ArticlePDF Available

Identification and characterization of Highlands J virus from a Mississippi sandhill crane using unbiased next-generation sequencing

Authors:
  • USGS National Wildlife Health Center, Madison, Wisconsin, United States

Abstract and Figures

Advances in massively parallel DNA sequencing platforms, commonly termed next-generation sequencing (NGS) technologies, have greatly reduced time, labor, and cost associated with DNA sequencing. Thus, NGS has become a routine tool for new viral pathogen discovery and will likely become the standard for routine laboratory diagnostics of infectious diseases in the near future. This study demonstrated the application of NGS for the rapid identification and characterization of a virus isolated from the brain of an endangered Mississippi sandhill crane. This bird was part of a population restoration effort and was found in an emaciated state several days after Hurricane Isaac passed over the refuge in Mississippi in 2012. Post-mortem examination had identified trichostrongyliasis as the possible cause of death, but because a virus with morphology consistent with a togavirus was isolated from the brain of the bird, an arboviral etiology was strongly suspected. Because individual molecular assays for several known arboviruses were negative, unbiased NGS by Illumina MiSeq was used to definitively identify and characterize the causative viral agent. Whole genome sequencing and phylogenetic analysis revealed the viral isolate to be the Highlands J virus, a known avian pathogen. This study demonstrates the use of unbiased NGS for the rapid detection and characterization of an unidentified viral pathogen and the application of this technology to wildlife disease diagnostics and conservation medicine.
Content may be subject to copyright.
Journal
of
Virological
Methods
206
(2014)
42–45
Contents
lists
available
at
ScienceDirect
Journal
of
Virological
Methods
j
o
ur
nal
ho
me
pag
e:
www.elsevier.com/locate/jviromet
Short
communication
Identification
and
characterization
of
Highlands
J
virus
from
a
Mississippi
sandhill
crane
using
unbiased
next-generation
sequencing
Hon
S.
Ipa,,
Michael
R.
Wileyb,
Renee
Longa,
Gustavo
Palaciosb,
Valerie
Shearn-Bochslerb,
Chris
A.
Whitehousea,1
aU.S.
Geological
Survey,
National
Wildlife
Health
Center,
Madison,
WI,
USA
bCenter
for
Genomic
Sciences,
United
States
Army
Medical
Research
Institute
of
Infectious
Diseases,
Frederick,
MD,
USA
Article
history:
Received
21
February
2014
Received
in
revised
form
19
May
2014
Accepted
20
May
2014
Available
online
29
May
2014
Keywords:
Highlands
J
virus
Wildlife
disease
Conservation
Pathogen
discovery
Next-generation
sequencing
Rapid
identification
a
b
s
t
r
a
c
t
Advances
in
massively
parallel
DNA
sequencing
platforms,
commonly
termed
next-generation
sequenc-
ing
(NGS)
technologies,
have
greatly
reduced
time,
labor,
and
cost
associated
with
DNA
sequencing.
Thus,
NGS
has
become
a
routine
tool
for
new
viral
pathogen
discovery
and
will
likely
become
the
standard
for
routine
laboratory
diagnostics
of
infectious
diseases
in
the
near
future.
This
study
demonstrated
the
application
of
NGS
for
the
rapid
identification
and
characterization
of
a
virus
isolated
from
the
brain
of
an
endangered
Mississippi
sandhill
crane.
This
bird
was
part
of
a
population
restoration
effort
and
was
found
in
an
emaciated
state
several
days
after
Hurricane
Isaac
passed
over
the
refuge
in
Mississippi
in
2012.
Post-mortem
examination
had
identified
trichostrongyliasis
as
the
possible
cause
of
death,
but
because
a
virus
with
morphology
consistent
with
a
togavirus
was
isolated
from
the
brain
of
the
bird,
an
arbovi-
ral
etiology
was
strongly
suspected.
Because
individual
molecular
assays
for
several
known
arboviruses
were
negative,
unbiased
NGS
by
Illumina
MiSeq
was
used
to
definitively
identify
and
characterize
the
causative
viral
agent.
Whole
genome
sequencing
and
phylogenetic
analysis
revealed
the
viral
isolate
to
be
the
Highlands
J
virus,
a
known
avian
pathogen.
This
study
demonstrates
the
use
of
unbiased
NGS
for
the
rapid
detection
and
characterization
of
an
unidentified
viral
pathogen
and
the
application
of
this
technology
to
wildlife
disease
diagnostics
and
conservation
medicine.
Published
by
Elsevier
B.V.
This
is
an
open
access
article
under
the
CC
BY-NC-SA
license
(http://creativecommons.org/licenses/by-nc-sa/3.0/).
The
Mississippi
sandhill
crane
(Grus
canadensis
pulla)
is
a
crit-
ically
endangered
subspecies
that
had
decreased
to
about
30–40
birds
in
the
1970s
due
to
unrestricted
hunting
and
the
loss
of
their
preferred
habitat
of
wet
pine
savannas
(Ellis
et
al.,
2000).
An
effort
to
increase
the
size
of
the
population
of
Mississippi
sandhill
cranes
began
with
the
creation
of
the
Mississippi
Sandhill
Crane
National
Wildlife
Refuge
in
Jackson
County,
MS
in
1975
and
beginning
in
1981,
10–15
birds
raised
in
captivity
are
released
each
year
(USFWS,
2011).
This
is
the
largest
crane
restoration
project
in
the
world.
Cur-
rently,
there
are
only
about
110–130
individuals
remaining,
and
a
better
understanding
of
the
factors
that
limit
population
growth
of
the
Mississippi
sandhill
crane
is
needed
to
support
restoration
of
these
birds.
Corresponding
author
at:
Diagnostic
Virology
Laboratory,
U.S.
Geological
Survey,
National
Wildlife
Health
Center,
6006
Schroeder
Road,
Madison,
WI
53711,
USA.
Tel.:
+1
608
270
2464;
fax:
+1
608
270
2415.
E-mail
address:
hip@usgs.gov
(H.S.
Ip).
1Current
address:
Molecular
and
Translational
Sciences
Division,
United
States
Army
Medical
Research
Institute
of
Infectious
Diseases,
Frederick,
MD,
USA.
Highlands
J
virus
(HJV)
is
an
arbovirus
in
the
genus
Alphavirus,
family
Togaviridae.
HJV
is
a
member
of
the
western
equine
encephalitis
(WEE)
complex.
Other
members
of
this
complex
found
in
the
United
States
include
WEE
virus
(WEEV)
and
Fort
Mor-
gan
virus
(FMV).
