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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Main Authors Schechter, Matthew S, Trigodet, Florian, Veseli, Iva A, Miller, Samuel E, Klein, Matthew L, Sever, Metehan, Maignien, Loïs, Delmont, Tom O, Light, Samuel H, Eren, A Murat
Format Journal Article Paper
LanguageEnglish
Published United States Cold Spring Harbor Laboratory 23.04.2025
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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.
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
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  organization: Alfred Wegener Institute, Helmholtz Centre for Polar and Marine Research, 27570 Bremerhaven, Germany
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  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
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  givenname: Tom O
  orcidid: 0000-0001-7053-7848
  surname: Delmont
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  organization: Department of Microbiology, University of Chicago, Chicago, IL 60637, USA
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  givenname: A Murat
  orcidid: 0000-0001-9013-4827
  surname: Eren
  fullname: Eren, A Murat
  organization: Max Planck Institute for Marine Microbiology, 28359 Bremen, Germany
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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
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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.
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References Hwang, Cornman, Kellogg, Ovchinnikov, Girguis (2025.01.15.633187v2.34) 2024; 15
Ma, Lu, Wang, Yu, Zhao, Xue, Ren (2025.01.15.633187v2.43) 2023; 14
Meyer, Fritz, Deng, Koslicki, Lesker, Gurevich, Robertson (2025.01.15.633187v2.48) 2022; 19
Delmont, Quince, Shaiber, Esen, Lee, Rappé, McLellan, Lücker, Murat Eren (2025.01.15.633187v2.15) 2018; 3
Paoli, Ruscheweyh, Forneris, Hubrich, Kautsar, Bhushan, Lotti (2025.01.15.633187v2.55) 2022; 607
Minoche, Dohm, Himmelbauer (2025.01.15.633187v2.50) 2011; 12
Watterson, Tanyeri, Watson, Cham, Shan, Chang, Murat Eren, Tay (2025.01.15.633187v2.69) 2020; 9
Carter, Olm, Merrill, Dahan, Tripathi, Spencer, Yu (2025.01.15.633187v2.7) 2023; 186
Wu, Seshadri, Kyrpides, Ivanova (2025.01.15.633187v2.75) 2025; 11
He, McLean, Edlund, Yooseph, Hall, Liu, Dorrestein (2025.01.15.633187v2.32) 2015; 112
Welch, Jessica, Dewhirst, Borisy (2025.01.15.633187v2.45) 2019; 73
Escapa, Chen, Huang, Gajare, Dewhirst, Lemon (2025.01.15.633187v2.28) 2018; 3
Eren (2025.01.15.633187v2.27) 2013; 8
Gaïa, Meng, Pelletier, Forterre, Vanni, Guerra, Jaillon (2025.01.15.633187v2.29) 2023; 616
Schmidt, Fullam, Ferretti, Orakov, Maistrenko, Ruscheweyh, Letunic (2025.01.15.633187v2.62) 2024; 52
Pachiadaki, Brown, Brown, Bezuidt, Berube, Biller, Poulton (2025.01.15.633187v2.54) 2019; 179
Steinegger, Söding (2025.01.15.633187v2.66) 2017
Lu, Breitwieser, Thielen, Salzberg (2025.01.15.633187v2.42) 2017; 3
