species or seaweed type (i.e. brown, red and green) had relatively stronger impacts on genome functionality for carbohydrate-degradation functions when compared to all other cellular functions. This study provides new insight into the factors underpinning the functional diversity of bacteria and contributes to our understanding how community function is generated from individual members.
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Affiliation(s)
- Tahsin Khan
- Centre for Marine Science and Innovation & School of Biological, Earth and Environmental Sciences, The University of New South Wales, Sydney, NSW 2052, Australia
| | - Weizhi Song
- Centre for Marine Science and Innovation & School of Biological, Earth and Environmental Sciences, The University of New South Wales, Sydney, NSW 2052, Australia
| | - Jadranka Nappi
- Centre for Marine Science and Innovation & School of Biological, Earth and Environmental Sciences, The University of New South Wales, Sydney, NSW 2052, Australia
| | - Ezequiel M Marzinelli
- School of Life and Environmental Sciences, The University of Sydney, Sydney, NSW 2006, Australia
| | - Suhelen Egan
- Centre for Marine Science and Innovation & School of Biological, Earth and Environmental Sciences, The University of New South Wales, Sydney, NSW 2052, Australia
| | - Torsten Thomas
- Centre for Marine Science and Innovation & School of Biological, Earth and Environmental Sciences, The University of New South Wales, Sydney, NSW 2052, Australia
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11
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Silva V, Pérez V, Gillanders BM. Short-term plastisphere colonization dynamics across six plastic types. Environ Microbiol 2023; 25:2732-2745. [PMID: 37341062 DOI: 10.1111/1462-2920.16445] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2022] [Accepted: 05/31/2023] [Indexed: 06/22/2023]
Abstract
Marine plastic pollution is a major concern worldwide, but the understanding of plastisphere dynamics remains limited in the southern hemisphere. To address this knowledge gap, we conducted a study in South Australia to investigate the prokaryotic community of the plastisphere and its temporal changes over 4 weeks. We submerged six plastic types (i.e., High-Density Polyethylene [HDPE], Polyvinyl chloride [PVC], Low-Density Polyethylene [LDPE], Polypropylene [PP], Polystyrene [PS] and the understudied textile, polyester [PET]) and wood in seawater and sampled them weekly to characterize the prokaryotic community using 16S rRNA gene metabarcoding. Our results showed that the plastisphere composition shifted significantly over short time scales (i.e., 4 weeks), and each plastic type had distinct groups of unique genera. In particular, the PVC plastisphere was dominated by Cellvibrionaceae taxa, distinguishing it from other plastics. Additionally, the textile polyester, which is rarely studied in plastisphere research, supported the growth of a unique group of 25 prokaryotic genera (which included the potential pathogenic Legionella genus). Overall, this study provides valuable insights into the colonization dynamics of the plastisphere over short time scales and contributes to narrowing the research gap on the southern hemisphere plastisphere.
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Affiliation(s)
- Vinuri Silva
- Southern Seas Ecology Laboratories, School of Biological Sciences, University of Adelaide, Adelaide, South Australia, Australia
| | - Vilma Pérez
- Southern Seas Ecology Laboratories, School of Biological Sciences, University of Adelaide, Adelaide, South Australia, Australia
- Australian Centre for Ancient DNA (ACAD), University of Adelaide, Adelaide, South Australia, Australia
- Centre of Excellence for Australian Biodiversity and Heritage, University of Adelaide, Adelaide, South Australia, Australia
| | - Bronwyn M Gillanders
- Southern Seas Ecology Laboratories, School of Biological Sciences, University of Adelaide, Adelaide, South Australia, Australia
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12
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Kuba GM, Spalding HL, Hill-Spanik KM, Williams TM, Paiano MO, Sherwood AR, Hauk BB, Kosaki RK, Fullerton H. Characterization of macroalgal-associated microbial communities from shallow to mesophotic depths at Manawai, Papahānaumokuākea Marine National Monument, Hawai'i. PeerJ 2023; 11:e16114. [PMID: 37842050 PMCID: PMC10569167 DOI: 10.7717/peerj.16114] [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: 01/17/2023] [Accepted: 08/27/2023] [Indexed: 10/17/2023] Open
Abstract
The Papahānaumokuākea Marine National Monument, Hawai'i, is one of the most isolated and protected archipelagos in the world, making it a natural laboratory to examine macroalgal-microbial diversity because of limited direct anthropogenic impacts. We collected the most abundant macroalgae from nine sites ranging from shallow subtidal (1.5 m) to mesophotic (75 m) depths around Manawai (Pearl and Hermes Atoll). We characterized the macroalgal bacterial communities via high-throughput amplicon sequencing and compared the influence of host phylum, species, site, and depth on these relationships at a single atoll. Ochrophyta species had the lowest bacterial diversity compared to Chlorophyta and Rhodophyta. Site and/or depth may influence the microbial community structure associated with Microdictyon setchellianum, indicating a possible disconnect of these microbial communities among habitats. Chondria tumulosa, a cryptogenic species with invasive traits, differed in associated microbiota compared to the native Laurencia galtsoffii, an alga from the same family collected at the same site and depth. While there was overlap of bacterial communities across sites for some algal species, the majority had minimal macroalgal-microbial community connectivity across Manawai. This mesophotic system, therefore, did not appear to be refugia for shallow water coral reefs at microscopic scales. Additional studies are required to identify other significant influences on microbial community variation.
