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      Biodiversity of microorganisms in the Baltic Sea: the power of novel methods in the identification of marine microbes

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          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.

          Abstract

          The specific Baltic Sea hydrographic conditions and significant anthropogenic pressure make the composition, diversity, and abundance of microorganisms unique relative to other marine habitats.

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          DADA2: High resolution sample inference from Illumina amplicon data

          We present DADA2, a software package that models and corrects Illumina-sequenced amplicon errors. DADA2 infers sample sequences exactly, without coarse-graining into OTUs, and resolves differences of as little as one nucleotide. In several mock communities DADA2 identified more real variants and output fewer spurious sequences than other methods. We applied DADA2 to vaginal samples from a cohort of pregnant women, revealing a diversity of previously undetected Lactobacillus crispatus variants.
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            Reproducible, interactive, scalable and extensible microbiome data science using QIIME 2

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              Introducing mothur: open-source, platform-independent, community-supported software for describing and comparing microbial communities.

              mothur aims to be a comprehensive software package that allows users to use a single piece of software to analyze community sequence data. It builds upon previous tools to provide a flexible and powerful software package for analyzing sequencing data. As a case study, we used mothur to trim, screen, and align sequences; calculate distances; assign sequences to operational taxonomic units; and describe the alpha and beta diversity of eight marine samples previously characterized by pyrosequencing of 16S rRNA gene fragments. This analysis of more than 222,000 sequences was completed in less than 2 h with a laptop computer.
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                Author and article information

                Contributors
                Journal
                FEMS Microbiol Rev
                FEMS Microbiol Rev
                femsre
                FEMS Microbiology Reviews
                Oxford University Press
                0168-6445
                1574-6976
                September 2024
                04 October 2024
                04 October 2024
                : 48
                : 5
                : fuae024
                Affiliations
                Department of Marine Biology and Biotechnology, University of Gdansk , Al. Piłsudskiego 46, PL-81-378 Gdynia, Poland
                Department of Gene Technology, KTH Royal Institute of Technology, Science for Life Laboratory , Tomtebodavägen 23A, SE-171 65 Solna, Stockholm, Sweden
                Department of Marine Biology and Biotechnology, University of Gdansk , Al. Piłsudskiego 46, PL-81-378 Gdynia, Poland
                Institute of Marine and Environmental Sciences, University of Szczecin , Mickiewicza 16a, PL-70-383 Szczecin, Poland
                Institute of Marine and Environmental Sciences, University of Szczecin , Mickiewicza 16a, PL-70-383 Szczecin, Poland
                International Centre for Cancer Vaccine Science, University of Gdansk , Kładki 24, 80-822 Gdansk, Poland
                Department of Environmental Engineering Technology, Gdansk University of Technology , Narutowicza 11/12, PL-80-233 Gdansk, Poland
                Department of Evolutionary Genetics and Biosystematics, University of Gdansk , Wita Stwosza 59, PL-80-308 Gdansk, Poland
                Collection of Plasmids and Microorganisms, University of Gdansk , Wita Stwosza 59, PL-80-308 Gdansk, Poland
                Laboratory of Extremophiles Biology, Department of Microbiology, University of Gdansk , Wita Stwosza 59, PL-80-308 Gdansk, Poland
                Swedish Meteorological and Hydrological Institute , Research and Development, Oceanography , Göteborgseskaderns plats 3, Västra Frölunda SE-426 71, Sweden
                Marine Research Institute, Klaipėda University , Universiteto ave. 17, LT-92294 Klaipeda, Lithuania
                Department of Marine Biology and Biotechnology, University of Gdansk , Al. Piłsudskiego 46, PL-81-378 Gdynia, Poland
                Institute of Oceanology, Polish Academy of Sciences , Powstańców Warszawy 55, PL-81-712 Sopot, Poland
                Department of Biotechnology and Microbiology, Gdansk University of Technology , Narutowicza 11/12, PL-80-233 Gdansk, Poland
                Department of Environmental Engineering Technology, Gdansk University of Technology , Narutowicza 11/12, PL-80-233 Gdansk, Poland
                National Marine Fisheries Research Institute , Kołłątaja 1, PL-81-332 Gdynia, Poland
                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
                Pomeranian University in Słupsk , Arciszewskiego 22a, PL-76-200 Słupsk, Poland
                Environmental and Marine Biology, Åbo Akademi University , Henriksgatan 2, FI-20500 Åbo, Finland
                Department of Marine Biology and Biotechnology, University of Gdansk , Al. Piłsudskiego 46, PL-81-378 Gdynia, Poland
                Institute of Oceanology, Polish Academy of Sciences , Powstańców Warszawy 55, PL-81-712 Sopot, Poland
                Department of Marine Biology and Biotechnology, University of Gdansk , Al. Piłsudskiego 46, PL-81-378 Gdynia, Poland
                Department of Molecular Biology, University of Gdansk , Wita Stwosza 59, PL-80-308 Gdansk, Poland
                Institute of Marine and Environmental Sciences, University of Szczecin , Mickiewicza 16a, PL-70-383 Szczecin, Poland
                University Center for Applied and Interdisciplinary Research, University of Gdansk , Kładki 24, 80-822 Gdansk, Poland
                Author notes
                Corresponding author. University Center for Applied and Interdisciplinary Research, University of Gdansk, Kładki 24, 80-822 Gdansk, Poland. E-mail: alicja.wegrzyn@ 123456ug.edu.pl

                This author passed away during the preparation of the final version of the manuscript

                Author information
                https://orcid.org/0000-0002-2305-2677
                https://orcid.org/0000-0002-7524-3504
                https://orcid.org/0000-0002-3248-3364
                https://orcid.org/0000-0002-3073-2814
                Article
                fuae024
                10.1093/femsre/fuae024
                11500664
                39366767
                0ba0025d-8320-42fa-bb85-49d7d8ae23f3
                © The Author(s) 2024. Published by Oxford University Press on behalf of FEMS.

                This is an Open Access article distributed under the terms of the Creative Commons Attribution License ( https://creativecommons.org/licenses/by/4.0/), which permits unrestricted reuse, distribution, and reproduction in any medium, provided the original work is properly cited.

                History
                : 17 April 2024
                : 21 September 2024
                : 03 October 2024
                : 24 October 2024
                Page count
                Pages: 42
                Funding
                Funded by: National Science Centre, DOI 10.13039/501100004281;
                Award ID: 2021/03/Y/NZ8/00076
                Funded by: Swedish Research Council, DOI 10.13039/501100004359;
                Award ID: 2021-05563
                Categories
                Review Article
                AcademicSubjects/SCI01150

                Microbiology & Virology
                baltic sea,marine ecosystem,diversity of microorganisms,molecular methods,prokaryotic and eukaryotic microorganisms,marine viruses

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