THE RESPONSE OF SYMBIOTIC ZOOXANTHELLAE (
SYMBIODINIUM
SPP.)
DIVERSITY AND GENE EXPRESSION TO STRESS IN GEOGRAPHICALLY
DISTINCT REEFS
By
Briana Patricia Hauff Salas
A DISSERTATION
Submitted to
Michigan State University
i
n
partial fulfillment of the requirements
f
or the degree of
Zoology
-
Doctor of Philosop
h
y
Ecology, Evolutionary Biology and Behavior
-
Dual Major
2015
ABSTRACT
THE RESPONSE OF SYMBIOTIC ZOOXANTHELLAE (
SYMBIODINIUM
SPP.)
DIVERSITY AND GENE EXPRESSION TO STRESS IN GEOGRAPHICALLY
DISTINCT REEFS
By
Briana Patricia Hauff Salas
The persistence of coral reefs in the Florida Keys reef tract is of concern as coral
bleaching, due to increased ocean temperatures, and human
-
linked disease outbreaks
have led to
a reduction in
coral
cover
of
40% since
E
vidence suggests a
vari
ation in stress susceptibility of conspecific coral from inshore and offshore reefs in
the Florida Keys. However, the mechanism behind the disparity in stress susceptibility is
Symbiod
inium
spp.; referred to as zooxanthellae) has been proposed as a mechanism to withstand stress.
As such, I investigated zooxanthellae composition of
Porites astreoides
and
Montastraea
cavernosa
from an inshore and offshore reef in the Lower Florida Keys to
determine
links to stress susceptibility. Additionally, I investigated variation in the expression of
metabolically related genes in zooxanthellae of
P. astreoides
reciprocally transplanted
between reefs, as well as exposed to elevated temperatures and di
sease.
Chapter one examines changes in the dominant zooxanthellae subclade type in
P.
astreoides
and
M. cavernosa
throughout a two
-
year reciprocal transplant study. The goal
of this study was to determine if zooxanthellae subclade typ
e could explain higher rates
of bleaching in offshore reef coral, as well as assessing the possibility of acclimatization
to different environments. Increased complexity and diversity was seen in the
composition of zooxanthellae subclade types from coral c
ollected at offshore reefs,
compared to inshore reefs. As a result, offshore reef zooxanthellae displayed less stability,
possibly explaining higher bleaching susceptibility. Additionally, zooxanthellae composition
patterns were retained throughout the re
ciprocal transplant, demonstrating a lack of
acclimatization.
Chapter two examined site
-
specific variation in the expression of metabolically related
genes in zooxanthellae from
P. astreoides
following the reciprocal transplant. Symbionts from
offshore c
orals experienced significantly increased expression in
PCNA
,
SCP2
,
G3PDH
,
PCP
and
psaE
(p<0.05) compared to inshore symbionts, a pattern consistent with increased bleaching
susceptibility. Significant differences in gene expression between zooxanthellae
from inshore
and offshore reef indicate functional variability and are likely a result of localized adaptation.
Similar to results in chapter one, gene expression patterns from site of origin were retained
throughout the reciprocal transplant, suggesting
no acclimatization.
Chapter three investigated variation in the response of the same zooxanthellae genes
when
P. astreoides
was exposed to extreme temperatures and disease. Here disease was
mimicked
by the application of
lipopolysaccharide from
Serratia
marcescens
, the causative
agent of acroporid serratosis. Gene expression did not differ in zooxanthellae from inshore and
offshore reefs, nor as a consequence of extreme temperature or disease. Several factors may
explain the lack of variation including zo
oxanthellae response to acute versus moderate stress,
host protection and targeting of symbionts by
S.
marcescens
.
These
results suggest that
symbionts of
P. astreoides
may be locally adapted to chronic moderate stress, but respond
simila
r
ly to acute extre
me conditions.
iv
ACKNOWLEDGEMENTS
Although m
y name alone
appears on this dissertation as author, this work would not have
been possible without the work of many. In particular, I wish to extend my thanks to the
following people:
My co
-
chairs Kevin
Strychar and
Peggy
Ostrom for taking me through this proces
s with
your guidance and wisdom
and always believing in my success.
s advisor, current collaborator
and above all, friend, James Cervino. Without
any doubt, had our paths not crossed at S
t. Francis Prep, this dissertation would never have
happened. Your passion for marine science and making the world a better place has inspired
many, including myself.
Josh
ua Haslun, your friendship and passion for science no doubt brought me through
many
parts of the last five years. How else would I have been able to collect any coral if not for
My fellow graduate students Karen Drumhiller, Rachel Williams, Knute Gundersen,
Kateri Salk, Sam Rossman and Kaycee Mora who showed m
e the importance of
taking off my
headphones
in lab
,
and
having fun.
Finally
, I would like to thank the countless others who have given their time, knowledge
and advice that led to making this work possible: Nathaniel Ostrom, Bopi Biddanda, Brian
Mauer,
Jeff Landgraf, Diana Bello
-
DeOcampo, Ari Grode,
Erich Bartels and the entire staff at
Mote Marin
e Tropical Research Laboratory
, Coastal Preservation Network for research funding
support and the College of Natural Science at Michigan State University for te
aching assistant
funding and support
.
v
On a personal note:
My mom and dad, Christine and John Hauff, for always believing in my
wild aspirations
.
My best friend and sister
Lexie
Mannix whose love, support and friendship is
unparalleled.
My friend and person
al editor
Sam
Kerath, who
has
taught me the art of prose since high
school.
And
Dan
, whose unrelenting lov
e, support and belief in my ability
was at many times the
only thing moving me forward.
vi
A n
ote on
authorship:
I have had the pleasure of collaborating with a multitude of bril
liant scientists to publish the
work
you are about to read
. The first chapter of my dissertation will be published in The
International Journal of Biology in January 2016, with c
oauthors: Joshua Haslun, Kevin
Strychar, Peggy Ostr
om and James Cervino. Chapters two and three
will be submitted for
publication with the same coauthors.
vii
TABLE OF CONTENTS
LIST OF TABLES
ix
LIST
OF FIGURES
..
x
CHAPTER 1
SYMBIONT DIVERSITY OF ZOOXANTHELLAE (
SYMBIODINIUM
SPP.) IN
PORITES
ASTREOIDES
AND
MONTASTRAEA CAVERNOSA
FROM A RECIPROCAL TRANSPLANT
IN THE LOWER FLORIDA KEYS
...
ABSTRACT
INTRODUCTION
.
METHODS
.
..4
Study Sites
4
Coral Fragment
Collection
4
Reciprocal
Transplant
.
.
5
Sample Collection for DNA Analysis
.
.
............
..
7
DNA Extraction and Sequencing
..
8
Data Analysis
...9
RESULTS
...10
Porites
astreoides collected from Birthday Reef (PBB and PBA
)
10
Porites astreoides
collected from Acer24 Reef (PAA and P
A
B
)
16
Montastraea cavernosa collected from Birthday Reef (MBB and MBA)
.
.17
Montastraea cavernosa collecte
d from Acer24
Reef (MAA and MAB)
.
22
DISCUSSION
Porites astreoides
23
Montastraea cavernosa
2
5
LITERATURE CITED
CHAPTER 2
SITE
-
SPECIFIC VARIATION IN
GENE EXPRESSION FROM
SYMBIODINIUM
SPP.
ASSOCIATED WITH OFFSHORE AND INSHORE
PORITES ASTREOIDES
IN THE LOWER
FLORIDA KEYS
35
ABSTRACT
..
35
INTRODUCTION
.
METHODS
.
RNA extraction and cDNA preparation
qRT
-
PCR
Data analysis
.
RESULTS
42
DISCUSSION
47
LITERATURE CITED
54
CHAPTER 3
viii
FUNTIONALLY VARIABLE
SYMBIODINIUM
SPP. DISPLAY SIMILAR REPSONSES TO
BLEACHING AND DISEASE STRESS IN THE LOWER FLORIDA
KEYS
59
ABSTRACT
59
INTRODUCTION
.
METHODS
.
Coral collection and preparation
.
Temperature and bacteria experiments
.
62
RNA extraction,
qRT
-
PCR and data analysis
64
RESULTS
.
65
DISCUSSION
.
68
LITERATURE CITED
.
74
ix
LIST OF TABLES
Table 1. Genes used in this study,
abbreviations
, function, primer sequences, melting
temperatures and amplicon length for primers used for qRT
-
.40
Table 2.
Output
for two
-
as
fixed
factors under the MCMC.qpr package for zooxanthellae gene expression from
sub
samples
collected at Birthday reef and Acer24 reef.
Post means are reported as well as lower and upper
credible intervals, effective sample size and p
-
values.
presents non
-
transplanted
sub
-
represents transplanted sub
-
samples that were collected
at Acer24 reef and transplanted
represents non
-
transplanted sub
-
sample
s that
originated at Birthday reef, wh
ereas
transplanted sub
-
samples
that were collected at Birthday reef and
transp
lanted to Acer24 reef. Baseline
comparison, or reference factor, included non
-
transplanted
sub
-
samples
from Acer24
reef
(i.e. AcerAcer) at the winter sampling time. Asterisk denotes a p
-
value <0.05
43
Table 3.
Output for two
-
MCMC.qpr package for zooxanthellae
gene expression from sub
-
samples collected at Birthday
reef and Acer24 reef.
Post means are reported as well as lower and upper credible intervals,
effec
tive sample size and p
-
values.
-
transplanted sub
-
samples that
originated at A
-
samples that were
-
transplanted sub
-
represents
transplanted sub
-
samples that were collected at Birthday reef and transplanted to Acer24 reef.
Baseline comparison, or reference factor, included non
-
transplanted sub
-
samples from Birthday
reef (i.e. BirthdayBirthday) at the winter sampling tim
e. Asterisk denotes a p
-
value
<0.05
.
.
4
6
Table 4. Two
-
way model for an experiment testing the effects of reef, heat and heat+LPS on the
gene expression of
Cox
,
G3PDH
,
PCP
,
psaE
,
SCP2
and
PCNA
under the MCMC.qpr
package.
Post means are reported as well as lower and upper credible intervals, effective sample size and
p
-
PCNA
as a housekeeping gene and run with 25,000
iterations, with the first 4,000 discarded as burn
-
in. Cora
l colony individual was used as a
random factor. Reef fragments were from Acer24 or Birthday reef and exposed to 28°C. Heat
treatments were fragments from both reefs exposed to 32°C, and heat+LPS treatments were
fragments from both reefs exposed to 32°C+LP
S from
Serratia marcescens
. Asterisk denotes a
p
-
value <0.05
.66
x
LIST OF FIGURES
Figure 1.
Experimental Design
.
Graphical representation of
my
reciprocal transplant design for a
single coral species at one experimental level. A fragment of one species was collected at each of
the two sites. Solid rectangles represent coral from Acer24 Reef and hollow rectangles represent
coral from Birthday Reef
. Those fragments were sectioned into two fragments. Each fragment
was then placed back out on to a reef with one fragment half remaining at the site of origin while
the other fragment half was transplanted to
the companion site.
The fragments colored in r
ed
were placed on to Acer24 Reef while the fragments colored in blue
were placed at Birthday
Reef.
Dashed arrows represent transplanted fragments. For the experiment, the above was
repeated ten times for each coral species resulting in n=80 fragments
..6
Figure 2
.
Symbiodinium
subclade type frequencies for
Porites astreoides
samples. Graphs are
labeled with acronyms describing the (1) coral species, (2) field site of original collection (i.e.
Acer24 or Birthday Reefs) and (3) site of transplan
t (i.e. Acer24 or Birthday Reefs). For
example, PBA are samples from
Porites astreoides
fragments collected at Birthday Reef and
transplanted to Acer24 Reef. Graphs in the left
-
hand column represent non
-
transplanted coral
while graphs on the right repres
ent transplanted coral. Although each condition began at n=10,
note variation in grou
p sizes due to sequencing error
.
.
12
Figure 3
.
Porites astreoides
zooxanthellae transitions. Transitions in zooxanthellae subclade
type
occurring within the same coral fragment between sampling times for all fragments of
Porites
astreoides
zooxanthellae.
Pie
charts represent the relative frequencies of individual transitions of
clade subtypes through each field season. Graphs are la
beled with acronyms describing the (1)
coral species, (2) field site of original collection (i.e. Acer24 or Birthday Reefs) and (3) site of
transplant (i.e. Acer24 or Birthday Reefs). For example, PBA represents samples from
P.
astreoides
fragments
collect
ed at Birthday Reef and transplanted to Acer24 Reef. Color scales
are determined by the outcome of the transition. For example, slices represented in shades of red
describe transitions that resulted in A4 zooxanthellae, transitions to A4.1 in blue, A4.2 in
green
and A4.3 in orange. Transitions that stayed the same are represented by a gray scale and outlined
Summer. Years correspond to 2012 or 2013
.
.14
Figure 4.
Symbiodinium
subclade frequencies for
Montastraea cavernosa
samples.
Graphs are
labeled with acronyms describing the (1) coral species, (2) field site of original collection (i.e.
Acer24 or Birthday Reefs) and (3) site of transplant (i.e. Acer24 or Birthday Reefs). For
example, MBA represents samples from
Montastraea caver
nosa
fragments
collected at Birthday
Reef and transplanted to Acer24 Reef. Graphs in the left
-
hand column represent non
-
transplanted
coral while graphs on the right represent transplanted coral. Although each condition began at
n=10, note variation i
n grou
p sizes due to sequencing
error.
18
Figure
5
.
Montastraea cavernosa
zooxanthellae t
ransitions. Transitions in zooxanthellae
subclade type occurring within the same coral fragment between sampling times for all
fragments of
Montastraea
cavernosa
zooxanthellae. Pie charts represent the relative frequencies
xi
of individual transitions of clade subtypes through each field season. Graphs are labeled with
acronyms describing the (1) coral species, (2) field site of original collection (i.e. Ace
r24 or
Birthday reefs) and (3) site of transplant (i.e. Acer24 or Birthday reefs). For example, MBA
represents samples from
M. cavernosa
fragments
collected at Birthday reef and transplanted to
Acer24 reef. Color scales are determined by the outcome of th
e transition
.
. For example, slices
represented in shades of red describe transitions that resulted in subtypes belonging to clade A
zooxanthellae, transitions to C in blue, D in green. Transitions that stayed the same are
represented
by
gray
.