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Affiliation(s)
- Gabrielle M. Kuba
- Department of Biology, College of Charleston, Charleston, SC, United States
| | | | - Kristina M. Hill-Spanik
- Department of Biology, Grice Marine Laboratory, College of Charleston, Charleston, SC, United States
| | - Taylor M. Williams
- Department of Biology, College of Charleston, Charleston, SC, United States
| | - Monica O. Paiano
- School of Life Sciences, University of Hawai‘i at Mānoa, Honolulu, HI, United States
| | - Alison R. Sherwood
- School of Life Sciences, University of Hawai‘i at Mānoa, Honolulu, HI, United States
| | - Brian B. Hauk
- Cooperative Institute for Marine and Atmospheric Research, University of Hawai‘i at Mānoa, Honolulu, HI, United States
- Papahānaumokuākea Marine National Monument, National Oceanic and Atmospheric Administration, Honolulu, HI, United States
| | - Randall K. Kosaki
- Papahānaumokuākea Marine National Monument, National Oceanic and Atmospheric Administration, Honolulu, HI, United States
- Center for the Exploration of Coral Reef Ecosystems (XCoRE), Bishop Museum, Honolulu, HI, United States
| | - Heather Fullerton
- Department of Biology, College of Charleston, Charleston, SC, United States
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13
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Parchemin C, Raviglione D, Mejait A, Sasal P, Faliex E, Clerissi C, Tapissier-Bontemps N. Antibacterial Activities and Life Cycle Stages of Asparagopsis armata: Implications of the Metabolome and Microbiome. Mar Drugs 2023; 21:363. [PMID: 37367688 PMCID: PMC10301895 DOI: 10.3390/md21060363] [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: 05/02/2023] [Revised: 06/09/2023] [Accepted: 06/13/2023] [Indexed: 06/28/2023] Open
Abstract
The red alga Asparagopsis armata is a species with a haplodiplophasic life cycle alternating between morphologically distinct stages. The species is known for its various biological activities linked to the production of halogenated compounds, which are described as having several roles for the algae such as the control of epiphytic bacterial communities. Several studies have reported differences in targeted halogenated compounds (using gas chromatography-mass spectrometry analysis (GC-MS)) and antibacterial activities between the tetrasporophyte and the gametophyte stages. To enlarge this picture, we analysed the metabolome (using liquid chromatography-mass spectrometry (LC-MS)), the antibacterial activity and the bacterial communities associated with several stages of the life cycle of A. armata: gametophytes, tetrasporophytes and female gametophytes with developed cystocarps. Our results revealed that the relative abundance of several halogenated molecules including dibromoacetic acid and some more halogenated molecules fluctuated depending on the different stages of the algae. The antibacterial activity of the tetrasporophyte extract was significantly higher than that of the extracts of the other two stages. Several highly halogenated compounds, which discriminate algal stages, were identified as candidate molecules responsible for the observed variation in antibacterial activity. The tetrasporophyte also harboured a significantly higher specific bacterial diversity, which is associated with a different bacterial community composition than the other two stages. This study provides elements that could help in understanding the processes that take place throughout the life cycle of A. armata with different potential energy investments between the development of reproductive elements, the production of halogenated molecules and the dynamics of bacterial communities.
