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Aevarsson A, Kaczorowska AK, Adalsteinsson BT, Ahlqvist J, Al-Karadaghi S, Altenbuchner J, Arsin H, Átlasson ÚÁ, Brandt D, Cichowicz-Cieślak M, Cornish KAS, Courtin J, Dabrowski S, Dahle H, Djeffane S, Dorawa S, Dusaucy J, Enault F, Fedøy AE, Freitag-Pohl S, Fridjonsson OH, Galiez C, Glomsaker E, Guérin M, Gundesø SE, Gudmundsdóttir EE, Gudmundsson H, Håkansson M, Henke C, Helleux A, Henriksen JR, Hjörleifdóttir S, Hreggvidsson GO, Jasilionis A, Jochheim A, Jónsdóttir I, Jónsdóttir LB, Jurczak-Kurek A, Kaczorowski T, Kalinowski J, Kozlowski LP, Krupovic M, Kwiatkowska-Semrau K, Lanes O, Lange J, Lebrat J, Linares-Pastén J, Liu Y, Lorentsen SA, Lutterman T, Mas T, Merré W, Mirdita M, Morzywołek A, Ndela EO, Karlsson EN, Olgudóttir E, Pedersen C, Perler F, Pétursdóttir SK, Plotka M, Pohl E, Prangishvili D, Ray JL, Reynisson B, Róbertsdóttir T, Sandaa RA, Sczyrba A, Skírnisdóttir S, Söding J, Solstad T, Steen IH, Stefánsson SK, Steinegger M, Overå KS, Striberny B, Svensson A, Szadkowska M, Tarrant EJ, Terzian P, Tourigny M, Bergh TVD, Vanhalst J, Vincent J, Vroling B, Walse B, Wang L, Watzlawick H, Welin M, Werbowy O, Wons E, Zhang R. Going to extremes - a metagenomic journey into the dark matter of life. FEMS Microbiol Lett 2021; 368:6296640. [PMID: 34114607 DOI: 10.1093/femsle/fnab067] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2021] [Accepted: 06/08/2021] [Indexed: 02/06/2023] Open
Abstract
The Virus-X-Viral Metagenomics for Innovation Value-project was a scientific expedition to explore and exploit uncharted territory of genetic diversity in extreme natural environments such as geothermal hot springs and deep-sea ocean ecosystems. Specifically, the project was set to analyse and exploit viral metagenomes with the ultimate goal of developing new gene products with high innovation value for applications in biotechnology, pharmaceutical, medical, and the life science sectors. Viral gene pool analysis is also essential to obtain fundamental insight into ecosystem dynamics and to investigate how viruses influence the evolution of microbes and multicellular organisms. The Virus-X Consortium, established in 2016, included experts from eight European countries. The unique approach based on high throughput bioinformatics technologies combined with structural and functional studies resulted in the development of a biodiscovery pipeline of significant capacity and scale. The activities within the Virus-X consortium cover the entire range from bioprospecting and methods development in bioinformatics to protein production and characterisation, with the final goal of translating our results into new products for the bioeconomy. The significant impact the consortium made in all of these areas was possible due to the successful cooperation between expert teams that worked together to solve a complex scientific problem using state-of-the-art technologies as well as developing novel tools to explore the virosphere, widely considered as the last great frontier of life.