All transiti
ons resulting in the same subtype are represented by the same
color, regardless of the original zooxanthellae subtype. Field seasons are abbreviated above each
ears correspond to 2012 or
21
Figure 6.
Temperatures at Birthday and Acer24 reefs. Temperature data for inshore (Birthday)
placed on each reef site.
.28
Figure 7
. By
-
gene plot of transcript abundance for zooxanthellae genes obtained from sub
-
samples of
Porites
astreoides taken from Birthday reef and Acer24 reef during winter and
-
transplanted sub
-
sa
mples that originated at
-
samples that were collected at
-
transplanted
sub
-
samples that originated at Birthday re
sub
-
samples that were collected at Birthday reef and transplanted to Acer24 reef. Sub
-
samples
collected in summer months are represented in orange, while sub
-
samples collected in winter
months are represen
ted in blue. Whiskers denote 95% credible intervals
..
44
Figure 8.
By
-
gene plot of normalized log
2
-
transformed expression values (±SEM) of
experimental genes from all samples.
Orange
lines represent fragments exposed to control
treatments (28°C
),
green
lines represent fragments exposed to heat treatments (32°C) and
blue
lines represent fragments exposed to heat+LPS treatments (32°C+LPS from
Serratia marcescens
). Whiskers denote 95% credible intervals
.
.67
1
CHAPTER 1
SYMBIONT DIVERSITY OF ZOOXANTHELLAE (
SYMBIODINIUM
SPP.) IN
PORITES
ASTREOIDES
AND
MONTASTRAEA CAVERNOSA
FROM A RECIPROCAL TRANSPLANT
IN THE LOWER FLORIDA KEYS
ABSTRACT
In recent years coral reefs worldwide have suffered high
mortality rates due to coral
bleaching, a phenomenon contributing to a 40% decrease in coral cover in the Florida Keys since
the 1997/98 El Niño event. In the Florida Keys, coral from inshore reefs are known to be more
thermotolerant than their conspecifi
cs from offshore reefs, but the mechanism behind this
difference is unclear. In this study we conducted a two
-
year, reciprocal transplant of
Porites
astreoides
and
Montastraea cavernosa
from an inshore and offshore reef in the lower Florida
Keys to determi
ne if changes in the dominant symbiotic algae (
Symbiodinium
spp.) could explain
variation in holobiont tolerance as well as to assess the possibility of acclimatization to a
changing stress regime. Increased complexity and diversity was demonstrated in th
e
composition of
Symbiodinium
spp. from both coral species collected at the offshore reef when
compared to conspecifics collected inshore. As a result of this complexity, the offshore reef
samples displayed higher numbers of transitions of zooxanthellae su
bclade types between
seasons, while inshore fragments demonstrated more stability and
this observation
may explain
previously measured thermotolerance. Additionally, the known thermotolerant subclade type D1
was associated with one
M. cavernosa
fragment fr
om the inshore reef. When fragments were
transplanted, compositional patterns of
Symbiodinium
spp. were retained from site of collection,
indicating a lack of acclimatization to a new environment over the lengthy two
-
year experiment.
These results demonstr
ate variability in the dominant
Symbiodinium
spp. of
P. astreoides
and
M.
cavernosa
conspecifics from inshore and offshore reefs in the lower Florida Keys and point to
2
possible patterns in holobiont thermotolerance.
Dominant symbiont
variability may
contri
bute
to
the continued persistence of these species in the face of climate change, but future studies are
needed to determine the mechanisms and range in which these subclade types are able to
withstand thermal stress.
INTRODUCTION
(Glynn
et al.
, 2001; Gardner
et al.
, 2003)
due to bleaching, disease and poor water quality
(Dustan, 1977; In
et al.
, 2007)
. Coral bleaching is the result of the expulsion of symbiotic,
single
-
celled dinoflagellate algae known as zooxanthellae (
Symbiodinium
spp.)
from the tissues
of coral animals
, and may be caused by many stressors including, but not limited to,
elevated
sea
surface temperatures and increased irradiance
(Fitt
et al.
, 2001; Lesser & Farrell, 2004)
.
Bleaching can be fatal depending on the intensity and duration of a bleaching event
(Brown,
1997)
, as many coral derive up to 95% of their daily metabolic needs from the byproducts of
zooxanthellae
(Muscatine, 1990)
. However, through genetic variability of their in
-
hospite
zooxanthellae
, coral
-
algal assemblages vary in their ability to tolerate bleaching conditions
(Sampayo
et al.
, 2008)
.
Defining how specific reef systems and their resident symbionts respond
to increases in bleach
ing
inducing stressors is important for delineating coral survivability and
determining appropriate target populations for conservation efforts.
Symbiodinium
spp
. are classified into clades A
-
I
and
are
further divided into sub
-
clade
types, with hermatypic coral known to form symbioses with members of clades A
-
D
(Baker,
2003)
. In response to stress, coral may shuffle or increase the abundance of a more tolerant type
(Baker, 2001; Rowan, 2004)
. The ability to increase the relative frequency of stress tolerant
3
symbiont subclade types may enhance the survival of corals experiencing long or short
-
term
deterioration of en
vironmental quality such as sea surface temperatures
above mean averages
or
irradiance.
Previous investigations demonstrated that stress tolerance varies between clades and even
subclades
(Rowan & Knowlton, 1995; Fitt
et al.
, 2001; Berkelmans & van Oppen, 2006; Hauff
et al.
, 2014)
, the latter demonstrated by Sampayo et al.
(
2008)
. They showed that while variation
in susceptibility to bleaching was attributed to specific thermotolerant subclade types in
Stylophora pistillata
, zooxanthellae tolerance was
also assemblage specific. Thus, to relate
survival to the composition of symbionts, we need to learn more about how stress tolerance is
related to subclade type and assemblage specificity.
Inshore and offshore reefs of the Florida Keys display distinct env
ironmental parameters,
which may result in locally adapted coral populations
(Kenkel
et al.
, 2013)
. There is significant
population genetic subdivision between host coral populations originating from offshore and
insho
re reefs, with inshore coral demonstrating higher thermotolerance
(Kenkel
et al.
, 2013)
.
Additionally, recent work documented changes in holobiont health and photosynthetic efficiency
of zooxanthellae in response to re
ciprocal transplants between ins
hore and offshore reefs (Haslun
et al.
In Review
). These studies, however, did not describe how zooxanthellae subclade type
diversity between inshore and offshore coral responded to stress.
To expand
my
knowledge of how
subclades vary among coral host conspecifics and how
these a
ssemblages respond to stress, I
investigated patterns in the dominant populations of
zooxanthellae from an inshore and offshore reef in the Low
er Florida Keys. In addition, I
investigated changes
in the dominant populations of zooxanthellae from these coral in response
to a two
-
year reciprocal transplant to assess the capacity of symbiont shuffling, and therefore
4
acclimatization, to an altered stress regime.
Porites astreoides
and
Montastraea caver
nosa
were
used as they commonly occur in
both inshore and offshore
patch reefs of the Florida Keys and
are likely targets of conservation and repopulation efforts. These species also possess distinct life
strategies and modes of symbiont acquisition and th
erefore, are likely to alter their zooxanthellae
subclade types differently in response to stress. Fragments were sampled biannually and the
predominant zooxanthellae were identified down to the subclade type by direct sequencing of the
ITS2 region
(LaJeunesse
et al.
, 2003; Thornhill
et al.
, 2009
;
T. LaJeunesse pers. comm.).
METHODS
Study
sites
Two reefs off the coast of Summerland Key, Florida near Mote Marine Tropical
Laboratory (MMTL) were used for collection of coral samples for genetic analyses and
reciprocal transplant experiments. Bir
thday reef (inshore, 24.57917N,
81.49693W) and Ac
er24
reef (offshore, 24.55268N,
81.43741W) are patch reefs separated by Hawk Channel. These two
reefs experience notably distinct temperature and turbidity regimes, with Birthday reef
experiencing higher turbidity and higher annual average temperatures (~1
°C) than Acer24 reef
(Erich Bartels, pers.com.), but are otherwise similar (i.e. depth,
coral and fish
spec
ies diversity
).
Coral fragment collection
In September 2011, fragments of
Montastraea cavernosa
and
Porites astreoides
were
collected from Acer 24
and Birthday reef. At each site, ten 16x16 cm coral fragments of
P.
astreoides
, and ten fragments of
M. cavernosa
,
were obtained (Permit # FKNMS
-
2011
-
107,
n=40) using a hammer and chisel and stored in coolers with site
-
derived seawater during
5
transport to
MMTL where they were sectioned into two pieces (16x8 cm) using a table saw. The
fragments were allowed to recover for 24 hours in a flow through water table shaded from direct
sunlight. Following this recovery period, fragments were attached to labeled co
ncrete pucks (1
part concrete: 3 parts sand) using a two
-
part epoxy (All Fix Epoxy®, AFP; Philadelphia, PA
USA) and allowed to recover for an additional 72 hours under the same conditions described
above. These fragments were then used for the reciprocal t
ransplant experiment.
Reciprocal Transplant
A reciprocal transplant experiment was designed such that half of the original sample
fragment was placed back at the site of origin and the other replicate fragment was placed at the
transplant site (i.e. the o
ther reef site, Figure 1).
6
Figure 1.
Experimental Design
.
Graphical representation of
my
reciprocal transplant design for a
single coral species at one experimental level.
A fragment of one species was collected at each of
the two sites. Solid rectangles represent coral from Acer24 Reef and hollow rectangles represent
coral from Birthday Reef. Those fragments were sectioned into two fragments. Each fragment
was then placed
back out on to a reef with one fragment half remaining at the site of origin while
the other fragment half was transplanted to
the companion site.
The fragments colored in red
were placed on to Acer24 Reef while the fragments colored in blue
were placed at
Birthday
7
Reef.
Dashed arrows represent transplanted fragments. For the experiment, the
above was repeated ten times for each coral species resulting in n=80 fragments
.
Transplants
were established at each reef using six concrete cinder
blocks placed on
a
level benthic substrate in the shape of a hexagon. Each cinder block was attached to the substrate
using AFP. A total of 40 coral were placed at each site, ten fragments of
P. astreoides
from
Acer24 reef and ten fragments of
P. astreoi
des
from Birthday reef, as well as ten fragments of
M.
cavernosa
from Acer24 reef and ten fragments of
M. cavernosa
from Birthday reef. This design
yielded a total of 80 coral fragments.
Fragment halves were arranged on cinder blocks as follows. Due to un
equal division of
samples to cinder blocks, six or seven coral replicate fragment halves were attached to each
cinder block using AFP. Individual cinder blocks contained one species of coral (i.e. either
P.
astreoides
or
M. cavernosa
), with neighboring blo
cks containing the other species. Within each
cinder block, replicate fragment halves were placed randomly.
This experimental design was
conducted to assure that a
ll cinder blocks received equal exposure to
homogenous
environmental
conditions. Temperature
Sample Collection for DNA Analysis
After transplant, coral fragments remained at their placement site for two years (i.e.
August 2011 through August 2013).
Sampling for DNA analysis was
conducted biannually
(February and August, 2012
-
2013, n=4) to reflect both conditions in which temperature stress is
high (summer/August) and low (winter/February). These events will be referenced as sampling
times throughout the manuscript. Sampling was
achieved by chipping off a 1x1 cm piece of coral
from fragments using a hammer and chisel.
Porites astreoides
pieces were stored in 70% ethanol
(EtOH), while
Montastraea
cavernosa pieces were flash
-
frozen in liquid nitrogen and stored at
-
8
80°C (n=80/field
season) within 15 minutes of initial collection.
The distinction
in storage
technique resulted from
an
inability to extract viable DNA from
M. cavernosa
fragments stored
in EtOH.
DNA Extraction and Sequencing
Tissues of
P. astreoides
were collected from coral fragments stored in 70% EtOH. Tissue
was removed from the skeleton using a razorblade in 10 mL of zooxanthellae isolation buffer
(ZIB,
Rowan & Powers, 1991)
. The homogenate was poured into centrifuge
tubes and pelleted
(500 x g for 10 minutes), and the supernatant decanted, washed in 5 mL of ZIB, and pelleted
(500 x g for 10 minutes) a second time. Upon collection of the tissue pellet, DNA was extracted
using a plant DNA extraction kit (MoBio Laborato
ries) according to manufacturers instructions.
Samples of
M. cavernosa,
stored at
-
80°C were macerated into a fine powder using a
mortar and pestle pre
-
chilled in liquid nitrogen. DNA was extracted (Extract
-
n
-
amp, Sigma
Aldrich) from 0.05 g of powder fol
For polymerase chain reactions (PCR) of the internal transcriber 2 region (ITS2), 1 µL of DNA
was added to 10uL of GoTaq (Promega), 7 µL of nuclease free H
2
O and 1 µL each of primers
ITSintfor2 (GAATTGCAGAACTCCGTG)
and ITS2
-
reverse
(GGGATCCATATGCTTAAGTTCAGCGGGT)
(Lajeunesse & Trench, 2000)
using a
touchdown PCR method outlined in LaJeunesse et al.
(2003)
. Amplification was verified using 5
µL of PCR product examined on a 2% agarose gel (60 minutes and 110 volts). PCR products
were purified (GeneElute PCR purification kit, Sigma Aldrich) and quantified.
Po
rites astreoides
and
Montastraea cavernosa
samples were subsequently sequenced using a capillary ABI 3130xl
platform at the DNA sequencing facilities located at the Annis Water Resources Institute, Grand
9
Valley State University and at the Research Technolo
gy Support Facility (RTSF) at Michigan
State University, respectively. Both sequencing reactions used the forward or reverse ITS2
primers listed above.
Data Analysis
Chromatograms were visually inspected and aligned using BioEdit
(v7.2.5; Hall, 1999).
All statistical analyses were conducted in R (Version 3.1.3; R Core Team, 2015). Sequences
from each coral species were divided into four groups based upon fragment origin and
transplantation (see Figure 2). For example, sequences o
f samples taken from
Porites astreoides
fragments were categorized into two main categories, from Acer 24 reef or Birthday reef, with
their site of relocation determining their further classification (i.e. four groups). Sequences
of
P. astreoides
fragments originating from Acer 24 reef that were
P. astreoides
fragments originating from Acer 24 reef that were placed back on Birthday reef. An analogous
sample ide
ntification scheme was used for sequences obtained from
Montastraea cavernosa
samples.