Olm, Crits-Christoph, Diamond, Lavy (2025.01.15.633187v2.53) 2020; 5
Cornman, West-Roberts, Camargo, Roux, Beracochea, Mirdita, Ovchinnikov, Hwang (2025.01.15.633187v2.12) 2024
Diamond, Andeer, Li, Crits-Christoph, Burstein, Anantharaman, Lane (2025.01.15.633187v2.17) 2019; 4
Imachi, Nobu, Nakahara, Morono, Ogawara, Takaki, Takano (2025.01.15.633187v2.36) 2020
Langmead, Salzberg (2025.01.15.633187v2.41) 2012; 9
Carnevali, Paula, Lavy, Thomas, Crits-Christoph, Diamond, Méheust, Olm (2025.01.15.633187v2.46) 2021; 9
Minh, Schmidt, Chernomor, Schrempf, Woodhams, von Haeseler, Lanfear (2025.01.15.633187v2.49) 2020; 37
Pasolli, Asnicar, Manara, Zolfo, Karcher, Armanini, Beghini (2025.01.15.633187v2.59) 2019; 176
Capella-Gutiérrez, Silla-Martínez, Gabaldón (2025.01.15.633187v2.6) 2009; 25
Jain, Rodriguez-R, Phillippy, Konstantinidis, Aluru (2025.01.15.633187v2.37) 2018; 9
Chen, Jia, Sun, Liu, Zhou, Liu, Li (2025.01.15.633187v2.8) 2024a; 633
Hyatt, Chen, Locascio, Land, Larimer, Hauser (2025.01.15.633187v2.35) 2010; 11
McMurdie, Holmes (2025.01.15.633187v2.47) 2013; 8
Chen, Anantharaman, Shaiber, Murat Eren, Banfield (2025.01.15.633187v2.10) 2020; 30
Eren, Jillian (2025.01.15.633187v2.23) 2024; 187
Wood, Salzberg (2025.01.15.633187v2.73) 2014; 15
Chen, Yu, Izard, Baranova, Lakshmanan, Dewhirst (2025.01.15.633187v2.11) 2010; 2010
Woyke, Doud, Schulz (2025.01.15.633187v2.74) 2017; 14
Wu, Eisen (2025.01.15.633187v2.76) 2008; 9
Crits-Christoph, Diamond, Al-Shayeb, Valentin-Alvarado, Banfield (2025.01.15.633187v2.13) 2022; 2
Ustick, Larkin, Martiny (2025.01.15.633187v2.67) 2023; 17
Utter, Borisy, Murat Eren, Cavanaugh (2025.01.15.633187v2.68) 2020; 21
Woodcroft, Aroney, Zhao, Cunningham, Mitchell, Blackall, Tyson (2025.01.15.633187v2.72) 2024
Eren, Borisy, Huse, Jessica (2025.01.15.633187v2.24) 2014; 111
Eren (2025.01.15.633187v2.26) 2021; 6
Jiang, Dong, Zhao, Hu, Shen, Qiao, Zhang (2025.01.15.633187v2.38) 2016; 82
Schroer (2025.01.15.633187v2.63) 2023
Bowen, Burne, Wu, Koo (2025.01.15.633187v2.2) 2018; 26
Dixon (2025.01.15.633187v2.18) 2003; 14
Price, Dehal, Arkin (2025.01.15.633187v2.60) 2010; 5
Parks, Rinke, Chuvochina, Chaumeil, Woodcroft, Evans, Hugenholtz, Tyson (2025.01.15.633187v2.58) 2017; 2
Eddy (2025.01.15.633187v2.20) 2011; 7
Dewhirst, Chen, Izard, Paster, Tanner, Yu, Lakshmanan, Wade (2025.01.15.633187v2.16) 2010; 192
Giovannoni (2025.01.15.633187v2.30) 2017; 9
Durrant, Fanton, Tycko, Hinks, Chandrasekaran, Perry, Schaepe (2025.01.15.633187v2.19) 2023; 41
Weinheimer, Aylward (2025.01.15.633187v2.70) 2020; 11
Cross, Campbell, Balachandran, Campbell, Cooper, Griffen, Heaton (2025.01.15.633187v2.14) 2019; 37
Shaiber, Willis, Delmont, Roux, Chen, Schmid, Yousef (2025.01.15.633187v2.64) 2020; 21
Bowers, Kyrpides, Stepanauskas, Harmon-Smith, Doud, Reddy, Schulz (2025.01.15.633187v2.3) 2017; 35
Nguyen, Poli, Durrant, Thomas, Kang, Sullivan, Ng (2025.01.15.633187v2.52) 2024
Hug, Castelle, Wrighton, Thomas, Sharon, Frischkorn, Williams, Tringe, Banfield (2025.01.15.633187v2.33) 2013; 1