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Affiliation(s)
| | - Anna-Karina Kaczorowska
- Collection of Plasmids and Microorganisms, Faculty of Biology, University of Gdansk, Wita Stwosza 59, Gdansk 80-308, Poland
| | | | - Josefin Ahlqvist
- Biotechnology, Department of Chemistry, Lund University, PO Box 124, Naturvetarvägen 14/Sölvegatan 39 A, SE-221 00 Lund, Sweden
| | | | - Joseph Altenbuchner
- Institute for Industrial Genetics, University of Stuttgart, Allmandring 31, 70569 Stuttgart, Germany
| | - Hasan Arsin
- Department of Biological Sciences, University of Bergen, PO Box 7803, Thormøhlens gate 55, N-5020 Bergen, Norway
| | | | - David Brandt
- Center for Biotechnology, Bielefeld University, Universitätsstraße 27, Bielefeld 33615, Germany
| | - Magdalena Cichowicz-Cieślak
- Laboratory of Extremophiles Biology, Department of Microbiology, Faculty of Biology, University of Gdansk, Wita Stwosza 59, Gdansk 80-308, Poland
| | - Katy A S Cornish
- Department of Chemistry, Durham University, South Road, Durham DH1 3LE, United Kingdom
| | | | | | - Håkon Dahle
- Department of Biological Sciences, University of Bergen, PO Box 7803, Thormøhlens gate 55, N-5020 Bergen, Norway.,Department of Informatics, University of Bergen, PO Box 7803, Thormøhlens gate 53 A/B, N-5020 Bergen, Norway
| | | | - Sebastian Dorawa
- Laboratory of Extremophiles Biology, Department of Microbiology, Faculty of Biology, University of Gdansk, Wita Stwosza 59, Gdansk 80-308, Poland
| | | | - Francois Enault
- Université Clermont Auvergne, CNRS, Laboratoire Microorganismes: Génome et Environnement, 49 Boulevard François-Mitterrand - CS 60032, UMR 6023, Clermont-Ferrand, France
| | - Anita-Elin Fedøy
- Department of Biological Sciences, University of Bergen, PO Box 7803, Thormøhlens gate 55, N-5020 Bergen, Norway
| | - Stefanie Freitag-Pohl
- Department of Chemistry, Durham University, South Road, Durham DH1 3LE, United Kingdom
| | | | - Clovis Galiez
- Quantitative and Computational Biology, Max-Planck Institute for Biophysical Chemistry, Am Fassberg 11, 37077 Göttingen, Germany
| | - Eirin Glomsaker
- ArcticZymes Technologies PO Box 6463, Sykehusveien 23, 9294 Tromsø, Norway
| | | | - Sigurd E Gundesø
- ArcticZymes Technologies PO Box 6463, Sykehusveien 23, 9294 Tromsø, Norway
| | | | | | - Maria Håkansson
- SARomics Biostructures, Scheelevägen 2, SE-223 81 Lund, Sweden
| | - Christian Henke
- Center for Biotechnology, Bielefeld University, Universitätsstraße 27, Bielefeld 33615, Germany.,Computational Metagenomics, Bielefeld University, Universitätsstraße 27, 30501 Bielefeld, Germany
| | | | | | | | - Gudmundur O Hreggvidsson
- Matis ohf, Vinlandsleid 12, Reykjavik 113, Iceland.,Faculty of Life and Environmental Sciences, University of Iceland, Askja-Sturlugata 7, Reykjavik, Iceland
| | - Andrius Jasilionis
- Biotechnology, Department of Chemistry, Lund University, PO Box 124, Naturvetarvägen 14/Sölvegatan 39 A, SE-221 00 Lund, Sweden
| | - Annika Jochheim
- Quantitative and Computational Biology, Max-Planck Institute for Biophysical Chemistry, Am Fassberg 11, 37077 Göttingen, Germany
| | | | | | - Agata Jurczak-Kurek
- Department of Molecular Evolution, Faculty of Biology, University of Gdansk, Wita Stwosza 59, Gdansk 80-308, Poland
| | - Tadeusz Kaczorowski
- Laboratory of Extremophiles Biology, Department of Microbiology, Faculty of Biology, University of Gdansk, Wita Stwosza 59, Gdansk 80-308, Poland
| | - Jörn Kalinowski
- Center for Biotechnology, Bielefeld University, Universitätsstraße 27, Bielefeld 33615, Germany
| | - Lukasz P Kozlowski
- Quantitative and Computational Biology, Max-Planck Institute for Biophysical Chemistry, Am Fassberg 11, 37077 Göttingen, Germany.,Institute of Informatics, Faculty of Mathematics, Informatics, and Mechanics, University of Warsaw, Banacha 2, Warsaw 02-097, Poland
| | - Mart Krupovic
- Institute Pasteur, Department of Microbiology, 25-28 Rue du Dr Roux, 75015 Paris, France
| | - Karolina Kwiatkowska-Semrau
