Quantitative insights into the efficacy of genome-resolved surveys of microbial communities through ribosomal protein phylogeography and EcoPhylo
The increasing availability of microbial genomes is essential to gain insights into microbial ecology and evolution that can propel biotechnological and biomedical advances. Recent advances in genome recovery have significantly expanded the catalogue of microbial genomes from diverse habitats. Howev...
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Published in | bioRxiv |
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Main Authors | , , , , , , , , , |
Format | Journal Article Paper |
Language | English |
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United States
Cold Spring Harbor Laboratory
23.04.2025
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Edition | 1.2 |
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Abstract | The increasing availability of microbial genomes is essential to gain insights into microbial ecology and evolution that can propel biotechnological and biomedical advances. Recent advances in genome recovery have significantly expanded the catalogue of microbial genomes from diverse habitats. However, the ability to explain how well a set of genomes account for the diversity in a given environment remains challenging for individual studies or biome-specific databases. Here we present EcoPhylo, a computational workflow to characterize the phylogeography of any gene family through integrated analyses of genomes and metagenomes, and apply this approach to ribosomal proteins to quantify phylogeny-aware genome recovery rates in two genome-resolved investigations of the human gut and oral cavity. Our results demonstrate that EcoPhylo reveals highly resolved, reference-free, multi-domain phylogenies in conjunction with distribution patterns of individual clades across environments, providing a means to assess genome recovery in individual studies and benchmark genome collections. |
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AbstractList | The increasing availability of microbial genomes is essential to gain insights into microbial ecology and evolution that can propel biotechnological and biomedical advances. Recent advances in genome recovery have significantly expanded the catalogue of microbial genomes from diverse habitats. However, the ability to explain how well a set of genomes account for the diversity in a given environment remains challenging for individual studies or biome-specific databases. Here we present EcoPhylo, a computational workflow to characterize the phylogeography of any gene family through integrated analyses of genomes and metagenomes, and apply this approach to ribosomal proteins to quantify phylogeny-aware genome recovery rates in two genome-resolved investigations of the human gut and oral cavity. Our results demonstrate that EcoPhylo reveals highly resolved, reference-free, multi-domain phylogenies in conjunction with distribution patterns of individual clades across environments, providing a means to assess genome recovery in individual studies and benchmark genome collections. |
Author | Veseli, Iva A Miller, Samuel E Trigodet, Florian Light, Samuel H Eren, A Murat Klein, Matthew L Sever, Metehan Schechter, Matthew S Delmont, Tom O Maignien, Loïs |
Author_xml | – sequence: 1 givenname: Matthew S orcidid: 0000-0002-8435-3203 surname: Schechter fullname: Schechter, Matthew S organization: Duchossois Family Institute, University of Chicago, Chicago, IL 60637, USA – sequence: 2 givenname: Florian orcidid: 0000-0002-4933-2896 surname: Trigodet fullname: Trigodet, Florian organization: Alfred Wegener Institute, Helmholtz Centre for Polar and Marine Research, 27570 Bremerhaven, Germany – sequence: 3 givenname: Iva A orcidid: 0000-0003-2390-5286 surname: Veseli fullname: Veseli, Iva A organization: Alfred Wegener Institute, Helmholtz Centre for Polar and Marine Research, 27570 Bremerhaven, Germany – sequence: 4 givenname: Samuel E orcidid: 0000-0002-2836-1401 surname: Miller fullname: Miller, Samuel E organization: Josephine Bay Paul Center for Comparative Molecular Biology and Evolution, Marine Biological Laboratory, Woods Hole, MA 02543, USA – sequence: 5 givenname: Matthew L surname: Klein fullname: Klein, Matthew L organization: Duchossois Family Institute, University of Chicago, Chicago, IL 60637, USA – sequence: 6 givenname: Metehan orcidid: 0000-0003-1043-4956 surname: Sever fullname: Sever, Metehan organization: Alfred Wegener Institute, Helmholtz Centre for Polar and Marine Research, 27570 Bremerhaven, Germany – sequence: 7 givenname: Loïs orcidid: 0000-0002-5571-5228 surname: Maignien fullname: Maignien, Loïs organization: University of Brest, CNRS, IFREMER, EMR 6002 BIOMEX, Unité Biologie et Écologie des Écosystèmes Marins Profonds BEEP, F-29280 Plouzané, France – sequence: 8 givenname: Tom O orcidid: 0000-0001-7053-7848 surname: Delmont fullname: Delmont, Tom O organization: Research Federation for the Study of Global Ocean Systems Ecology and Evolution, FR2022/Tara GOSEE, Paris, France – sequence: 9 givenname: Samuel H orcidid: 0000-0002-8074-1348 surname: Light fullname: Light, Samuel H organization: Department of Microbiology, University of Chicago, Chicago, IL 60637, USA – sequence: 10 givenname: A Murat orcidid: 0000-0001-9013-4827 surname: Eren fullname: Eren, A Murat organization: Max Planck Institute for Marine Microbiology, 28359 Bremen, Germany |
BackLink | https://www.ncbi.nlm.nih.gov/pubmed/39868213$$D View this record in MEDLINE/PubMed |
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Cites_doi | 10.1038/nbt.3988 10.1128/mSystems.00187-18 10.1101/2024.01.30.578060 10.1101/2024.08.14.607850 10.1101/2024.02.27.582234 10.7554/eLife.56998 10.1128/mSystems.00731-19 10.1038/s41586-019-1916-6 10.1038/s41586-024-07891-2 |
ContentType | Journal Article Paper |
Copyright | 2025, Posted by Cold Spring Harbor Laboratory |
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EISSN | 2692-8205 |
Edition | 1.2 |
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Keywords | metagenome-assembled genomes single amplified genomes metagenomics phylogeography |
Language | English |
License | This pre-print is available under a Creative Commons License (Attribution 4.0 International), CC BY 4.0, as described at http://creativecommons.org/licenses/by/4.0 |
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Notes | Competing Interest Statement: The authors have declared no competing interest. |
ORCID | 0000-0002-8435-3203 0000-0002-8074-1348 0000-0002-5571-5228 0000-0002-2836-1401 0000-0001-7053-7848 0000-0003-2390-5286 0000-0003-1043-4956 0000-0001-9013-4827 0000-0002-4933-2896 |
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Title | Quantitative insights into the efficacy of genome-resolved surveys of microbial communities through ribosomal protein phylogeography and EcoPhylo |
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