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Freilich MA, Poirier C, Dever M, Alou-Font E, Allen J, Cabornero A, Sudek L, Choi CJ, Ruiz S, Pascual A, Farrar JT, Johnston TMS, D’Asaro EA, Worden AZ, Mahadevan A. 3D intrusions transport active surface microbial assemblages to the dark ocean. Proc Natl Acad Sci U S A 2024; 121:e2319937121. [PMID: 38696469 PMCID: PMC11087786 DOI: 10.1073/pnas.2319937121] [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: 11/14/2023] [Accepted: 03/18/2024] [Indexed: 05/04/2024] Open
Abstract
Subtropical oceans contribute significantly to global primary production, but the fate of the picophytoplankton that dominate in these low-nutrient regions is poorly understood. Working in the subtropical Mediterranean, we demonstrate that subduction of water at ocean fronts generates 3D intrusions with uncharacteristically high carbon, chlorophyll, and oxygen that extend below the sunlit photic zone into the dark ocean. These contain fresh picophytoplankton assemblages that resemble the photic-zone regions where the water originated. Intrusions propagate depth-dependent seasonal variations in microbial assemblages into the ocean interior. Strikingly, the intrusions included dominant biomass contributions from nonphotosynthetic bacteria and enrichment of enigmatic heterotrophic bacterial lineages. Thus, the intrusions not only deliver material that differs in composition and nutritional character from sinking detrital particles, but also drive shifts in bacterial community composition, organic matter processing, and interactions between surface and deep communities. Modeling efforts paired with global observations demonstrate that subduction can flux similar magnitudes of particulate organic carbon as sinking export, but is not accounted for in current export estimates and carbon cycle models. Intrusions formed by subduction are a particularly important mechanism for enhancing connectivity between surface and upper mesopelagic ecosystems in stratified subtropical ocean environments that are expanding due to the warming climate.
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Affiliation(s)
- Mara A. Freilich
- Massachusetts Institute of Technology-Wood Hole Oceanographic Institution Joint Program in Oceanography, Woods Hole, MA02543
- Scripps Institution of Oceanography, University of California San Diego, La Jolla, CA92093
- Department of Earth, Environmental, and Planetary Sciences, Brown University, Providence, RI02912
- Division of Applied Mathematics, Brown University, Providence, RI02912
| | - Camille Poirier
- GEOMAR—Helmholtz Centre for Ocean Research, Kiel24105, Germany
| | - Mathieu Dever
- Department of Physical Oceanography, Woods Hole Oceanographic Institution, Woods Hole, MA02543
| | - Eva Alou-Font
- Sistema de Observación y Predicción Costero de las Illes Balears (SOCIB), Palma de Mallorca 07121, Spain
| | - John Allen
- Sistema de Observación y Predicción Costero de las Illes Balears (SOCIB), Palma de Mallorca 07121, Spain
| | - Andrea Cabornero
- Sistema de Observación y Predicción Costero de las Illes Balears (SOCIB), Palma de Mallorca 07121, Spain
| | - Lisa Sudek
- Physical & Biological Sciences Division, University of California, Santa Cruz, CA95064
| | - Chang Jae Choi
- GEOMAR—Helmholtz Centre for Ocean Research, Kiel24105, Germany
| | - Simón Ruiz
- Instituto Mediterraneo de Estudios Avanzados (IMEDEA), Esporles07190, Spain
| | - Ananda Pascual