- Laboratory of Extremophiles Biology, Department of Microbiology, Faculty of Biology, University of Gdansk, Wita Stwosza 59, Gdansk 80-308, Poland
| | - Olav Lanes
- ArcticZymes Technologies PO Box 6463, Sykehusveien 23, 9294 Tromsø, Norway
| | - Joanna Lange
- Bio-Prodict, Nieuwe Marktstraat 54E 6511AA Nijmegen, Netherlands
| | | | - Javier Linares-Pastén
- Biotechnology, Department of Chemistry, Lund University, PO Box 124, Naturvetarvägen 14/Sölvegatan 39 A, SE-221 00 Lund, Sweden
| | - Ying Liu
- Institute Pasteur, Department of Microbiology, 25-28 Rue du Dr Roux, 75015 Paris, France
| | | | - Tobias Lutterman
- Center for Biotechnology, Bielefeld University, Universitätsstraße 27, Bielefeld 33615, Germany
| | - Thibaud Mas
- Université Clermont Auvergne, CNRS, Laboratoire Microorganismes: Génome et Environnement, 49 Boulevard François-Mitterrand - CS 60032, UMR 6023, Clermont-Ferrand, France
| | | | - Milot Mirdita
- Quantitative and Computational Biology, Max-Planck Institute for Biophysical Chemistry, Am Fassberg 11, 37077 Göttingen, Germany
| | - Agnieszka Morzywołek
- Laboratory of Extremophiles Biology, Department of Microbiology, Faculty of Biology, University of Gdansk, Wita Stwosza 59, Gdansk 80-308, Poland
| | - Eric Olo Ndela
- Université Clermont Auvergne, CNRS, Laboratoire Microorganismes: Génome et Environnement, 49 Boulevard François-Mitterrand - CS 60032, UMR 6023, Clermont-Ferrand, France
| | - Eva Nordberg Karlsson
- Biotechnology, Department of Chemistry, Lund University, PO Box 124, Naturvetarvägen 14/Sölvegatan 39 A, SE-221 00 Lund, Sweden
| | | | - Cathrine Pedersen
- ArcticZymes Technologies PO Box 6463, Sykehusveien 23, 9294 Tromsø, Norway
| | - Francine Perler
- Perls of Wisdom Biotech Consulting, 74 Fuller Street, Brookline, MA 02446, USA
| | | | - Magdalena Plotka
- Laboratory of Extremophiles Biology, Department of Microbiology, Faculty of Biology, University of Gdansk, Wita Stwosza 59, Gdansk 80-308, Poland
| | - Ehmke Pohl
- Department of Chemistry, Durham University, South Road, Durham DH1 3LE, United Kingdom.,Department of Biosciences, Durham University, South Road, Durham DH1 3LE, UK
| | - David Prangishvili
- Institute Pasteur, Department of Microbiology, 25-28 Rue du Dr Roux, 75015 Paris, France
| | - Jessica L Ray
- Department of Biological Sciences, University of Bergen, PO Box 7803, Thormøhlens gate 55, N-5020 Bergen, Norway.,NORCE Environment, NORCE Norwegian Research Centre AS, Nygårdsgaten 112, 5008 Bergen, Norway
| | | | | | - Ruth-Anne Sandaa
- Department of Biological Sciences, University of Bergen, PO Box 7803, Thormøhlens gate 55, N-5020 Bergen, Norway
| | - Alexander Sczyrba
- Center for Biotechnology, Bielefeld University, Universitätsstraße 27, Bielefeld 33615, Germany.,Computational Metagenomics, Bielefeld University, Universitätsstraße 27, 30501 Bielefeld, Germany
| | | | - Johannes Söding
- Quantitative and Computational Biology, Max-Planck Institute for Biophysical Chemistry, Am Fassberg 11, 37077 Göttingen, Germany
| | - Terese Solstad
- ArcticZymes Technologies PO Box 6463, Sykehusveien 23, 9294 Tromsø, Norway
| | - Ida H Steen
- Department of Biological Sciences, University of Bergen, PO Box 7803, Thormøhlens gate 55, N-5020 Bergen, Norway
| | | | - Martin Steinegger
- Quantitative and Computational Biology, Max-Planck Institute for Biophysical Chemistry, Am Fassberg 11, 37077 Göttingen, Germany
| | | | - Bernd Striberny
- ArcticZymes Technologies PO Box 6463, Sykehusveien 23, 9294 Tromsø, Norway
| | - Anders Svensson
- SARomics Biostructures, Scheelevägen 2, SE-223 81 Lund, Sweden
| | - Monika Szadkowska
- Laboratory of Extremophiles Biology, Department of Microbiology, Faculty of Biology, University of Gdansk, Wita Stwosza 59, Gdansk 80-308, Poland
| | - Emma J Tarrant
- Department of Chemistry, Durham University, South Road, Durham DH1 3LE, United Kingdom
| | - Paul Terzian
- Université Clermont Auvergne, CNRS, Laboratoire Microorganismes: Génome et Environnement, 49 Boulevard François-Mitterrand - CS 60032, UMR 6023, Clermont-Ferrand, France
