Nutrients and Other Environmental Factors Influence Virus Abundances across Oxic and Hypoxic Marine Environments
Virus particles are highly abundant in seawater and, on average, outnumber microbial cells approximately 10-fold at the surface and 16-fold in deeper waters; yet, this relationship varies across environments. Here, we examine the influence of a suite of environmental variables, including nutrient co...
Published in: | Viruses |
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Main Authors: | , , , , |
Format: | Text |
Language: | English |
Published: |
Multidisciplinary Digital Publishing Institute
2017
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Subjects: | |
Online Access: | https://doi.org/10.3390/v9060152 |
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author | Jan Finke Brian Hunt Christian Winter Eddy Carmack Curtis Suttle |
author_facet | Jan Finke Brian Hunt Christian Winter Eddy Carmack Curtis Suttle |
author_sort | Jan Finke |
collection | MDPI Open Access Publishing |
container_issue | 6 |
container_start_page | 152 |
container_title | Viruses |
container_volume | 9 |
description | Virus particles are highly abundant in seawater and, on average, outnumber microbial cells approximately 10-fold at the surface and 16-fold in deeper waters; yet, this relationship varies across environments. Here, we examine the influence of a suite of environmental variables, including nutrient concentrations, salinity and temperature, on the relationship between the abundances of viruses and prokaryotes over a broad range of spatial and temporal scales, including along a track from the Northwest Atlantic to the Northeast Pacific via the Arctic Ocean, and in the coastal waters of British Columbia, Canada. Models of varying complexity were tested and compared for best fit with the Akaike Information Criterion, and revealed that nitrogen and phosphorus concentrations, as well as prokaryote abundances, either individually or combined, had significant effects on viral abundances in all but hypoxic environments, which were only explained by a combination of physical and chemical factors. Nonetheless, multivariate models of environmental variables showed high explanatory power, matching or surpassing that of prokaryote abundance alone. Incorporating both environmental variables and prokaryote abundances into multivariate models significantly improved the explanatory power of the models, except in hypoxic environments. These findings demonstrate that environmental factors could be as important as, or even more important than, prokaryote abundance in describing viral abundance across wide-ranging marine environments |
format | Text |
genre | Arctic Arctic Ocean Northwest Atlantic |
genre_facet | Arctic Arctic Ocean Northwest Atlantic |
geographic | Arctic Arctic Ocean British Columbia Canada Pacific |
geographic_facet | Arctic Arctic Ocean British Columbia Canada Pacific |
id | ftmdpi:oai:mdpi.com:/1999-4915/9/6/152/ |
institution | Open Polar |
language | English |
long_lat | ENVELOPE(-125.003,-125.003,54.000,54.000) |
op_collection_id | ftmdpi |
op_coverage | agris |
op_doi | https://doi.org/10.3390/v9060152 |
op_relation | Animal Viruses https://dx.doi.org/10.3390/v9060152 |
op_rights | https://creativecommons.org/licenses/by/4.0/ |
op_source | Viruses; Volume 9; Issue 6; Pages: 152 |
publishDate | 2017 |
publisher | Multidisciplinary Digital Publishing Institute |
record_format | openpolar |
spelling | ftmdpi:oai:mdpi.com:/1999-4915/9/6/152/ 2025-01-16T20:40:45+00:00 Nutrients and Other Environmental Factors Influence Virus Abundances across Oxic and Hypoxic Marine Environments Jan Finke Brian Hunt Christian Winter Eddy Carmack Curtis Suttle agris 2017-06-17 application/pdf https://doi.org/10.3390/v9060152 EN eng Multidisciplinary Digital Publishing Institute Animal Viruses https://dx.doi.org/10.3390/v9060152 https://creativecommons.org/licenses/by/4.0/ Viruses; Volume 9; Issue 6; Pages: 152 viral abundance environmental variables multivariate model Akaike Information Criterion Text 2017 ftmdpi https://doi.org/10.3390/v9060152 2023-07-31T21:08:39Z Virus particles are highly abundant in seawater and, on average, outnumber microbial cells approximately 10-fold at the surface and 16-fold in deeper waters; yet, this relationship varies across environments. Here, we examine the influence of a suite of environmental variables, including nutrient concentrations, salinity and temperature, on the relationship between the abundances of viruses and prokaryotes over a broad range of spatial and temporal scales, including along a track from the Northwest Atlantic to the Northeast Pacific via the Arctic Ocean, and in the coastal waters of British Columbia, Canada. Models of varying complexity were tested and compared for best fit with the Akaike Information Criterion, and revealed that nitrogen and phosphorus concentrations, as well as prokaryote abundances, either individually or combined, had significant effects on viral abundances in all but hypoxic environments, which were only explained by a combination of physical and chemical factors. Nonetheless, multivariate models of environmental variables showed high explanatory power, matching or surpassing that of prokaryote abundance alone. Incorporating both environmental variables and prokaryote abundances into multivariate models significantly improved the explanatory power of the models, except in hypoxic environments. These findings demonstrate that environmental factors could be as important as, or even more important than, prokaryote abundance in describing viral abundance across wide-ranging marine environments Text Arctic Arctic Ocean Northwest Atlantic MDPI Open Access Publishing Arctic Arctic Ocean British Columbia ENVELOPE(-125.003,-125.003,54.000,54.000) Canada Pacific Viruses 9 6 152 |
spellingShingle | viral abundance environmental variables multivariate model Akaike Information Criterion Jan Finke Brian Hunt Christian Winter Eddy Carmack Curtis Suttle Nutrients and Other Environmental Factors Influence Virus Abundances across Oxic and Hypoxic Marine Environments |
title | Nutrients and Other Environmental Factors Influence Virus Abundances across Oxic and Hypoxic Marine Environments |
title_full | Nutrients and Other Environmental Factors Influence Virus Abundances across Oxic and Hypoxic Marine Environments |
title_fullStr | Nutrients and Other Environmental Factors Influence Virus Abundances across Oxic and Hypoxic Marine Environments |
title_full_unstemmed | Nutrients and Other Environmental Factors Influence Virus Abundances across Oxic and Hypoxic Marine Environments |
title_short | Nutrients and Other Environmental Factors Influence Virus Abundances across Oxic and Hypoxic Marine Environments |
title_sort | nutrients and other environmental factors influence virus abundances across oxic and hypoxic marine environments |
topic | viral abundance environmental variables multivariate model Akaike Information Criterion |
topic_facet | viral abundance environmental variables multivariate model Akaike Information Criterion |
url | https://doi.org/10.3390/v9060152 |