- Instituto Mediterraneo de Estudios Avanzados (IMEDEA), Esporles07190, Spain
| | - J. Thomas Farrar
- Department of Physical Oceanography, Woods Hole Oceanographic Institution, Woods Hole, MA02543
| | - T. M. Shaun Johnston
- Scripps Institution of Oceanography, University of California San Diego, La Jolla, CA92093
| | - Eric A. D’Asaro
- Applied Physics Lab, University of Washington, Seattle, WA98105
| | - Alexandra Z. Worden
- GEOMAR—Helmholtz Centre for Ocean Research, Kiel24105, Germany
- Physical & Biological Sciences Division, University of California, Santa Cruz, CA95064
- Marine Biological Laboratory, Woods Hole, MA02543
| | - Amala Mahadevan
- Department of Physical Oceanography, Woods Hole Oceanographic Institution, Woods Hole, MA02543
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Rigonato J, Budinich M, Murillo AA, Brandão MC, Pierella Karlusich JJ, Soviadan YD, Gregory AC, Endo H, Kokoszka F, Vik D, Henry N, Frémont P, Labadie K, Zayed AA, Dimier C, Picheral M, Searson S, Poulain J, Kandels S, Pesant S, Karsenti E, Bork P, Bowler C, de Vargas C, Eveillard D, Gehlen M, Iudicone D, Lombard F, Ogata H, Stemmann L, Sullivan MB, Sunagawa S, Wincker P, Chaffron S, Jaillon O. Ocean-wide comparisons of mesopelagic planktonic community structures. ISME COMMUNICATIONS 2023; 3:83. [PMID: 37596349 PMCID: PMC10439195 DOI: 10.1038/s43705-023-00279-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/09/2021] [Revised: 06/21/2023] [Accepted: 06/29/2023] [Indexed: 08/20/2023]
Abstract
For decades, marine plankton have been investigated for their capacity to modulate biogeochemical cycles and provide fishery resources. Between the sunlit (epipelagic) layer and the deep dark waters, lies a vast and heterogeneous part of the ocean: the mesopelagic zone. How plankton composition is shaped by environment has been well-explored in the epipelagic but much less in the mesopelagic ocean. Here, we conducted comparative analyses of trans-kingdom community assemblages thriving in the mesopelagic oxygen minimum zone (OMZ), mesopelagic oxic, and their epipelagic counterparts. We identified nine distinct types of intermediate water masses that correlate with variation in mesopelagic community composition. Furthermore, oxygen, NO3- and particle flux together appeared as the main drivers governing these communities. Novel taxonomic signatures emerged from OMZ while a global co-occurrence network analysis showed that about 70% of the abundance of mesopelagic plankton groups is organized into three community modules. One module gathers prokaryotes, pico-eukaryotes and Nucleo-Cytoplasmic Large DNA Viruses (NCLDV) from oxic regions, and the two other modules are enriched in OMZ prokaryotes and OMZ pico-eukaryotes, respectively. We hypothesize that OMZ conditions led to a diversification of ecological niches, and thus communities, due to selective pressure from limited resources. Our study further clarifies the interplay between environmental factors in the mesopelagic oxic and OMZ, and the compositional features of communities.
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Affiliation(s)
- Janaina Rigonato
- Génomique Métabolique, Genoscope, Institut de Biologie François Jacob, Commissariat à l'Energie Atomique (CEA), CNRS, Université Evry, Université Paris-Saclay, 91000, Evry, France.
- Research Federation for the study of Global Ocean Systems Ecology and Evolution, FR2022/Tara Oceans GOSEE, 3 rue Michel-Ange, 75016, Paris, France.