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Affiliation(s)
- Christelle Parchemin
- Centre de Recherches Insulaires et Observatoire de l’Environnement (CRIOBE), Ecole Pratique des Hautes Etudes (EPHE), Université PSL, UPVD, CNRS, UAR 3278, 52 Av. Paul Alduy, CEDEX, 66860 Perpignan, France; (C.P.); (D.R.); (A.M.); (P.S.); (C.C.)
| | - Delphine Raviglione
- Centre de Recherches Insulaires et Observatoire de l’Environnement (CRIOBE), Ecole Pratique des Hautes Etudes (EPHE), Université PSL, UPVD, CNRS, UAR 3278, 52 Av. Paul Alduy, CEDEX, 66860 Perpignan, France; (C.P.); (D.R.); (A.M.); (P.S.); (C.C.)
| | - Anouar Mejait
- Centre de Recherches Insulaires et Observatoire de l’Environnement (CRIOBE), Ecole Pratique des Hautes Etudes (EPHE), Université PSL, UPVD, CNRS, UAR 3278, 52 Av. Paul Alduy, CEDEX, 66860 Perpignan, France; (C.P.); (D.R.); (A.M.); (P.S.); (C.C.)
| | - Pierre Sasal
- Centre de Recherches Insulaires et Observatoire de l’Environnement (CRIOBE), Ecole Pratique des Hautes Etudes (EPHE), Université PSL, UPVD, CNRS, UAR 3278, 52 Av. Paul Alduy, CEDEX, 66860 Perpignan, France; (C.P.); (D.R.); (A.M.); (P.S.); (C.C.)
| | - Elisabeth Faliex
- Centre de Formation et de Recherche sur les Environnements Méditerranéens (CEFREM), UMR 5110 UPVD-CNRS, Université de Perpignan-Via Domitia, 52 Av. Paul Alduy, CEDEX, 66860 Perpignan, France;
| | - Camille Clerissi
- Centre de Recherches Insulaires et Observatoire de l’Environnement (CRIOBE), Ecole Pratique des Hautes Etudes (EPHE), Université PSL, UPVD, CNRS, UAR 3278, 52 Av. Paul Alduy, CEDEX, 66860 Perpignan, France; (C.P.); (D.R.); (A.M.); (P.S.); (C.C.)
| | - Nathalie Tapissier-Bontemps
- Centre de Recherches Insulaires et Observatoire de l’Environnement (CRIOBE), Ecole Pratique des Hautes Etudes (EPHE), Université PSL, UPVD, CNRS, UAR 3278, 52 Av. Paul Alduy, CEDEX, 66860 Perpignan, France; (C.P.); (D.R.); (A.M.); (P.S.); (C.C.)
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14
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Davis KM, Zeinert L, Byrne A, Davis J, Roemer C, Wright M, Parfrey LW. Successional dynamics of the cultivated kelp microbiome. JOURNAL OF PHYCOLOGY 2023; 59:538-551. [PMID: 37005360 DOI: 10.1111/jpy.13329] [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: 04/22/2022] [Revised: 01/29/2023] [Accepted: 02/26/2023] [Indexed: 06/15/2023]
Abstract
Kelp are important primary producers that are colonized by diverse microbes that can have both positive and negative effects on their hosts. The kelp microbiome could support the burgeoning kelp cultivation sector by improving host growth, stress tolerance, and resistance to disease. Fundamental questions about the cultivated kelp microbiome still need to be addressed before microbiome-based approaches can be developed. A critical knowledge gap is how cultivated kelp microbiomes change as hosts grow, particularly following outplanting to sites that vary in abiotic conditions and microbial source pools. In this study we assessed if microbes that colonize kelp in the nursery stage persist after outplanting. We characterized microbiome succession over time on two species of kelp, Alaria marginata and Saccharina latissima, outplanted to open ocean cultivation sites in multiple geographic locations. We tested for host-species specificity of the microbiome and the effect of different abiotic conditions and microbial source pools on kelp microbiome stability during the cultivation process. We found the microbiome of kelp in the nursery is distinct from that of outplanted kelp. Few bacteria persisted on kelp following outplanting. Instead, we identified significant microbiome differences correlated with host species and microbial source pools at each cultivation site. Microbiome variation related to sampling month also indicates that seasonality in host and/or abiotic factors may influence temporal succession and microbiome turnover in cultivated kelps. This study provides a baseline understanding of microbiome dynamics during kelp cultivation and highlights research needs for applying microbiome manipulation to kelp cultivation.