A multinomial model was used to analyze differences in population frequencies of clade
subtypes within and between sampling periods. Overall, four models were run, one
for each
coral species and one for each collection site. For example, one model was run comparing
P.
astreoides
native to Acer24 reef with coral native to Acer24 but transplanted to Birthday reef.
Within each model
,
frequency of zooxanthellae subclade t
ypes were used as a response
variable, with sampling season and treatment (i.e. transplant
vs
. non
-
transplant) as predictors.
Model outputs, termed coefficients, represent probabilities of individual response variables.
10
Residual deviances of models with an
d without the interaction term (sampling time:treatment)
were compared to determine any significance of interaction, while AIC values of full models and
individual response variables were compared to chose best fit models for further analysis. In
order to
perform t
-
tests on individual subclade type abundance comparisons, fitted values and
standard errors were calculated from coefficients.
RESULTS
A total of 139 zooxanthellae sequences were obtained from samples of
Porites astreoides
fragments and 111 zo
oxanthellae sequences obtained from samples of
Montastraea cavernosa
fragments. To identify these samples,
Symbiodinium
sp
p
. sequences or subclade types were
categorized into codes describing the (1) species (P or M for
P. astreoides
or
M. cavernosa
,
resp
ectively), (2) collection site (A or B for Acer24 reef or Birthday reef, respectively) and (3)
transplant site (A or B for Acer24 reef or Birthday reef, respectively). For example, sequences
or subclade types obtained from fragments collected and replaced
at Birthday reef will be
Porites astreoides collected from Birthday Reef (PBB and PBA)
A total of three subclade types were recovered
from transplant and non
-
transplant
Porites
astreoides
originating from Birthday reef. These types included members of subclades A4.1,
A4.2 and A4.3. Subclade type A4.1 was the predominant type between PBB and PBA samples
(Figure 2A). Subclade type A4.2 wa
s absent in PBB samples in Summer 2012 as well as PBA
samples in Winter 2012 and Winter 2013. Subtype A4.3 was absent only in PBA samples from
11
Summer 2012, but reemerged in the follow two field seasons.
In a multinomial model, the interaction
term between experimental treatment and field
season was not significant (p>0.25). Based upon AIC values of the full model (zooxanthellae
subclade types explained by both experimental treatment and sampling time) and those of the
individual independent var
iables, the model containing experimental treatment only (transplant
vs
. non
-
transplant) fit the data best and was used for further analysis. T
-
tests of individual
subclade types between experimental treatments (i.e. subclade type A4.1 in PBB
vs
. PBA
sampl
es) were insignificant (p>0.05). In PBB samples, the probability of subclade type A4.1
was significantly higher than A4.2 (p=0.000001) and A4.3 (p=0.0005). Additionally, the
probability of subclade type A4.3 was significantly higher than A4.2 in PBB sampl
es (p=0.01).
In PBA samples, the probability of subclade type A4.1 was significantly higher than A4.2
(p=0.001)
and A4.3 (p=0.008) (Figure 2A).
12
Figure 2
.
Symbiodinium
subclade type frequencies for
Porites astreoides
samples.
Graphs are labeled with acronyms describing the
13
(1) coral species, (2) field site of original collection (i.e. Acer24 or Birthday
Reefs) and (3) site of transplant (i.e. Acer24 or Birthday Reefs). For example, PBA ar
e samples
from
Porites astreoides
fragments collected at Birthday Reef and transplanted to Acer24 Reef.
Graphs in the left
-
hand column represent non
-
transplanted coral while graphs on the right
represent transplanted coral. Although each condition began
at n=10, note variation in group
sizes due to sequencing error.
Figure 3 outlines the specific changes in zooxanthellae subclade type observed within
individual sample fragments between sampling times (i.e. subclade type change from Summer
20
12 to Winter 2012), here referred to as transitions. Greater than 50% of subclade types present
in PBB and PBA samples did not change throughout the field seasons (Figure 3A). Additionally,
with the exception of PBA in Winter 2013 to Summer 2013, more tha
n 50% of the samples were
of subclade type A4.1. Not all A4.1 samples transitioned, however. Many A4.1 samples from
PBA transitioned to A4.3, specifically in the Summer 2012 to Winter 2013 transition. There
were also high transitions to A4.2 in the 2013
W
inter to Summer field season.
14
Figure 3
.
Porites astreoides
zooxanthellae transitions. Transitions in zooxanthellae subclade type occurring within the same coral
15
Figure
Porites astreoides
zooxanthellae. Pie charts represent the
16
relative frequencies of individual transitions of clade subtypes through each
field season. Graphs are labeled with acronyms describing the (1) coral species, (2) field site of
original collection (i.e. Acer24 or Birthday Reefs) and (3) site of transplant (i.e. Acer24 or
Birthday Reefs). For example, PBA represents samples from
P. astreoides
fragments
collected at
Birthday Reef and transplanted to Acer24 Reef. Color scales are de
termined by the outcome of
the transition. For example, slices represented in shades of red describe transitions that resulted
in A4 zooxanthellae, transitions to A4.1 in blue, A4.2 in green and A4.3 in orange. Transitions
that stayed the same are represen
ted by a gray scale and outlined in black. Sampling times are
Y
ears correspond
to
2012 or 2013.
Porites astreoides collected from Acer24 Reef (PAA and PAB)
A total of four subclade
types were observed from sequences originating from transplant
and non
-
transplant
Porites astreoides
collected from Acer24 reef, including members of
subclade types A4, A4.1, A4.2 and A4.3. Subclade type A4 was present only during the Summer
2012 field se
ason in PAA and PAB samples (Figure 2B). Additionally, subclade type A4.2 was
present during each sampling time except Summer 2012 for PAA and PAB samples. The other
three subclade types were present at all other sampling times in both PAA and PAB samples.
Experimental treatment (transplant
vs.
non
-
transplant) did not have a significant effect
on sequence frequencies (p>0.05). Additionally, the interaction term between experimental
treatment and sampling time was not significant (p>0.25). According to AIC
values of individual
models, the model containing only sampling time fit the data best and was used for further
analysis.
The probability of having subclade type A4 was significantly higher in Summer 2012
than the other sampling times (p<0.03). Although t
he probability of subclade type A4.1 was
higher in both Winter sampling times compared to Summer sampling times, these increases were
not significant (p>0.3) (Figure 2B).
A higher number of transitions to different subclade
types were seen in PAA samples
than in PAB samples (Figure 3B). Overall, ~78% of the zooxanthellae subclade types from PAA
17
changed between field seasons, where as 52% changed in PAB samples (i.e. the difference
between the total number of transitions and
those in grey). Notable transitions are those of PAA
samples from Winter 2012 to Summer 2012 (Figure 3B). Approximately 50% of the transitions
resulted in the presence of the A4 subtype, a subtype that was only observed again in the same
transition time p
oint in PAB samples, but in fewer numbers than in PAA samples. Overall, PAB
samples were dominated by transitions to A4.3, particularly from summer to winter, where as
PAA had a high number of transitions to A4.1.
Montastraea cavernosa collected from Bi
rthday Reef (MBB and MBA)
A total of 59 sequences were recovered from transplant and non
-
transplant
Montastraea
cavernosa
originating from Birthday reef. These sequences were representative of seven
different subclade types, including A4.1, A4
.2, A4.3, C1, C3 and D1. A large range of sample
sizes between field sites in
M. cavernosa
samples resulted. Although the exact subclade types
are detailed here, for analytical purposes and in corresponding figures, subclade types were
binned by clade typ
e (clade type A or clade type C) due to low replicate numbers (Figure 4A).
Clade C subclade types were the dominant clade represented in MBB and MBA samples. Some
subclade types were only represented in one sampling time, such as A4.3 in Summer 2012
(MBB),
A4.2 in Winter 2012 (MBA) and D1 in Summer 2013 (MBA). The presence of subclade
type D1 in MBA samples in the Summer of 2013 marks the only appearance of a D subclade
type in all samples
tested.
18
Figure 4.
Symbiodinium
subclade frequencies for
Montastra
ea cavernosa
samples.
Graphs are
labe
led with acronyms describing the
19
(1) coral species, (2) field site of original collection (i.e. Acer24 or Birthday
Reefs) and (3) site of transplant (i.e. Acer24 or Birthday Reefs
). For example, MBA represents
samples from
Montastraea cavernosa
fragments
collected at Birthday Reef and transplanted to
Acer24 Reef. Graphs in the left
-
hand column represent non
-
transplanted coral while graphs on
the right represent transplanted coral. Although each condition began at n=10, note variation in
group sizes due to
sequencing error
.
A comparison of MBB and MBA samples described an insignificant
interaction between
experimental treatment and field season (p>0.25). Additionally, when comparing AIC values
between the full model and those of the individual independent
variables, the model containing
only the experimental treatment provided the best fit to the data and was used for further
analysis.
A comparison of
fitted values of the probability of clades A,
C and D in MBB and MBA
samples displayed
no significant di
fference in the probability of any clade type between
experimental treatments. For example, there was no significant difference in the presence of
clade A in MBB
vs.
MBA samples. However, there was a significant difference in the probability
of clade A and
C within MBB samples (p=0.0000003), and within MBA samples (p=0.0000002),
with probabilities of clade C being higher than clade A in both cases (Figure 4A).
The majority of transitions seen in MBB samples resulted in clade C types (Figure 5
A).
Interestingly, a few transitions resulted in changes from clade A to C or vice versa. The single
appearance of clade D results from a transition from clade C in MBA samples during the Winter
2013 to Summer 2013 seasons.
20
Figure
5
.
Montastraea
cavernosa
zooxanthellae Transitions. Transitions in zooxanthellae subclade type occurring within the same
21
Figure
5
coral fragment between sampling times for all fragments of
Montastraea cavernosa
zooxanthellae. Pie charts
22
represent the relative
frequencies of individual transitions of clade subtypes
through each field season. Graphs are labeled with acronyms describing the (1) coral species, (2)
field site of original collection (i.e. Acer24 or Birthday r
eefs) and (3) site of transplant (i.e.
Acer24 or Birthday reefs). For example, MBA represents samples from
M. cavernosa
fragments
collected at Birthday reef and transplanted to Acer24 reef. Color scales are determined by the
outcome of the transition
.
For
example, slices represented in shades of red describe transitions
that resulted in subtypes belonging to clade A zooxanthellae, transitions to C in blue, D in green.
Transitions that stayed the same are represented
by
gray
.
All transitions resulting in th
e same
subtype are represented by the same color, regardless of the original zooxanthellae subtype. Field
correspond to 2012 or 2013
.
Montastraea cavernosa
collected from Acer24 Reef (MAA and MAB)
A total of 52 sequences were recovered from transplant and non
-
transplant
Montastraea
cavernosa
originating from Acer24 reef. These sequences were representative of seven different
subclade types, including A3, A4,
A4.1, A4.2, A4.3, C1 and C3. Again, although detailed here,
subclade types were binned by overall clade for analysis and outlined by clade in corresponding
figures (Figure 4B).
According to the mutinomial model frequencies of clade types in MAA and MAB
samples, experimental treatment (transplant
vs
. non
-
transplant) did not have a significant effect
on clade frequencies (p>0.05). In addition, the interaction term between experimental treatment
and sampling time was not significant (p>0.25). When compar
ing AIC values between the full
model and those of the individual independent variables, the model containing only sampling
time provided the best fit to the data and was used for further analysis. Across all samples, the
Winter 2013 sampling time was asso
ciated with a significant increase in the probability of clade
type C (p=0.003) (Figure 4B).
All but one MAA sample transitioned to a different subclade type over the sampling
times (Figure 5B). All but two MAB samples transitioned to a different subclad
e type over the
sampling times. Interestingly, there were multiple occurrences of A to C, or C to A subclade type
23
shifts in both MAA and MAB samples.
DISCUSSION
Since the 1997/98 El Niño event coral cover on offshore reefs in
the Florida Keys Reef
Tract
have
remained at low levels
(Ruzicka
et al.
, 2013)
.
Prior
studies have demonstrated
differences in the ability of certain cora
l assemblages to
endure
stress. Kenkel et al.
(2013)
found
that coral assemblages from inshore reefs
exhibited
higher thermotolerance than their offshore
conspecifics. Additionally, Haslu
n
et al.
(In R
eview) found lower incidences of chronic
bleaching
inshore
relative
to assemblages from offshore. Zooxanthellae subclade type may be an
important driver of holobiont stress tolerance
(Sampayo
et al.
, 2008)
. In this study, I
investigated
whethe
r observable patterns of change
in the
abundances of
dominant zooxanthellae subclade
type
s
from fragmen
ts of
Porites astreoides
and
Montastraea cavernosa
provide information
regarding inshore and offshore reef coral stress tolerance.
Porites astreoides
Subclade type A4.1 was the predominant subclade type among fragments collected at
Birthday Reef (Figure
2A). Haslun
et al.
(In R
eview) proposed that due to moderate
temperatures and low irradiance, coral inhabiting the inshore (Birthday) reef experience less
stress than their conspecifics at
my
offshore (Acer24) reef. Temperatures at Birthday reef during
sum
mer months were within the mean summer maximum for this
reef
. These similar
temperatures associated with
presumed
low
-
level irradiance are likely responsible for the
relatively stable associations at Birthday reef compared to
assemblages from Acer24 reef t
hat
demonstrated fewer transitions. Additionally, associations
at Birthday reef
consisted mostly of
24
subclade type A4.1 and A4.3. Further studies will be needed to determine if the prominence of
subclade type A4.1 found at the inshore site compared to the o
ffshore site is related to
a
lower
stress environment.
According to Haslun
et al.
(In R
eview), coral
offshore
experience
higher bleaching than
coral at the inshore site
presumably
due to higher irradiance. This implies that coral fragments
transplanted from Birthday Reef to the offshore Acer24 reef (PBA) may experience more stress
than coral fragments that remained inshore (PBB). As a consequence,
I
expect
ed
a transition in
subclade
type
s in PBA fragments
to more stress tolerant subclades. Yet there is no significant
difference in the probabilities of
occurrence
for
individual subclade types between transplanted
and non
-
transplanted
P. astreoides
fragments from Birthday reef (p>0.05)
. In fact, composition
of zooxanthellae from PBB and PBA samples are very similar, indicating a lack of
acclimatization to a presumed higher stress environment.