However,
HJV
is
the
only
member
of
the
WEE
complex
found
in
the
eastern
United
States
having
a
distribution
similar
to
that
of
eastern
equine
encephalitis
virus
(EEEV),
and
circulates
under
apparently
identical
transmission
cycles,
sharing
the
same
enzootic
mosquito
vector
(Culiseta
melanura)
and
verte-
brate
amplifying
hosts
such
as
passerine
birds
(Cilnis
et
al.,
1996;
Scott
and
Weaver,
1989).
HJV,
unlike
EEEV,
has
not
been
shown
to
be
pathogenic
to
humans
or
horses,
with
the
exception
of
a
sin-
gle
report
of
the
virus
being
isolated
from
the
brain
of
a
horse
that
died
with
encephalitis
in
Florida
in
1964
(Karabatsos
et
al.,
1988)
and
four
human
encephalitis
cases
that
were
co-infected
with
St.
Louis
Encephalitis
virus
(SLEV)
(Meehan
et
al.,
2000).
HJV
is
an
important
poultry
pathogen
and
has
caused
widespread
infec-
tion
of
turkeys
in
North
Carolina
in
the
past
(Ficken
et
al.,
1993),
mortality
in
chukar
partridges
in
South
Carolina
(Eleazer
and
Hill,
1994),
and
decreased
egg
production
in
domestic
turkeys
(Guy
et
al.,
1994;
Wages
et
al.,
1993).
HJV
isolations
or
antibodies
to
the
http://dx.doi.org/10.1016/j.jviromet.2014.05.018
0166-0934/Published
by
Elsevier
B.V.
This
is
an
open
access
article
under
the
CC
BY-NC-SA
license
(http://creativecommons.org/licenses/by-nc-sa/3.0/).
H.S.
Ip
et
al.
/
Journal
of
Virological
Methods
206
(2014)
42–45
43
Table
1
Known
reported
detections
of
Highlands
J
virus
in
wild
animal
species.
Scientific
nameaCommon
name
Reference
Agelaius
phoeniceus
Red-winged
blackbird
Forrester
and
Spalding
(2003)
Aphelocoma
coerulescens Florida
scrub
jay Forrester
and
Spalding
(2003)
Baeolophus
bicolor
Tufted
titmouse
McLean
et
al.
(1985)
Bombycilla
cedrorum
Cedar
waxwing
Howard
et
al.
(2004)
Bonasa
umbellus
Ruffed
grouse
Howard
et
al.
(2004)
Buteo
jamaicensis
Red-tailed
hawk
Allison
and
Stallknecht
(2009)
Cardinalis
cardinalis
Northern
cardinal
McLean
et
al.
(1985)
Carpodacus
purpureus
Purple
finch
Howard
et
al.
(2004)
Catharus
fuscescens Veery
Howard
et
al.
(2004)
Colaptes
auratus
Northern
(common)
flicker
Main
et
al.
(1988)
Colinus
virginianus
Bobwhite
quail
Forrester
and
Spalding
(2003)
Columbina
passerina
Common
ground
dove
Forrester
and
Spalding
(2003)
Cyanocitta
cristata
Blue
jay
Forrester
and
Spalding
(2003)
Dendroica
pensylvanica
Chestnut-sided
warbler
Howard
et
al.
(2004)
Dumetella
carolinensis
Gray
catbird
Howard
et
al.
(2004)
Egretta
caerulea
Little
blue
heron
Forrester
and
Spalding
(2003)
Geothlypis
trichas
Common
yellowthroat
Main
et
al.
(1988)
Grus
canadensis
pulla Mississippi
sandhill
crane This
report
Hirundo
rustica
Barn
swallow
McLean
et
al.
(1985)
Hylocichla
mustelina
Wood
thrush
Howard
et
al.
(2004)
Icterus
galbula
Northern
oriole
Howard
et
al.
(2004)
Melospiza
georgiana
Swamp
sparrow
Main
et
al.
(1988)
Melospiza
melodia
Song
sparrow
McLean
et
al.
(1985)
Miniotilta
varia
Black
and
white
warbler
Forrester
and
Spalding
(2003)
Myiarchus
crinituss Great
crested
flycatcher McLean
et
al.
(1985)
Pandion
haliaetus
Osprey
Forrester
and
Spalding
(2003)
Passer
domesticus
House
sparrow
Johnson
(1960)
Picoides
pubescens
Downy
woodpecker
Howard
et
al.
(2004)
Pipilo
erythrophthalmus
Eastern
towhee
Forrester
and
Spalding
(2003)
Piranga
olivacea Scarlet
tanager Howard
et
al.
(2004)
Poecile
atricapillus
Black-capped
chickadee
Main
et
al.
(1988)
Quiscalus
quiscula Common
grackle
Forrester
and
Spalding
(2003)
Seiurus
aurocapillus
Ovenbird
Howard
et
al.
(2004)
Setophaga
ruticilla
American
redstart
Howard
et
al.
(2004)
Spinus
tristis
American
goldfinch
Howard
et
al.
(2004)
Sturnella
magna
Eastern
meadowlark
Forrester
and
Spalding
(2003)
Toxostoma
rufum Brown
thrasher
Howard
et
al.
(2004)
Turdus
migratorius
American
robin
Main
et
al.
(1988)
Vireo
flavifrons
Yellow-throated
vireo
Howard
et
al.
(2004)
Vireo
gilvus
Warbling
vireo
Howard
et
al.
(2004)
Vireo
olivaceus
Red-eyed
vireo
Howard
et
al.
(2004)
Zonotrichia
albicollis
White-throated
sparrow
Howard
et
al.
(2004)
Mammals
Peromyscus
gossypinus
Cotton
mouse
Day
et
al.
(1996)
Sigmodon
hispidus
Cotton
rat
Day
et
al.
(1996)
Equus
ferus
caballus
Horse
Karabatsos
et
al.
(1988)
aScientific
names
in
bold
designate
species
in
which
the
virus
has
been
isolated.
virus
have
been
reported
from
at
least
19
species
of
North
Amer-
ican
wild
birds
(see
Table
1).
While
it
has
usually
been
assumed
that
HJV
is
nonpathogenic
to
wild
birds,
HJV
has
been
suspected
to
be
the
cause
of
death
in
a
die-off
of
Florida
scrub
jays
(Aph-
elocoma
coerulescens)
that
took
place
between
1979
and
1980
at
the
Archbold
Biological
Station,
Highlands
County,
Florida
and
in
the
death
of
house
sparrow
(Passer
domesticus)
nestlings
(Forrester
and
Spalding,
2003).
