Transporting Ocean Viromes: Invasion of the Aquatic Biosphere
RESEARCH ARTICLE
Transporting Ocean Viromes: Invasion of the
Aquatic Biosphere
Yiseul Kim1*, Tiong Gim Aw2, Joan B. Rose1,2
1 Department of Microbiology and Molecular Genetics, Michigan State University, East Lansing, Michigan,
United States of America, 2 Department of Fisheries and Wildlife, Michigan State University, East Lansing,
Michigan, United States of America
*
Abstract
a11111
OPEN ACCESS
Citation: Kim Y, Aw TG, Rose JB (2016)
Transporting Ocean Viromes: Invasion of the Aquatic
Biosphere. PLoS ONE 11(4): e0152671. doi:10.1371/
journal.pone.0152671
Editor: Senjie Lin, University of Connecticut, UNITED
STATES
Received: October 28, 2015
Accepted: March 17, 2016
Studies of marine viromes (viral metagenomes) have revealed that DNA viruses are highly
diverse and exhibit biogeographic patterns. However, little is known about the diversity of
RNA viruses, which are mostly composed of eukaryotic viruses, and their biogeographic
patterns in the oceans. A growth in global commerce and maritime traffic may accelerate
spread of diverse and non-cosmopolitan DNA viruses and potentially RNA viruses from one
part of the world to another. Here, we demonstrated through metagenomic analyses that
failure to comply with mid-ocean ballast water exchange regulation could result in movement of viromes including both DNA viruses and RNA viruses (including potential viral pathogens) unique to geographic and environmental niches. Furthermore, our results showed
that virus richness (known and unknown viruses) in ballast water is associated with distance
between ballast water exchange location and its nearest shoreline as well as length of
water storage time in ballast tanks (voyage duration). However, richness of only known
viruses is governed by local environmental conditions and different viral groups have different responses to environmental variation. Overall, these results identified ballast water as a
factor contributing to ocean virome transport and potentially increased exposure of the
aquatic bioshpere to viral invasion.
Published: April 7, 2016
Copyright: © 2016 Kim et al. This is an open access
article distributed under the terms of the Creative
Commons Attribution License, which permits
unrestricted use, distribution, and reproduction in any
medium, provided the original author and source are
credited.
Data Availability Statement: Data sets for all
samples are available in the NCBI Short Read
Archive under accession number SRP061842.
Funding: This study was supported by the National
Science Foundation, Partnerships for International
Research and Education (OISE-0530174).
Competing Interests: The authors have declared
that no competing interests exist.
Introduction
Viruses are the most undiscovered and mysterious part of the biosphere. Their role as pathogenic entities is well recognized and the array of viral infections throughout the tree of life,
including archaea, bacteria, and eukaryotes, is immense. However, we have only scratched the
surface to reveal the global genetic diversity of viruses. This has limited our understanding of
the ecological role of phages and other viral groups in biogeochemical cycling, as well as gene
exchange [1]. Our knowledge of the viral predator-prey interactions is poor and viral life histories have not been well described. Viral-host specificity that was once considered a well-known
biological principal is now being challenged, as even the concept of plant viral infections of
humans and other animals is being proposed [2].
PLOS ONE | DOI:10.1371/journal.pone.0152671 April 7, 2016
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Transporting Ocean Viromes
During the past decade, metagenomics with dramatic evolution of sequencing technologies
have revolutionized environmental virological studies and enabled the in-depth characterization of viral communities that would not have been possible with traditional methods. Since
the first viral metagenome (virome) study by Breitbart et al. [3], research has demonstrated the
feasibility of metagenomic approaches to examine viral communities in various complex environmental systems, mostly focused on natural aquatic environments, marine [4–10] and freshwater [11–17]. Among these, two global surveys of the ocean virome, which focused mainly on
DNA viruses infecting bacteria, have suggested that marine viruses, particularly phages are
highly diverse and can exhibit distinctive biogeographic patterns [4,10]. While these studies
have revealed a diverse array of DNA phages (e.g., Microviridae, Myoviridae, Podoviridae, and
Siphoviridae) in marine environments and that local environmental conditions play an important role in structuring their diversity, little is known about the diversity of RNA viruses and
eukaryotic viruses in the oceans and their global transport and disease potential.
Oceanic and coastal anthropogenic pollution is growing in part as a function of global commerce and increasing maritime traffic. It is estimated that ocean-going cargo vessels transport
as high as 12 billion tons of ballast water each year, transferring the aquatic life from one part
of the world to another [18]. Global movement of nonindigenous species within ballast tanks
across natural barriers has threatened coastal ecosystem and biodiversity. The metazoan ballast
invaders have been well studied and described since about the 1980s [19,20]. However, the
mechanisms of microbial invasions are still unclear despite the potential of microorganisms to
influence the ecological functioning of biological communities and ecosystems at a global scale
[21]. Ruiz et al. [22] provided a hypothesis that the likelihood of invasions goes up with
increasing inoculation concentration and that genetic diversity of the microbial component in
ballast water including viruses must be examined to further understand the global transport of
pathogens. More than a decade later, this call to improve our scientific knowledge has
remained unanswered despite the advancement of metagenomics using high-throughput
sequencing. Here, we integrated environmental virology, metagenomics, and bioinformatics to
examine variation in virome composition of ballast water between geographic locations and
demonstrated that ballast water moves around ocean viromes (including potential viral pathogens) from one part of the world to another.
Materials and Methods
Ethics Statement
Access to the Port of Los Angeles/Long Beach (LA/LB) was gained by California State Lands
Commission, and the ballast water sampling was approved by the captains of vessels. Access to
the Port of Singapore was gained by Port of Singapore Authority, and the ballast water sampling was approved by an anonymous shipping company and by the captains of vessels. At
both locations, the sampling was conducted under the supervision of the captains and chief
officers of vessels. Samples collected from the Port of Singapore were transported to Michigan
State University (MSU) with the import permit approved by United States Centers for D (...truncated)