The lack of a transition in subclade
abundance
may
indicate that
Porites astreoides
fragments o
riginating from the inshore site do
not possess a
Symbiodinium
spp.
subclade type adapted to higher irradiance.
P. astreoides
fragments collected at the offshore site,
I
observed zooxanthellae subclade
type A4 in fragments of
P. astreoides
solely during th
e Summer
of
2012 sampling time (Figure
2B). Further, subclade type A4 was never observed in
P.
astreoides collected at the inshore site,
indicating that this subclade type may originate from and confer a specific advantage to
environmental parameters expe
rienced offshore. Summer 2012 was the warmer of the two
summer sampling times
(Figure 6)
.
The combination of
high
er
irradiance levels characteristic of
summer
and
higher temperatures may have
favored
the higher
relative abundance
of subclade
type A4 during
the s
ummer
of
2012 relative to
the s
ummer
of
2013
offshore
.
25
Porites astreoides
is known to contain multiple subclade types
in addition to
members of
A4
(LaJeunesse, 2002)
. However, little variability
in subclade type abundance
was found in this
study as conspecifics of
P. astreoides
displayed
subclade types A4, A4.1, A4.2 and A4.3. This
lack of variability in zooxanthellae subclade type is common in corals that reproduce
via
brooding as their zooxanthellae are acquired
via
vertical transmission
(Van Oppen, 2004)
. T
he
long
-
term coevolution of the
mutualism
between the coral host and zooxanthellae
likely leads to
a tight symbiosis, with little flexibility, and m
ay explain the
lack of marked changes in subclade
type abundances
observed in this study
(Thornhill
et al.
, 2006)
.
The altering of zooxanthellae subclade types
, here demonstrated
via
transitions, is one
mechanism that can alter the relative abundance of subclade types
(Kinzie
et al.
, 2001; Rowan,
2004)
.
Less than 50% of z
ooxanthellae subclade types
in fragments
originating from the inshore
reef
displayed
transitions (Figure 3A), demon
strating a relatively stable association even at the
higher stress reef. In contrast, transitions between subclade types were much more frequent for
coral fragments originating from the offshore
reef
(Figure 3B). Retention of zooxanthellae
composition and
diversity
even though transferred to new sites indicates
a lack of acclimation
to
changing stress regimes,
particularly notable
after a lengthy transplant
period of two years
.
Montastraea cavernosa
Fragments of
M. cavernosa
collected from the inshore reef contained zooxanthellae
subclade types representative of clades A, C and D (Figure 4A). To
my
knowledge this is the
first time that subclade types of clade A have been found in association with
M. cavernosa
in this
region. H
owever, members of clade A are
frequnetly
isolated from species within the genus
26
Montastraea
(Garren
et al.
, 2006)
.
C
lade A
is also
a common zooxanthellae type in this region,
and is common in
P. astreoides
for example
.
Subclade type C3 is commonly associated with
M. cavernos
a
(LaJeunesse, 2002;
Banaszak, 2007; Serra
no
et al.
, 2014)
and has been described as a pandemic host generalist
commonly associated with
M. cavernosa
in times of low stress
(Lajeunesse, 2005)
. The
probability of
finding
clade type C
at the inshore reef was
significantly higher
than offshore and
likely
reflects the
low
er
stress environmental conditions
inshore
and the generalist nature of
clade type C. A notable
exception in the subclade type abundances
found in MBA samples
(Figure 4A)
was
the presence of a D1 subclade type in the Summer
of
2013. Although this
subclade type was only present in one fragment and at one sampling time, clade D has many
implications f
or holobiont thermotolerance. For instance, the dominance of clade D subclade
types
relative to other subclade types
during stress events has been demonstrated repeatedly in
the literature
(Baker, 2001; Thornhill
et al.
, 2006; Silverstein
et al.
, 2015)
, leading to the belief
that clade D subclade types confer a specific advantage to holobionts during times of stress.
Ul
strup and V
an
Oppen
(
2003)
found that subclade types of clade D may be present in and
acquir
ed from the surrounding environment, but may also exist at low concentrations within the
host. Subclade types of clade D become more prevalent when environmental stress increases due
to elevated temperatures or changes in turbidity. This confers resistance
to stressful conditions
(Berkelmans & van Oppen, 2006)
a
nd may
explain
why inshore coral have been found to be
more thermotolerant than offshore conspecifics.
In contrast to the brooder
Porites
astreoides
,
Montastraea cavernosa
is a broadcast
spawner, whose
gametes
lack
zooxanthellae. Thus, they acquire
symbionts
via
horizontal
transmission, from the surrounding environment
(Van Oppen, 2004)
, as their eggs are void of
27
sym
biont cells
(Szmant, 1991)
. This ability to acquire zooxanthellae from the surrounding
environment may also explain the presence of clade type A in
M. cavernosa
samples. Compared
to brooders, broadcast spawners are thought to rely more heavily
on zooxanthellae
as a
mechanism for surviving temperature stress
as they possess the ability to switch and shuffle their
zooxanthellae
(Silverstein
et al.
, 2015)
. While
I
did not attempt to identify the
origin
of
zooxanthellae clade types, the presence of D1 in MBA samples from Summer 2013 suggest
stressful conditions during this sampling time, likely due to increases in irradiance demonstrated
by Haslun
et al.
(In R
eview)
and
as
a means
to counteract this
stress
b
y
the holobiont.
Fragments of
Montastraea cavernosa
collected from the offshore site contained
zooxanthellae subclade types representative of clades A and C. Similarly to fragments of
Porites
astreoides
, subclade
type A4 was isolated only from
M. cavernosa
fragments from the offshore
site, supporting the notion that subclade type A4 may be endemic to offshore sites. Symbionts
from clade C, however, were the predominant clade type
observed
in
M.
cavernosa fragments
.
The w
inter
of
2013 was warm
er, and therefore milder, than w
inter
of
2012 (Figure 6). This mild
winter, combined with the generalist nature of subtype C3 mentioned earlier, may explain the
significant increase in clade C displayed by
M. cavernosa
fragment
s collected from the offshore
reef
at that time
.
28
Figure 6.
Temperatures at Birthday and Acer24 reefs. Temperature data for inshore (Birthday) and offshore (Acer24) reefs.
29
Transitions between zooxanthellae clade types, rather than subclade types, are significant
as individual clades can differ drastically
physiologically
. We observed multiple instances of
transitions between subclade types A and C in
M.
cavernosa
fragments collected at the inshore
and offshore reef (Figure 5). Transitions between clade types are commonly reported in
M.
cavernosa
(Ulstrup & Van Oppen, 2003; Thornhill
et al.
, 2006; Silverstein
et al.
, 2015)
and are
likely due to their reproductive strategy and ability to acquire symbionts from the surrounding
environment. Similar to trends observed in
P. astreoides
, fragments of
M. cavernosa
collected
inshore displayed fewer transitions, and therefore more stability, compared to fragments of
M.
cavernosa
collected offshore. Additionally, similar transition frequencies, as well as
zooxanthellae compositi
on, within samples from the same collection site suggest a lack of
acclimatization to
the
new
environmental conditions present at the transplant site
.
In
response to
global climate change, many
researchers
are focused on finding particular
coral assembla
ges that are better adept at
surviving
a myriad of environmental stresses
that
climate warming will impose
.
My
study found significant differences in subclade type
frequencies between inshore and offshore
P. astreoides
and
M. cavernosa
, suggesting a
mechan
istic role of zooxanthellae subclade type in their thermotolerance variation. It also
showed a site
-
dependent
effect of seasonal zooxanthellae compositional changes suggesting a
lack of acclimatization
by zooxanthellae to the
new environment.
This observa
tion has
important
implications for the choice of which coral populations to target
for conservation or
repopulation efforts. While these findings are the first step in identifying specific holobiont
populations best equipped to survive stressors associate
d with global climate change, future
studies will be required to determine differences in these subclade types at the functional genetic
30
level, as well as the response of these subclade types to bleaching temperatures and other local
synergistic stress.
31
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35
CHAPTER 2
SITE
-
SPECIFIC VARIATION IN GENE EXPRESSION FROM
SYMBIODINIUM
SPP.
ASSOCIATED WITH OFFSHORE AND INSHORE
PORITES ASTREOIDES
IN THE LOWER
FLORIDA KEYS
ABSTRACT
Scleractinian
coral are experiencing unprecedented rates of mortality due to increases in
sea surface temperatures
in response to
global climate change. Some coral species however,
survive high temperature events due to a reduced susceptibility to bleaching.
I
investig
ated the
relationship between bleaching susceptibility and expression of five metabolically related genes
of
Symbiodinium
spp. from the coral
Porites astreoides
originating from an inshore and offshore
reef in the Florida Keys.
The a
cclimatization potentia
l of
Symbiodinium
spp. to changing
temperature regimes was also measured
via
a two
-
year reciprocal transplant between the sites.
Offshore
coral fragments
displayed significantly higher expression in
Symbiodinium
spp. genes
PCNA
,
SCP2
,
G3PDH
,
PCP
and
psaE
t
han their inshore counterparts (p<0.05), a pattern
consistent with increased bleaching susceptibility
in offshore corals
. Additionally, gene
expression patterns
in
Symbiodinium
spp.
from site of origin were conserved throughout the two
-
year reciprocal tran
splant, indicating acclimatization did not occur. Gene expression reported
here indicates functional variation in populations of
Symbiodinium
spp. associated with
P.
astreoides
in the Florida Keys, and is likely a result of localized adaptation.
INTRODUC
TION
Over the last 30
-
40 years, a decline in global coral populations as high as 50% has been
recorded and linked to coral bleaching
(Bruno
et al.
et al.
, 2012; Jackson
et al.
,
2014)
. Bleaching
i
s a response to
elevated
seawater temperatures and high irradiance,
and
results
36
when the density of symbiotic algae (
Symbiodinium
spp. commonly referred to as zooxanthellae)
declines severely in the host coral
allowing the white skeleton below to show
(Gates
et al.
,
1992)
. Considering
that
coral hosts derive up to 95% of their daily metabolic needs from
zooxanthellae
(Mu
scatine
et al.
, 1989)
, the loss of symbiont
s
compromises the host during a
bleaching event. Depending on the extent and duration of a bleaching event, loss of
zooxanthellae may lead to coral host mortality
(Brown, 1997)
. Given the importance of the host
-
zooxanthellae symbiosis, plasticity in
algal response to stress is an important area of coral
research
(Baker, 2003)
.
Coral susceptibility to bleaching is influe
nced by the
Symbiodinium
spp. clade type
harbored by the host
(Rowan, 2004)
. For example, Sampayo
et al.
(
2008)
demonstrated
that
bleaching susceptibility of
Stylophora
pistillata
colonies
was
determined by
compositional
differences at the subclade leve
l within
Symbiodinium
spp. of clade C. In the Florida Keys,
several studies
found
variation in bleaching susceptibility between inshore and offshore
communities of
P. astreoides
(Kenkel
et al.
, 2013, 2015
; Haslun
et al.
, I
n Review
)
. The
observation of variation in subclades between proximate inshore and offshore reefs prompts
questions of the role of genetically associated functional variation in zooxanthellae to bleaching
susceptibility (Hauff
et al.
In Press). However,
the role of zooxanthellae in bleaching
susceptibility variation in these coral is unknown
(Kenkel
et al.
, 2015)
.
Changes in metabolic processes as markers of bleaching susceptibility have a long
-
standing history in the study of zooxanthellae
response to stress
(Szmant & Gassman, 1990;
Jones & Hoegh
-
Guldberg, 2001; Rodrigues & Grottoli, 2007)
. Changes in metabolism are
commonly assessed
vi
a
gene expression analysis, which targets genes related to the production
of metabolically important proteins. Common examples include, proliferating cell nuclear
37
antigen (
PCNA
), a protein involved in DNA synthesis and replication
(Prelich
et al.
, 1987)
, non
-
specific lipid
-
transfer protein (
SCP2
), which mediat
es the transfer of all common lipids
(Thoma
& Kaneko, 1991)
, Glyceraldehyde
-
3
-
phosphate dehydrogena
se (
G3PDH
), an enzyme involved
in glycolysis
(Sirover, 1997)
, peridinin chlorophyll alpha binding protein I chloroplastic (
PCP
)
and photosystem I reaction center subunit IV (
psaE
).
PCP
is invol
ved
in
the capture of solar
energy
(Norris & Miller, 1994)
and
psaE
stabilizes interactions with
in
the photosystem 1
complex
(Bengis & Nelson, 1977)
. Variation in the expression of these metabolic genes affords
functional variability to zooxanthellae and
be involved in
acclimatization to bleaching conditions
(Rosic
et
al.
, 2010, 2011a; Leggat
et al.
, 2011)
.
We studied the role of zooxanthellae in bleaching susceptibility of
P.
astreoides
by
evaluating symbiont gene expression in reciprocal transplants of
P.
astreoides
in the Florida
Keys. The expression of
zooxanthellae genes
PCNA
,
SCP2
,
G3PDH
,
PCP
and
psaE
was
measured in coral sub
-
samples from inshore and offshore reefs differing in thermal and
irradiance regimes. The offshore Acer24 reef experiences lower temperatures and higher
irradiance than the inshor
e counterpart, Birthday reef.
Differences in
patterns of gene expression
in the reciprocal transplant allowed us to
evaluate
the role of
these genes in
acclimatization
to
environmental stress
.
METHODS
In this study,
Symbiodinium
spp. from
Porites
astreoid
es
reciprocally transplanted from
an inshore and offshore site in the lower Florida Keys were analyzed for changes in gene
expression over two years.
Study
sites, coral collection, reciprocal transplant design and sample
collection for analyses were comple
ted as outlined in Hauff
et al.
(In Press). Briefly, in
38
September 2011, ten 16 cm
2
fragments of
Porites astreoides
were collected from Birthday reef
(inshore:
24.57917N
-
81.49693W) and
an additional ten 16 cm
2
fragments were obtained from
Acer24 reef (offshore:
24.55268N
-
81.43741W)
. Birthday reef and Acer24 reef
are patch reefs
separated by Hawk Channel
and have
notably distinct temperature and turbidity regimes,
but are
otherwise similar (i.e. depth, species
diversity
)
.