Kent, Baer, Mouginot, Huang, Larkin, Lomas, Martiny (2025.01.15.633187v2.39) 2019; 13
Parks, Chuvochina, Rinke, Mussig, Chaumeil, Hugenholtz (2025.01.15.633187v2.57) 2022; 50
Parks, Chuvochina, Chaumeil, Rinke, Mussig, Hugenholtz (2025.01.15.633187v2.56) 2020; 38
Köster, Rahmann (2025.01.15.633187v2.40) 2012; 28
Ruscheweyh, Milanese, Paoli, Karcher, Clayssen, Keller, Wirbel (2025.01.15.633187v2.61) 2022; 10
Manghi, Blanco-Míguez, Manara, NabiNejad, Cumbo, Beghini, Armanini (2025.01.15.633187v2.44) 2023; 42
Brown, Hug, Thomas, Sharon, Castelle, Singh, Wilkins, Wrighton, Williams, Banfield (2025.01.15.633187v2.4) 2015; 523
Wickham, Averick, Bryan, Chang, McGowan, François, Grolemund (2025.01.15.633187v2.71) 2019; 4
Hamilton, Bovee, Sattin, Mohr, William (2025.01.15.633187v2.31) 2016; 7
Al-Shayeb, Skopintsev, Soczek, Stahl, Li, Groover, Smock (2025.01.15.633187v2.1) 2022; 185
Eren, Özcan (2025.01.15.633187v2.25) 2015; 3
Buchfink, Reuter, Drost (2025.01.15.633187v2.5) 2021; 18
Edgar (2025.01.15.633187v2.21) 2004; 32
Chen, Jia, Sun, Liu, Zhou, Liu, Li (2025.01.15.633187v2.9) 2024b
Emerson, Thomas, Alvarez, Banfield (2025.01.15.633187v2.22) 2016; 18
Nayfach, Rodriguez-Mueller, Garud, Pollard (2025.01.15.633187v2.51) 2016; 26
Spang, Saw, Jørgensen, Zaremba-Niedzwiedzka, Martijn, Lind, van Eijk, Schleper, Guy, Ettema (2025.01.15.633187v2.65) 2015; 521
References_xml – volume: 2
  start-page: 1
  issue: 1
  year: 2022
  end-page: 8
  ident: 2025.01.15.633187v2.13
  article-title: A Widely Distributed Genus of Soil Acidobacteria Genomically Enriched in Biosynthetic Gene Clusters
  publication-title: ISME Communications
– volume: 26
  start-page: 1612
  issue: 11
  year: 2016
  end-page: 25
  ident: 2025.01.15.633187v2.51
  article-title: An Integrated Metagenomics Pipeline for Strain Profiling Reveals Novel Patterns of Bacterial Transmission and Biogeography
  publication-title: Genome Research
– volume: 192
  start-page: 5002
  issue: 19
  year: 2010
  end-page: 17
  ident: 2025.01.15.633187v2.16
  article-title: The Human Oral Microbiome
  publication-title: Journal of Bacteriology
– volume: 14
  start-page: 1045
  issue: 11
  year: 2017
  end-page: 54
  ident: 2025.01.15.633187v2.74
  article-title: The Trajectory of Microbial Single-Cell Sequencing
  publication-title: Nature Methods
– volume: 176
  start-page: 649
  issue: 3
  year: 2019
  end-page: 62
  ident: 2025.01.15.633187v2.59
  article-title: Extensive Unexplored Human Microbiome Diversity Revealed by Over 150,000 Genomes from Metagenomes Spanning Age, Geography, and Lifestyle
  publication-title: Cell
– volume: 50
  start-page: D785
  issue: D1
  year: 2022
  end-page: 94
  ident: 2025.01.15.633187v2.57
  article-title: GTDB: An Ongoing Census of Bacterial and Archaeal Diversity through a Phylogenetically Consistent, Rank Normalized and Complete Genome-Based Taxonomy
  publication-title: Nucleic Acids Research
– volume: 3
  start-page: 804
  issue: 7
  year: 2018
  end-page: 13
  ident: 2025.01.15.633187v2.15