| | | | | | | | - Jonathan Vincent
- Université Clermont Auvergne, CNRS, Laboratoire Microorganismes: Génome et Environnement, 49 Boulevard François-Mitterrand - CS 60032, UMR 6023, Clermont-Ferrand, France
| | - Bas Vroling
- Bio-Prodict, Nieuwe Marktstraat 54E 6511AA Nijmegen, Netherlands
| | - Björn Walse
- SARomics Biostructures, Scheelevägen 2, SE-223 81 Lund, Sweden
| | - Lei Wang
- Institute for Industrial Genetics, University of Stuttgart, Allmandring 31, 70569 Stuttgart, Germany
| | - Hildegard Watzlawick
- Institute for Industrial Genetics, University of Stuttgart, Allmandring 31, 70569 Stuttgart, Germany
| | - Martin Welin
- SARomics Biostructures, Scheelevägen 2, SE-223 81 Lund, Sweden
| | - Olesia Werbowy
- Laboratory of Extremophiles Biology, Department of Microbiology, Faculty of Biology, University of Gdansk, Wita Stwosza 59, Gdansk 80-308, Poland
| | - Ewa Wons
- Laboratory of Extremophiles Biology, Department of Microbiology, Faculty of Biology, University of Gdansk, Wita Stwosza 59, Gdansk 80-308, Poland
| | - Ruoshi Zhang
- Quantitative and Computational Biology, Max-Planck Institute for Biophysical Chemistry, Am Fassberg 11, 37077 Göttingen, Germany
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9
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Roux S, Brum JR, Dutilh BE, Sunagawa S, Duhaime MB, Loy A, Poulos BT, Solonenko N, Lara E, Poulain J, Pesant S, Kandels-Lewis S, Dimier C, Picheral M, Searson S, Cruaud C, Alberti A, Duarte CM, Gasol JM, Vaqué D, Bork P, Acinas SG, Wincker P, Sullivan MB. Ecogenomics and potential biogeochemical impacts of globally abundant ocean viruses. Nature 2016; 537:689-693. [PMID: 27654921 DOI: 10.1038/nature19366] [Citation(s) in RCA: 483] [Impact Index Per Article: 53.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2016] [Accepted: 08/12/2016] [Indexed: 12/26/2022]
Abstract
Ocean microbes drive biogeochemical cycling on a global scale. However, this cycling is constrained by viruses that affect community composition, metabolic activity, and evolutionary trajectories. Owing to challenges with the sampling and cultivation of viruses, genome-level viral diversity remains poorly described and grossly understudied, with less than 1% of observed surface-ocean viruses known. Here we assemble complete genomes and large genomic fragments from both surface- and deep-ocean viruses sampled during the Tara Oceans and Malaspina research expeditions, and analyse the resulting 'global ocean virome' dataset to present a global map of abundant, double-stranded DNA viruses complete with genomic and ecological contexts. A total of 15,222 epipelagic and mesopelagic viral populations were identified, comprising 867 viral clusters (defined as approximately genus-level groups). This roughly triples the number of known ocean viral populations and doubles the number of candidate bacterial and archaeal virus genera, providing a near-complete sampling of epipelagic communities at both the population and viral-cluster level. We found that 38 of the 867 viral clusters were locally or globally abundant, together accounting for nearly half of the viral populations in any global ocean virome sample. While two-thirds of these clusters represent newly described viruses lacking any cultivated representative, most could be computationally linked to dominant, ecologically relevant microbial hosts. Moreover, we identified 243 viral-encoded auxiliary metabolic genes, of which only 95 were previously known. Deeper analyses of four of these auxiliary metabolic genes (dsrC, soxYZ, P-II (also known as glnB) and amoC) revealed that abundant viruses may directly manipulate sulfur and nitrogen cycling throughout the epipelagic ocean. This viral catalog and functional analyses provide a necessary foundation for the meaningful integration of viruses into ecosystem models where they act as key players in nutrient cycling and trophic networks.