Relative to Acer24 reef,
Birthday reef
has
higher
turbidity
, lower light
and higher annual average temperatures (~1°C) (
Haslun
et al.
, In Review,
Erich Bartels, pers.com.).
The 20
Porites astreoides
fragments taken from Birthday reef and Acer2
4 reef were
sectioned into nearly equal halves. These small fragments were approximately 8 cm
2
each. One
small fragment was placed at the site of origin and the other transplanted to the alternate site (i.e.
fragments from offshore transplanted to inshore
site) (n=40). Small coral fragments remained at
each site for a total of two years, but were sub
-
sampled biannually (i.e. February and August of
2012 and 2013) to capture gene expression during winter and summer conditions. At each sub
-
sampling time, 1 cm
2
sub
-
samples were taken with hammer and chisel and flash frozen in liquid
nitrogen within 15 minutes of initial collection and stored at
-
80°C.
Sub
-
samples from six of the small coral fragments from each treatment within the
reciprocal transplant experi
ment were randomly chosen for qRT
-
PCR analysis. For example, six
small fragments of
P. astreoides
collected and replaced at Birthday Reef and sub
-
sampled over
the four sampling times were analyzed and six small fragments of
P. astreoides
collected at
Birth
day Reef, transplanted to Acer24 reef, and sampled over the four sampling times, were
analyzed. Sample analysis for sub
-
samples originating from Acer24 reef was the same. This
sampling design yielded a total of n=96 sub
-
samples.
39
RNA extraction and cDNA pr
eparation
Sub
-
samples of
P. astreoides
were
stored at
-
80°C and crushed to a fine powder in liquid
nitrogen using a pre
-
chilled mortar and pestle.
Between samples, mortar and pestles were
cleaned with liquid detergent and RNase AWAY
®
(Sigma
-
Aldrich, St. Louis MO, USA) and
rinsed in ultrapure water.
TRI Reagent® (Sigma
-
Aldrich,
St. Louis MO, USA
) was used to extract RNA from 0.1 g
two
-
ples were stored at
-
80°C. Prior to reverse transcription, samples of RNA were
-
extracted if
DNase I (Life
Technologies, San Antonio TX, USA) and reverse transcribed into cDNA following
manufacturer instructions using the SuperScript
®
III First
-
Strand Synthesis SuperMix for qRT
-
PCR (Life Technologies, San Antonio TX, USA).
qRT
-
PCR
Fu
lly transcribed cDNA was diluted 1:16 for qRT
-
PCR. Reaction volumes for qRT
-
PCR
were 10
L and as follows: 5
L Power SYBR
®
Green PCR Master Mix, 3.5
L H
2
O, 1
L
cDNA, 0.5
L primer. Cycling conditions for all reactions were: 50°C
-
2 minutes (1x), 95°C
-
10
mi
nutes (1x), 95°C
-
15 seconds and 60°C
-
1 minute (40x). Primer information for all
genes can be
found in Table 1.
40
Table 1. Genes used in this study,
abbreviations
, function, primer sequences, melting temperatures and amplicon
length for primers
used for qRT
-
PCR
.
41
In this study, six zooxanthellae
-
specific genes were analyzed across all sub
-
samples, and
include one housekeeping gene and five experimental genes (Table 1). The housekeeping gene,
cytochrome oxidase subunit 1 (
Cox
) h
as previously been identified as a viable housekeeping
gene in
Symbiodinium
spp.
(Rosic
et al.
, 2011b)
. Technical replicates were run in duplicate and
negative controls were run to confirm no genomic DNA contaminati
on for a total of n=1,152
reactions. All analyses were completed at the Research Technology Support Facility at Michigan
State University on an Applied Biosystems® Prism 7900HT (Thermo Scientific, New York, NY
USA).
Data Analysis
All analyses were perfor
med in R (v3.1.3) using the specialized package
MCMC.qpcr
(Matz
et al.
, 2013
; R Core Team 2014). In this analysis, raw qRT
-
PCR data (i.e. Ct values) is
represented as molecule counts and described under a Poisson
-
logn
ormal error using generalized
linear mixed models. There are numerous benefits to this approach. It is fully flexible for all
levels of random and fixed effects, enables evaluation of unlimited interactions, increases power
via
simultaneous analysis of all
genes in one model, accounts for low amplification targets by
using molecule counts, and eliminates the need for control genes
(Matz
et al.
, 2013)
. For this
study, however, a control gene was used to balance conservatism and the risk of bias, as
suggested by
Matz
et al.
(
2013)
.
For analysis, a two
-
-
lted in a model describing the individual effect of each factor, as well
as the effect of their interaction (i.e. the treatment dependent effect of sampling time). Two
models were run in order to report all relevant comparisons. The first model used fragme
nts
42
originating from, and replaced at, Acer24 reef as a baseline comparison, with the second using
fragments originating and replaced at Birthday reef for baseline comparison. Additionally, the
-
PCR data generated here from on
e previously established
control gene (
Cox
, Table 1,
Rosic
et al.
, 2011b)
. Diagnostic plots using the function
diagnostic.mcmc() were analyzed to confirm linear modeling
as an appropriate application for
this data set.
RESULTS
There were no significant effects
in gene expression between winter and summer
observed, however, significant differences in zooxanthellae
gene expression were found between
sub
-
samples from Acer24 and Birthday reefs (p>0.05). Overall, gene expression from
zooxanthellae was higher
in algae
from Acer24 reef than
those present at
Birthday reef. Gene
expression patterns
observed in zooxanthella
e
from the original site were retained in the
symbiont throughout the transplant
period
for both collection reefs. For example,
Symbiodinium
spp.
from Acer24 reef that were transplanted to Birthday reef displayed gene expression patterns
similar to
zooxant
hellae
that were from, and held, at Acer24 reef.
Several genes from zooxanthellae harbored in
P.
astreoides
sub
-
samples originating from
Birthday reef exhibited a significant down regulation relative to symbionts originating from
Acer24 reef. These include
d
PCP
(p=0.002),
PCNA
(p=<0.001) and
psaE
(p=0.044) and
G3PDH
(p=0.052) (Figure 7
, Table 2). Relative to zooxanthellae from sub
-
samples originating at Acer24
reef,
Symbiodinium
spp.
originating from Birthday reef and transplanted to Acer24 reef exhibited
significant down
-
regulation of the zooxanthellar genes
PCP
(p<0.001),
PCNA
(p<0.001),
psaE
(p=0.018), and
G3PDH
(p=0.024)(Figure 7
, Table 2).
Relative
to zooxanthellae originating at
43
Birthday reef,
Symbiodinium
spp. originating at Acer24 reef and transplanted to Birthday reef
exhibited significant up
-
regulation of zooxanthellar genes
PCP
(p<0.001),
PCNA
(p<0.001),
psaE
(p=0.002),
G3PDH
(p<0.001) and
SCP2
(p=0.028)(Figure 7
, Table 3).
Sample
Gene
Post.mean
l
-
95% CI
u
-
95% CI
E
ff.samp
pMCMC
Acer
Birthday
G3PD
0.75786
-
0.32954
1.81690
1100.1
0.182
Acer
Birthday
PCP
0.57277
-
0.65011
1.58568
1000.0
0.334
Acer
Birthday
PCNA
0.45110
-
0.85448
1.74646
1000.0
0.472
Acer
Birthday
PSAE
0.82805
-
0.24776
1.92126
1095.1
0.146
Acer
Birthday
SCP2
0.51517
-
0.62875
1.57658
1140.2
0.368
Acer
Birthday
Cox
0.29714
-
0.81822
1.34287
1000
.0
0.598
BirthdayAcer
G3PD
-
1.27444
-
2.32264
-
0.17412
1000.0
0.024
*
BirthdayAcer
PCP
-
1.99936
-
3.00025
-
0.71156
1000.0
<0.001
*
BirthdayAcer
PCNA
-
2.41345
-
3.72389
-
1.14470
1000.0
<0.001
*
BirthdayAcer
PSAE
-
1.33718
-
2.43305
-
0.23223
1000.0
0.018
*
BirthdayAcer
SCP2
-
1.04736
-
2.08630
0.05666
1000.0
0.072
BirthdayAcer
Cox
-
1.15290
-
2.32132
-
0.11005
1000.0
0.056
BirthdayBirthday
G3PD
-
1.03375
-
2.11422
-
0.03793
1024.5
0.052
BirthdayBirthday
PCP
-
1.79766
-
2.94654
-
0.74262
1122.8
0.002
*
BirthdayBirthday
PCNA
-
2.49322
-
3.63201
-
1.13299
1000.0
<0.001
*
BirthdayBirthday
PSAE
-
1.05099
-
2.07456
-
0.01014
1063.0
0.044
*
BirthdayBirthday
SCP2
-
0.80628
-
1.87348
0.26407
1046.7
0.156
BirthdayBirthday
Cox
-
0.86286
-
1.96599
0.21116
1034.0
0.140
Summer
G3PD
-
0.42471
-
1.44246
0.57653
1000.0
0.400
Summer
PCP
-
0.96875
-
2.08771
0.07127
1000
.0
0.076
Summer
PCNA
-
0.90811
-
2.04225
0.42268
1000
.0
0.136
Summer
PSAE
-
0.53284
-
1.49807
0.53535
1000
.0
0.298
Summer
SCP2
-
0.50555
-
1.67745
0.41615
1000
.0
0.336
Summer
Cox
-
0.66882
-
1.56163
0.42765
1000
.0
0.176
Acer
Birthday:Summer
G3PD
-
1.10678
-
2.53604
0.23038
1000.0
0.146
Acer
Birthday:Summer
PCP
-
0.71755
-
2.36609
0.71800
1000
.0
0.366
Acer
Birthday:Summer
PCNA
-
0.42148
-
2.29178
1.34468
1102.2
0.660
Acer
Birthday:Summer
PSAE
-
0.88605
-
2.41830
0.49638
1000
.0
0.258
Acer
Birthday:Summer
SCP2
-
0.73566
-
2.13112
0.78400
1000
.0
0.346
Acer
Birthday
:Summer
Cox
-
0.15287
-
1.43671
1.36536
1000
.0
0.860
BirthdayAcer:Summer
G3PD
0.48370
-
1.05469
1.93171
1000
.0
0.528
BirthdayAcer:Summer
PCP
1.17241
-
0.36614
2.84003
1000
.0
0.162
BirthdayAcer:Summer
PCNA
-
0.44314
-
2.25117
1.56216
1000
.0
0.648
BirthdayAcer:Summer
PSAE
0.51274
-
1.06876
2.00907
1043.4
0.506
BirthdayAcer:Summer
SCP2
0.24851
-
1.14452
1.85562
1000
.0
0.748
BirthdayAcer:Summer
Cox
0.35344
-
1.07449
1.79065
1121.9
0.672
BirthdayBirthday:Summer
G3PD
-
0.11873
-
1.52551
1.26020
1000
.0
0.860
BirthdayBirthday:Summer
PCP
0.28191
-
1.21268
1.80808
1000
.0
0.704
BirthdayBirthday:Summer
PCNA
0.17796
-
1.53111
2.15363
1000
.0
0.822
BirthdayBirthday:Summer
PSAE
-
0.06285
-
1.50997
1.28971
1000
.0
0.940
BirthdayBirthday:Summer
SCP2
-
0.08662
-
1.60147
1.34879
1000
.0
0.900
BirthdayBirthday:Summer
Cox
-
0.16014
-
1.51131
1.16904
1000
.0
0.818
Table 2.
Output
for two
-
as
fixed
factors under the MCMC.qpr package for zooxanthellae gene expression from
sub
samples
collected at Birthday reef and Acer24 reef.
Post means are reported as well as lower and upper
credible intervals, effective sample size and p
-
values.
-
transplanted
44
sub
-
represents
transplanted
sub
-
samples that were collected
at Acer24 reef and transplanted
to Birthday reef.
-
transplanted sub
-
samples that
originated at Birthday reef,
wh
transplanted sub
-
samples
that were collected at
Birthday reef
and transp
lanted to Acer24 reef. Baseline
comparison, or reference factor, included non
-
transplanted sub
-
samples
from Acer24 reef
(i.e. AcerAcer) at the winter sampling time. Asterisk
denotes a p
-
value <0.05
.
Figure 7
. By
-
gene plot of tra
nscript abundance for zooxanthellae genes obtained from sub
-
samples of
Porites
astreoides taken from Birthday reef and Acer24 reef during winter and
-
transplanted sub
-
samples that originated at
Acer24 reef,
-
samples that were collected at
-
transplanted
sub
-
transplanted
sub
-
samples that were collected at Birthday reef and transplanted to Acer24 reef. Sub
-
samples
collected in summer months are represented in orange, while sub
-
samples collected in winter
months are represented in blue. Whiskers denote 95% cred
ible intervals
.
45
In contrast to the cases above, no significant effect of site was found when comparing
zooxanthellae gene expression from sub
-
samples originating at Acer24 reef and zooxanthellae
originating from Acer24 reef sub
-
samples transplanted to Bir
thday reef (p>0.05, Table 2).
Furthermore, gene expression did not vary significantly between zooxanthellae originating from
Birthday reef sub
-
samples and zooxanthellae originating from Birthday reef sub
-
samples that
were tran
splanted to Acer24 reef (Table
3
).
