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Mudlaff CM, Weinberger F, Düsedau L, Ghotbi M, Künzel S, Bonthond G. Seasonal Cycles in a Seaweed Holobiont: A Multiyear Time Series Reveals Repetitive Microbial Shifts and Core Taxa. Environ Microbiol 2025; 27:e70062. [PMID: 40015318 PMCID: PMC11867712 DOI: 10.1111/1462-2920.70062] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2024] [Revised: 01/21/2025] [Accepted: 01/31/2025] [Indexed: 03/01/2025]
Abstract
Seasonality is an important natural feature that drives cyclic environmental changes. Seaweed holobionts, inhabiting shallow waters such as rocky shores and mud flats, are subject to seasonal changes in particular, but little is known about the influence of seasonality on their microbial communities. In this study, we conducted a three-year time series, sampling at two-month intervals, to assess the seasonality of microbial epibiota in the seaweed holobiont Gracilaria vermiculophylla. Our results reveal pronounced seasonal shifts that are both taxonomic and functional, oscillating between late winter and early summer across consecutive years. While epibiota varied taxonomically between populations, they were functionally similar, indicating that seasonal variability drives functional changes, while spatial variability is more redundant. We also identified seasonal core microbiota that consistently (re)associated with the host at specific times, alongside a permanent core that is present year-round, independent of season or geography. These findings highlight the dynamic yet resilient nature of seaweed holobionts and demonstrate that their epibiota undergo predictable changes. Therewith, this research offers important insights into the temporal dynamics of seaweed-associated microbiota and demonstrates that the relationship between seaweed host and its epibiota is not static but naturally subject to an ongoing seasonal succession process.
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Affiliation(s)
- Chantal Marie Mudlaff
- Department of Marine EcologyGEOMAR Helmholtz Centre for Ocean Research KielKielGermany
- Faculty of Mathematics and Natural SciencesChristian‐Albrechts‐Universität zu KielKielGermany
| | - Florian Weinberger
- Department of Marine EcologyGEOMAR Helmholtz Centre for Ocean Research KielKielGermany
| | - Luisa Düsedau
- Department of Marine EcologyGEOMAR Helmholtz Centre for Ocean Research KielKielGermany
- Section Benthic EcologyAlfred Wegener Institute Helmholtz Centre for Polar and Marine ResearchBremerhavenGermany
| | - Marjan Ghotbi
- Department of Marine EcologyGEOMAR Helmholtz Centre for Ocean Research KielKielGermany
- Faculty of Mathematics and Natural SciencesChristian‐Albrechts‐Universität zu KielKielGermany
| | - Sven Künzel
- Department of Evolutionary GeneticsMax Planck Institute for Evolutionary BiologyPlönGermany
| | - Guido Bonthond
- Department of Marine EcologyGEOMAR Helmholtz Centre for Ocean Research KielKielGermany
- Institute for Chemistry and Biology of the Marine Environment (ICBM), School of Mathematics and ScienceCarl von Ossietzky Universität OldenburgOldenburgGermany
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2
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Mazur-Marzec H, Andersson AF, Błaszczyk A, Dąbek P, Górecka E, Grabski M, Jankowska K, Jurczak-Kurek A, Kaczorowska AK, Kaczorowski T, Karlson B, Kataržytė M, Kobos J, Kotlarska E, Krawczyk B, Łuczkiewicz A, Piwosz K, Rybak B, Rychert K, Sjöqvist C, Surosz W, Szymczycha B, Toruńska-Sitarz A, Węgrzyn G, Witkowski A, Węgrzyn A. Biodiversity of microorganisms in the Baltic Sea: the power of novel methods in the identification of marine microbes. FEMS Microbiol Rev 2024; 48:fuae024. [PMID: 39366767 PMCID: PMC11500664 DOI: 10.1093/femsre/fuae024] [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: 04/17/2024] [Revised: 09/21/2024] [Accepted: 10/03/2024] [Indexed: 10/06/2024] Open
Abstract
Until recently, the data on the diversity of the entire microbial community from the Baltic Sea were relatively rare and very scarce. However, modern molecular methods have provided new insights into this field with interesting results. They can be summarized as follows. (i) Although low salinity causes a reduction in the biodiversity of multicellular species relative to the populations of the North-East Atlantic, no such reduction occurs in bacterial diversity. (ii) Among cyanobacteria, the picocyanobacterial group dominates when considering gene abundance, while filamentous cyanobacteria dominate in means of biomass. (iii) The diversity of diatoms and dinoflagellates is significantly larger than described a few decades ago; however, molecular studies on these groups are still scarce. (iv) Knowledge gaps in other protistan communities are evident. (v) Salinity is the main limiting parameter of pelagic fungal community composition, while the benthic fungal diversity is shaped by water depth, salinity, and sediment C and N availability. (vi) Bacteriophages are the predominant group of viruses, while among viruses infecting eukaryotic hosts, Phycodnaviridae are the most abundant; the Baltic Sea virome is contaminated with viruses originating from urban and/or industrial habitats. These features make the Baltic Sea microbiome specific and unique among other marine environments.
