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Biosynthetic potential of the global ocean microbiome

Author

Listed:
  • Lucas Paoli

    (ETH Zurich)

  • Hans-Joachim Ruscheweyh

    (ETH Zurich)

  • Clarissa C. Forneris

    (ETH Zurich)

  • Florian Hubrich

    (ETH Zurich)

  • Satria Kautsar

    (Wageningen University)

  • Agneya Bhushan

    (ETH Zurich)

  • Alessandro Lotti

    (ETH Zurich)

  • Quentin Clayssen

    (ETH Zurich)

  • Guillem Salazar

    (ETH Zurich)

  • Alessio Milanese

    (ETH Zurich)

  • Charlotte I. Carlström

    (ETH Zurich)

  • Chrysa Papadopoulou

    (ETH Zurich)

  • Daniel Gehrig

    (ETH Zurich)

  • Mikhail Karasikov

    (ETH Zurich
    University Hospital Zurich
    Swiss Institute of Bioinformatics)

  • Harun Mustafa

    (ETH Zurich
    University Hospital Zurich
    Swiss Institute of Bioinformatics)

  • Martin Larralde

    (European Molecular Biology Laboratory)

  • Laura M. Carroll

    (European Molecular Biology Laboratory)

  • Pablo Sánchez

    (Institute of Marine Sciences ICM-CSIC)

  • Ahmed A. Zayed

    (The Ohio State University)

  • Dylan R. Cronin

    (The Ohio State University)

  • Silvia G. Acinas

    (Institute of Marine Sciences ICM-CSIC)

  • Peer Bork

    (European Molecular Biology Laboratory
    Max Delbrück Centre for Molecular Medicine
    University of Würzburg)

  • Chris Bowler

    (Université PSL
    Research Federation for the Study of Global Ocean Systems Ecology and Evolution, FR2022/Tara Oceans GOSEE)

  • Tom O. Delmont

    (Research Federation for the Study of Global Ocean Systems Ecology and Evolution, FR2022/Tara Oceans GOSEE
    Univ Evry, Université Paris Saclay)

  • Josep M. Gasol

    (Institute of Marine Sciences ICM-CSIC)

  • Alvar D. Gossert

    (ETH Zurich)

  • André Kahles

    (ETH Zurich
    University Hospital Zurich
    Swiss Institute of Bioinformatics)

  • Matthew B. Sullivan

    (Institute of Marine Sciences ICM-CSIC
    The Ohio State University)

  • Patrick Wincker

    (Research Federation for the Study of Global Ocean Systems Ecology and Evolution, FR2022/Tara Oceans GOSEE
    Univ Evry, Université Paris Saclay)

  • Georg Zeller

    (European Molecular Biology Laboratory)

  • Serina L. Robinson

    (ETH Zurich
    Swiss Federal Institute of Aquatic Science and Technology (Eawag))

  • Jörn Piel

    (ETH Zurich)

  • Shinichi Sunagawa

    (ETH Zurich)

Abstract

Natural microbial communities are phylogenetically and metabolically diverse. In addition to underexplored organismal groups1, this diversity encompasses a rich discovery potential for ecologically and biotechnologically relevant enzymes and biochemical compounds2,3. However, studying this diversity to identify genomic pathways for the synthesis of such compounds4 and assigning them to their respective hosts remains challenging. The biosynthetic potential of microorganisms in the open ocean remains largely uncharted owing to limitations in the analysis of genome-resolved data at the global scale. Here we investigated the diversity and novelty of biosynthetic gene clusters in the ocean by integrating around 10,000 microbial genomes from cultivated and single cells with more than 25,000 newly reconstructed draft genomes from more than 1,000 seawater samples. These efforts revealed approximately 40,000 putative mostly new biosynthetic gene clusters, several of which were found in previously unsuspected phylogenetic groups. Among these groups, we identified a lineage rich in biosynthetic gene clusters (‘Candidatus Eudoremicrobiaceae’) that belongs to an uncultivated bacterial phylum and includes some of the most biosynthetically diverse microorganisms in this environment. From these, we characterized the phospeptin and pythonamide pathways, revealing cases of unusual bioactive compound structure and enzymology, respectively. Together, this research demonstrates how microbiomics-driven strategies can enable the investigation of previously undescribed enzymes and natural products in underexplored microbial groups and environments.

