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Viromes vs. mixed community metagenomes: choice of method dictates interpretation of viral community ecology

Viruses, the majority of which are uncultivated, are among the most abundant biological entities in microbiomes and ecosystems on Earth. From selfishly altering community-wide microbial physiology to driving microbiome dynamics, viruses (particularly bacteriophage) are fundamental members of microbi...

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Autores principales: Kosmopoulos, James C., Klier, Katherine M., Langwig, Marguerite V., Tran, Patricia Q., Anantharaman, Karthik
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Cold Spring Harbor Laboratory 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10614762/
https://www.ncbi.nlm.nih.gov/pubmed/37904928
http://dx.doi.org/10.1101/2023.10.15.562385
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author Kosmopoulos, James C.
Klier, Katherine M.
Langwig, Marguerite V.
Tran, Patricia Q.
Anantharaman, Karthik
author_facet Kosmopoulos, James C.
Klier, Katherine M.
Langwig, Marguerite V.
Tran, Patricia Q.
Anantharaman, Karthik
author_sort Kosmopoulos, James C.
collection PubMed
description Viruses, the majority of which are uncultivated, are among the most abundant biological entities in microbiomes and ecosystems on Earth. From selfishly altering community-wide microbial physiology to driving microbiome dynamics, viruses (particularly bacteriophage) are fundamental members of microbiomes. While the number of studies leveraging viral metagenomics (viromics) for studying uncultivated viruses is growing, standards for viromics research are lacking. Viromics can leverage computational discovery of viruses from total metagenomes of all community members (hereafter metagenomes) or use physical separation of virus-specific fractions (hereafter viromes). However, differences in the recovery and interpretation of viruses from metagenomes and viromes obtained from the same samples remains understudied. Here, we compare viral communities from paired viromes and metagenomes obtained from 51 diverse samples across human gut, soil, freshwater, and marine ecosystems. Overall, viral communities obtained from viromes were more abundant and species rich than those obtained from metagenomes, although there were some exceptions. Despite this, metagenomes still contained many viral genomes not detected in viromes. We also found notable differences in the predicted lytic state of viruses detected in viromes vs. metagenomes at the time of sequencing. Other forms of variation observed include genome presence/absence, genome quality, and encoded protein content between viromes and metagenomes, but the magnitude of these differences varied by environment. Overall, our results here show that one’s choice of method can lead to differing interpretations of viral community ecology. We suggest that the choice of whether to target a metagenome or virome should be dependent on the environmental context and ecological questions being asked. However, our overall recommendation to researchers investigating viral ecology and evolution is to pair both approaches to maximize their respective benefits.
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spelling pubmed-106147622023-10-31 Viromes vs. mixed community metagenomes: choice of method dictates interpretation of viral community ecology Kosmopoulos, James C. Klier, Katherine M. Langwig, Marguerite V. Tran, Patricia Q. Anantharaman, Karthik bioRxiv Article Viruses, the majority of which are uncultivated, are among the most abundant biological entities in microbiomes and ecosystems on Earth. From selfishly altering community-wide microbial physiology to driving microbiome dynamics, viruses (particularly bacteriophage) are fundamental members of microbiomes. While the number of studies leveraging viral metagenomics (viromics) for studying uncultivated viruses is growing, standards for viromics research are lacking. Viromics can leverage computational discovery of viruses from total metagenomes of all community members (hereafter metagenomes) or use physical separation of virus-specific fractions (hereafter viromes). However, differences in the recovery and interpretation of viruses from metagenomes and viromes obtained from the same samples remains understudied. Here, we compare viral communities from paired viromes and metagenomes obtained from 51 diverse samples across human gut, soil, freshwater, and marine ecosystems. Overall, viral communities obtained from viromes were more abundant and species rich than those obtained from metagenomes, although there were some exceptions. Despite this, metagenomes still contained many viral genomes not detected in viromes. We also found notable differences in the predicted lytic state of viruses detected in viromes vs. metagenomes at the time of sequencing. Other forms of variation observed include genome presence/absence, genome quality, and encoded protein content between viromes and metagenomes, but the magnitude of these differences varied by environment. Overall, our results here show that one’s choice of method can lead to differing interpretations of viral community ecology. We suggest that the choice of whether to target a metagenome or virome should be dependent on the environmental context and ecological questions being asked. However, our overall recommendation to researchers investigating viral ecology and evolution is to pair both approaches to maximize their respective benefits. Cold Spring Harbor Laboratory 2023-10-17 /pmc/articles/PMC10614762/ /pubmed/37904928 http://dx.doi.org/10.1101/2023.10.15.562385 Text en https://creativecommons.org/licenses/by-nc-nd/4.0/This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License (https://creativecommons.org/licenses/by-nc-nd/4.0/) , which allows reusers to copy and distribute the material in any medium or format in unadapted form only, for noncommercial purposes only, and only so long as attribution is given to the creator.
spellingShingle Article
Kosmopoulos, James C.
Klier, Katherine M.
Langwig, Marguerite V.
Tran, Patricia Q.
Anantharaman, Karthik
Viromes vs. mixed community metagenomes: choice of method dictates interpretation of viral community ecology
title Viromes vs. mixed community metagenomes: choice of method dictates interpretation of viral community ecology
title_full Viromes vs. mixed community metagenomes: choice of method dictates interpretation of viral community ecology
title_fullStr Viromes vs. mixed community metagenomes: choice of method dictates interpretation of viral community ecology
title_full_unstemmed Viromes vs. mixed community metagenomes: choice of method dictates interpretation of viral community ecology
title_short Viromes vs. mixed community metagenomes: choice of method dictates interpretation of viral community ecology
title_sort viromes vs. mixed community metagenomes: choice of method dictates interpretation of viral community ecology
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10614762/
https://www.ncbi.nlm.nih.gov/pubmed/37904928
http://dx.doi.org/10.1101/2023.10.15.562385
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