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Affiliation(s)
- Katherine M Davis
- Biodiversity Research Center and Department of Botany, University of British Columbia, 6270 University Blvd, Vancouver, British Columbia, V6T 1Z4, Canada
| | - Logan Zeinert
- Centre for Applied Research, Technology and Innovation, North Island College, 1685 S Dogwood St, Campbell River, British Columbia, V9W 8C1, Canada
| | - Allison Byrne
- Centre for Applied Research, Technology and Innovation, North Island College, 1685 S Dogwood St, Campbell River, British Columbia, V9W 8C1, Canada
| | - Jonathan Davis
- School of Aquatic & Fishery Sciences, College of the Environment, University of Washington, 1122 NE Boat St, Box 355020, Seattle, Washington, 98195-5020, USA
| | - Cosmo Roemer
- M. C. Wright and Associates Ltd., 2231 Neil Drive, Nanaimo, British Columbia, V9R 6T5, Canada
| | - Michael Wright
- M. C. Wright and Associates Ltd., 2231 Neil Drive, Nanaimo, British Columbia, V9R 6T5, Canada
| | - Laura Wegener Parfrey
- Biodiversity Research Center, Department of Botany, and Department of Zoology University of British Columbia, 6270 University Blvd, Vancouver, British Columbia, V6T 1Z4, Canada
- Hakai Institute, PO Box 25039, Campbell River, British Columbia, V9W 0B7, Canada
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15
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Lu DC, Wang FQ, Amann RI, Teeling H, Du ZJ. Epiphytic common core bacteria in the microbiomes of co-located green (Ulva), brown (Saccharina) and red (Grateloupia, Gelidium) macroalgae. MICROBIOME 2023; 11:126. [PMID: 37264413 PMCID: PMC10233909 DOI: 10.1186/s40168-023-01559-1] [Citation(s) in RCA: 30] [Impact Index Per Article: 15.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/11/2023] [Accepted: 04/27/2023] [Indexed: 06/03/2023]
Abstract
BACKGROUND Macroalgal epiphytic microbial communities constitute a rich resource for novel enzymes and compounds, but studies so far largely focused on tag-based microbial diversity analyses or limited metagenome sequencing of single macroalgal species. RESULTS We sampled epiphytic bacteria from specimens of Ulva sp. (green algae), Saccharina sp. (brown algae), Grateloupia sp. and Gelidium sp. (both red algae) together with seawater and sediment controls from a coastal reef in Weihai, China, during all seasons. Using 16S rRNA amplicon sequencing, we identified 14 core genera (consistently present on all macroalgae), and 14 dominant genera (consistently present on three of the macroalgae). Core genera represented ~ 0.7% of all genera, yet accounted for on average 51.1% of the bacterial abundances. Plate cultivation from all samples yielded 5,527 strains (macroalgae: 4,426) representing 1,235 species (685 potentially novel). Sequencing of selected strains yielded 820 non-redundant draft genomes (506 potentially novel), and sequencing of 23 sampled metagenomes yielded 1,619 metagenome-assembled genomes (MAGs), representing further 1,183 non-redundant genomes. 230 isolates and 153 genomes were obtained from the 28 core/dominant genera. We analyzed the genomic potential of phycosphere bacteria to degrade algal polysaccharides and to produce bioactive secondary metabolites. We predicted 4,451 polysaccharide utilization loci (PULs) and 8,810 biosynthetic gene clusters (BGCs). These were particularly prevalent in core/dominant genera. CONCLUSIONS Our metabolic annotations and analyses of MAGs and genomes provide new insights into novel species of phycosphere bacteria and their ecological niches for an improved understanding of the macroalgal phycosphere microbiome. Video Abstract.