  article-title: Nitrogen-Fixing Populations of Planctomycetes and Proteobacteria Are Abundant in Surface Ocean Metagenomes
  publication-title: Nature Microbiology
– volume: 523
  start-page: 208
  issue: 7559
  year: 2015
  end-page: 11
  ident: 2025.01.15.633187v2.4
  article-title: Unusual Biology across a Group Comprising More than 15% of Domain Bacteria
  publication-title: Nature
– volume: 37
  start-page: 1530
  issue: 5
  year: 2020
  end-page: 34
  ident: 2025.01.15.633187v2.49
  article-title: IQ-TREE 2: New Models and Efficient Methods for Phylogenetic Inference in the Genomic Era
  publication-title: Molecular Biology and Evolution
– year: 2017
  ident: 2025.01.15.633187v2.66
  article-title: “MMseqs2 Enables Sensitive Protein Sequence Searching for the Analysis of Massive Data Sets.” Nature Biotechnology
  publication-title: October
  doi: 10.1038/nbt.3988
– volume: 17
  start-page: 1671
  issue: 10
  year: 2023
  end-page: 79
  ident: 2025.01.15.633187v2.67
  article-title: Global Scale Phylogeography of Functional Traits and Microdiversity in Prochlorococcus
  publication-title: The ISME Journal
– volume: 4
  start-page: 1686
  issue: 43
  year: 2019
  ident: 2025.01.15.633187v2.71
  article-title: Welcome to the Tidyverse
  publication-title: Journal of Open Source Software
– volume: 4
  start-page: 1356
  issue: 8
  year: 2019
  end-page: 67
  ident: 2025.01.15.633187v2.17
  article-title: Mediterranean Grassland Soil C-N Compound Turnover Is Dependent on Rainfall and Depth, and Is Mediated by Genomically Divergent Microorganisms
  publication-title: Nature Microbiology
– volume: 37
  start-page: 1314
  issue: 11
  year: 2019
  end-page: 21
  ident: 2025.01.15.633187v2.14
  article-title: Targeted Isolation and Cultivation of Uncultivated Bacteria by Reverse Genomics
  publication-title: Nature Biotechnology
– volume: 3
  start-page: 6
  year: 2018
  ident: 2025.01.15.633187v2.28
  article-title: New Insights into Human Nostril Microbiome from the Expanded Human Oral Microbiome Database (eHOMD): A Resource for the Microbiome of the Human Aerodigestive Tract
  publication-title: mSystems
  doi: 10.1128/mSystems.00187-18
– volume: 186
  start-page: 3111
  issue: 14
  year: 2023
  end-page: 24
  ident: 2025.01.15.633187v2.7
  article-title: Ultra-Deep Sequencing of Hadza Hunter-Gatherers Recovers Vanishing Gut Microbes
  publication-title: Cell
– volume: 15
  start-page: R46
  issue: 3
  year: 2014
  ident: 2025.01.15.633187v2.73
  article-title: Kraken: Ultrafast Metagenomic Sequence Classification Using Exact Alignments
  publication-title: Genome Biology
– volume: 633
  start-page: 371
  issue: 8029
  year: 2024a
  end-page: 79
  ident: 2025.01.15.633187v2.8
  article-title: Global Marine Microbial Diversity and Its Potential in Bioprospecting
  publication-title: Nature
– volume: 6
  start-page: 3
  issue: 1
  year: 2021
  end-page: 6
  ident: 2025.01.15.633187v2.26
  article-title: Community-Led, Integrated, Reproducible Multi-Omics with Anvi’o
  publication-title: Nature Microbiology
– volume: 7