| | - Marko Budinich
- Sorbonne Université, CNRS, Station Biologique de Roscoff, AD2M, UMR 7144, 29680, Roscoff, France
- Nantes Université, École Centrale Nantes, CNRS, LS2N, UMR 6004, F-44000, Nantes, France
| | - Alejandro A Murillo
- Structural and Computational Biology, European Molecular Biology Laboratory, Meyerhofstr. 1, 69117, Heidelberg, Germany
| | - Manoela C Brandão
- Sorbonne Université, CNRS, Institut de la Mer de Villefranche sur mer, Laboratoire d'Océanographie de Villefranche, 06230, Villefranche-sur-Mer, France
| | - Juan J Pierella Karlusich
- Institut de Biologie de l'ENS (IBENS), Département de biologie, Ecole normale supérieure, CNRS, INSERM, Université PSL, 75005, Paris, France
| | - Yawouvi Dodji Soviadan
- Sorbonne Université, CNRS, Institut de la Mer de Villefranche sur mer, Laboratoire d'Océanographie de Villefranche, 06230, Villefranche-sur-Mer, France
| | - Ann C Gregory
- Department of Microbiology, The Ohio State University, Columbus, OH, 43214, USA
| | - Hisashi Endo
- Bioinformatics Center, Institute for Chemical Research Kyoto University, Gokasho, Uji, Kyoto, 611-0011, Japan
| | - Florian Kokoszka
- Institut de Biologie de l'ENS (IBENS), Département de biologie, Ecole normale supérieure, CNRS, INSERM, Université PSL, 75005, Paris, France
- Stazione Zoologica Anton Dohrn, Villa Comunale, 80121, Naples, Italy
| | - Dean Vik
- Department of Microbiology, The Ohio State University, Columbus, OH, 43214, USA
| | - Nicolas Henry
- Research Federation for the study of Global Ocean Systems Ecology and Evolution, FR2022/Tara Oceans GOSEE, 3 rue Michel-Ange, 75016, Paris, France
- Sorbonne Université, CNRS, Station Biologique de Roscoff, AD2M, UMR 7144, 29680, Roscoff, France
| | - Paul Frémont
- Génomique Métabolique, Genoscope, Institut de Biologie François Jacob, Commissariat à l'Energie Atomique (CEA), CNRS, Université Evry, Université Paris-Saclay, 91000, Evry, France
| | - Karine Labadie
- Génomique Métabolique, Genoscope, Institut de Biologie François Jacob, Commissariat à l'Energie Atomique (CEA), CNRS, Université Evry, Université Paris-Saclay, 91000, Evry, France
| | - Ahmed A Zayed
- Department of Microbiology, The Ohio State University, Columbus, OH, 43214, USA
| | - Céline Dimier
- Sorbonne Université, CNRS, Institut de la Mer de Villefranche sur mer, Laboratoire d'Océanographie de Villefranche, 06230, Villefranche-sur-Mer, France
| | - Marc Picheral
- Research Federation for the study of Global Ocean Systems Ecology and Evolution, FR2022/Tara Oceans GOSEE, 3 rue Michel-Ange, 75016, Paris, France
- Sorbonne Université, CNRS, Institut de la Mer de Villefranche sur mer, Laboratoire d'Océanographie de Villefranche, 06230, Villefranche-sur-Mer, France
| | - Sarah Searson
- Sorbonne Université, CNRS, Institut de la Mer de Villefranche sur mer, Laboratoire d'Océanographie de Villefranche, 06230, Villefranche-sur-Mer, France
| | - Julie Poulain
- Génomique Métabolique, Genoscope, Institut de Biologie François Jacob, Commissariat à l'Energie Atomique (CEA), CNRS, Université Evry, Université Paris-Saclay, 91000, Evry, France
- Research Federation for the study of Global Ocean Systems Ecology and Evolution, FR2022/Tara Oceans GOSEE, 3 rue Michel-Ange, 75016, Paris, France
| | - Stefanie Kandels
- Structural and Computational Biology, European Molecular Biology Laboratory, Meyerhofstr. 1, 69117, Heidelberg, Germany
- Directors' Research European Molecular Biology Laboratory Meyerhofstr. 1, 69117, Heidelberg, Germany
| | - Stéphane Pesant
- MARUM, Center for Marine Environmental Sciences, University of Bremen, Bremen, Germany
- PANGAEA, Data Publisher for Earth and Environmental Science, University of Bremen, Bremen, Germany
| | - Eric Karsenti
- Institut de Biologie de l'ENS (IBENS), Département de biologie, Ecole normale supérieure, CNRS, INSERM, Université PSL, 75005, Paris, France