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Affiliation(s)
- De-Chen Lu
- Marine College, Shandong University, No. 180, Wenhua Xilu, Weihai, Shandong Province 264209 China
- Max Planck Institute for Marine Microbiology, Celsiusstraße 1, Bremen, 28359 Germany
- State Key Laboratory of Microbial Technology, Institute of Microbial Technology, Shandong University, Qingdao, 266237 China
| | - Feng-Qing Wang
- Max Planck Institute for Marine Microbiology, Celsiusstraße 1, Bremen, 28359 Germany
| | - Rudolf I. Amann
- Max Planck Institute for Marine Microbiology, Celsiusstraße 1, Bremen, 28359 Germany
| | - Hanno Teeling
- Max Planck Institute for Marine Microbiology, Celsiusstraße 1, Bremen, 28359 Germany
| | - Zong-Jun Du
- Marine College, Shandong University, No. 180, Wenhua Xilu, Weihai, Shandong Province 264209 China
- State Key Laboratory of Microbial Technology, Institute of Microbial Technology, Shandong University, Qingdao, 266237 China
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16
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Bonthond G, Neu A, Bayer T, Krueger‐Hadfield SA, Künzel S, Weinberger F. Non-native hosts of an invasive seaweed holobiont have more stable microbial communities compared to native hosts in response to thermal stress. Ecol Evol 2023; 13:e9753. [PMID: 36713485 PMCID: PMC9873590 DOI: 10.1002/ece3.9753] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2022] [Revised: 12/22/2022] [Accepted: 01/04/2023] [Indexed: 01/26/2023] Open
Abstract
Seaweeds are colonized by a microbial community, which can be directly linked to their performance. This community is shaped by an interplay of stochastic and deterministic processes, including mechanisms which the holobiont host deploys to manipulate its associated microbiota. The Anna Karenina principle predicts that when a holobiont is exposed to suboptimal or stressful conditions, these host mechanisms may be compromised. This leads to a relative increase of stochastic processes that may potentially result in the succession of a microbial community harmful to the host. Based on this principle, we used the variability in microbial communities (i.e., beta diversity) as a proxy for stability within the invasive holobiont Gracilaria vermiculophylla during a simulated invasion in a common garden experiment. Independent of host range, host performance declined at elevated temperature (22°C) and disease incidence and beta diversity increased. Under thermally stressful conditions, beta diversity increased more in epibiota from native populations, suggesting that epibiota from non-native holobionts are thermally more stable. This pattern reflects an increase in deterministic processes acting on epibiota associated with non-native hosts, which in the setting of a common garden can be assumed to originate from the host itself. Therefore, these experimental data suggest that the invasion process may have selected for hosts better able to maintain stable microbiota during stress. Future studies are needed to identify the underlying host mechanisms.
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Affiliation(s)
- Guido Bonthond
- Institute for Chemistry and Biology of the Marine environment (ICBM)Carl‐von‐Ossietzky University OldenburgWilhelmshavenGermany
- GEOMAR Helmholtz Centre for Ocean Research KielKielGermany
| | | | - Till Bayer
- GEOMAR Helmholtz Centre for Ocean Research KielKielGermany
| | | | - Sven Künzel
- Max Planck Institute for Evolutionary BiologyPlönGermany
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17
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Park J, Davis K, Lajoie G, Parfrey LW. Alternative approaches to identify core bacteria in Fucus distichus microbiome and assess their distribution and host-specificity. ENVIRONMENTAL MICROBIOME 2022; 17:55. [PMID: 36384808 PMCID: PMC9670562 DOI: 10.1186/s40793-022-00451-z] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 05/09/2022] [Accepted: 11/09/2022] [Indexed: 06/16/2023]
Abstract
BACKGROUND Identifying meaningful ecological associations between host and components of the microbiome is challenging. This is especially true for hosts such as marine macroalgae where the taxonomic composition of the microbiome is highly diverse and variable in space and time. Identifying core taxa is one way forward but there are many methods and thresholds in use. This study leverages a large dataset of microbial communities associated with the widespread brown macroalga, Fucus distichus, across sites and years on one island in British Columbia, Canada. We compare three different methodological approaches to identify core taxa at the amplicon sequence variant (ASV) level from this dataset: (1) frequency analysis of taxa on F. distichus performed over the whole dataset, (2) indicator