IDEAS home Printed from https://ideas.repec.org/a/nat/natcom/v13y2022i1d10.1038_s41467-022-30139-4.html
   My bibliography  Save this article

Influence of nutrient supply on plankton microbiome biodiversity and distribution in a coastal upwelling region

Author

Listed:
  • Chase C. James

    (University of California San Diego
    J. Craig Venter Institute)

  • Andrew D. Barton

    (University of California San Diego
    University of California San Diego)

  • Lisa Zeigler Allen

    (University of California San Diego
    J. Craig Venter Institute)

  • Robert H. Lampe

    (University of California San Diego
    J. Craig Venter Institute)

  • Ariel Rabines

    (University of California San Diego
    J. Craig Venter Institute)

  • Anne Schulberg

    (University of California San Diego
    J. Craig Venter Institute)

  • Hong Zheng

    (J. Craig Venter Institute)

  • Ralf Goericke

    (University of California San Diego)

  • Kelly D. Goodwin

    (Atlantic Oceanographic and Meteorological Laboratory, (Stationed at Southwest Fisheries Science Center))

  • Andrew E. Allen

    (University of California San Diego
    J. Craig Venter Institute)

Abstract

The ecological and oceanographic processes that drive the response of pelagic ocean microbiomes to environmental changes remain poorly understood, particularly in coastal upwelling ecosystems. Here we show that seasonal and interannual variability in coastal upwelling predicts pelagic ocean microbiome diversity and community structure in the Southern California Current region. Ribosomal RNA gene sequencing, targeting prokaryotic and eukaryotic microbes, from samples collected seasonally during 2014-2020 indicate that nitracline depth is the most robust predictor of spatial microbial community structure and biodiversity in this region. Striking ecological changes occurred due to the transition from a warm anomaly during 2014-2016, characterized by intense stratification, to cooler conditions in 2017-2018, representative of more typical upwelling conditions, with photosynthetic eukaryotes, especially diatoms, changing most strongly. The regional slope of nitracline depth exerts strong control on the relative proportion of highly diverse offshore communities and low biodiversity, but highly productive nearshore communities.

Suggested Citation

  • Chase C. James & Andrew D. Barton & Lisa Zeigler Allen & Robert H. Lampe & Ariel Rabines & Anne Schulberg & Hong Zheng & Ralf Goericke & Kelly D. Goodwin & Andrew E. Allen, 2022. "Influence of nutrient supply on plankton microbiome biodiversity and distribution in a coastal upwelling region," Nature Communications, Nature, vol. 13(1), pages 1-13, December.
  • Handle: RePEc:nat:natcom:v:13:y:2022:i:1:d:10.1038_s41467-022-30139-4
    DOI: 10.1038/s41467-022-30139-4
    as

    Download full text from publisher

    File URL: https://www.nature.com/articles/s41467-022-30139-4
    File Function: Abstract
    Download Restriction: no