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Affiliation(s)
- Simon Roux
- Department of Microbiology, The Ohio State University, Columbus, Ohio 43210, USA
| | - Jennifer R Brum
- Department of Microbiology, The Ohio State University, Columbus, Ohio 43210, USA
| | - Bas E Dutilh
- Theoretical Biology and Bioinformatics, Utrecht University, 3584 CH Utrecht, The Netherlands
- Centre for Molecular and Biomolecular Informatics, Radboud University Medical Centre, 6525 GA Nijmegen, The Netherlands
- Department of Marine Biology, Federal University of Rio de Janeiro, Rio de Janeiro, CEP 21941-902, Brazil
| | - Shinichi Sunagawa
- Structural and Computational Biology, European Molecular Biology Laboratory, 69117 Heidelberg, Germany
| | - Melissa B Duhaime
- Department of Ecology and Evolutionary Biology, University of Michigan, Ann Arbor, Michigan 48109, USA
| | - Alexander Loy
- Division of Microbial Ecology, Department of Microbiology and Ecosystem Science, Research Network Chemistry Meets Microbiology, University of Vienna, A-1090 Vienna, Austria
- Austrian Polar Research Institute, A-1090 Vienna, Austria
| | - Bonnie T Poulos
- Department of Ecology and Evolutionary Biology, University of Arizona, Tucson, Arizona 85721, USA
| | - Natalie Solonenko
- Department of Microbiology, The Ohio State University, Columbus, Ohio 43210, USA
| | - Elena Lara
- Department of Marine Biology and Oceanography, Institut de Ciències del Mar (ICM), CSIC Barcelona E0800, Spain
- Institute of Marine Sciences (CNR-ISMAR), National Research Council, 30122 Venezia, Italy
| | - Julie Poulain
- CEA - Institut de Génomique, GENOSCOPE, 91057 Evry, France
| | - Stéphane Pesant
- PANGAEA, Data Publisher for Earth and Environmental Science, University of Bremen, 28359 Bremen, Germany
- MARUM, Bremen University, 28359 Bremen, Germany
| | - Stefanie Kandels-Lewis
- Structural and Computational Biology, European Molecular Biology Laboratory, 69117 Heidelberg, Germany
- Directors' Research, European Molecular Biology Laboratory, 69117 Heidelberg, Germany
| | - Céline Dimier
- CNRS, UMR 7144, EPEP, Station Biologique de Roscoff, 29680 Roscoff, France
- Sorbonne Universités, UPMC Université Paris 06, UMR 7144, Station Biologique de Roscoff, 29680 Roscoff, France
- Institut de Biologie de l'École Normale Supérieure, École Normale Supérieure, Paris Sciences et Lettres Research University, CNRS UMR 8197, INSERM U1024, F-75005 Paris, France
| | - Marc Picheral
- CNRS, UMR 7093, Laboratoire d'océanographie de Villefranche, Observatoire Océanologique, 06230 Villefranche-sur-mer, France
- Sorbonne Universités, UPMC Université Paris 06, UMR 7093, Observatoire Océanologique, 06230 Villefranche-sur-mer, France
| | - Sarah Searson
- CNRS, UMR 7093, Laboratoire d'océanographie de Villefranche, Observatoire Océanologique, 06230 Villefranche-sur-mer, France
- Sorbonne Universités, UPMC Université Paris 06, UMR 7093, Observatoire Océanologique, 06230 Villefranche-sur-mer, France
| | - Corinne Cruaud
- CEA - Institut de Génomique, GENOSCOPE, 91057 Evry, France
| | | | - Carlos M Duarte
- Mediterranean Institute of Advanced Studies, CSIC-UiB, 21-07190 Esporles, Mallorca, Spain
- King Abdullah University of Science and Technology, Red Sea Research Center, Thuwal 23955-6900, Saudi Arabia
| | - Josep M Gasol
- Department of Marine Biology and Oceanography, Institut de Ciències del Mar (ICM), CSIC Barcelona E0800, Spain
| | - Dolors Vaqué
- Department of Marine Biology and Oceanography, Institut de Ciències del Mar (ICM), CSIC Barcelona E0800, Spain
| | - Peer Bork
- Structural and Computational Biology, European Molecular Biology Laboratory, 69117 Heidelberg, Germany
- Max-Delbrück-Centre for Molecular Medicine, 13092 Berlin, Germany
| | - Silvia G Acinas
- Department of Marine Biology and Oceanography, Institut de Ciències del Mar (ICM), CSIC Barcelona E0800, Spain
| | - Patrick Wincker
- CEA - Institut de Génomique, GENOSCOPE, 91057 Evry, France
- CNRS, UMR 8030, 91057 Evry, France
- Université d'Evry, UMR 8030, 91057 Evry, France
| | - Matthew B Sullivan
- Department of Microbiology, The Ohio State University, Columbus, Ohio 43210, USA
- Department of Civil, Environmental and Geodetic Engineering, The Ohio State University, Columbus, Ohio 43210, USA
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