species analysis (IndVal) over the whole dataset that identifies frequent taxa that are enriched on F. distichus in comparison to the local environment, and (3) a two-step IndVal method that identifies taxa that are consistently enriched on F. distichus across sites and time points. We then investigated a F. distichus time-series dataset to see if those core taxa are seasonally consistent on another remote island in British Columbia, Canada. We then evaluate host-specificity of the identified F. distichus core ASVs using comparative data from 32 other macroalgal species sampled at one of the sites. RESULTS We show that a handful of core ASVs are consistently identified by both frequency analysis and IndVal approaches with alternative definitions, although no ASVs were always present on F. distichus and IndVal identified a diverse array of F. distichus indicator taxa across sites on Calvert Island in multiple years. Frequency analysis captured a broader suit of taxa, while IndVal was better at identifying host-specific microbes. Finally, two-step IndVal identified hundreds of indicator ASVs for particular sites/timepoints but only 12 that were indicators in a majority (> 6 out of 11) of sites/timepoints. Ten of these ASVs were also indicators on Quadra Island, 250 km away. Many F. distichus-core ASVs are generally found on multiple macroalgal species, while a few ASVs are highly specific to F. distichus. CONCLUSIONS Different methodological approaches with variable set thresholds influence core identification, but a handful of core taxa are apparently identifiable as they are widespread and temporally associated with F. distichus and enriched in comparison to the environment. Moreover, we show that many of these core ASVs of F. distichus are found on multiple macroalgal hosts, indicating that most occupy a macroalgal generalist niche rather than forming highly specialized associations with F. distichus. Further studies should test whether macroalgal generalists or specialists are more likely to engage in biologically important exchanges with host.
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Affiliation(s)
- Jungsoo Park
- Department of Botany, Biodiversity Research Centre, University of British Columbia, Vancouver, BC Canada
| | - Katherine Davis
- Department of Botany, Biodiversity Research Centre, University of British Columbia, Vancouver, BC Canada
| | - Geneviève Lajoie
- Department of Botany, Biodiversity Research Centre, University of British Columbia, Vancouver, BC Canada
- Institut de Recherche en Biologie Végétale, Département de Sciences Biologiques, Université de Montréal, Montréal, QC Canada
| | - Laura Wegener Parfrey
- Department of Botany, Biodiversity Research Centre, University of British Columbia, Vancouver, BC Canada
- Department of Zoology, University of British Columbia, Vancouver, BC Canada
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18
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Guo Z, Wang L, Jiang Z, Liang Z. Comparison studies of epiphytic microbial communities on four macroalgae and their rocky substrates. MARINE POLLUTION BULLETIN 2022; 176:113435. [PMID: 35183021 DOI: 10.1016/j.marpolbul.2022.113435] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/22/2021] [Revised: 01/09/2022] [Accepted: 02/04/2022] [Indexed: 06/14/2023]
Abstract
Macroalgae and their rocky substrates both support diverse and abundant microbiota, performing essential ecological functions in marine ecosystem. However, the differences in the epiphytic microbial communities on macroalgae and rocky substrate are still poorly understood. In this study, the epiphytic microbial communities on four macroalgae (Corallina officinalis, Rhodomela confervoides, Sargassum thunbergii, and Ulva linza) and their rocky substrates from Weihai coast zone were characterized using high-throughput sequencing technology. The results showed that the alpha diversity indices were greater in rocky substrates than that in macroalgae. The microbial similarities among macroalgae and rocky substrate groups tended to decrease from the high taxonomic ranks to lower ranks, only 22.69% of the total amplicon sequence variants (ASVs) were shared between them. The functional analysis revealed that the microbiotas were mainly involved in metabolic activities. This study would provide the theoretical foundation for macroalgal cultivation and algal reef applications.
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Affiliation(s)
- Zhansheng Guo
- Marine College, Shandong University, Weihai 264209, China
| | - Lu Wang
- Marine College, Shandong University, Weihai 264209, China
| | - Zhaoyang Jiang
- Marine College, Shandong University, Weihai 264209, China.
| | - Zhenlin Liang
- Marine College, Shandong University, Weihai 264209, China.