In
addition,
an
epornitic
of
HJV
occurred
in
upstate
New
York
in
1986
(Howard
et
al.,
2004).
To
our
knowl-
edge,
the
virus
has
not
been
isolated
previously
from
any
species
of
cranes.
In
August
2012,
an
attempt
was
made
to
retrieve
a
tagged
Mississippi
sandhill
crane
(U.S.
Fish
and
Wildlife
Service
band#
788-53521)
due
to
lack
of
movement
activity
of
its
radio
trans-
mitter
two
days
after
the
passage
of
Hurricane
Isaac.
This
bird
(Bird#
721)
was
an
adult
female
from
the
class
of
2007.
The
bird
was
in
poor
condition
and
was
euthanized
on
8/31/2012
in
the
field.
The
carcass
was
submitted
to
the
U.S.
Geological
Sur-
vey
National
Wildlife
Health
Center
(NWHC)
for
pathological
and
microbiological
analyses
for
the
possible
cause
of
death.
A
full
necropsy
was
performed.
The
bird
was
found
to
be
emaciated
and
infected
with
intestinal
trematodes
and
nematodes
but
was
otherwise
unremarkable
with
the
exception
of
a
mild
meningoen-
cephalitis.
Samples
from
the
brain
were
submitted
to
the
NWHC
Diagnostic
Virology
Laboratory
for
virus
culture
and
identification.
A
homogenate
of
the
tissue
was
filtered
through
a
0.22
m
syringe
filter
and
inoculated
onto
Vero
tissue
culture
cells
as
described
(Docherty
et
al.,
2004).
A
virus
was
recovered
as
evidence
by
the
observation
of
cytopathic
effects.
The
virus
had
a
typical
mor-
phology
of
a
togavirus
by
electron
microscopic
examination
and
real
time
RT-PCR
tests
for
West
Nile
virus
and
EEEV
were
negative
(data
not
shown).
Instead
of
continuing
to
pursue
conventional
diagnosis
by
rul-
ing
out
successive
viral
agents
individually,
it
was
decided
to
apply
the
concept
of
complete
sequence
characterization
using
next
generation
sequencing
(NGS)
technology.
Conventional
methods,
including
serological
assays,
polymerase
chain
reaction
(PCR),
or
microarrays
require
some
prior
knowledge
of
the
virus,
or
at
least
virus
family;
however,
NGS
is
capable
of
randomly
sequencing
the
entire
nucleic
acid
content
of
a
sample
without
the
bias
of
sequenc-
ing
technologies
such
as
Sanger,
which
are
dependent
on
selecting
primers
based
on
a
priori
information.
44
H.S.
Ip
et
al.
/
Journal
of
Virological
Methods
206
(2014)
42–45
Fig.
1.
Whole
genome
molecular
phylogenetic
analysis
by
Maximum
Likelihood
method
of
members
of
the
Alphavirus
genus.
The
evolutionary
history
was
inferred
by
using
the
Maximum
Likelihood
method
based
on
the
JTT
matrix-based
model
(Jones
et
al.,
1992).
The
tree
with
the
highest
log
likelihood
(70442.5088)
is
shown.
Initial
tree(s)
for
the
heuristic
search
were
obtained
automatically
by
applying
Neighbor-Joining
and
BioNJ
algorithms
to
a
matrix
of
pairwise
distances
estimated
using
a
JTT
model,
and
then
selecting
the
topology
with
superior
log
likelihood
value.
The
tree
is
drawn
to
scale,
with
branch
lengths
measured
in
the
number
of
substitutions
per
site.
The
analysis
involved
24
amino
acid
sequences.
All
positions
containing
gaps
and
missing
data
were
eliminated.
There
were
a
total
of
1402
pos-
itions
in
the
final
dataset.
Evolutionary
analyses
were
conducted
in
MEGA6
(Tamura
et
al.,
2013).
Total
RNA
was
extracted
from
viral
supernatant
with
a
com-
mercial
RNA
kit
according
to
manufacturer’s
instructions.2The
RNA
was
amplified
using
sequence-independent
single
primer
amplification
(SISPA)
as
previously
described
(Djikeng
et
al.,
2008).
Amplicons
were
sheared
to
400
bp
and
used
as
start-
ing
material
for
Illumina
TRU-seq
DNA
libraries
construction.3
Sequencing
was
performed
on
an
Illumina
MiSeq
using
a
2
×
250
kit
obtaining
3.9
million
paired-end
reads.
Illumina
and
SISPA
adapter
sequences
were
trimmed
from
the
sequencing
reads
using
Cutadapt-1.2.1
(Martin,
2011),
quality
filtering
was
conducted
with
Prinseq-lite
(-min
len
50-derep
14-lc
method
dust-lc
threshold
3-
trim
ns
left
1-trim
ns
right
1-trim
qual
right
15)
(Schmieder
and
Edwards,
2011)
and
reads
were
assembled
into
contigs
using
Ray
Meta
with
kmer
length
=
25
(Boisvert
et
al.,
2012).
Contigs
were
aligned
to
NCBI
sequence
database
using
BLAST.4A
contig
of
11,365
nucleotide
(nt)
was
generated
and
found
to
be
99%
identical
at
the
nucleotide
level
and
to
have
98.6%
coverage
to
a
HJV
previ-
ously
isolated
from
the
brain
of
a
red-tailed
hawk
in
Georgia
(Fig.
1)
(Allison
and
Stallknecht,
2009).
The
missing
regions
included
80
nt
from
the
beginning
of
the
5end
and
81
nt
from
the
3end
of
2Applied
Biosystems
MagMax
Viral
RNA
Extraction
Kit,
Life
Technologies,
Grand
Island,
NY.
3Illumina,
Inc.,
San
Diego,
CA.
4Available
at:
http://www.ncbi.nlm.nih.gov/BLAST/.
the
genomic
RNA,
and
are
typical
of
the
coverage
drop-off
when
amplifying
using
random
PCR.
Adapter
trimmed
reads
were
aligned
back
to
the
assembled
HJV
sequence
using
Bowtie2
(Langmead
and
Salzberg,
2012)
and
custom
scripts
to
generate
a
final
con-
sensus
sequence.
The
isolate
has
been
named
Mississippi
Sandhill
Crane/Mississippi/186745/2012
(HJV)
and
deposited
in
GenBank
as
accession
KJ409555.
When
compared
to
the
closest
HJV
strain,
56
nt
changes
were
found,
45
synonymous
and
11
nonsynonymous
(Supplemental
Table
1).