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Affiliation(s)
- Hanna Mazur-Marzec
- Department of Marine Biology and Biotechnology, University of Gdansk, Al. Piłsudskiego 46, PL-81-378 Gdynia, Poland
| | - Anders F Andersson
- Department of Gene Technology, KTH Royal Institute of Technology, Science for Life Laboratory, Tomtebodavägen 23A, SE-171 65 Solna, Stockholm, Sweden
| | - Agata Błaszczyk
- Department of Marine Biology and Biotechnology, University of Gdansk, Al. Piłsudskiego 46, PL-81-378 Gdynia, Poland
| | - Przemysław Dąbek
- Institute of Marine and Environmental Sciences, University of Szczecin, Mickiewicza 16a, PL-70-383 Szczecin, Poland
| | - Ewa Górecka
- Institute of Marine and Environmental Sciences, University of Szczecin, Mickiewicza 16a, PL-70-383 Szczecin, Poland
| | - Michał Grabski
- International Centre for Cancer Vaccine Science, University of Gdansk, Kładki 24, 80-822 Gdansk, Poland
| | - Katarzyna Jankowska
- Department of Environmental Engineering Technology, Gdansk University of Technology, Narutowicza 11/12, PL-80-233 Gdansk, Poland
| | - Agata Jurczak-Kurek
- Department of Evolutionary Genetics and Biosystematics, University of Gdansk, Wita Stwosza 59, PL-80-308 Gdansk, Poland
| | - Anna K Kaczorowska
- Collection of Plasmids and Microorganisms, University of Gdansk, Wita Stwosza 59, PL-80-308 Gdansk, Poland
| | - Tadeusz Kaczorowski
- Laboratory of Extremophiles Biology, Department of Microbiology, University of Gdansk, Wita Stwosza 59, PL-80-308 Gdansk, Poland
| | - Bengt Karlson
- Swedish Meteorological and Hydrological Institute
, Research and Development, Oceanography, Göteborgseskaderns plats 3, Västra Frölunda SE-426 71, Sweden
| | - Marija Kataržytė
- Marine Research Institute, Klaipėda University, Universiteto ave. 17, LT-92294 Klaipeda, Lithuania
| | - Justyna Kobos
- Department of Marine Biology and Biotechnology, University of Gdansk, Al. Piłsudskiego 46, PL-81-378 Gdynia, Poland
| | - Ewa Kotlarska
- Institute of Oceanology, Polish Academy of Sciences, Powstańców Warszawy 55, PL-81-712 Sopot, Poland
| | - Beata Krawczyk
- Department of Biotechnology and Microbiology, Gdansk University of Technology, Narutowicza 11/12, PL-80-233 Gdansk, Poland
| | - Aneta Łuczkiewicz
- Department of Environmental Engineering Technology, Gdansk University of Technology, Narutowicza 11/12, PL-80-233 Gdansk, Poland
| | - Kasia Piwosz
- National Marine Fisheries Research Institute, Kołłątaja 1, PL-81-332 Gdynia, Poland
| | - Bartosz Rybak
- Department of Environmental Toxicology, Faculty of Health Sciences with Institute of Maritime and Tropical Medicine, Medical University of Gdansk, Dębowa 23A, PL-80-204 Gdansk, Poland
| | - Krzysztof Rychert
- Pomeranian University in Słupsk, Arciszewskiego 22a, PL-76-200 Słupsk, Poland
| | - Conny Sjöqvist
- Environmental and Marine Biology, Åbo Akademi University, Henriksgatan 2, FI-20500 Åbo, Finland
| | - Waldemar Surosz
- Department of Marine Biology and Biotechnology, University of Gdansk, Al. Piłsudskiego 46, PL-81-378 Gdynia, Poland
| | - Beata Szymczycha
- Institute of Oceanology, Polish Academy of Sciences, Powstańców Warszawy 55, PL-81-712 Sopot, Poland
| | - Anna Toruńska-Sitarz
- Department of Marine Biology and Biotechnology, University of Gdansk, Al. Piłsudskiego 46, PL-81-378 Gdynia, Poland
| | - Grzegorz Węgrzyn
- Department of Molecular Biology, University of Gdansk, Wita Stwosza 59, PL-80-308 Gdansk, Poland
| | - Andrzej Witkowski
- Institute of Marine and Environmental Sciences, University of Szczecin, Mickiewicza 16a, PL-70-383 Szczecin, Poland
| | - Alicja Węgrzyn
- University Center for Applied and Interdisciplinary Research, University of Gdansk, Kładki 24, 80-822 Gdansk, Poland
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3