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Capistrant-Fossa KA, Morrison HG, Engelen AH, Quigley CTC, Morozov A, Serrão EA, Brodie J, Gachon CMM, Badis Y, Johnson LE, Hoarau G, Abreu MH, Tester PA, Stearns LA, Brawley SH. The microbiome of the habitat-forming brown alga Fucus vesiculosus (Phaeophyceae) has similar cross-Atlantic structure that reflects past and present drivers 1. JOURNAL OF PHYCOLOGY 2021; 57:1681-1698. [PMID: 34176151 DOI: 10.1111/jpy.13194] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/12/2021] [Revised: 05/23/2021] [Accepted: 06/04/2021] [Indexed: 05/25/2023]
Abstract
Latitudinal diversity gradients have provided many insights into species differentiation and community processes. In the well-studied intertidal zone, however, little is known about latitudinal diversity in microbiomes associated with habitat-forming hosts. We investigated microbiomes of Fucus vesiculosus because of deep understanding of this model system and its latitudinally large, cross-Atlantic range. Given multiple effects of photoperiod, we predicted that cross-Atlantic microbiomes of the Fucus microbiome would be similar at similar latitudes and correlate with environmental factors. We found that community structure and individual amplicon sequencing variants (ASVs) showed distinctive latitudinal distributions, but alpha diversity did not. Latitudinal differentiation was mostly driven by ASVs that were more abundant in cold temperate to subarctic (e.g., Granulosicoccus_t3260, Burkholderia/Caballeronia/Paraburkholderia_t8371) or warm temperate (Pleurocapsa_t10392) latitudes. Their latitudinal distributions correlated with different humidity, tidal heights, and air/sea temperatures, but rarely with irradiance or photoperiod. Many ASVs in potentially symbiotic genera displayed novel phylogenetic biodiversity with differential distributions among tissues and regions, including closely related ASVs with differing north-south distributions that correlated with Fucus phylogeography. An apparent southern range contraction of F. vesiculosus in the NW Atlantic on the North Carolina coast mimics that recently observed in the NE Atlantic. We suggest cross-Atlantic microbial structure of F. vesiculosus is related to a combination of past (glacial-cycle) and contemporary environmental drivers.
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Affiliation(s)
| | - Hilary G Morrison
- Marine Biological Laboratory, Josephine Bay Paul Center, Woods Hole, Massachusetts, 02543, USA
| | - Aschwin H Engelen
- Centro de Ciências do Mar, Universidade do Algarve, Gambelas, Faro, 8005-139, Portugal
| | | | - Aleksey Morozov
- Marine Biological Laboratory, Josephine Bay Paul Center, Woods Hole, Massachusetts, 02543, USA
| | - Ester A Serrão
- Centro de Ciências do Mar, Universidade do Algarve, Gambelas, Faro, 8005-139, Portugal
| | - Juliet Brodie
- Natural History Museum, Department of Life Sciences, London, SW7 5BD, UK
| | | | - Yacine Badis
- Scottish Association for Marine Science, Oban, PA37 1QA, UK
| | - Ladd E Johnson
- Département de Biologie, Université Laval, Québec, QC, G1V 0A6, Canada
| | - Galice Hoarau
- Faculty of Biosciences and Aquaculture, Nord University, Bodø, 8049, Norway
| | | | | | - Leigh A Stearns
- Department of Geology, University of Kansas, Lawrence, Kansas, 66045, USA
| | - Susan H Brawley
- School of Marine Sciences, University of Maine, Orono, Maine, 04469, USA
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Microbiota-Macroalgal Relationships at a Hawaiian Intertidal Bench Are Influenced by Macroalgal Phyla and Associated Thallus Complexity. mSphere 2021; 6:e0066521. [PMID: 34550007 PMCID: PMC8550217 DOI: 10.1128/msphere.00665-21] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
The ocean represents the largest biome on earth; however, we have only begun to understand the diversity and function of the marine microbial inhabitants and their interactions with macroalgal species. Macroalgae play an integral role in overall ocean biome health and serve both as major primary producers and foundation species in the ecosystem. Previous studies have been limited, focusing on the microbiome of a single algal species or its interaction with selected microbes. This project aimed to understand overall biodiversity of microbial communities associated with five common macroalgal species and to determine the drivers of these communities at 'Ewa Beach, O'ahu, HI. Representative species of Chlorophyta (green), Ochrophyta (brown), and Rhodophyta (red) algae, each species having various levels of calcification, thallus complexity, and status as native or invasive species, were collected from an intertidal bench in May 2019. A portion