46
Sample
Gene
Post.mean
l
-
95% CI
u
-
95% CI
E
ff.samp
pMCMC
AcerAcer
G3PD
1.21755
0.17023
2.20626
1000
.0
0.022
*
AcerAcer
PCP
1.99231
0.96816
3.19196
1000.0
<0.001
*
AcerAcer
PCNA
2.72957
1.49594
3.84646
1000.0
<0.001
*
AcerAcer
PSAE
1.25442
0.20186
2.25162
1000.0
0.022
*
AcerAcer
SCP2
1.00775
-
0.02516
2.11803
1000.0
0.080
AcerAcer
Cox
1.09524
0.05914
2.19882
1000
.0
0.056
AcerBirthday
G3PD
1.64635
0.54220
2.66718
1000.0
<0.001
*
AcerBirthday
PCP
2.22900
1.03429
3.28904
1000.0
<0.001
*
AcerBirthday
PCNA
2.83415
1.54539
4.01819
1000.0
<0.001
*
AcerBirthday
PSAE
1.74730
0.65014
2.81450
1000.0
0.002
*
AcerBirthday
SCP2
1.18808
0.16333
2.30082
1000.0
0.028
*
AcerBirthday
Cox
0.98921
-
0.13981
2.08998
909.6
0
.094
BirthdayAcer
G3PD
-
0.31557
-
1.38858
0.74282
1092.6
0.580
BirthdayAcer
PCP
-
0.27211
-
1.36499
0.85086
1000.0
0.650
BirthdayAcer
PCNA
0.04449
-
1.31269
1.16807
1136.6
0.934
BirthdayAcer
PSAE
-
0.35742
-
1.51305
0.65777
943.5
0.518
BirthdayAcer
SCP2
-
0.30484
-
1.42683
0.71932
1113.7
0.600
BirthdayAcer
Cox
-
0.41275
-
1.52753
0.68653
1098.6
0.444
Summer
G3PD
-
0.42119
-
1.38320
0.59371
1000.0
0.410
Summer
PCP
-
0.56929
-
1.60197
0.51766
1000
.0
0.300
Summer
PCNA
-
0.50935
-
1.64950
0.90378
1110.9
0.414
Summer
PSAE
-
0.47024
-
1.42073
0.61740
1107.8
0.370
Summer
SCP2
-
0.46287
-
1.44652
0.61586
1000
.0
0.398
Summer
Cox
-
0.69225
-
1.64933
0.33131
1000
.0
0.166
Acer
Acer:
Summer
G3PD
-
0.27623
-
1.60932
1.10719
933.0
0.716
Acer
Acer:
Summer
PCP
-
0.67608
-
2.14837
0.73583
888.2
0.388
Acer
Acer:
Summer
PCNA
-
0.68121
-
2.33178
0.95846
1000
.0
0.446
Acer
Acer:
Summer
PSAE
-
0.33763
-
1.68846
1.13446
921.6
0.654
Acer
Acer:
Summer
SCP2
-
0.32461
-
1.65484
1.17265
887.0
0.652
Acer
Acer:
Summer
Cox
-
0.31844
-
1.64613
1.04231
959.7
0.658
AcerBirthday:
Summer
G3PD
-
0.98030
-
2.38653
0.45556
1000
.0
0.182
AcerBirthday:
Summer
PCP
-
0.97558
-
2.51798
0.46522
1000
.0
0.208
AcerBirthday:
Summer
PCNA
-
0.60709
-
2.36205
1.04494
1000
.0
0.502
AcerBirthday:
Summer
PSAE
-
0.81838
-
2.28514
0.60443
1000
.0
0.272
AcerBirthday:
Summer
SCP2
-
0.65107
-
2.10597
0.78232
1000
.0
0.390
AcerBirthday:
Summer
Cox
0.01370
-
1.42340
1.33326
1000
.0
0.986
BirthdayAcer
:
Summer
G3PD
0.52894
-
0.79296
1.88105
1150.7
0.456
BirthdayAcer
:
Summer
PCP
0.82061
-
0.72111
2.21444
1125.8
0.278
BirthdayAcer:
Summer
PCNA
-
0.75939
-
2.51604
0.91120
1146.2
0.406
BirthdayAcer:
Summer
PSAE
0.51246
-
0.88945
1.90230
1126.0
0.480
BirthdayAcer:
Summer
SCP2
0.25853
-
1.00056
1.84046
1000.0
0.738
BirthdayAcer:
Summer
Cox
0.46346
-
0.91224
1.83777
1125.6
0.506
Table 3. Output for two
-
MCMC.qpr package for zooxanthellae
gene expression from sub
-
samples collected at Birthday
reef and Acer24 reef.
Post means are reported as well as lower and upper credible intervals,
effective sample size and p
-
values.
-
transplanted sub
-
samples that
originated at
-
samples that were
-
transplanted sub
-
transplanted sub
-
samples that were collected at Birthday reef and transplanted to Acer24 reef.
47
Baseline comparison, or reference factor, included non
-
transplanted sub
-
samples from Birthday reef (i.e. BirthdayBirthday) at the
winter sampling time. Asterisk denotes
a p
-
value <0.05
.
For all of the zooxanthellae genes tested throughout all experimental conditions,
expression was higher in winter, compared to summer, but the effect of season was n
ot
significant (p>0.07, Figure 7
,
Tables 2 & 3). In zooxanthellae from Birthday reef sub
-
samples
transplanted to Acer24 reef,
G3PDH
and
PCP
experienced slight decreased expression in winter
compared to summer, while
psaE
experienced no change in expression. Finally, the interaction
between
time and transplant was not significant (p>0.1, Table 2 & 3).
DISCUSSION
Gene expression analysis is a powerful tool increasingly utilized to determine responses
of closely related coral and zooxanthellae populations to stress
(Rosic
et al.
, 2010, 2011a;
McGinley
et al.
, 2012a; Kenkel
et al.
, 2014)
. Traditional techniques
used in the study of stress
response
s
rely on phenotypic variation and disregard
differences
at the genetic level
(Berkelmans
& van Oppen, 2006; Middlebrook
et al.
, 2008; Downs
et al.
, 2012)
. Molecular stress markers,
such as differences in
gene expression, provide unique advantages over
visual assessments
. For
example, molecular markers
measure
changes in stress response
prior to the advent of
phenotypic change
(DeSalvo
et al.
, 2008; Rosic
et al.
, 2011a; Kenkel
et al.
, 2013)
.
Coral host
populations of
Porites
astreoides
exhibit differential gene expression that has been linked to
thermal tolerance
(Kenkel
e
t al.
, 2013)
. To understand the role of zooxanthellae in bleaching
susceptibility
I
studied gene expression in
Symbiodinium
spp. from sub
-
samples of
P.
astreoides
from an inshore and offshore reef, as well as a reciprocal transplant conducted at the sam
e reefs.
Results demonstrating increased gene expression in zooxanthellae from the offshore reef
48
experiencing more bleaching
and no change in gene expression patterns in reciprocal transplants,
allowed
me
to make inferences regarding the roles of zooxanthe
llae and acclimatization in
bleaching susceptibility.
Differences in zooxanthellae gene expression between
P.
astreoides
sub
-
samples from
inshore and offshore sites are
indicative of functional variability within zooxanthellae. Elevated
gene response
s
and high
er
rate
s
of bleaching at Acer24 reef
relative to inshore
may be a
consequence of higher irradiance (Haslun
et al.
, In Review). Owing to the elevated coral
-
host
stress response at Acer24 reef,
I
interpreted patterns of zooxanthellae gene expression
exhibited
in Acer24 reef sub
-
samples to reflect bleaching susceptibility at their cellular level. With the
exception of
SCP2
in zooxanthellae from sub
-
samples originating and retained at Acer24 reef,
four symbiont genes (
PCNA,
G3PDH
,
PCP
and
psaE
) display
ed significantly higher expression
in all offshore Acer24 reef sub
-
samples compared to inshore Birthday reef sub
-
samples (Tables 2
& 3). These zooxanthellae genes are associated with metabolic processes that increase with
stress, such as DNA synthesis, lip
id transfer, metabolism and photosynthesis
(Karako
-
Lampert
et
al.
, 2005; Leggat
et al.
, 2011; McGinley
et al.
, 2012b)
. Consequently, increased zooxanthellae
gene expression observed at Acer24 reef is likely a function of differential bleaching
susceptibility experienced by the symbiont.
Although normally involved in glycolysis,
G3PDH
expression has been associated
with
apoptosis activation
(Tarze
et al.
, 2007)
. Apoptosis, also called programmed cell death, occurs
during the beginning stages of host coral bleaching
(Strychar
et al.
, 2004a, 2004b)
. The
possibility of increased zooxanthellae
G3PDH
expression signaling symbiont apoptosis and
subsequent bleaching in coral originating at Acer24 reef is consistent with significantly higher
levels
of bleaching among host coral fragments originating from Acer24 reef relative to those
49
originating from Birthday reef (Haslun
et al.
, In review). As such, this is the first report to
use
zooxanthellae gene expression (i.e
G3PDH
)
as a
precursor of apoptosi
s
to document bleaching
;
G3PDH
may also be a better marker of
symbiont
stress then
apoptosis. Documenting
zooxanthellae
gene expression is an important mechanism to better understand symbiosis and
climate stress in coral. The ease of sampling and analysis broadens the scope of potential
analyses, as well as our understanding of the role of zooxanthellae apoptosis in host b
leaching. It
is important to note that as zooxanthellar
G3PDH
expression increases, downstream activation of
apoptotic processes are stimulated and expressed on the surface of the symbiont cells
(Strychar
et
al.
, 2004b)
(Strychar
et al.
, 2004a)
. If
zooxanthellae are being actively expelled from the host
via
phagocytic cells, or other removal
mechanisms, as indicated by increases in
G3PDH
expression, an increase in symbiont replication
rates to counteract symbiont lo
ss may explain increases in
PCNA
and
SCP2
.
Increased expression of
PCNA
and
SCP2
in
zooxanthellae from
Acer 24 reef suggests
higher rates of DNA synthesis and lipid transfer/synthesis, processes that occur during
cell
replication and division.
My
observation of i
ncreased expression of
PCNA
and
SCP2
suggests
that rates of zooxanthellae replication and division increase
s
with elevated stress
(Suharsono &
Brown, 1992)
. During a bleaching event
in which
str
ess results in host bleaching, it is plausible
that the demands placed upon the symbiont
via
the host results in increased zooxanthellar lipid
metabolism. As a consequence, the symbiont increases lipid use not only as a mechanism to
increase its own metabo
lism, but also to increase lipid transfer to the host
(Luo
et al.
, 2009)
. The
drawback of increased expression of
SCP2
, however, is that the symbionts may become deficient
in peroxisomes, thereby creating
a negative feedback loop. Peroxisomes, found in most, if not
50
all, eukaryotic cells, play a major role in catabolism of long chain fatty acids
(Gabaldon, 2010)
.
As increased zooxanthellae
SCP2
expression is maintained, the symbiont will continue to utilize
lipid stores for its own metabolism, as well as increased
translocation
that benefits the
survivorship of the host.
Parallel to increases in
SCP2
,
PCNA
expression increased in zooxanthellae at Acer24 reef
that is indicative of a stress response
. Increased expression of
PCNA
during stress, when DNA
repair and chromatin remodeling would be most important for symbiont survivorship,
could be a
driver of the development of
new zooxanthellae subclade types.
PCNA
is involved in two
processes of post replication repair
(Lehman & Fuchs, 2006)
. The first, referred to as the
via
DNA polymerases. The translesion pathway acts as a
mechanism to incorporate damaged DNA bases into their active sites. In this pathway,
polymerases bypass damage c
polymerases would stall during this process
(Lehman & Fuchs, 2006)
. Incorporating damaged
DNA bases may result in different gene sequences, which may contribute to
an increase in
the
number of
Symbiodinium
spp
.
subclade type reported
(LaJeunesse
et al.
, 2004; Sampayo
et al.
,
2008
; Hauff
et al
. In
Press
)
attempts to bypass DNA damage, but this process involves homologous machinery (Lehmann
and Fuchs, 2006). Regardless of which pathway is chosen, PCNA is a vital mechanism of
pathway
activation used by a cell.
Rates of photosynthesis increase in response to moderate stress in cultured
Symbiodinium
spp.
(Iglesias
-
Prieto
et al.
, 1992)
. The increased expression of
PCP
in Acer24 reef samples is
consistent with this observation as
PCP
is related to light harvesting. The scarcity of carbon
dioxide (CO
2
) in an aquatic environment results from slow diffusion
rates coupled with CO
2
51
availability existing mostly as bicarbonate, as well as the non
-
specificity of RuBisCO for CO
2
over O
2
(Raven,
1970; Eckardt, 2012)
. To augment RuBisCO efficiency, symbionts increase
carbon
-
concentrating mechanisms (CCM) when experiencing survivorship problems in a host
coral (CCMs;
Price
et al.
, 2013
, Oakley
et al.
2014
)
. Found in nearly all
terrestrial
plants
(Jungnick
et al
. 2014) and a variety of algae (Xu
et al
. 2012)
, there are two general types of
CCMs, C4 and Crassulacean
Acid Metabolism (CAM) pathways
(Jungnick
et al.
, 2014)
.
Fundamentally, both processes attempt to increase uptake and fixation of CO
2
, concentrating
carbon around RuBisCO
(Price
et al.
, 2013)
. Increased
PCP
expression yields increases in light
energy transfer and therefore, increased carbon availability, boosting potential survivorship of
the symbiont
(Reynolds
et al.
, 2008)
. Hence, it is plausible that
my
observation of increased
PCP
expression under stress is a mechanism used by zooxanthellae to increase CCM.
In addition to increased
PCP
,
PsaE
, a protein involved in the stabilization of interactions
within the photosystem 1 complex (PSI), elevated expression in zooxanthellae from Ac
er24 sub
-
samples
relative to those at Birthday reef
.
PsaE
expression increases in the cyanobacterium
Synechocystis
spp. during light stress
(Jeanjean
et al.
, 2008)
.
The
increases in
psaE
expressio
n
counteracts the effects of reactive oxygen species (ROS), whose presence breaks down
photosystem II machinery
(Mayfield
et al.
, 2011)
. ROS production is a common response
of
Symbiodinium
spp. to bleaching conditions
(Lesser, 2006)
. Increases in the
expression of
stabilizing protein
psaE
in Acer24 reef samples may represent an initial attemp
t to counteract
degradation of photosynthetic machinery repair as reported in McGinley
et al.
(
2012a)
for
Symbiodinium
spp. A13. Increases in the expression of
psaE
also demonstrate the higher
stressful environment offs
hore.
52
The
lack of an
effect of transplantation and the retention of zooxanthellae gene
expression patterns from reef of origin, demonstrates that environmental change does not
influence the expression patterns of zooxanthellae genes investigated in this
study. If
acclimatization were an important means of counteracting bleaching susceptibility, zooxanthellae
gene expression patterns would have likely changed in the transplant experiment. Instead, gene
expression may be genetically determined by
adaptation
, as was also proposed for the coral host
(Kenkel
et al.