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Supty MSA, Jahan K, Lee JS, Choi KH. Epiphytic Bacterial Community Analysis of Ulva prolifera in Garorim and Muan Bays, Republic of Korea. Microorganisms 2024; 12:1142. [PMID: 38930524 PMCID: PMC11205692 DOI: 10.3390/microorganisms12061142] [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: 04/19/2024] [Revised: 05/16/2024] [Accepted: 06/02/2024] [Indexed: 06/28/2024] Open
Abstract
The bacterial communities related to seaweed can vary considerably across different locations, and these variations influence the seaweed's nutrition, growth, and development. To study this further, we evaluated the bacteria found on the green marine seaweed Ulva prolifera from Garorim Bay and Muan Bay, two key locations on Republic of Korea's west coast. Our analysis found notable differences in the bacterial communities between the two locations. Garorim Bay hosted a more diverse bacterial population, with the highest number of ASVs (871) compared to Muan Bay's 156 ASVs. In Muan Bay, more than 50% of the bacterial community was dominated by Pseudomonadota. On the other hand, Garorim Bay had a more balanced distribution between Bacteroidota and Pseudomonadota (37% and 35.5%, respectively). Additionally, Cyanobacteria, particularly Cyanothece aeruginosa, were found in significant numbers in Garorim Bay, making up 8% of the community. Mineral analysis indicated that Garorim Bay had higher levels of S, Na, Mg, Ca, and Fe. Function-wise, both locations exhibited bacterial enrichment in amino acid production, nucleosides, and nucleotide pathways. In conclusion, this study broadens our understanding of the bacterial communities associated with Ulva prolifera in Korean waters and provides a foundation for future research on the relationships between U. prolifera and its bacteria.
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Affiliation(s)
| | | | | | - Keun-Hyung Choi
- Department of Earth, Environmental and Space Sciences, Chungnam National University, Daejeon 34134, Republic of Korea
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4
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Chrismas N, Tindall-Jones B, Jenkins H, Harley J, Bird K, Cunliffe M. Metatranscriptomics reveals diversity of symbiotic interaction and mechanisms of carbon exchange in the marine cyanolichen Lichina pygmaea. THE NEW PHYTOLOGIST 2024; 241:2243-2257. [PMID: 37840369 DOI: 10.1111/nph.19320] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/21/2023] [Accepted: 09/21/2023] [Indexed: 10/17/2023]
Abstract
Lichens are exemplar symbioses based upon carbon exchange between photobionts and their mycobiont hosts. Historically considered a two-way relationship, some lichen symbioses have been shown to contain multiple photobiont partners; however, the way in which these photobiont communities react to environmental change is poorly understood. Lichina pygmaea is a marine cyanolichen that inhabits rocky seashores where it is submerged in seawater during every tidal cycle. Recent work has indicated that L. pygmaea has a complex photobiont community including the cyanobionts Rivularia and Pleurocapsa. We performed rRNA-based metabarcoding and mRNA metatranscriptomics of the L. pygmaea holobiont at high and low tide to investigate community response to immersion in seawater. Carbon exchange in L. pygmaea is a dynamic process, influenced by both tidal cycle and the biology of the individual symbiotic components. The mycobiont and two cyanobiont partners exhibit distinct transcriptional responses to seawater hydration. Sugar-based compatible solutes produced by Rivularia and Pleurocapsa in response to seawater are a potential source of carbon to the mycobiont. We propose that extracellular processing of photobiont-derived polysaccharides is a fundamental step in carbon acquisition by L. pygmaea and is analogous to uptake of plant-derived carbon in ectomycorrhizal symbioses.