  start-page: e1002195
  issue: 10
  year: 2011
  ident: 2025.01.15.633187v2.20
  article-title: Accelerated Profile HMM Searches
  publication-title: PLoS Computational Biology
– volume: 14
  start-page: 927
  issue: 6
  year: 2003
  end-page: 30
  ident: 2025.01.15.633187v2.18
  article-title: VEGAN, a Package of R Functions for Community Ecology
  publication-title: Journal of Vegetation Science: Official Organ of the International Association for Vegetation Science
– volume: 19
  start-page: 429
  issue: 4
  year: 2022
  end-page: 40
  ident: 2025.01.15.633187v2.48
  article-title: Critical Assessment of Metagenome Interpretation: The Second Round of Challenges
  publication-title: Nature Methods
– volume: 38
  start-page: 1079
  issue: 9
  year: 2020
  end-page: 86
  ident: 2025.01.15.633187v2.56
  article-title: A Complete Domain-to-Species Taxonomy for Bacteria and Archaea
  publication-title: Nature Biotechnology
– volume: 11
  start-page: 4506
  issue: 1
  year: 2020
  ident: 2025.01.15.633187v2.70
  article-title: A Distinct Lineage of Caudovirales That Encodes a Deeply Branching Multi-Subunit RNA Polymerase
  publication-title: Nature Communications
– year: 2024
  ident: 2025.01.15.633187v2.72
  article-title: SingleM and Sandpiper: Robust Microbial Taxonomic Profiles from Metagenomic Data
  publication-title: bioRxiv
  doi: 10.1101/2024.01.30.578060
– volume: 3
  start-page: e1319
  issue: October
  year: 2015
  ident: 2025.01.15.633187v2.25
  article-title: Anvi’o: An Advanced Analysis and Visualization Platform for ‘Omics Data
  publication-title: PeerJ
– volume: 1
  start-page: 22
  issue: 1
  year: 2013
  ident: 2025.01.15.633187v2.33
  article-title: Community Genomic Analyses Constrain the Distribution of Metabolic Traits across the Chloroflexi Phylum and Indicate Roles in Sediment Carbon Cycling
  publication-title: Microbiome
– volume: 42
  start-page: 112464
  issue: 5
  year: 2023
  ident: 2025.01.15.633187v2.44
  article-title: MetaPhlAn 4 Profiling of Unknown Species-Level Genome Bins Improves the Characterization of Diet-Associated Microbiome Changes in Mice
  publication-title: Cell Reports
– year: 2024
  ident: 2025.01.15.633187v2.12
  article-title: The OMG Dataset: An Open MetaGenomic Corpus for Mixed-Modality Genomic Language Modeling
  publication-title: bioRxiv
  doi: 10.1101/2024.08.14.607850
– volume: 41
  start-page: 488
  issue: 4
  year: 2023
  end-page: 99
  ident: 2025.01.15.633187v2.19
  article-title: Systematic Discovery of Recombinases for Efficient Integration of Large DNA Sequences into the Human Genome
  publication-title: Nature Biotechnology
– volume: 52
  start-page: D777
  issue: D1
  year: 2024
  end-page: 83
  ident: 2025.01.15.633187v2.62
  article-title: SPIRE: A Searchable, Planetary-Scale mIcrobiome REsource
  publication-title: Nucleic Acids Research
– volume: 12
  start-page: R112
  issue: 11
  year: 2011
  ident: 2025.01.15.633187v2.50
  article-title: Evaluation of Genomic High-Throughput Sequencing Data Generated on Illumina HiSeq and Genome Analyzer Systems
