Ocean water samples yield treasure trove of RNA virus data
From: Ohio State University
April 7, 2022 -- Ocean
water samples collected around the world have yielded a treasure trove of new
data about RNA viruses, expanding ecological research possibilities and
reshaping our understanding of how these small but significant submicroscopic
particles evolved.
Combining
machine-learning analyses with traditional evolutionary trees, an international
team of researchers has identified 5,500 new RNA virus species that represent
all five known RNA virus phyla and suggest there are at least five new RNA
virus phyla needed to capture them.
The most abundant
collection of newly identified species belong to a proposed phylum researchers
named Taraviricota, a nod to the source of the 35,000 water samples
that enabled the analysis: the Tara Oceans Consortium, an
ongoing global study onboard the schooner Tara of the impact
of climate change on the world's oceans.
"There's so much
new diversity here -- and an entire phylum, the Taraviricota,were
found all over the oceans, which suggests they're ecologically important,"
said lead author Matthew Sullivan, professor of microbiology at The Ohio State
University.
"RNA viruses are
clearly important in our world, but we usually only study a tiny slice of them
-- the few hundred that harm humans, plants and animals. We wanted to systematically
study them on a very big scale and explore an environment no one had looked at
deeply, and we got lucky because virtually every species was new, and many were
really new."
The study appears
online today (April 7, 2022) in Science.
While microbes are
essential contributors to all life on the planet, viruses that infect or
interact with them have a variety of influences on microbial functions. These
types of viruses are believed to have three main functions: killing cells,
changing how infected cells manage energy, and transferring genes from one host
to another.
Knowing more about
virus diversity and abundance in the world's oceans will help explain marine
microbes' role in ocean adaptation to climate change, the researchers say.
Oceans absorb half of the human-generated carbon dioxide from the atmosphere,
and previous research by this group has suggested that marine viruses are the
"knob" on a biological pump affecting how carbon in the ocean is
stored.
By taking on the
challenge of classifying RNA viruses, the team entered waters still rippling
from earlier taxonomy categorization efforts that focused mostly on RNA viral
pathogens. Within the biological kingdom Orthornavirae, five phyla
were recently recognized by the International Committee on Taxonomy of Viruses
(ICTV).
Though the research
team identified hundreds of new RNA virus species that fit into those existing
divisions, their analysis identified thousands more species that they clustered
into five new proposed phyla: Taraviricota, Pomiviricota,
Paraxenoviricota, Wamoviricota and Arctiviricota,which,
like Taraviricota, features highly abundant species -- at least in
climate-critical Arctic Ocean waters, the area of the world where warming
conditions wreak the most havoc.
Sullivan's team has long
cataloged DNA virus species in the oceans, growing the numbers from a few
thousand in 2015 and 2016 to 200,000 in 2019. For those studies, scientists had
access to viral particles to complete the analysis.
In these current
efforts to detect RNA viruses, there were no viral particles to study. Instead,
researchers extracted sequences from genes expressed in organisms floating in
the sea, and narrowed the analysis to RNA sequences that contained a signature
gene, called RdRp, which has evolved for billions of years in RNA viruses, and
is absent from other viruses or cells.
Because RdRp's
existence dates to when life was first detected on Earth, its sequence position
has diverged many times, meaning traditional phylogenetic tree relationships
were impossible to describe with sequences alone. Instead, the team used
machine learning to organize 44,000 new sequences in a way that could handle
these billions of years of sequence divergence, and validated the method by
showing the technique could accurately classify sequences of RNA viruses
already identified.
"We had to
benchmark the known to study the unknown," said Sullivan, also a professor
of civil, environmental and geodetic engineering, founding director of Ohio
State's Center of Microbiome Science and a leadership team member in the EMERGE
Biology Integration Institute.
"We've created a
computationally reproducible way to align those sequences to where we can be
more confident that we are aligning positions that accurately reflect
evolution."
Further analysis using
3D representations of sequence structures and alignment revealed that the
cluster of 5,500 new species didn't fit into the five existing phyla of RNA
viruses categorized in the Orthornavirae kingdom.
"We benchmarked
our clusters against established, recognized phylogeny-based taxa, and that is
how we found we have more clusters than those that existed," said co-first
author Ahmed Zayed, a research scientist in microbiology at Ohio State and a
research lead in the EMERGE Institute.
In all, the findings
led the researchers to propose not only the five new phyla, but also at least
11 new orthornaviran classes of RNA viruses. The team is preparing a proposal
to request formalization of the candidate phyla and classes by the ICTV.
Zayed said the extent
of new data on the RdRp gene's divergence over time leads to a better
understanding about how early life may have evolved on the planet.
"RdRp is supposed
to be one of the most ancient genes -- it existed before there was a need for
DNA," he said. "So we're not just tracing the origins of viruses, but
also tracing the origins of life."
This research was
supported by the National Science Foundation, the Gordon and Betty Moore
Foundation, the Ohio Supercomputer Center, Ohio State's Center of Microbiome
Science, the EMERGE Biology Integration Institute, the Ramon-Areces Foundation
and Laulima Government Solutions/NIAID. The work was also made possible by the
unprecedented sampling and science of the Tara Oceans
Consortium, the nonprofit Tara Ocean Foundation and its partners.
Additional co-authors
on the paper were co-lead authors James Wainaina and Guillermo
Dominguez-Huerta, as well as Jiarong Guo, Mohamed Mohssen, Funing Tian, Adjie
Pratama, Ben Bolduc, Olivier Zablocki, Dylan Cronin and Lindsay Solden, all of
Sullivan's lab; Ralf Bundschuh, Kurt Fredrick, Laura Kubatko and Elan Shatoff
of Ohio State's College of Arts and Sciences; Hans-Joachim Ruscheweyh, Guillem
Salazar and Shinichi Sunagawa of the Institute of Microbiology and Swiss
Institute of Bioinformatics; Jens Kuhn of the National Institute of Allergy and
Infectious Diseases; Alexander Culley of the Université Laval; Erwan Delage and
Samuel Chaffron of the Université de Nantes; and Eric Pelletier, Adriana
Alberti, Jean-Marc Aury, Quentin Carradec, Corinne da Silva, Karine Labadie,
Julie Poulain and Patrick Wincker of Genoscope.
https://www.sciencedaily.com/releases/2022/04/220407141837.htm
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