See
Table
S1
as
supplementary
file.
Supplementary
data
asso-
ciated
with
this
article
can
be
found,
in
the
online
version,
at
http://dx.doi.org/10.1016/j.jviromet.2014.05.018.
We
were
unable
to
determine
if
the
HJV
is
the
formal
cause
of
the
emaciation
and
ultimately
the
death
of
Bird#
127.
While
the
presence
of
encephalitis
and
the
isolation
of
HJV
from
the
brain
are
highly
suggestive,
we
have
not
demonstrated
the
presence
of
the
virus
in
the
brain
lesions
at
the
present
time.
Whether
cranes
in
general,
or
the
Mississippi
sandhill
crane
subspecies
in
particu-
lar,
are
especially
susceptible
to
HJV
should
be
investigated
in
the
future
by
laboratory
challenge
experiments.
This
study
shows
an
example
of
how
NGS
can
be
used
quickly
to
determine
the
identity
of
a
novel
viral
isolate
and
at
the
same
time
to
derive
a
nearly
complete
genome
sequence
of
the
virus.
While
a
truly
universal
NGS
approach
should
also
accommodate
pathogens
with
a
DNA
genome,
the
ability
of
NGS
technology
to
sequence
the
entire
nucleotide
coding
space
of
a
sample
rapidly
and
without
the
need
for
a
priori
sequence
information
will
greatly
assist
in
the
characterization
of
novel
emerging
pathogens
as
well
as
help
to
eliminate
the
costly
and
time-consuming
sequential
one-by-one
tests
to
rule
out
known
viruses
currently
being
performed
in
most
diagnostic
virology
laboratories.
Conflict
of
interests
The
authors
declare
that
they
had
no
conflict
of
interests
with
respect
to
their
authorship
or
the
publication
of
this
manuscript.
Funding
Work
performed
at
the
USGS
National
Wildlife
Health
Cen-
ter
was
supported,
in
part,
by
funding
from
the
Department
of
the
Interior’s
Ecosystems
Program.
Work
performed
in
the
Genomics
Center
at
USAMRIID
was
supported
by
1881290
CB2851
(TMTI0021
09
RD
T)
Genomics
Center-High
Speed
Sequencing
for
Rapid
Response
and
Countermeasure
Development.
Acknowledgments
We
thank
members
of
the
USGS
National
Wildlife
Health
Cen-
ter
for
their
continued
dedication
to
the
service
on
behalf
of
the
nation’s
wildlife.
In
particular,
we
thank
Craig
Radi
and
Kathy
Kurth
at
the
Wisconsin
Veterinary
Diagnostic
Laboratory
for
electron
microscopy
and
EEEV
RT-PCR
analysis.
Any
use
of
trade,
product,
or
firm
names
is
for
descriptive
purposes
only
and
does
not
imply
endorsement
by
the
U.S.
Government.
Opinions,
interpretations,
conclusions,
and
recom-
mendations
are
those
of
the
author(s)
and
are
not
necessarily
endorsed
by
the
U.S.
Army.
References
Allison,
A.B.,
Stallknecht,
D.E.,
2009.
Genomic
sequencing
of
Highlands
J
virus:
a
comparison
to
western
and
eastern
equine
encephalitis
viruses.
Virus
Res.
145,
334–340.
Boisvert,
S.,
Raymond,
F.,
Godzaridis,
E.,
Laviolette,
F.,
Corbeil,
J.,
2012.
Ray
Meta:
scalable
de
novo
metagenome
assembly
and
profiling.
Genome
Biol.
13,
R122.
H.S.
Ip
et
al.
/
Journal
of
Virological
Methods
206
(2014)
42–45
45
Cilnis,
M.J.,
Kang,
W.,
Weaver,
S.C.,
1996.
Genetic
conservation
of
Highlands
J
viruses.
Virology
218,
343–351.
Day,
J.F.,
Stark,
L.M.,
Zhang,
J.T.,
Ramsey,
A.M.,
Scott,
T.W.,
1996.
Antibodies
to
arthropod-borne
encephalitis
viruses
in
small
mammals
from
southern
Florida.
J.
Wildl.
Dis.
32,
431–436.
Djikeng,
A.,
Halpin,
R.,
Kuzmickas,
R.,
Depasse,
J.,
Feldblyum,
J.,
Sengamalay,
N.,
Afonso,
C.,
Zhang,
X.,
Anderson,
N.G.,
Ghedin,
E.,
Spiro,
D.J.,
2008.
Viral
genome
sequencing
by
random
priming
methods.
BMC
Genomics
9,
5.
Docherty,
D.E.,
Long,
R.R.,
Griffin,
K.M.,
Saito,
E.K.,
2004.
Corvidae
feather
pulp
and
West
Nile
virus
detection.
Emerg.
Infect.
Dis.
10,
907–909.
Eleazer,
T.H.,
Hill,
J.E.,
1994.
Highlands
J
virus-associated
mortality
in
chukar
par-
tridges.
J.
Vet.
Diagn.
Invest.
6,
98–99.
Ellis,
D.H.,
Gee,
G.F.,
Hereford,
S.G.,
Olsen,
G.H.,
Chisolm,
T.D.,
Nicolich,
J.M.,
Sulli-
van,
K.A.,
Thomas,
N.J.,
Nagendran,
M.,
Hatfield,
J.S.,
2000.
Post-release
survival
of
hand-reared
and
parent-reared
Mississippi
sandhill
cranes.
Condor
102,
104–112.
Ficken,
M.D.,
Wages,
D.P.,
Guy,
J.S.,
Quinn,
J.A.,
Emory,
W.H.,
1993.
High
mortal-
ity
of
domestic
turkeys
associated
with
Highlands
J
virus
and
eastern
equine
encephalitis
virus
infections.
Avian
Dis.
37,
585–590.
Forrester,
D.J.,
Spalding,
M.,
2003.
Parasites
and
Diseases
of
Wild
Birds
in
Florida.
University
Press
of
Florida,
Gainesville,
FL.
Guy,
J.S.,
Barnes,
H.J.,
Ficken,
M.D.,
Smith,
L.G.,
Emory,
W.H.,
Wages,
D.P.,
1994.
Decreased
egg
production
in
turkeys
experimentally
infected
with
eastern
equine
encephalitis
virus
or
Highlands
J
virus.
Avian
Dis.
38,
563–571.
Howard,
J.J.,
Oliver,
J.,
Grayson,
M.A.,
2004.