  publication-title: Genome Biology
– volume: 521
  start-page: 173
  issue: 7551
  year: 2015
  end-page: 79
  ident: 2025.01.15.633187v2.65
  article-title: Complex Archaea That Bridge the Gap between Prokaryotes and Eukaryotes
  publication-title: Nature
– volume: 13
  start-page: 430
  issue: 2
  year: 2019
  end-page: 41
  ident: 2025.01.15.633187v2.39
  article-title: Parallel Phylogeography of Prochlorococcus and Synechococcus
  publication-title: The ISME Journal
– year: 2024
  ident: 2025.01.15.633187v2.52
  publication-title: Sequence Modeling and Design from Molecular to Genome Scale with Evo
  doi: 10.1101/2024.02.27.582234
– volume: 9
  start-page: June
  year: 2020
  ident: 2025.01.15.633187v2.69
  article-title: Droplet-Based High-Throughput Cultivation for Accurate Screening of Antibiotic Resistant Gut Microbes
  publication-title: eLife
  doi: 10.7554/eLife.56998
– volume: 28
  start-page: 2520
  issue: 19
  year: 2012
  end-page: 22
  ident: 2025.01.15.633187v2.40
  article-title: “Snakemake--a Scalable Bioinformatics Workflow Engine.” Bioinformatics (Oxford
  publication-title: England
– volume: 10
  start-page: 212
  issue: 1
  year: 2022
  ident: 2025.01.15.633187v2.61
  article-title: Cultivation-Independent Genomes Greatly Expand Taxonomic-Profiling Capabilities of mOTUs across Various Environments
  publication-title: Microbiome
– volume: 18
  start-page: 366
  issue: 4
  year: 2021
  end-page: 68
  ident: 2025.01.15.633187v2.5
  article-title: Sensitive Protein Alignments at Tree-of-Life Scale Using DIAMOND
  publication-title: Nature Methods
– volume: 3
  start-page: e104
  issue: e104
  year: 2017
  ident: 2025.01.15.633187v2.42
  article-title: Bracken: Estimating Species Abundance in Metagenomics Data
  publication-title: PeerJ. Computer Science
– volume: 8
  start-page: e61217
  issue: 4
  year: 2013
  ident: 2025.01.15.633187v2.47
  article-title: Phyloseq: An R Package for Reproducible Interactive Analysis and Graphics of Microbiome Census Data
  publication-title: PloS One
– volume: 21
  start-page: 292
  issue: 1
  year: 2020
  ident: 2025.01.15.633187v2.64
  article-title: Functional and Genetic Markers of Niche Partitioning among Enigmatic Members of the Human Oral Microbiome
  publication-title: Genome Biology
– volume: 111
  start-page: E2875
  issue: 28
  year: 2014
  end-page: 84
  ident: 2025.01.15.633187v2.24
  article-title: Oligotyping Analysis of the Human Oral Microbiome
  publication-title: Proceedings of the National Academy of Sciences of the United States of America
– volume: 9
  start-page: 231
  issue: January
  year: 2017
  end-page: 55
  ident: 2025.01.15.633187v2.30
  article-title: SAR11 Bacteria: The Most Abundant Plankton in the Oceans
  publication-title: Annual Review of Marine Science
– volume: 185
  start-page: 4574
  issue: 24
  year: 2022
  end-page: 86.e16
  ident: 2025.01.15.633187v2.1
  article-title: “Diverse Virus-Encoded CRISPR-Cas Systems Include Streamlined Genome Editors.”