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Affiliation(s)
- Nathan Chrismas
- Marine Biological Association, The Laboratory, Citadel Hill, Plymouth, Devon, PL1 2PB, UK
| | - Beth Tindall-Jones
- Marine Biological Association, The Laboratory, Citadel Hill, Plymouth, Devon, PL1 2PB, UK
- School of Biological and Marine Sciences, University of Plymouth, Plymouth, PL4 8AA, UK
| | - Helen Jenkins
- Marine Biological Association, The Laboratory, Citadel Hill, Plymouth, Devon, PL1 2PB, UK
| | - Joanna Harley
- Marine Biological Association, The Laboratory, Citadel Hill, Plymouth, Devon, PL1 2PB, UK
| | - Kimberley Bird
- Marine Biological Association, The Laboratory, Citadel Hill, Plymouth, Devon, PL1 2PB, UK
| | - Michael Cunliffe
- Marine Biological Association, The Laboratory, Citadel Hill, Plymouth, Devon, PL1 2PB, UK
- School of Biological and Marine Sciences, University of Plymouth, Plymouth, PL4 8AA, UK
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5
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Lefler FW, Berthold DE, Laughinghouse HD. Cyanoseq: A database of cyanobacterial 16S rRNA gene sequences with curated taxonomy. JOURNAL OF PHYCOLOGY 2023. [PMID: 37026389 DOI: 10.1111/jpy.13335] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/24/2022] [Revised: 03/19/2023] [Accepted: 03/20/2023] [Indexed: 05/23/2023]
Abstract
Cyanobacteria are photosynthetic bacteria that occupy various habitats across the globe, playing critical roles in many of Earth's biogeochemical cycles both in both aquatic and terrestrial systems. Despite their well-known significance, their taxonomy remains problematic and is the subject of much research. Taxonomic issues of Cyanobacteria have consequently led to inaccurate curation within known reference databases, ultimately leading to problematic taxonomic assignment during diversity studies. Recent advances in sequencing technologies have increased our ability to characterize and understand microbial communities, leading to the generation of thousands of sequences that require taxonomic assignment. We herein propose CyanoSeq (https://zenodo.org/record/7569105), a database of cyanobacterial 16S rRNA gene sequences with curated taxonomy. The taxonomy of CyanoSeq is based on the current state of cyanobacterial taxonomy, with ranks from the domain to genus level. Files are provided for use with common naive Bayes taxonomic classifiers, such as those included in DADA2 or the QIIME2 platform. Additionally, FASTA files are provided for creation of de novo phylogenetic trees with (near) full-length 16S rRNA gene sequences to determine the phylogenetic relationship of cyanobacterial strains and/or ASV/OTUs. The database currently consists of 5410 cyanobacterial 16S rRNA gene sequences along with 123 Chloroplast, Bacterial, and Vampirovibrionia (formally Melainabacteria) sequences.
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Affiliation(s)
- Forrest W Lefler
- Agronomy Department, Fort Lauderdale Research and Education Center, University of Florida - IFAS, Davie, Florida, USA
| | - David E Berthold
- Agronomy Department, Fort Lauderdale Research and Education Center, University of Florida - IFAS, Davie, Florida, USA
| | - H Dail Laughinghouse
- Agronomy Department, Fort Lauderdale Research and Education Center, University of Florida - IFAS, Davie, Florida, USA
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6
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Li J, Weinberger F, de Nys R, Thomas T, Egan S. A pathway to improve seaweed aquaculture through microbiota manipulation. Trends Biotechnol 2023; 41:545-556. [PMID: 36089422 DOI: 10.1016/j.tibtech.2022.08.003] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2022] [Revised: 08/13/2022] [Accepted: 08/17/2022] [Indexed: 11/19/2022]
Abstract
Eukaryotic hosts are associated with microbial communities that are critical to their function. Microbiota manipulation using beneficial microorganisms, for example, in the form of animal probiotics or plant growth-promoting microorganisms (PGPMs), can enhance host performance and health. Recently, seaweed beneficial microorganisms (SBMs) have been identified that promote the growth and development and/or improve disease resistance of seaweeds. This knowledge coincides with global initiatives seeking to expand and intensify seaweed aquaculture. Here, we provide a pathway with the potential to improve commercial cultivation of seaweeds through microbiota manipulation, highlighting that seaweed restoration practices can also benefit from further understanding SBMs and their modes of action. The challenges and opportunities of different approaches to identify and apply SBMs to seaweed aquaculture are discussed.