Antibody
response
of
wild
birds
to
natural
infection
with
alphaviruses.
J.
Med.
Entomol.
41,
1090–1103.
Johnson,
H.N.,
1960.
Public
health
in
relation
to
birds:
arthropod-borne
viruses.
Trans.
N.
Am.
Wildl.
Nat.
Res.
Conf.
25,
121–133.
Jones,
D.T.,
Taylor,
W.R.,
Thornton,
J.M.,
1992.
The
rapid
generation
of
mutation
data
matrices
from
protein
sequences.
Comput.
Appl.
Biosci.:
CABIOS
8,
275–282.
Karabatsos,
N.,
Lewis,
A.L.,
Calisher,
C.H.,
Hunt,
A.R.,
Roehrig,
J.T.,
1988.
Identification
of
Highlands
J
virus
from
a
Florida
horse.
Am.
J.
Trop.
Med.
Hyg.
39,
603–606.
Langmead,
B.,
Salzberg,
S.L.,
2012.
Fast
gapped-read
alignment
with
Bowtie
2.
Nat.
Methods
9,
357–359.
Main,
A.J.,
Anderson,
K.S.,
Maxfield,
H.K.,
Rosenau,
B.,
Oliver,
C.,
1988.
Duration
of
alphavirus
neutralizing
antibody
in
naturally
infected
birds.
Am.
J.
Trop.
Med.
Hyg.
38,
208–217.
Martin,
M.,
2011.
Cutadapt
removes
adapter
sequences
from
high-throughput
sequencing
reads.
EMBnet
J.
17,
10.
McLean,
R.G.,
Frier,
G.,
Parham,
G.L.,
Francy,
D.B.,
Monath,
T.P.,
Campos,
E.G.,
Therrien,
A.,
Kerschner,
J.,
Calisher,
C.H.,
1985.
Investigations
of
the
vertebrate
hosts
of
eastern
equine
encephalitis
during
an
epizootic
in
Michigan,
1980.
Am.
J.
Trop.
Med.
Hyg.
34,
1190–1202.
Meehan,
P.J.,
Wells,
D.L.,
Paul,
W.,
Buff,
E.,
Lewis,
A.,
Muth,
D.,
Hopkins,
R.,
Karabatsos,
N.,
Tsai,
T.F.,
2000.
Epidemiological
features
of
and
public
health
response
to
a
St.
Louis
encephalitis
epidemic
in
Florida,
1990–1.
Epidemiol.
Infect.
125,
181–188.
Schmieder,
R.,
Edwards,
R.,
2011.
Quality
control
and
preprocessing
of
metagenomic
datasets.
Bioinformatics
27,
863–864.
Scott,
T.W.,
Weaver,
S.C.,
1989.
Eastern
equine
encephalomyelitis
virus:
epidemiol-
ogy
and
evolution
of
mosquito
transmission.
Adv.
Virus
Res.
37,
277–328.
Tamura,
K.,
Stecher,
G.,
Peterson,
D.,
Filipski,
A.,
Kumar,
S.,
2013.
MEGA6:
molecular
evolutionary
genetics
analysis
version
6.0.
Mol.
Biol.
Evol.
30,
2725–2729.
U.S.
Fish
and
Wildlife
Service,
2011.
Mississippi
Sandhill
Crane
National
Wildlife
Refuge,
http://www.fws.gov/mississippisandhillcrane/
(accessed
18.05.14).
Wages,
D.P.,
Ficken,
M.D.,
Guy,
J.S.,
Cummings,
T.S.,
Jennings,
S.R.,
1993.
Egg-production
drop
in
turkeys
associated
with
alphaviruses:
eastern
equine
encephalitis
virus
and
Highlands
J
virus.
Avian
Dis.
37,
1163–1166.
... A substantial body of work exists where whole genome sequencing has been applied to the study of human viral pathogens, such as influenza (Holmes et al. 2005) and HIV (Henn et al. 2012), and in recent years, this approach has also been applied to investigations of viral pathogens in wildlife, including the detection of highlands J virus in a critically endangered species of crane (Ip et al. 2014), the development of a genome database of orbiviruses (Maan et al. 2013) and an investigation into encephalitis cases in captive polar bears (Szentiks et al. 2014). Work is currently underway to determine the phylogeny of the pathogenic fungus Geomyces destructans, the causative agent of white-nose disease in bats (Blehert 2011), with a draft sequence recently published (Chibucos et al. 2013). ...
... Variability in the observed costs of pathogen infection has also been observed amongst individuals of the same species. Heterogeneities in susceptibility to infection among individuals can affect the estimation of the transmission parameter R 0 (the basic reproductive number) (Hudson et al. 2002). In such instances, molecular techniques may allow us to distinguish between differences in pathogenicity which arise from strain variation and those which reflect heterogeneity in host immune responses. ...
... In such instances, molecular techniques may allow us to distinguish between differences in pathogenicity which arise from strain variation and those which reflect heterogeneity in host immune responses. Scaling up these effects can impact on host population dynamics as regulation by a pathogen requires its per capita impact to outweigh the intrinsic population growth rate (Hudson et al. 2002). If the per capita impact on host fitness is widely variable amongst individuals, then inferring population regulation is more complicated. ...
Article
Full-text available
The increasing availability of novel molecular techniques has transformed the study of human health and disease epidemiology. However, uptake of such approaches has been more conservative in the field of wildlife disease epidemiology. We consider the reasons for this and discuss current and potential applications of molecular techniques in a variety of relevant areas within the field of wildlife disease research. These include conducting wildlife disease surveillance, identifying sources of pathogen emergence, uncovering host-pathogen dynamics and managing current outbreaks, including the development and monitoring of wildlife vaccines. We highlight key examples of applications of molecular epidemiological approaches to wildlife disease scenarios and draw parallels from human disease research to suggest potential future directions. The potential value of next generation sequencing technologies to the field of wildlife disease research is discussed, and initial applications are highlighted, balanced against consideration of the challenges involved. Using a wide range of examples drawn from research into human, livestock and wildlife diseases, we demonstrate the value of using molecular epidemiological approaches at all scales of wildlife disease research, from pathogen strains circulating at a global scale to intra-individual host-pathogen dynamics. The potential future contribution of these technologies to the field of wildlife disease epidemiology is substantial. In particular, they are likely to play an increasingly important role in helping us to address a principal challenge in the management of wildlife diseases which is how to tease apart the transmission dynamics of complex multi-host systems in order to develop effective and sustainable interventions.