, 2015)
. The lack of acclimatization demonstrated in gene expression parallels
previous work demonstrating a lack of change in zooxanthellae subclade type populations
associated with
P. a
streoides
from Acer24 and Birthday reefs in response to reciprocal transplant
(Hauff
et al.
, In Review). Differences in zooxanthellae subclade populations seen in Hauff
et al.
(In Review) reflect variation in genetic material for natural selection to act u
pon, and may have
resulted in locally adapted populations of zooxanthellae at Acer24 and Birthday reefs.
To predict how coral reefs will change in response to bleaching induced stress, it is
important to understand mechanisms involved in bleaching suscep
tibility of zooxanthellae
associated with scleractinian corals. Although demonstrating a lack of acclimatization to
environmental change,
my
gene expression results suggest that zooxanthellae associated with
Porites astreoides
in the Florida Keys are functionally variable and
the lower expression of stress
response genes relative to the offshore likely reflects better adaptation
to bleaching susceptibility
inshore. If zooxanthellae are given time to adapt,
P. astreoides
may res
pond positively in a
climate change scenario due to r
educed bleaching susceptibility
.
Additionally, I demonstrated a
link between
G3PDH
gene expression
and bleaching, which may be a good bioindicator gene of
zooxanthellae apoptotic activation.
F
uture studi
es
regarding responses of
P. astreoides
to heat
53
stress should focus on evaluating the response of
Symbiodinium
spp.
gene expression under
bleaching temperatures
and other synergistic stressors such as disease.
54
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59
CHAPTER 3
FUNCTIONALLY VARIABLE
SYMBIODINIUM
SPP. DISPLAY SIMILAR REPONSES TO
BLEACHING AND DISEASE STRESS IN THE LOWER FLORIDA KEYS
ABSTRACT
bleaching and disease. Recent variation in susceptibility to moderate bleaching stress has been
rep
orted for symbiotic algae (
Symbiodinium
spp.) of the coral
Porties astreoides
between inshore
and offshore reefs in the Florida Keys. Continued survival of
P. astreoides
depends on the ability
of the coral to survive extreme bleaching events and synergisti
c disease stress.
I
conducted a
laboratory experiment to investigate the influence of acute high temperature (32°C for eight
hours) and disease (lipopolysaccharide of
Serratia marcescens
) on five metabolically related
genes of
Symbiodinium
spp. from insho
re and offshore
P.
astreoides
. Gene expression did not
differ between reefs, or as a consequence of acute exposure to heat or heat and disease. This
contrasts to results from a separate field study that showed differences in expression of several of
the same genes between the same ins
hore and offshore reefs. Several factors may account for the
lack of variation in gene expression such as zooxanthellae response to moderate chronic versus
acute stress, host protection and/or the targeting of zooxanthellae by
S.
marcescens
. Patterns
repor
ted here imply that functional variation in zooxanthellae observed under conditions of
chronic moderate stress is lost under
the
acute extreme conditions studied here.
INTRODUCTION
Scleractinian coral have recently experienced up to 80% mortality in the
Florida Keys
(Ruzicka
et al.
, 2013)
. Coral bleaching and disease are the leading stressors threatening the
mortality of coral reef
s
(Harvell
et al.
, 2002)
. Recent studies show that coral symbiont clade
60
types (
Symbiodinium
spp.), also known as zooxanthellae, vary in susceptibility to bleaching and
disease stress
(Sampayo
et al.
, 2008; Hauff
et al.
, 2014
;
Hauff
et al.
,
In Review). However, these
studies assessed stress responses of zooxanthellae in culture, or under conditions of chronic
moderate stress. Ch
ronic moderate stress refers to elevated levels of a stressor experienced over a
lengthy period of time (i.e. weeks or months). Chronic moderate stress will produce a response
such as bleaching, but may not result in death
(Dikou & van Woesik, 2006)
.
Acute, extreme
stress is often associated with short periods of drastically elevated temperatures, but may also be
related to extremes in irradiance, disease, or the synergistic effect of two or more environmental
variables
(Lirman
et al.
, 2011
)
.
Herein,
I
differentiate chronic and acute stress on the basis of
time. Importantly, the continued success of coral reefs is likely dependent on the ability of
zooxanthellae to survive acute extreme stress and the synergistic effects of bleaching and
disease
(Hauff
et al
.
, 2014; Palumbi
et al.
, 2014)
.
Coral bleaching has contributed to
considerable
declines in coral cover in the Florida
Keys
(Ruzi
cka
et al.
, 2013)
. Bleaching is modestly defined as the expulsion of zooxanthellae
from the host gastrodermal cavity
resulting in the exposure of the white coral skeleton
(Gates
et
al.
, 1992)
. It can result in mortality
and i
s tightly linked to elevated
seawater temperatures
(Goreau & Hayes, 1994)
, but can also be promoted by other stressors such as irradiance and
sedimentation
(Brown, 1997)
.
In addition to bleaching, disease
plays
a large role in the mortality
of coral in t
he Florida Keys.
Increased
disease related mortality is a function of both the number
of coral species with diseases and the frequency of diseased reefs
(Porter
et al.
, 2001)
.
A
croporid
serratosis
refers to
White Pox Disease
specifically
caused by
Serratia marcescens
(Patterson
et
al.
, 2002)
.
S.
marcescens
is
derived from
the
gut
of animals, includin
g humans,
and
was
61
identified
in wastewater
of the Florida Keys
(Sutherland
et al.
, 2011)
. Acroporid se
rratosis
has
caused
a 70% loss of
Acropora palmata
species in the Florida Keys
(Patterson
et al.
, 2002)
.
In the Florida Keys, higher rates of bleaching have been observed in offshore
Porites
astreoides
relative to their inshore counterparts (Haslun
et al.
, In Review). The expression of
metabolically related zooxanthellae genes was also higher in the offshore reef (Hauff
et al.
,
Chapter 2
). Both of these results likely reflect a response to chronic moderate stress.
To my
knowledge, the effects of
disease
on
the expression of zooxanthellae genes have not been
described
previously
.
In order to determine the synergistic effects of
heat
and disease on functionally variant
populations of zooxanthellae,
I
measured the expression of
five
metabolically related
Symbiodinium
spp.
genes,
Cox
,
G3PDH
,
SCP2
,
PCP
and
psaE
to bleaching temperatures and
the
combination of bleaching temperatures and
lipopolysaccharide (LPS) from
S.
marcescens
.
Lipopolysaccharide are large
molecules found on the outer membrane of gram
-
nega
tive bacteria
(Raetz & Whitfield, 2002)
. When present, LPS
elicit
s a strong immune response
in infected
organisms
(Maverakis
et al.
, 2015)
.
Conducting a laboratory study to determine
the effects of
acute (8
-
hour) heat and disease stress
allowed
me
to
assess the response
of
zooxanthellae
to
acute
bleaching and dise
ase.
Variation in the response
of zooxanthellae
to acute stress
in the
laboratory
compared to
the
chronic moderate stress experienced in the field allowed us to make
inferences of the role of the coral host in response to acute stress.
METHODS
Coral
Collection and Preparation
62
My
laboratory experiment involved fragments of
Porites astreoides
associated with a
two
-
year field experiment conducted at
off
shore
Acer24 reef (
24.55268 N
-
81.43741 W) and
inshore Birthday reef (24.57917
N
-
81.49693
W)
(Permit
# FKNMS
-
2011
-
107)
(Haslun
et al.
, In
Review; Hauff
et al.,
In Review)
.
The two reefs experience distinct temperature and turbidity
regimes. Birthday reef experiences higher mean average annual temperatures (~1°C) and
turbidity than Acer24 reef. However, re
lative to Birthday reef, there is more bleaching at Acer24
reef, likely due to
greater levels of
irradiance (Haslun
et al.,
In Review). For field experiments,
16x16 cm
2
fragments of
P. astreoides
were sampled at each reef and sectioned into equal halves.
Each half was either replaced at the reef of origin or transplanted to the counterpart reef. At the
end of the field experiment,
P. astreoides
fragments originating and replaced at Birthday (n=6)
and Acer24 (n=6) reef were brought back to Mote Marine Tropical Laboratory (MMTL). Upon
arrival, all 12 fragments were sectioned again and allowed to recover for 72 hours in a shaded
flow through water table prior to use in the laboratory experiment discus
sed herein.
For the current experiment,
P. astreoides
fragments were sectioned into nine 2.5 cm
2
fragments for a total of 108 samples (54 per site). The nine pieces resulting from each of the 12
fragments were used to accommodate a laboratory design cons
isting of three fragments for
controls and three fragments for each of two treatment levels described below.
Temperature and Bacteria Experiments
Two treatment levels and one control were used in experiments: a
temperature
level
known to cause bleaching
in which
both
the
bleaching
temper
ature
and
S. mars
escens
lipopolysaccharide
were applied
(Sigma Aldrich, St. Louis MO, USA)
; the latter application was induced
to mimic the onset of
63
disease. Purified
LPS is a common reagent used to elicit immune responses in human and animal
studies
(Maverakis
et al.
, 2015)
.
I
chose to use purified LPS instead of
S. mars
escens
colonies to
minimize
potential
cross contamination
of
S. marsescens
into the environment
, as MMTL is
located directly adjacent to a public waterway. Additionally, LPS was not added to flow
-
through
sections of the experimental design, see below. Control fr
agments were maintained in
experimental tanks at ambient temperature (28°C) without exposure to LPS.
Experiments were conducted by placing coral fragments in custom made acrylic boxes
(2.5 x 7.5 x 7.5 cm) set within 38
-
liter fish tanks. The acrylic boxes
included three distinct
subdivisions each of which housed a single coral fragment. Because each subdivision was
isolated from one another, individual coral fragments were entirely independent. Six 38
-
liter
tanks containing five acrylic boxes each were used
in the experiment. Because each acrylic box
contained three subdivisions, this resulted in 90 experimental units. The experimental designs for
the six tanks included two controls with a total of 30 experimental units and two tanks for each
of the two trea
tments, with 30 experimental units for each. The six 38
-
liter tanks were filled with
artificial sterile seawater (ASSW, Instant Ocean
) and placed in flow
through water tables. Water tables were 680 liter, fiberglass troughs with seawat
er pumped
through
via
the adjacent
waterway to aid in temperature maintenance
.
Coral fragments were rinsed in ASSW prior to placement in acrylic box subsections.
ASSW held within the tanks was circulated
via
pumps inside the tanks but external to acryli
c
boxes. Heaters placed external to the acrylic box maintained temperatures characteristic of
bleaching (32
°
C
±
0.5) and were monitored with HOBO
Bourne MA, USA)
. For the disease response treatment,
LPS from
S. mars
escens
(1 mL, 5
g/mL)
was added using disposable plastic pipettes. Additionally, 1 mL of ASSW was added to
64
the heat treatment and control tanks for consistency.
Coral fragments were exposed to treatments for eight hours. Within that period of time,
individual
subdivisions were aerated each hour
via
air infusion using disposable pipettes. Water
was aerated (C. Page MMTL, per. obs.) taking care not to disturb the fragments. At the end of
each experiment, coral fragments were removed from their individual tanks u
sing sterile tongs,
wrapped in combusted foil and placed in freezer bags. Coral fragments were then immediately
flash frozen in liquid nitrogen and stored at
-
80
°C until processing.
RNA Extraction, qRT
-
PCR and Data Analysis
RNA extractions, cDNA prepara
tions and qRT
-
PCR were conducted as outlined in Hauff
et al.
, (In Review). Gene expression of zooxanthellae genes
Cox
,
PCNA
,
SCP2
,
G3PDH
,
PCP
and
psaE
were evaluated in each control and treatment coral fragment.
The
se were the same
genes used in
zooxanthellae gene expression studies by Hauff
et al.
,
(In Review). Gene and
primer information may be found in Hauff
et al.,
(In Review)
(Table 1). Technical replicates
were analyzed in duplicate and negative controls confirmed the absence of genomic DNA
contamination. This yielded a total of n=1,296 analyses.
Statistical analyses were performed in R (v3.1.3) using the specialized package
MCMC.qpcr
(Matz
et al.
, 2013
; R Core Team 2014). Within this package, raw qRT
-
PCR
data is
converted to molecule counts. Counts are then described under a Poisson
-
lognormal error using
generalized linear mixed models.
This approach was used as it allows any number of random and
fixed effects, accounts for low amplification, increases
model power by analyzing all genes
simultaneously in one model, and allows for analysis without the use of housekeeping genes
65
(Matz
et al.
, 2013)
. The addition of a housekeeping gene
PCNA
however, decreases the risk of
bias, and therefore, was used here.
A
two
-
This resulted in a model describing the individual effects of each fac
tor, in addition to the
interaction effect (i.e. the site dependent effect of treatment).
I
ran three Markov Chain Monte
Carlo chains for 25,000 iterations with the first 4,000 discarded as burn
-
in. The model was
-
PCR data generated her
e from one previously established housekeeping
gene (
PCNA
,
McGinley
et al.
, 2012)
. Diagnostic plots using the function diagnostic.mcmc(
)
were analyzed to confirm linear modeling as an appropriate application for this data set.
RESULTS
No significant effect of site or treatment was found on the expression of
Cox
,
G3PDH
,
SCP2
,
PCP
or
psaE
between Acer24 and Birthday reef zooxanthellae
associated with the
coral
fragments (p>0.05, Table 4
). For example, gene expression of
Cox
was not different between
Acer24 and Birthday reef fragments or between control and experimental treatments from the
same site. The interaction of site and treatmen
t also did not have a significant effect on
zooxanthellae expression (p>0.05, Table1). For instance, the gene expression of
Cox
in heat
-
stressed
Symbiodinium
spp. from Acer24 reef was not different from the expression of
Cox
heat
-
stressed zooxanthellae fro
m Birthday reef. Pair
-
wise comparisons showed no significant
differences in gene expressio
n among treatments and controls.
The expression of
Cox
in
zooxanthellae harbored in control fragments from Birthday reef was not significantly different
66
from the expr
ession of
Cox
in zooxanthellae harbored in fragments from Birthday reef exposed
to heat or heat+LPS treatments (p>0.05).
