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      16S rRNA gene metabarcoding and TEM reveals different ecological strategies within the genus Neogloboquadrina (planktonic foraminifer)

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          Abstract

          Uncovering the complexities of trophic and metabolic interactions among microorganisms is essential for the understanding of marine biogeochemical cycling and modelling climate-driven ecosystem shifts. High-throughput DNA sequencing methods provide valuable tools for examining these complex interactions, although this remains challenging, as many microorganisms are difficult to isolate, identify and culture. We use two species of planktonic foraminifera from the climatically susceptible, palaeoceanographically important genus Neogloboquadrina, as ideal test microorganisms for the application of 16S rRNA gene metabarcoding. Neogloboquadrina dutertrei and Neogloboquadrina incompta were collected from the California Current and subjected to either 16S rRNA gene metabarcoding, fluorescence microscopy, or transmission electron microscopy (TEM) to investigate their species-specific trophic interactions and potential symbiotic associations. 53–99% of 16S rRNA gene sequences recovered from two specimens of N. dutertrei were assigned to a single operational taxonomic unit (OTU) from a chloroplast of the phylum Stramenopile. TEM observations confirmed the presence of numerous intact coccoid algae within the host cell, consistent with algal symbionts. Based on sequence data and observed ultrastructure, we taxonomically assign the putative algal symbionts to Pelagophyceae and not Chrysophyceae, as previously reported in this species. In addition, our data shows that N. dutertrei feeds on protists within particulate organic matter (POM), but not on bacteria as a major food source. In total contrast, of OTUs recovered from three N. incompta specimens, 83–95% were assigned to bacterial classes Alteromonadales and Vibrionales of the order Gammaproteobacteria. TEM demonstrates that these bacteria are a food source, not putative symbionts. Contrary to the current view that non-spinose foraminifera are predominantly herbivorous, neither N. dutertrei nor N. incompta contained significant numbers of phytoplankton OTUs. We present an alternative view of their trophic interactions and discuss these results within the context of modelling global planktonic foraminiferal abundances in response to high-latitude climate change.

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          Causes and impacts of the 2014 warm anomaly in the NE Pacific

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            Ocean plankton. Determinants of community structure in the global plankton interactome.

            Species interaction networks are shaped by abiotic and biotic factors. Here, as part of the Tara Oceans project, we studied the photic zone interactome using environmental factors and organismal abundance profiles and found that environmental factors are incomplete predictors of community structure. We found associations across plankton functional types and phylogenetic groups to be nonrandomly distributed on the network and driven by both local and global patterns. We identified interactions among grazers, primary producers, viruses, and (mainly parasitic) symbionts and validated network-generated hypotheses using microscopy to confirm symbiotic relationships. We have thus provided a resource to support further research on ocean food webs and integrating biological components into ocean models.
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              Ocean's least productive waters are expanding

                Author and article information

                Contributors
                Role: ConceptualizationRole: Data curationRole: Formal analysisRole: Funding acquisitionRole: InvestigationRole: MethodologyRole: Project administrationRole: VisualizationRole: Writing – original draftRole: Writing – review & editing
                Role: ConceptualizationRole: MethodologyRole: SupervisionRole: Writing – original draftRole: Writing – review & editing
                Role: Funding acquisitionRole: ResourcesRole: Writing – review & editing
                Role: Funding acquisitionRole: ResourcesRole: Writing – review & editing
                Role: ResourcesRole: Writing – review & editing
                Role: Formal analysisRole: MethodologyRole: Writing – review & editing
                Role: MethodologyRole: SupervisionRole: Writing – review & editing
                Role: Editor
                Journal
                PLoS One
                PLoS ONE
                plos
                plosone
                PLoS ONE
                Public Library of Science (San Francisco, CA USA )
                1932-6203
                29 January 2018
                2018
                : 13
                : 1
                : e0191653
                Affiliations
                [1 ] School of Geosciences, University of Edinburgh, Edinburgh, United Kingdom
                [2 ] School of Geography and Sustainable Development, University of St Andrews, St Andrews, United Kingdom
                [3 ] Department of Earth and Planetary Sciences, University of California Davis, Davis, California, United States of America
                [4 ] School of Biological Sciences, University of Edinburgh, Edinburgh, United Kingdom
                Universita degli Studi di Urbino Carlo Bo, ITALY
                Author notes

                Competing Interests: The authors have declared that no competing interests exist.

                [¤a]

                Current address: College of Earth, Ocean, and Atmospheric Sciences, Oregon State University, Corvallis, Oregon, United States of America

                [¤b]

                Current address: School of the Earth, Ocean and the Environment, University of South Carolina, Columbia, South Carolina, United States of America

                Author information
                http://orcid.org/0000-0002-7500-5573
                Article
                PONE-D-17-28452
                10.1371/journal.pone.0191653
                5788372
                29377905
                94b2e6d1-32b1-4b91-86c3-18ad92213a58
                © 2018 Bird et al

                This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.

                History
                : 31 July 2017
                : 9 January 2018
                Page count
                Figures: 7, Tables: 1, Pages: 26
                Funding
                Funded by: funder-id http://dx.doi.org/10.13039/501100000270, Natural Environment Research Council;
                Award ID: N/A
                Award Recipient :
                Funded by: funder-id http://dx.doi.org/10.13039/501100000643, Daphne Jackson Trust;
                Award ID: N/A
                Award Recipient :
                Funded by: funder-id http://dx.doi.org/10.13039/100000001, National Science Foundation;
                Award ID: OCE-1261519
                Award Recipient :
                CB was supported on a Daphne Jackson Fellowship sponsored by Natural Environmental Research Council ( www.nerc.ac.uk) and the University of Edinburgh via the Daphne Jackson Trust. Field collections were supported by the National Science Foundation ( www.nsf.gov) grant number OCE-1261519 to ADR and JSF. The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.
                Categories
                Research Article
                Biology and Life Sciences
                Organisms
                Eukaryota
                Plants
                Algae
                Biology and life sciences
                Biochemistry
                Nucleic acids
                RNA
                Non-coding RNA
                Ribosomal RNA
                Biology and life sciences
                Biochemistry
                Ribosomes
                Ribosomal RNA
                Biology and life sciences
                Cell biology
                Cellular structures and organelles
                Ribosomes
                Ribosomal RNA
                Research and Analysis Methods
                Microscopy
                Electron Microscopy
                Transmission Electron Microscopy
                Biology and Life Sciences
                Cell Biology
                Cellular Structures and Organelles
                Chloroplasts
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                Cell Biology
                Plant Cell Biology
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                Biology and Life Sciences
                Ecology
                Community Ecology
                Trophic Interactions
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                Biology and Life Sciences
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                Organisms
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                Custom metadata
                Illumina next-generation DNA sequences were deposited in the Sequencing Read Archive (SRA) of the National Centre for Biotechnology Information under Bioproject accession PRJNA341096, SRA run accessions SRR5710159-SRR5710162.

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