... For all viral isolates obtained, the virus was identified by specific realtime RT-PCR and next-generation sequencing (NGS). Indeed, NGS has been widely used for virus surveys [29] because both known and unknown viruses can be characterised by this method [30][31][32]. ...
Article
Full-text available
Non-malarial febrile illness outbreaks were documented in 2007 and 2010 in Gabon. After investigation, these outbreaks were attributed to the chikungunya and dengue viruses (CHIKV and DENV). However, for more than half of the samples analyzed, the causative agent was not identified. Given the geographical and ecological position of Gabon, where there is a great animal and microbial diversity, the circulation of other emerging viruses was suspected in these samples lacking aetiology. A total of 436 undiagnosed samples, collected between 2007 and 2013, and originating from 14 urban, suburban, and rural Gabonese locations were selected. These samples were used for viral isolation on newborn mice and VERO cells. In samples with signs of viral replication, cell supernatants and brain suspensions were used to extract nucleic acids and perform real-time RT-PCR targeting specific arboviruses, i.e., CHIKV, DENV, yellow fever, Rift Valley fever, and West Nile and Zika viruses. Virus isolation was conclusive for 43 samples either on newborn mice or by cell culture. Virus identification by RT-PCR led to the identification of CHIKV in 37 isolates. A total of 18 complete genomes and 19 partial sequences containing the E2 and E1 genes of CHIKV were sequenced using next-generation sequencing technology or the Sanger method. Phylogenetic analysis of the complete genomes showed that all the sequences belong to the East Central South Africa lineage. Furthermore, we identified 2 distinct clusters. The first cluster was made up of sequences from the western part of Gabon, whereas the second cluster was made up of sequences from the southern regions, reflecting the way CHIKV spread across the country following its initial introduction in 2007. Similar results were obtained when analyzing the CHIKV genes of the E2 and E1 structural proteins. Moreover, study of the mutations found in the E2 and E1 structural proteins revealed the presence of several mutations that facilitate the adaptation to the Aedes albopictus mosquito, such as E2 I211T and E1 A226V, in all the Gabonese CHIKV strains. Finally, sequencing of 6 additional viral isolates failed to lead to any conclusive identification.
... NGS has been utilized to study commonly circulating respiratory viruses and novel viruses found in vectors, animals, and humans [8][9][10]. In addition, whole genome NGS (WG-NGS) has been utilized to identify viruses in diagnostic clinical virology [11][12][13] and occasionally applied in parallel with standard diagnostic assays [12,14]. ...
Article
Full-text available
Background Emerging and re-emerging respiratory pathogens represent an increasing threat to public health. Etiological determination during outbreaks generally relies on clinical information, occasionally accompanied by traditional laboratory molecular or serological testing. Often, this limited testing leads to inconclusive findings. The Armed Forces Research Institute of Medical Sciences (AFRIMS) collected 12,865 nasopharyngeal specimens from acute influenza-like illness (ILI) patients in five countries in South/South East Asia during 2010-2013. Three hundred and twenty-four samples which were found to be negative for influenza virus after screening with real-time RT-PCR and cell-based culture techniques but demonstrated the potential for viral infection with evident cytopathic effect (CPE) in several cell lines. Objective To assess whether whole genome next-generation sequencing (WG-NGS) together with conventional molecular assays can be used to reveal the etiology of influenza negative, but CPE positive specimens. Study Design The supernatant of these CPE positive cell cultures were grouped in 32 pools containing 2 to 26 supernatants per pool. Three WG-NGS runs were performed on these supernatant pools. Sequence reads were used to identify positive pools containing viral pathogens. Individual samples in the positive pools were confirmed by qRT-PCR, RT-PCR, PCR and Sanger sequencing from the CPE culture and original clinical specimens. Results WG-NGS was an effective ways to expand pathogen identification in surveillance studies. This enabled the identification of a viral agent in 71.3% (231/324) of unidentified surveillance samples, including common respiratory pathogens (100/324; 30.9%): enterovirus (16/100; 16.0%), coxsackievirus (31/100; 31.0%), echovirus (22/100; 22.0%), human rhinovirus (3/100; 3%), enterovirus genus (2/100; 2.0%), influenza A (9/100; 9.0%), influenza B, (5/100; 5.0%), human parainfluenza (4/100; 4.0%), human adenovirus (3/100; 3.0%), human coronavirus (1/100; 1.0%), human metapneumovirus (2/100; 2.0%), and mumps virus (2/100; 2.0%), in addition to the non-respiratory pathogen herpes simplex virus type 1 (HSV-1) (172/324; 53.1%) and HSV-1 co-infection with respiratory viruses (41/324; 12.7%).
... More recently, massively parallel DNA-sequencing platforms, also termed next-generation sequencing technologies, are being used more frequently in diagnostic laboratories for pathogen discovery and diagnostic applications [120,121]. Whole genome sequencing and phylogenetic analysis have been used to detect HJV in the brain of a Mississippi sandhill crane (Grus canadensis) [122]. The feasibility of using pyrosequencing to detect DENV in Aedes aegypti mosquito pools was investigated and the method was found to be sufficiently sensitive to perform arbovirus surveillance [123]. ...
... Innovative techniques for diagnosis as Luminex [124] or new generation sequencing [125] have been described for several alphavirus and can be adapted for diagnosis of MAYV infections. ...
Article
Full-text available
Mayaro virus is a neglected tropical arbovirus that causes a mild, self-limited febrile syndrome, sometimes accompanied by a highly incapacitating arthralgia. First isolated in Trinidad and Tobago in 1954, it was reported in several countries within the tropical regions of South and Central America. Human infections are accidental spillover of the enzootic cycle. Little epidemiological data are available due to inadequate surveillance and the generic nature of clinical manifestations resulting in the misdiagnosis with other viral fevers. Despite its restricted distribution, Mayaro fever may become a public health issue due to their urbanization potential. Accurate epidemiological data are urgently needed to access the real distribution of this virus guiding public health policies better.
... Combining sequence independent amplification with NGS will potentially detect viral and non-viral pathogens within a clinical specimen without actively targeting them, while simultaneously analyzing the genetic sequence. NGS is established in virus discovery, whole genome studies and metagenome studies [2] [3] [4] thus the simultaneous detection of multiple different pathogens with this technique is possible. However the efficacy and feasibility of employing such techniques in a diagnostic setting requires further study. ...