- Directors' Research European Molecular Biology Laboratory Meyerhofstr. 1, 69117, Heidelberg, Germany
| | - Peer Bork
- Structural and Computational Biology, European Molecular Biology Laboratory, Meyerhofstr. 1, 69117, Heidelberg, Germany
- Department of Bioinformatics, Biocenter, University of Würzburg, Würzburg, Germany
| | - Chris Bowler
- Research Federation for the study of Global Ocean Systems Ecology and Evolution, FR2022/Tara Oceans GOSEE, 3 rue Michel-Ange, 75016, Paris, France
- Institut de Biologie de l'ENS (IBENS), Département de biologie, Ecole normale supérieure, CNRS, INSERM, Université PSL, 75005, Paris, France
| | - Colomban de Vargas
- Research Federation for the study of Global Ocean Systems Ecology and Evolution, FR2022/Tara Oceans GOSEE, 3 rue Michel-Ange, 75016, Paris, France
- Sorbonne Université, CNRS, Station Biologique de Roscoff, AD2M, UMR 7144, 29680, Roscoff, France
| | - Damien Eveillard
- Research Federation for the study of Global Ocean Systems Ecology and Evolution, FR2022/Tara Oceans GOSEE, 3 rue Michel-Ange, 75016, Paris, France
- Nantes Université, École Centrale Nantes, CNRS, LS2N, UMR 6004, F-44000, Nantes, France
| | - Marion Gehlen
- Institut Pierre Simon Laplace, Laboratoire des Sciences du Climat et de l'Environnement, CEA, CNRS, Université Paris-Saclay, 91191, Gif-sur-Yvette cedex, France
| | - Daniele Iudicone
- Stazione Zoologica Anton Dohrn, Villa Comunale, 80121, Naples, Italy
| | - Fabien Lombard
- Research Federation for the study of Global Ocean Systems Ecology and Evolution, FR2022/Tara Oceans GOSEE, 3 rue Michel-Ange, 75016, Paris, France
- Sorbonne Université, CNRS, Institut de la Mer de Villefranche sur mer, Laboratoire d'Océanographie de Villefranche, 06230, Villefranche-sur-Mer, France
| | - Hiroyuki Ogata
- Bioinformatics Center, Institute for Chemical Research Kyoto University, Gokasho, Uji, Kyoto, 611-0011, Japan
| | - Lars Stemmann
- Research Federation for the study of Global Ocean Systems Ecology and Evolution, FR2022/Tara Oceans GOSEE, 3 rue Michel-Ange, 75016, Paris, France
- Sorbonne Université, CNRS, Institut de la Mer de Villefranche sur mer, Laboratoire d'Océanographie de Villefranche, 06230, Villefranche-sur-Mer, France
| | - Matthew B Sullivan
- Department of Microbiology, The Ohio State University, Columbus, OH, 43214, USA
- Department of Civil, Environmental and Geodetic Engineering, The Ohio State University, Columbus, OH, 43214, USA
| | - Shinichi Sunagawa
- Structural and Computational Biology, European Molecular Biology Laboratory, Meyerhofstr. 1, 69117, Heidelberg, Germany
- Department of Biology; Institute of Microbiology and Swiss Institute of Bioinformatics, ETH Zurich, Zurich, 8093, Switzerland
| | - Patrick Wincker
- Génomique Métabolique, Genoscope, Institut de Biologie François Jacob, Commissariat à l'Energie Atomique (CEA), CNRS, Université Evry, Université Paris-Saclay, 91000, Evry, France
- Research Federation for the study of Global Ocean Systems Ecology and Evolution, FR2022/Tara Oceans GOSEE, 3 rue Michel-Ange, 75016, Paris, France
| | - Samuel Chaffron
- Research Federation for the study of Global Ocean Systems Ecology and Evolution, FR2022/Tara Oceans GOSEE, 3 rue Michel-Ange, 75016, Paris, France
- Nantes Université, École Centrale Nantes, CNRS, LS2N, UMR 6004, F-44000, Nantes, France
| | - Olivier Jaillon
- Génomique Métabolique, Genoscope, Institut de Biologie François Jacob, Commissariat à l'Energie Atomique (CEA), CNRS, Université Evry, Université Paris-Saclay, 91000, Evry, France.
- Research Federation for the study of Global Ocean Systems Ecology and Evolution, FR2022/Tara Oceans GOSEE, 3 rue Michel-Ange, 75016, Paris, France.
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