    File URL: https://libkey.io/10.1038/s41467-022-30139-4?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Ernesto Villarino & James R. Watson & Bror Jönsson & Josep M. Gasol & Guillem Salazar & Silvia G. Acinas & Marta Estrada & Ramón Massana & Ramiro Logares & Caterina R. Giner & Massimo C. Pernice & M. , 2018. "Large-scale ocean connectivity and planktonic body size," Nature Communications, Nature, vol. 9(1), pages 1-13, December.
    2. Jonathan M. Chase & Mathew A. Leibold, 2002. "Spatial scale dictates the productivity–biodiversity relationship," Nature, Nature, vol. 416(6879), pages 427-430, March.
    3. S. M. Vallina & M. J. Follows & S. Dutkiewicz & J. M. Montoya & P. Cermeno & M. Loreau, 2014. "Global relationship between phytoplankton diversity and productivity in the ocean," Nature Communications, Nature, vol. 5(1), pages 1-10, September.
    4. Paul J McMurdie & Susan Holmes, 2014. "Waste Not, Want Not: Why Rarefying Microbiome Data Is Inadmissible," PLOS Computational Biology, Public Library of Science, vol. 10(4), pages 1-12, April.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Aaron C Ericsson & J Wade Davis & William Spollen & Nathan Bivens & Scott Givan & Catherine E Hagan & Mark McIntosh & Craig L Franklin, 2015. "Effects of Vendor and Genetic Background on the Composition of the Fecal Microbiota of Inbred Mice," PLOS ONE, Public Library of Science, vol. 10(2), pages 1-19, February.
    2. Joseph George Ray & Prasanthkumar Santhakumaran & Santhoshkumar Kookal, 2021. "Phytoplankton communities of eutrophic freshwater bodies (Kerala, India) in relation to the physicochemical water quality parameters," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 23(1), pages 259-290, January.
    3. Duo Jiang & Thomas Sharpton & Yuan Jiang, 2021. "Microbial Interaction Network Estimation via Bias-Corrected Graphical Lasso," Statistics in Biosciences, Springer;International Chinese Statistical Association, vol. 13(2), pages 329-350, July.
    4. Shilan Li & Jianxin Shi & Paul Albert & Hong-Bin Fang, 2022. "Dependence Structure Analysis and Its Application in Human Microbiome," Mathematics, MDPI, vol. 11(1), pages 1-14, December.
    5. M. McCauley & T. L. Goulet & C. R. Jackson & S. Loesgen, 2023. "Systematic review of cnidarian microbiomes reveals insights into the structure, specificity, and fidelity of marine associations," Nature Communications, Nature, vol. 14(1), pages 1-15, December.
    6. Anna C. Peterson & Himanshu Sharma & Arvind Kumar & Bruno M. Ghersi & Scott J. Emrich & Kurt J. Vandegrift & Amit Kapoor & Michael J. Blum, 2021. "Rodent Virus Diversity and Differentiation across Post-Katrina New Orleans," Sustainability, MDPI, vol. 13(14), pages 1-18, July.
    7. Francesco Spennati & Salvatore La China & Giovanna Siracusa & Simona Di Gregorio & Alessandra Bardi & Valeria Tigini & Gualtiero Mori & David Gabriel & Giulio Munz, 2021. "Tannery Wastewater Recalcitrant Compounds Foster the Selection of Fungi in Non-Sterile Conditions: A Pilot Scale Long-Term Test," IJERPH, MDPI, vol. 18(12), pages 1-18, June.
    8. Felix Milke & Jens Meyerjürgens & Meinhard Simon, 2023. "Ecological mechanisms and current systems shape the modular structure of the global oceans’ prokaryotic seascape," Nature Communications, Nature, vol. 14(1), pages 1-15, December.
    9. Philip A. Loring, 2022. "Regenerative food systems and the conservation of change," Agriculture and Human Values, Springer;The Agriculture, Food, & Human Values Society (AFHVS), vol. 39(2), pages 701-713, June.
    10. William Bernard Perry & Mathew Seymour & Luisa Orsini & Ifan Bryn Jâms & Nigel Milner & François Edwards & Rachel Harvey & Mark Bruyn & Iliana Bista & Kerry Walsh & Bridget Emmett & Rosetta Blackman &, 2024. "An integrated spatio-temporal view of riverine biodiversity using environmental DNA metabarcoding," Nature Communications, Nature, vol. 15(1), pages 1-13, December.
    11. Amanda H Pendegraft & Boyi Guo & Nengjun Yi, 2019. "Bayesian hierarchical negative binomial models for multivariable analyses with applications to human microbiome count data," PLOS ONE, Public Library of Science, vol. 14(8), pages 1-23, August.
    12. Pratheepa Jeganathan & Susan P. Holmes, 2021. "A Statistical Perspective on the Challenges in Molecular Microbial Biology," Journal of Agricultural, Biological and Environmental Statistics, Springer;The International Biometric Society;American Statistical Association, vol. 26(2), pages 131-160, June.
    13. Georgia Charalampous & Efsevia Fragkou & Konstantinos A. Kormas & Alexandre B. De Menezes & Paraskevi N. Polymenakou & Nikos Pasadakis & Nicolas Kalogerakis & Eleftheria Antoniou & Evangelia Gontikaki, 2021. "Comparison of Hydrocarbon-Degrading Consortia from Surface and Deep Waters of the Eastern Mediterranean Sea: Characterization and Degradation Potential," Energies, MDPI, vol. 14(8), pages 1-18, April.
    14. Yask Gupta & Anna Lara Ernst & Artem Vorobyev & Foteini Beltsiou & Detlef Zillikens & Katja Bieber & Simone Sanna-Cherchi & Angela M. Christiano & Christian D. Sadik & Ralf J. Ludwig & Tanya Sezin, 2023. "Impact of diet and host genetics on the murine intestinal mycobiome," Nature Communications, Nature, vol. 14(1), pages 1-17, December.
    15. Dawid Nosek & Tomasz Mikołajczyk & Agnieszka Cydzik-Kwiatkowska, 2023. "Anode Modification with Fe 2 O 3 Affects the Anode Microbiome and Improves Energy Generation in Microbial Fuel Cells Powered by Wastewater," IJERPH, MDPI, vol. 20(3), pages 1-21, January.
    16. David K. Ngugi & Silvia G. Acinas & Pablo Sánchez & Josep M. Gasol & Susana Agusti & David M. Karl & Carlos M. Duarte, 2023. "Abiotic selection of microbial genome size in the global ocean," Nature Communications, Nature, vol. 14(1), pages 1-12, December.
    17. Tianchen Xu & Ryan T. Demmer & Gen Li, 2021. "Zero‐inflated Poisson factor model with application to microbiome read counts," Biometrics, The International Biometric Society, vol. 77(1), pages 91-101, March.
    18. Tsakalakis, Ioannis & Pahlow, Markus & Oschlies, Andreas & Blasius, Bernd & Ryabov, Alexey B., 2018. "Diel light cycle as a key factor for modelling phytoplankton biogeography and diversity," Ecological Modelling, Elsevier, vol. 384(C), pages 241-248.
    19. Zachary D Kurtz & Christian L Müller & Emily R Miraldi & Dan R Littman & Martin J Blaser & Richard A Bonneau, 2015. "Sparse and Compositionally Robust Inference of Microbial Ecological Networks," PLOS Computational Biology, Public Library of Science, vol. 11(5), pages 1-25, May.
    20. Leilei Yang & Junhui Zhang & Jiahui Wang & Shijie Han & Zhongling Guo & Chunnan Fan & Jinghua Yu, 2024. "Relationships between Tree Species Diversity and Aboveground Biomass Are Mediated by Site-Dependent Factors in Northeastern China Natural Reserves on a Small Spatial Scale," Sustainability, MDPI, vol. 16(19), pages 1-18, September.

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:nat:natcom:v:13:y:2022:i:1:d:10.1038_s41467-022-30139-4. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.nature.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.