Article
Full-text available
Background: Molecular assays are the gold standard methods used to diagnose viral respiratory pathogens. Pitfalls associated with this technique include limits to the number of targeted pathogens, the requirement for continuous monitoring to ensure sensitivity/specificity is maintained and the need to evolve to include emerging pathogens. Introducing target independent next generation sequencing (NGS) could resolve these issues and revolutionise respiratory viral diagnostics. Objectives: To compare the sensitivity and specificity of target independent NGS against the current standard diagnostic test. Study design: Diagnostic RT-PCR of clinical samples was carried out in parallel with target independent NGS. NGS sequences were analyzed to determine the proportion with viral origin and consensus sequences were used to establish viral genotypes and serotypes where applicable. Results: 89 nasopharyngeal swabs were tested. A viral pathogen was detected in 43% of samples by NGS and 54% by RT-PCR. All NGS viral detections were confirmed by RT-PCR. Conclusions: Target independent NGS can detect viral pathogens in clinical samples. Where viruses were detected by RT-PCR alone the Ct value was higher than those detected by both assays, suggesting an NGS detection cutoff – Ct = 32. The sensitivity and specificity of NGS compared with RT-PCR was 78% and 80% respectively. This is lower than current diagnostic assays but NGS provided full genome sequences in some cases, allowing determination of viral subtype and serotype. Sequencing technology is improving rapidly and it is likely that within a short period of time sequencing depth will increase in-turn improving test sensitivity.
... Combining sequence independent amplification with NGS will potentially detect viral and non-viral pathogens within a clinical specimen without actively targeting them, while simultaneously analyzing the genetic sequence. NGS is established in virus discovery, whole genome studies and metagenome studies [2][3][4] thus the simultaneous detection of multiple different pathogens with this technique is possible. However the efficacy and feasibility of employing such techniques in a diagnostic setting requires further study. ...
Article
Full-text available
Molecular assays are the gold standard methods used to diagnose viral respiratory pathogens. Pitfalls associated with this technique include limits to the number of targeted pathogens, the requirement for continuous monitoring to ensure sensitivity/specificity is maintained and the need to evolve to include emerging pathogens. Introducing target independent next generation sequencing (NGS) could resolve these issues and revolutionise respiratory viral diagnostics. To compare the sensitivity and specificity of target independent NGS against the current standard diagnostic test. Diagnostic RT-PCR of clinical samples was carried out in parallel with target independent NGS. NGS sequences were analyzed to determine the proportion with viral origin and consensus sequences were used to establish viral genotypes and serotypes where applicable. 89 nasopharyngeal swabs were tested. A viral pathogen was detected in 43% of samples by NGS and 54% by RT-PCR. All NGS viral detections were confirmed by RT-PCR. Target independent NGS can detect viral pathogens in clinical samples. Where viruses were detected by RT-PCR alone the Ct value was higher than those detected by both assays, suggesting an NGS detection cut-off - Ct=32. The sensitivity and specificity of NGS compared with RT-PCR was 78% and 80% respectively. This is lower than current diagnostic assays but NGS provided full genome sequences in some cases, allowing determination of viral subtype and serotype. Sequencing technology is improving rapidly and it is likely that within a short period of time sequencing depth will increase in-turn improving test sensitivity. Copyright © 2015 The Authors. Published by Elsevier B.V. All rights reserved.
... First the genomic DNA was fragmented into random fragments (by sonication or enzymatic digestion) and subsequently subcloned into plasmid vectors and bacterial cells. This very labor intensive and time-consuming way of working was performed on various large dsDNA genome viruses like poxviruses [73][74][75][76][77][78][79][80][81][82][83][84] and herpesviruses [85][86][87][88][89][90][91][92]. ...
Article
Hepatitis A virus (HAV) infects humans and nonhuman primates, typically causing an acute self-limited illness. Three HAV genotypes have been described so far for humans, and three genotypes have been described for nonhuman primates. We observed transiently elevated liver enzymes in Mauritius-origin laboratory-housed macaques in Germany and were not able to demonstrate an etiology including HAV by serology and polymerase chain reaction (PCR). HAV is a rare pathogen in cynomolgus macaques, and since all employees were routinely vaccinated against HAV, it was not a part of the routine vaccination and screening program. A deep sequencing approach identified a new HAV genotype (referred to as Simian_HAV_Macaca/Germany/Mue-1/2022) in blood samples from affected animals. This HAV was demonstrated by reverse transcription PCR in blood and liver and by in situ hybridization in liver, gall bladder, and septal ducts. A commercial vaccine was used to protect animals from liver enzyme elevation. The newly identified simian HAV genotype demonstrates 80% nucleotide sequence identity to other simian and human HAV genotypes. There was deeper divergence between Simian_HAV_Macaca/Germany/Mue-1/2022 and other previously described HAVs, including both human and simian viruses. In situ hybridization indicated persistence in the biliary epithelium up to 3 months after liver enzymes were elevated. Vaccination using a commercial vaccine against human HAV prevented reoccurrence of liver enzyme elevations. Because available assays for HAV did not detect this new HAV genotype, knowledge of its existence may ameliorate potential significant epidemiological and research implications in laboratories globally.
Chapter
Geographic distribution of arboviral diseases. The choice of tests to be performed should be relevant to the location of the patient at the time of infection, with consideration for location of residence and travel history. Refer to Tables 1 to 3 for clinical syndromes. Virus abbreviations: BF, Barmah Forest; CCHF, Crimean-Congo hemorrhagic fever; CE, California encephalitis serogroup (in North America: La Crosse, Snowshoe hare, Jamestown Canyon; in Europe: Inkoo, Tahyna; in Middle East and Africa: Tahyna; in Asia: Snowshoe hare); CHIK, Chikungunya; DEN, Dengue; EEE, Eastern equine encephalitis; JE, Japanese encephalitis; KUN, Kunjin; MAY, Mayaro; MVE, Murray Valley encephalitis; ONN, O'Nyong Nyong; POW, Powassan; RR, Ross River; RVF, Rift Valley fever; SIN, Sindbis; SFN, Sandfly fever Naples; SFS, Sandfly fever Sicilian; SFTS, Severe fever with thrombocytopenia syndrome; SLE, St. Louis encephalitis; TBE, Tick-borne encephalitis; TOS, Toscana; VEE, Venezuelan equine encephalitis; WEE, Western equine encephalitis; WN, West Nile; YF, Yellow fever; ZIK, Zika. (Modified from a figure kindly provided by Robert Lanciotti, Center for Disease Control, Fort Collins, CO.)