  publication-title: Cell
– volume: 11
  start-page: 119
  issue: March
  year: 2010
  ident: 2025.01.15.633187v2.35
  article-title: Prodigal: Prokaryotic Gene Recognition and Translation Initiation Site Identification
  publication-title: BMC Bioinformatics
– volume: 5
  start-page: e9490
  issue: 3
  year: 2010
  ident: 2025.01.15.633187v2.60
  article-title: FastTree 2--Approximately Maximum-Likelihood Trees for Large Alignments
  publication-title: PloS One
– volume: 187
  start-page: 5151
  issue: 19
  year: 2024
  end-page: 70
  ident: 2025.01.15.633187v2.23
  article-title: Modern Microbiology: Embracing Complexity through Integration across Scales
  publication-title: Cell
– volume: 7
  start-page: 598
  year: 2016
  ident: 2025.01.15.633187v2.31
  article-title: “Carbon and Sulfur Cycling below the Chemocline in a Meromictic Lake and the Identification of a Novel Taxonomic Lineage in the FCB Superphylum, Candidatus Aegiribacteria
  publication-title: Frontiers in Microbiology
– volume: 607
  start-page: 111
  issue: 7917
  year: 2022
  end-page: 18
  ident: 2025.01.15.633187v2.55
  article-title: Biosynthetic Potential of the Global Ocean Microbiome
  publication-title: Nature
– volume: 30
  start-page: 315
  issue: 3
  year: 2020
  end-page: 33
  ident: 2025.01.15.633187v2.10
  article-title: Accurate and Complete Genomes from Metagenomes
  publication-title: Genome Research
– volume: 21
  start-page: 293
  issue: 1
  year: 2020
  ident: 2025.01.15.633187v2.68
  article-title: Metapangenomics of the Oral Microbiome Provides Insights into Habitat Adaptation and Cultivar Diversity
  publication-title: Genome Biology
– volume: 2010
  start-page: 0
  year: 2010
  ident: 2025.01.15.633187v2.11
  article-title: The Human Oral Microbiome Database: A Web Accessible Resource for Investigating Oral Microbe Taxonomic and Genomic Information
  publication-title: Database: The Journal of Biological Databases and Curation
– volume: 5
  start-page: 1
  year: 2020
  ident: 2025.01.15.633187v2.53
  article-title: Consistent Metagenome-Derived Metrics Verify and Delineate Bacterial Species Boundaries
  publication-title: mSystems
  doi: 10.1128/mSystems.00731-19
– volume: 9
  start-page: R151
  issue: 10
  year: 2008
  ident: 2025.01.15.633187v2.76
  article-title: A Simple, Fast, and Accurate Method of Phylogenomic Inference
  publication-title: Genome Biology
– volume: 32
  start-page: 1792
  issue: 5
  year: 2004
  end-page: 97
  ident: 2025.01.15.633187v2.21
  article-title: MUSCLE: Multiple Sequence Alignment with High Accuracy and High Throughput
  publication-title: Nucleic Acids Research
– volume: 15
  start-page: 2880
  issue: 1
  year: 2024
  ident: 2025.01.15.633187v2.34
  article-title: Genomic Language Model Predicts Protein Co-Regulation and Function
  publication-title: Nature Communications
– volume: 73
  start-page: 335
  issue: September
  year: 2019
  end-page: 58
  ident: 2025.01.15.633187v2.45
  article-title: Biogeography of the Oral Microbiome: The Site-Specialist Hypothesis
  publication-title: Annual Review of Microbiology
– volume: 179
  start-page: 1623
  issue: 7
  year: 2019
  end-page: 35
  ident: 2025.01.15.633187v2.54
  article-title: Charting the Complexity of the Marine Microbiome through Single-Cell Genomics
  publication-title: Cell
– volume: 112
  start-page: 244
  issue: 1
  year: 2015
  end-page: 49
  ident: 2025.01.15.633187v2.32
  article-title: Cultivation of a Human-Associated TM7 Phylotype Reveals a Reduced Genome and Epibiotic Parasitic Lifestyle
  publication-title: Proceedings of the National Academy of Sciences of the United States of America
– year: 2020
  ident: 2025.01.15.633187v2.36
  article-title: Isolation of an Archaeon at the Prokaryote– eukaryote Interface
  publication-title: Nature
  doi: 10.1038/s41586-019-1916-6
– volume: 9
  start-page: 357
  issue: 4
  year: 2012
  end-page: 59
  ident: 2025.01.15.633187v2.41
  article-title: Fast Gapped-Read Alignment with Bowtie 2