Treatment
Gene
Post.mean
l
-
95% CI
u
-
95% CI
Eff.samp
pMCMC
Reef
Cox
2.187638
-
0.139690
4.479140
1000.0
0.068
Reef
G3PDH
0.504446
-
0.644153
1.417098
1000.0
0.334
Reef
PCP
0.245573
-
0.812485
1.259310
1000.0
0.636
Reef
PSAE
0.038782
-
0.910168
1.093089
1000.0
0.914
Reef
SCP2
1.174183
-
0.081910
2.613642
1000.0
0.102
Reef
PCNA
0.353228
-
0.635999
1.392324
1000.0
0.538
Heat
Cox
0.631882
-
1.126961
2.276879
1000.0
0.452
Heat
G3PDH
0.370865
-
0.632919
1.328137
1000.0
0.466
Heat
PCP
0.410617
-
0.656092
1.311776
1000.0
0.430
Heat
PSAE
0.418968
-
0.651622
1.390965
1000.0
0.414
Heat
SCP2
0.603772
-
0.547622
1.572087
1000.0
0.300
Heat
PCNA
0.024704
-
0.753097
0.877509
1000.0
0.980
LPS
Cox
0.007293
-
1.872295
1.749692
898.7
0.986
LPS
G3PDH
0.345562
-
0.654212
1.385999
1000.0
0.520
LPS
PCP
0.613552
-
0.434824
1.643339
798.5
0.262
LPS
PSAE
0.556251
-
0.492400
1.607295
799.0
0.314
LPS
SCP2
0.223214
-
0.903428
1.304645
1000.0
0.686
LPS
PCNA
-
0.001164
-
0.869460
0.914153
1000.0
0.982
Reef+Heat
Cox
-
1.832442
-
4.065119
0.415856
872.3
0.094
Reef+Heat
G3PDH
-
0.088287
-
1.412416
1.204037
1000.0
0.904
Reef+Heat
PCP
-
0.061582
-
1.457569
1.138234
709.4
0.916
Reef+Heat
PSAE
0.009594
-
1.246905
1.411503
732.4
0.994
Reef+Heat
SCP2
-
0.163576
-
1.403211
1.327639
1000.0
0.816
Reef+Heat
PCNA
-
0.145029
-
1.095284
0.821031
867.0
0.768
Reef+LPS
Cox
-
0.438337
-
2.817670
1.779693
1000.0
0.712
Reef+LPS
G3PDH
-
0.110682
-
1.423377
1.182371
1000.0
0.848
Reef+LPS
PCP
-
0.414284
-
1.808073
0.857795
1000.0
0.526
Reef+LPS
PSAE
-
0.086955
-
1.474356
1.181806
1000.0
0.886
Reef+LPS
SCP2
0.069792
-
1.298356
1.489236
1000.0
0.918
Reef+LPS
PCNA
-
0.126965
-
0.963841
0.885971
1121.8
0.770
Table 4. Two
-
way model for an experiment testing the effects of reef, heat and heat+LPS on the
gene expression of
Cox
,
G3PDH
,
PCP
,
psaE
,
SCP2
and
PCNA
under the MCMC.qpr package.
Post means are reported as well as lower and upper credible intervals, effect
ive sample size and
p
-
PCNA
as a housekeeping gene and run with 25,000
iterations, with the first 4,000 discarded as burn
-
in. Coral colony individual was used as a
random factor. Reef fragments were from Acer24 or Bir
thday reef and exposed to 28°C. Heat
treatments were fragments from both reefs exposed to 32°C, and heat+LPS treatments were
fragments from both reefs exposed to 32°C+LPS from
Serratia marcescens
. Asterisk denotes a
p
-
value <0.05
.
67
Although not significant
, t
he
cumulative
effect of heat stress on the expression of each of
these genes generally resulted in an increase in
gene expression
through time. For some genes
(e.g.
Cox
), an increase in temperature resulted in a decrease in expression (Figure
8
). The only
other time a decrease in gene expression was observed was when
PCP
and
PSAE
were exposed
to the heat+LPS treatment. In addition, depending upon treatment, the stress resulted in a 2
-
fold
increase in expression
relative to the control
(e.g.
Co
x
,
SCP2
; Figure
8
).
Figur
e 8
: By
-
gene plot of normalized log
2
-
transformed expression values (±SEM) of
experimental genes from all samples.
Orange
lines represent fragments exposed to control
treatments (28°C),
green
lines represent fragments exposed to h
eat treatments (32°C) and
blue
lines
represent fragments exposed to heat+LPS treatments (32°C+LPS from
Serratia marcescens
). Whiskers denote 95% credible intervals.
68
DISCUSSION
The continued success of coral reefs will likely be determined by the ability of
coral
-
zooxanthellae
association
to survive exposure to chronic moderate stress and acute extreme
bleaching events
(Sampayo
et al.
, 2008; Palumbi
et al.
, 2014)
. While chronic moderate stress is
commonly experience
d by zooxanthellae on reefs in the Florida Keys
(Ruzicka
et al.
, 2013
;
Haslun
et al.
, In Review) acute stress is a more transient phenomenon poorly described in the
literature. Most studies report
a
response of the coral host and imply
that
such effects
also impact
the
metabolism of the
symbionts
(Barshis
et al.
, 2013; Kenkel
et al.
, 2015)
. In a complimentary
field study,
I
showed bleaching and elevated expression of zooxanthellar metabolic genes in
response to chronic moderate stress at offshore Acer24 reef (Hauff
et al.,
In Review). To
evaluate the influence of acute stress on zooxanthellae gene response
I
exposed coral from
Acer24 and Birthday reef to a high temperature (32°C) stress, and high temperature combined
with LPS from
S. mars
escens
; a treatment that represents
a primary stress coupled
with
a
secondary stress (i.e. disease).
Although
my
data was
not statistically significant, cumulative trends demonstrate
increased expression of five of the six zooxanthellar genes
relative to the experimental control
in
-
reaction
in which
cumulative gene expression increases one or two
-
fold, increasing
photosynthetic capacity (i.e.
PCP
and
psaE
increases
, Figure 8
). Up regulation of photosynthetic
genes is likely a mechanism to amplify zooxanthellae metabolism (i.e. incre
ased
G3PDH
, Figure
8
). At a cellular level, the consequence of increased metabolism is likely an increase in symbiont
DNA synthesis, as well as DNA repair due to mutations
(Rui
z
-
J
ones & Palumbi, 2015)
.
Increased DNA synthesis was observed in this study
via
an overall trend of increased
PCNA
69
concentration
(Figure 8
). As metabolic activity increases,
Symbiodinium
spp. also augment
their
ability to transfer lipids (i.e. the increase in lipid
-
transfer protein
SCP2
, Figure
8
).
My
expectation is
that as photosynthetic machinery ramps
-
up its production of photosynthate (i.e.
lipids), lipid products need to be used or transferred to the
host.
SCP2
is likely a mechanism to
increase lipid transport to the host coral.
Although
I
observed a general cumulative increase in metabolic activity in zooxanthellae,
it is possible that the algae are less stressed (i.e. non
-
significant gene expressi
on) than the host in
laboratory conditions experienced here. This result is perplexing as significant changes in algal
gene expression were measured in the companion field study, even though summer temperatures
and irradiance in the field study were not o
utside the norm for these reefs (Hauff
et al.
, In
Review, Haslun
et al.,
In Review). As elevated temperatures and irradiance persisted for several
weeks in the field, perhaps these environmental conditions manifested themselves as a chronic
stress.
I
recom
mend that future studies pay close attention to subtle changes in temperature, even
over a short duration.
I
suspect that zooxanthellae genes respond differently under acute and
chronic stress, with this difference contributing to dissimilarities reported
in the current and field
experiment. As such, the implications to the dynamics of symbiosis may be considerable.
Contrary to chronic stress and variable gene expression observed from samples collected
in the field in Hauff
et al.
(In Review), there were
no significant differences in zooxanthellae
gene expression between Acer24 and Birthday reef fragments exposed to high temperature as the
primary stressor, and disease as the secondary stressor. However,
I
did observe a cumulative
increase in expression o
f zooxanthellae genes. For instance, the only symbiont genes showing
decreased expression with the addition of disease were
PCP
and
PSAE
-
which are both related
to photosynthesis.
I
viewed this decrease as peculiar as it would seem natural to increase
70
me
tabolism as a mechanism to counteract disease. Instead, however, the opposite occurred.
I
The evolution of plant and pathogen is a dynamic interaction where
by
pathogens evolve
to maximize nutrient intake, ensuring their future success
(Berger
et al.
, 2007)
. In this context,
the synthesis of an energy source
photosynthate
and its availability for use, is a competition
between organisms
(Selvaraj & Fofana, 2012)
,
in which
a pathogen will often reprogram a plants
metabolism to suit its own needs
(Biemelt & Sonnewald, 2006)
. In
this
case,
the application of
LPS
mimicked
a pathogen
attack
,
I
believe that the zooxanthellae responded by undergoing a
(i.e.
Symbiodinium
spp.) down
-
regulated
photosynthesis as a mechanism to starve the pathogen
(Selvaraj & Fofana, 2012)
. This is a
common occurrence in
terrestrial plants
(Kocal
et al.
, 2008)
, but poorly described in aquatic
habitats. Although not shown in this study Cervino
et al.
(2012)
demonstrated decreased
photosystem II quantum yields under disease stress, supporting
my
speculations.
Garavaglia
et al.
(
2010)
describes rep
rogramming of a hosts metabolism as a first step in
a pathogens attempt to control its host. As the host attempts to starve the pathogen, the microbe
-
sensitivi
ty genes, resulting in localized programmed cell death (PCD) and/or hypersensitive
responses restricting pathogen growth but preventing its elimination. In terrestrial plants the
phenotypic response of this stress yields irregular spots that are visualized
as small dark brown
spots with a tan/yellow border
(Kim
et al.
, 2010)
. In coral reef ecology, the aforementioned
phenotype displays resemblance to coral diseases such as Yellow Band Disease
(Cervino
et al.
,
2001)
and dark spot disease
(Gil
-
Agudelo & Garzón
-
Ferreira, 2001)
.
7
1
I
speculate that the differences observed here over a short time period (8 hours) may have
been insufficient when compared to the chronic expression obs
erved in an earlier study (Hauff
et
al
. In Review). It is also plausible that this coral species is well adapted to short acute responses
of temperature and/or temperature and disease as observed by the increased concentration of
particular genes (i.e. G3P
DH = metabolism) despite the lack of statistical significance. This is
plausible as
P. astreoides
is considered a dominant coral on reefs of the Florida Keys
in a region
known to experience elevated temperatures and disease
(Green
et al.
, 2008)
.
In addition to insufficient exposure time
as a cause of the lack of a gene response
, the
coral host may influence zooxanthellae gene expression by providing protection to
zooxanthellae. This possibility is suggested by the observation that
in hospite
zooxanthellae
experience less photosynthetic d
egradation than cultured zooxanthellae when exposed to short
-
term bleaching conditions
(Bhagooli
et al.
, 2010)
. Because the viability of zooxanthellae
metabolism is not independ
ent of the coral host, understanding the response of the coral host to
heat and disease conditions is relevant to the current study. Using the same samples as this study,
Haslun
et al
. (In Review B) evaluated the genetic response of the coral host. Coral h
ost genes
associated with bacterial recognition increased under acute heat and disease stress. This suggests
that coral, rather than zooxanthellae, are the first responders to acute stress. Cultured
zooxanthellae provide a unique way to further understand
the role of host protection, as they are
completely void of host tissues. In order to determine whether the host is indeed providing
protection, gene expression of cultured zooxanthellae exposed to
the same levels of
heat and
disease stress should be compa
red to responses demonstrated here. Deciphering
which
symbiotic
partner
experiences the lions
-
share of acute stress
(Sammarco & Strychar, 2009)
will be key in
determining the range at
which
coral holobionts can resist acute extreme episodes of stress.
72
The response of zooxanthellae to heat and disease appears to vary among clades. Hauff
et
al.
(2014) reported higher rates of apoptosis in
Symbiodinium
spp. clade C1 synergistically
affected by heat and Yellow Band Disease (YBD) pathogens. The same synergistic effect was
not demonstrated in
Symbiodinium
spp. clade B2. While YBD specifically target
s zooxanthellae
(Cervino
et al.
, 2004)
,
S.
marcescens
does not.
If
S.
marcescens
targeted host coral cells as
shown in Haslun
et al.
, (In ReviewB), rather than zooxanthell
ae, this could explain the absence
of zooxanthellae gene expression in the current experiment. Owing to differences in variability
among clades discussed above, and paucity of studies at different temperatures and disease
regimes, the synergistic effect of
elevated temperature and disease
on zooxanthellae
remains
unresolved. Investigations into the impacts of
S.
marcescens
specifically are a particularly
important line of investigation. I
ncreased virulence of
S. marcescens
is
linked to elevated water
temperatures and bleaching, yielding
host
tissue loss rates of up to 2.5 cm
2
per day
(Patterson
et
al.
, 2002)
.
While
S.
marcescens
virulence is enhanced with elevated temperature
(Patterson
et al.
,
2002)
, some pathogens are not able to e
stablish themselves under extreme temperatures. Cervino
et al.
(
2004)
demonstrated increased spreading rates of YBD lesions with elevated temperatures,
but only after
infectivity of YBD
at ambient temperatures. If exposure to ambient temperatures is
similarly required for the
S.
marcescens
pathogens, this could be another fa
ctor accounting for
the absence of differential gene expression observed herein.
Short
-
term perturbations such as acute stress are difficult to capture in the field. As a
counterpart to field studies, laboratory studies are important as they allow for man
ipulation and
the capture of acute stress perturbations.
My
study demonstrated an absence of statistically
significant functional variability to acute stress, even though functional variation in
73
zooxanthellae populations from
P. astreoides
as a consequence
of chronic stress was established
under similar or less stressful conditions
in the field. The role of the host as a protective
mechanism may explain the apparent lack of variability reported. Alternatively, the short time
period may have also skewed the
results
, indicating longer sampling intervals are required
to
induce a significant stress response in zooxanthellae
. The ecological implications of the field
and lab findings suggest that the response of the coral holobiont to stress is dynamic. As such,
the future persistence of
P. astreoides
is dependent on a myriad of environmental and biological
knowledge, this study marks the first study of zooxanthellae gene exp
ression in response to
synergistic temperature as a primary stress coupled to disease as a secondary stress.
74
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