Article
Full-text available
We announce the release of an advanced version of the Molecular Evolutionary Genetics Analysis (MEGA) software, which currently contains facilities for building sequence alignments, inferring phylogenetic histories, and conducting molecular evolutionary analysis. In version 6.0, MEGA now enables the inference of timetrees, as it implements our RelTime method for estimating divergence times for all branching points in a phylogeny. A new Timetree Wizard in MEGA6 facilitates this timetree inference by providing a graphical user interface (GUI) to specify the phylogeny and calibration constraints step-by-step. This version also contains enhanced algorithms to search for the optimal trees under evolutionary criteria and implements a more advanced memory management that can double the size of sequence data sets to which MEGA can be applied. Both GUI and command-line versions of MEGA6 can be downloaded from www.megasoftware.net free of charge.
Article
Full-text available
Voluminous parallel sequencing datasets, especially metagenomic experiments, require distributed computing for de novo assembly and taxonomic profiling. Ray Meta is a massively distributed metagenome assembler that is coupled with Ray Communities, which profiles microbiomes based on uniquely-colored k-mers. It can accurately assemble and profile a three billion read metagenomic experiment representing 1,000 bacterial genomes of uneven proportions in 15 hours with 1,024 processor cores, using only 1.5 GB per core. The software will facilitate the processing of large and complex datasets, and will help in generating biological insights on specific environments. Ray Meta is open source and available at http://denovoassembler.sf.net.
Article
Full-text available
The Mississippi Sandhill Crane (Grus canadensis pulla) reintroduction program is the largest crane reintroduction effort in the world. Here we report on a 4-year experiment in which we compared post-release survival rates of 56 hand-reared and 76 parent-reared Mississippi Sandhill Cranes. First-year survival was 80%. Surprisingly, hand-reared cranes survived better than parent-reared birds, and the highest survival rates were for hand-reared juveniles released in mixed cohorts with parent-reared birds. Mixing improved survival most for parent-reared birds released with hand-reared birds. These results demonstrate that hand-rearing can produce birds which survive at least as well as parent-reared birds and that improved survival results from mixing hand-reared and parent-reared birds.
Article
Full-text available
As the rate of sequencing increases, greater throughput is demanded from read aligners. The full-text minute index is often used to make alignment very fast and memory-efficient, but the approach is ill-suited to finding longer, gapped alignments. Bowtie 2 combines the strengths of the full-text minute index with the flexibility and speed of hardware-accelerated dynamic programming algorithms to achieve a combination of high speed, sensitivity and accuracy.
Article
Full-text available
Here, we present PRINSEQ for easy and rapid quality control and data preprocessing of genomic and metagenomic datasets. Summary statistics of FASTA (and QUAL) or FASTQ files are generated in tabular and graphical form and sequences can be filtered, reformatted and trimmed by a variety of options to improve downstream analysis. Availability and Implementation: This open-source application was implemented in Perl and can be used as a stand alone version or accessed online through a user-friendly web interface. The source code, user help and additional information are available at http://prinseq.sourceforge.net/. Contact: rschmied@sciences.sdsu.edu; redwards@cs.sdsu.edu
Book
Cannot download entire book here because of copyright restrictions, but here's a review including what is in the book: Review of this book: Drs. Donald J. Forrester and Marilyn G. Spalding have recently completed an excellent new book entitled Parasites and Diseases of Wild Birds in Florida published by the University Press of Florida. It is a truly comprehensive treatise of all known pathologic conditions reported from all species of wild birds present in Florida. The book represents an outstanding resource for anyone interested in the biology of birds in Florida and nearby states and is an exceptional work that will be used for decades. This distinctive reference is the first to present all available information on the various parasites, diseases, and other factors that cause sickness and death in Florida's wild birds, and there is an emphasis on distribution, prevalence, and significance of each. Organized by the host species of bird rather than by disease agent, each chapter is preceded by an introduction discussing the population and survival status of the bird or bird group. Appropriate reviews and bibliographies are noted, along with references to hematology, serum chemistry, nutrition, and physiological topics. Each introduction is followed by sections on the various morbidity and mortality factors, disease agents, and conditions: starvation, human-related trauma, predation, electrocution, brood parasitism, inclement weather, chemical contaminants, neoplasia, anomalies, biotoxins, viruses, bacteria, fungi, protozoans, helminths, and arthropods. The distribution, prevalence, and intensity of each disease are given, followed by the significance of the disease to bird populations as well as to public health. In addition to providing a database needed for the management and conservation of Florida's unique avian community, this book will be an exceptional resource for wildlife biologists and ecologists, veterinary practitioners, animal health researchers, state and federal public health officials, and naturalists who by vocation or avocation are interested in wild birds. Dr. Forrester is Professor of Pathobiology at the University of Florida. He is the author of the companion book Parasites and Diseases of Wild Mammals in Florida, published in 1992, as well as 196 scientific publications, mainly on wildlife diseases. Dr. Spalding is Associate Scientist in pathobiology at the University of Florida. She is the author of 53 scientific publications on animal pathobiology. The clothcover book is 1,024 pages and contains 256 figures, 494 tables, 59 drawings, and complete bibliographies and an index. Cost is $125, and it may be ordered online from University Press of Florida at www.upf.com/Spring2003/Forrester.htm (Prepared by Randy Davidson)
Article
When small RNA is sequenced on current sequencing machines, the resulting reads are usually longer than the RNA and therefore contain parts of the 3' adapter. That adapter must be found and removed error-tolerantly from each read before read mapping. Previous solutions are either hard to use or do not offer required features, in particular support for color space data. As an easy to use alternative, we developed the command-line tool cutadapt, which supports 454, Illumina and SOLiD (color space) data, offers two adapter trimming algorithms, and has other useful features. Cutadapt, including its MIT-licensed source code, is available for download at http://code.google.com/p/cutadapt/
Article
Highlands J virus (HJV) is a member of the genus Alphavirus, family Togaviridae. HJV is the sole representative of the western equine encephalitis (WEE) serocomplex found in the eastern United States, and circulates in nature in an apparently identical transmission cycle as eastern equine encephalitis virus (EEEV). North American representatives of the WEE serocomplex [HJV, WEE virus (WEEV), and Fort Morgan virus (FMV)] are believed to be derived from a recombination event involving EEEV and a Sindbis (SIN)-like virus, such that the nonstructural polyprotein, the capsid, and the terminal end of the 3' UTR are derived from EEEV, while the surface glycoproteins (E1 and E2) and small peptides (E3 and 6K) encoded in the subgenomic RNA are derived from the SIN-like virus. In this report, the complete nucleotide sequence of HJV is described, along with a comparative analysis of the HJV nonstructural polyprotein to WEEV and EEEV.