  publication-title: Nature Methods
– year: 2024b
  ident: 2025.01.15.633187v2.9
  article-title: “Global Marine Microbial Diversity and Its Potential in Bioprospecting.” Nature
  publication-title: September
  doi: 10.1038/s41586-024-07891-2
– volume: 18
  start-page: 1686
  issue: 6
  year: 2016
  end-page: 1703
  ident: 2025.01.15.633187v2.22
  article-title: Metagenomic Analysis of a High Carbon Dioxide Subsurface Microbial Community Populated by Chemolithoautotrophs and Bacteria and Archaea from Candidate Phyla
  publication-title: Environmental Microbiology
– volume: 616
  start-page: 783
  issue: 7958
  year: 2023
  end-page: 89
  ident: 2025.01.15.633187v2.29
  article-title: Mirusviruses Link Herpesviruses to Giant Viruses
  publication-title: Nature
– volume: 8
  start-page: e66643
  issue: 6
  year: 2013
  ident: 2025.01.15.633187v2.27
  article-title: A Filtering Method to Generate High Quality Short Reads Using Illumina Paired-End Technology
  publication-title: PloS One
– volume: 9
  start-page: 5114
  issue: 1
  year: 2018
  ident: 2025.01.15.633187v2.37
  article-title: High Throughput ANI Analysis of 90K Prokaryotic Genomes Reveals Clear Species Boundaries
  publication-title: Nature Communications
– volume: 25
  start-page: 1972
  issue: 15
  year: 2009
  end-page: 73
  ident: 2025.01.15.633187v2.6
  article-title: trimAl: A Tool for Automated Alignment Trimming in Large-Scale Phylogenetic Analyses
  publication-title: Bioinformatics
– volume: 82
  start-page: 2210
  issue: 7
  year: 2016
  end-page: 18
  ident: 2025.01.15.633187v2.38
  article-title: High-Throughput Single-Cell Cultivation on Microfluidic Streak Plates
  publication-title: Applied and Environmental Microbiology
– volume: 9
  start-page: 121
  issue: 1
  year: 2021
  ident: 2025.01.15.633187v2.46
  article-title: Meanders as a Scaling Motif for Understanding of Floodplain Soil Microbiome and Biogeochemical Potential at the Watershed Scale
  publication-title: Microbiome
– volume: 11
  start-page: eadq2166
  issue: 3
  year: 2025
  ident: 2025.01.15.633187v2.75
  article-title: A Metagenomic Perspective on the Microbial Prokaryotic Genome Census
  publication-title: Science Advances
– volume: 35
  start-page: 725
  issue: 8
  year: 2017
  end-page: 31
  ident: 2025.01.15.633187v2.3
  article-title: Minimum Information about a Single Amplified Genome (MISAG) and a Metagenome-Assembled Genome (MIMAG) of Bacteria and Archaea
  publication-title: Nature Biotechnology
– volume: 26
  start-page: 229
  issue: 3
  year: 2018
  end-page: 42
  ident: 2025.01.15.633187v2.2
  article-title: Oral Biofilms: Pathogens, Matrix, and Polymicrobial Interactions in Microenvironments
  publication-title: Trends in Microbiology
– volume: 14
  start-page: 7318
  issue: 1
  year: 2023
  ident: 2025.01.15.633187v2.43
  article-title: A Genomic Catalogue of Soil Microbiomes Boosts Mining of Biodiversity and Genetic Resources
  publication-title: Nature Communications
– volume: 2
  start-page: 1533
  issue: 11
  year: 2017
  end-page: 42
  ident: 2025.01.15.633187v2.58
  article-title: Recovery of Nearly 8,000 Metagenome-Assembled Genomes Substantially Expands the Tree of Life
  publication-title: Nature Microbiology
– year: 2023
  ident: 2025.01.15.633187v2.63
  publication-title: “Metabolite Transport and Its Role in Marine Microbial Interactions.” University of Georgia
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Snippet The increasing availability of microbial genomes is essential to gain insights into microbial ecology and evolution that can propel biotechnological and...
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SubjectTerms Microbiology
Title Quantitative insights into the efficacy of genome-resolved surveys of microbial communities through ribosomal protein phylogeography and EcoPhylo
URI https://www.ncbi.nlm.nih.gov/pubmed/39868213
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