Suggested Citation

  • Lucas Paoli & Hans-Joachim Ruscheweyh & Clarissa C. Forneris & Florian Hubrich & Satria Kautsar & Agneya Bhushan & Alessandro Lotti & Quentin Clayssen & Guillem Salazar & Alessio Milanese & Charlotte , 2022. "Biosynthetic potential of the global ocean microbiome," Nature, Nature, vol. 607(7917), pages 111-118, July.
  • Handle: RePEc:nat:nature:v:607:y:2022:i:7917:d:10.1038_s41586-022-04862-3
    DOI: 10.1038/s41586-022-04862-3
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    Citations

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    Cited by:

    1. Nils Giordano & Marinna Gaudin & Camille Trottier & Erwan Delage & Charlotte Nef & Chris Bowler & Samuel Chaffron, 2024. "Genome-scale community modelling reveals conserved metabolic cross-feedings in epipelagic bacterioplankton communities," Nature Communications, Nature, vol. 15(1), pages 1-15, December.
    2. Mingyue Cheng & Shuai Luo & Peng Zhang & Guangzhou Xiong & Kai Chen & Chuanqi Jiang & Fangdian Yang & Hanhui Huang & Pengshuo Yang & Guanxi Liu & Yuhao Zhang & Sang Ba & Ping Yin & Jie Xiong & Wei Mia, 2024. "A genome and gene catalog of the aquatic microbiomes of the Tibetan Plateau," Nature Communications, Nature, vol. 15(1), pages 1-13, December.
    3. Bin Ma & Caiyu Lu & Yiling Wang & Jingwen Yu & Kankan Zhao & Ran Xue & Hao Ren & Xiaofei Lv & Ronghui Pan & Jiabao Zhang & Yongguan Zhu & Jianming Xu, 2023. "A genomic catalogue of soil microbiomes boosts mining of biodiversity and genetic resources," Nature Communications, Nature, vol. 14(1), pages 1-14, December.
    4. Corentin Hochart & Lucas Paoli & Hans-Joachim Ruscheweyh & Guillem Salazar & Emilie Boissin & Sarah Romac & Julie Poulain & Guillaume Bourdin & Guillaume Iwankow & Clémentine Moulin & Maren Ziegler & , 2023. "Ecology of Endozoicomonadaceae in three coral genera across the Pacific Ocean," Nature Communications, Nature, vol. 14(1), pages 1-16, December.
    5. David Geller-McGrath & Paraskevi Mara & Gordon T. Taylor & Elizabeth Suter & Virginia Edgcomb & Maria Pachiadaki, 2023. "Diverse secondary metabolites are expressed in particle-associated and free-living microorganisms of the permanently anoxic Cariaco Basin," Nature Communications, Nature, vol. 14(1), pages 1-12, December.
    6. Alexander Bogdanov & Mariam N. Salib & Alexander B. Chase & Heinz Hammerlindl & Mitchell N. Muskat & Stephanie Luedtke & Elany Barbosa Silva & Anthony J. O’Donoghue & Lani F. Wu & Steven J. Altschuler, 2024. "Small molecule in situ resin capture provides a compound first approach to natural product discovery," Nature Communications, Nature, vol. 15(1), pages 1-14, December.
    7. Ziye Wang & Ronghui You & Haitao Han & Wei Liu & Fengzhu Sun & Shanfeng Zhu, 2024. "Effective binning of metagenomic contigs using contrastive multi-view representation learning," Nature Communications, Nature, vol. 15(1), pages 1-14, December.
    8. Xianzhe Gong & Álvaro Rodríguez Río & Le Xu & Zhiyi Chen & Marguerite V. Langwig & Lei Su & Mingxue Sun & Jaime Huerta-Cepas & Valerie Anda & Brett J. Baker, 2022. "New globally distributed bacterial phyla within the FCB superphylum," Nature Communications, Nature, vol. 13(1), pages 1-12, December.
    9. Angelina Beavogui & Auriane Lacroix & Nicolas Wiart & Julie Poulain & Tom O. Delmont & Lucas Paoli & Patrick Wincker & Pedro H. Oliveira, 2024. "The defensome of complex bacterial communities," Nature Communications, Nature, vol. 15(1), pages 1-15, December.

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