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Affiliation(s)
- Jiasui Li
- Centre for Marine Science and Innovation, School of Biological, Earth and Environmental Sciences, Faculty of Science, The University of New South Wales, Kensington, NSW, 2052, Australia
| | - Florian Weinberger
- Marine Ecology Division, GEOMAR Helmholtz Centre for Ocean Research Kiel, Düsternbrooker Weg 20, 24105 Kiel, Germany
| | - Rocky de Nys
- Sea Forest Limited, 488 Freestone Point Road, Triabunna, Tasmania 7190, Australia and College of Science and Engineering, James Cook University, Townsville 4810, Australia
| | - Torsten Thomas
- Centre for Marine Science and Innovation, School of Biological, Earth and Environmental Sciences, Faculty of Science, The University of New South Wales, Kensington, NSW, 2052, Australia
| | - Suhelen Egan
- Centre for Marine Science and Innovation, School of Biological, Earth and Environmental Sciences, Faculty of Science, The University of New South Wales, Kensington, NSW, 2052, Australia.
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7
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Düsedau L, Ren Y, Hou M, Wahl M, Hu ZM, Wang G, Weinberger F. Elevated Temperature-Induced Epimicrobiome Shifts in an Invasive Seaweed Gracilaria vermiculophylla. Microorganisms 2023; 11:599. [PMID: 36985173 PMCID: PMC10058608 DOI: 10.3390/microorganisms11030599] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2022] [Revised: 02/04/2023] [Accepted: 02/05/2023] [Indexed: 03/02/2023] Open
Abstract
Epibacterial communities on seaweeds are affected by several abiotic factors such as temperature and acidification. Due to global warming, surface seawater temperatures are expected to increase by 0.5-5 °C in the next century. However, how epibacterial communities associated with seaweeds will respond to global warming remains unknown. In this study, we investigated the response of epibacterial communities associated with the invasive Gracilaria vermiculophylla exposed to 3 °C above ambient temperature for 4 months using a benthocosm system in Kiel, Germany, and 16S rRNA gene amplicon sequencing. The results showed that elevated temperature affected the beta-diversity of the epibacterial communities. Some potential seaweed pathogens such as Pseudoalteromonas, Vibrio, Thalassotalea, and Acinetobacter were identified as indicator genera at the elevated temperature level. Thirteen core raw amplicon sequence variants in the elevated temperature group were the same as the populations distributed over a wide geographical range, indicating that these core ASVs may play an important role in the invasive G. vermicullophylla. Overall, this study not only contributes to a better understanding of how epibacterial communities associated with G. vermiculophylla may adapt to ocean warming, but also lays the foundation for further exploration of the interactions between G. vermiculophylla and its epimicrobiota.
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Affiliation(s)
- Luisa Düsedau
- Marine Ecology Division, GEOMAR Helmholtz-Zentrum für Ozeanforschung Kiel, Düsternbrooker Weg 20, D-24105 Kiel, Germany
- Alfred Wegener Institute, Helmholtz Center for Polar and Marine Research, Am Handelshafen 12, 27570 Bremerhaven, Germany
| | - Yifei Ren
- College of Marine Life Sciences, Ocean University of China, Qingdao 266003, China
- Institute of Evolution & Marine Biodiversity, Ocean University of China, Qingdao 266003, China
| | - Minglei Hou
- College of Marine Life Sciences, Ocean University of China, Qingdao 266003, China
- Institute of Evolution & Marine Biodiversity, Ocean University of China, Qingdao 266003, China
| | - Martin Wahl
- Marine Ecology Division, GEOMAR Helmholtz-Zentrum für Ozeanforschung Kiel, Düsternbrooker Weg 20, D-24105 Kiel, Germany
| | - Zi-Min Hu
- Ocean School, Yantai University, Yantai 264005, China
| | - 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
| | - Florian Weinberger
- Marine Ecology Division, GEOMAR Helmholtz-Zentrum für Ozeanforschung Kiel, Düsternbrooker Weg 20, D-24105 Kiel, Germany
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