of the V3-V4 variable region of the small-subunit rRNA gene was amplified for high-throughput sequencing using universal bacterial primers to elucidate the core and variable algal microbiome. Significant differences in bacterial community composition were only partially explained by host species, whether the host was native or invasive, and thallus complexity. Macroalgal phylum explained the most variation in associated microbial communities at 'Ewa Beach. This study advances our understanding of microbial-macroalgal interactions and their connectivity by producing insight into factors that influence the community structure of macroalga-associated microbiota. IMPORTANCE Generally, most eukaryotic organisms form relationships with microbes that are important in mediating host organismal health. Macroalgae are a diverse group of photosynthetic eukaryotic organisms that serve as primary producers and foundational species in many ecosystems. However, little is known about their microbial counterparts across a wide range of macroalgal morphologies, phylogenies, and calcification levels. Thus, to further understand the factors involved in bacterial community composition associated with macroalgal species at one point in time, representative samples were collected across phyla. Here, we show that both host macroalga phyla and morphology influenced the associated microbial community. Additionally, we show that the invasive species Avrainvillea lacerata does not have a unique microbial community on this intertidal bench, further supporting the idea that host phylum strongly influences microbial community composition.
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21
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Starko S, Bringloe TT, Soto Gomez M, Darby H, Graham SW, Martone PT. Genomic Rearrangements and Sequence Evolution across Brown Algal Organelles. Genome Biol Evol 2021; 13:evab124. [PMID: 34061182 PMCID: PMC8290108 DOI: 10.1093/gbe/evab124] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/27/2021] [Indexed: 02/06/2023] Open
Abstract
Organellar genomes serve as useful models for genome evolution and contain some of the most widely used phylogenetic markers, but they are poorly characterized in many lineages. Here, we report 20 novel mitochondrial genomes and 16 novel plastid genomes from the brown algae. We focused our efforts on the orders Chordales and Laminariales but also provide the first plastid genomes (plastomes) from Desmarestiales and Sphacelariales, the first mitochondrial genome (mitome) from Ralfsiales and a nearly complete mitome from Sphacelariales. We then compared gene content, sequence evolution rates, shifts in genome structural arrangements, and intron distributions across lineages. We confirm that gene content is largely conserved in both organellar genomes across the brown algal tree of life, with few cases of gene gain or loss. We further show that substitution rates are generally lower in plastid than mitochondrial genes, but plastomes are more variable in gene arrangement, as mitomes tend to be colinear even among distantly related lineages (with exceptions). Patterns of intron distribution across organellar genomes are complex. In particular, the mitomes of several laminarialean species possess group II introns that have T7-like ORFs, found previously only in mitochondrial genomes of Pylaiella spp. (Ectocarpales). The distribution of these mitochondrial introns is inconsistent with vertical transmission and likely reflects invasion by horizontal gene transfer between lineages. In the most extreme case, the mitome of Hedophyllum nigripes is ∼40% larger than the mitomes of close relatives because of these introns. Our results provide substantial insight into organellar evolution across the brown algae.
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Affiliation(s)
- Samuel Starko
- Department of Biology, University of Victoria, Victoria, Canada
- Department of Botany & Biodiversity Research Centre, University of British Columbia, Vancouver, Canada
| | - Trevor T Bringloe
- Department of BioSciences, University of Melbourne, Melbourne, Australia
| | - Marybel Soto Gomez
- Department of Botany & Biodiversity Research Centre, University of British Columbia, Vancouver, Canada
| | - Hayley Darby
- Department of Botany & Biodiversity Research Centre, University of British Columbia, Vancouver, Canada
| | - Sean W Graham
- Department of Botany & Biodiversity Research Centre, University of British Columbia, Vancouver, Canada
| | - Patrick T Martone
- Department of Botany & Biodiversity Research Centre, University of British Columbia, Vancouver, Canada
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