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Inflammatory challenge increases measures of oxidative stress in a free-ranging, long-lived mammal

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Oxidative stress - the imbalance between reactive oxygen species (ROS) and neutralising antioxidants - has been under debate as the main cause of ageing in aerobial organisms. The level of ROS should increase during infections as part of the activation of an immune response, leading to oxidative damage on proteins, lipids and DNA. Yet, it is unknown how long-lived organisms, especially mammals, cope with oxidative stress. Bats are known to carry a variety of zoonotic pathogens and at the same time are despite their high mass-specific basal metabolic rate unusually long-lived, which may be partly caused by low oxidative damage of organs. Here, we ask if an immune challenge causes oxidative stress in free-ranging bats, measuring two oxidative stress markers. We injected 20 short-tailed fruit bats (Carollia perspicillata) with bacterial derived lipopolysaccharides (LPS) and 20 individuals with phosphate-buffered saline solution (PBS) as a control. Individuals injected with LPS showed an immune reaction by increased white blood cell count after 24h, whereas there was no significant change in leukocyte counts in control animals. The biological antioxidant potential (BAP) remained the same in both groups, but reactive oxygen metabolites (ROM) increased after treatment with LPS, indicating a significant increase in oxidative stress in animals when mounting an immune reaction toward the inflammatory challenge. Control individuals did not show a change in oxidative stress markers. We conclude that in a long-lived mammal, even high concentrations of antioxidants do not immediately neutralise free radicals produced during a cellular immune response. Thus, fighting an infection may lead to oxidative stress in bats.
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4514
INTRODUCTION
All aerobic organisms produce reactive oxygen species (ROS) as
by-products during energy production in mitochondria. In fact, it is
estimated that around 2–3% of oxygen consumed by cells is
diverted to generate superoxide and hydrogen peroxide, two of the
most important ROS (Chance et al., 1979). ROS are highly reactive
and thus can lead to oxidative damage by peroxidation of membrane
fatty acid chains, modification of DNA and loss of sulfhydryls and
carbonylation in proteins (Sohal et al., 1990; Sohal and Weindruch,
1996; Goyns, 2002). An animal can mitigate these negative effects
by raising an antioxidant barrier, which may consist of both
exogenous, diet-derived antioxidants such as vitamin E, and
endogenously produced antioxidants such as uric acid or antioxidant
enzymes (e.g. superoxide dismutases and peroxidases), converting
ROS into less reactive molecules. An imbalance between pro-
oxidants and antioxidants results in oxidative stress, which may
impair the metabolism of an organism by causing oxidative damage
as described above (Rose et al., 2002). Oxidative stress causes
senescence in cells and is therefore hypothesised to be an important
modulator of life-history trade-offs in vertebrates (Costantini, 2008;
Nussey et al., 2009); it has consequently been regarded as the main
cause of ageing in the literature of past decades (Harman, 1955).
However, the free-radical theory of ageing has recently been
challenged, as experimental and correlative studies do not always
support the hypothesis that high oxidative stress leads to shorter
lifespans (Speakman and Selman, 2011).
As the creation of ROS generally increases proportionately with
the amount of energy produced, i.e. with mass-specific metabolic
rate, animals with a high mass-specific metabolic rate should have
a shorter life span than species with a low mass-specific metabolic
rate (Pearl, 1928; Harman, 1955; Sacher, 1959). Evidence for this
free-radical theory of ageing suggested by Harman (Harman, 1955)
has been found in many empirical studies. In general, small
mammals with relatively high basal metabolic rates have lower life
expectancies than large mammals with low basal metabolic rates
(Hulbert et al., 2007). Variations in longevity among species have
also been shown to correlate negatively with the amount of
superoxide anion radicals produced in mitochondria (Tolmasoff et
al., 1980; Sohal and Weindruch, 1996) and oxidative damage of
mitochondrial DNA (Adelman et al., 1988; Barja and Herrero, 2000).
The negative correlation of mass-specific metabolic rate and
longevity among mammals comes with a few exceptions: for
example, small-sized bats may live about 3–4times longer than
similar-sized terrestrial mammals (Austad and Fischer, 1991;
Wilkinson and South, 2002), but at the same time, their metabolic
rates are exceptionally high because of their ability of powered flight
(Munshi-South and Wilkinson, 2010). Thus, the question arises of
whether the high mass-specific metabolic rate of bats produces more
pro-oxidants than that of similar-sized terrestrial mammals, and if
so, whether bats show increased oxidative damage. If bats indeed
have to cope with high oxidative stress, what factor predisposes
them for long life expectancies? Initial studies on oxidative stress
SUMMARY
Oxidative stress – the imbalance between reactive oxygen species (ROS) and neutralising antioxidants – has been under debate
as the main cause of ageing in aerobial organisms. The level of ROS should increase during infection as part of the activation of
an immune response, leading to oxidative damage to proteins, lipids and DNA. Yet, it is unknown how long-lived organisms,
especially mammals, cope with oxidative stress. Bats are known to carry a variety of zoonotic pathogens and at the same time
are, despite their high mass-specific basal metabolic rate, unusually long lived, which may be partly the result of low oxidative
damage of organs. Here, we asked whether an immune challenge causes oxidative stress in free-ranging bats, measuring two
oxidative stress markers. We injected 20 short-tailed fruit bats (Carollia perspicillata) with bacterially derived lipopolysaccharide
(LPS) and 20 individuals with phosphate-buffered saline solution (PBS) as a control. Individuals injected with LPS showed an
immune reaction by increased white blood cell count after 24h, whereas there was no significant change in leukocyte count in
control animals. The biological antioxidant potential (BAP) remained the same in both groups, but reactive oxygen metabolites
(ROMs) increased after treatment with LPS, indicating a significant increase in oxidative stress in animals when mounting an
immune reaction toward the inflammatory challenge. Control individuals did not show a change in oxidative stress markers. We
conclude that in a long-lived mammal, even high concentrations of antioxidants do not immediately neutralise free radicals
produced during a cellular immune response. Thus, fighting an infection may lead to oxidative stress in bats.
Key words: reactive oxygen metabolites, immune response, bat, antioxidants.
Received 8 May 2013; Accepted 28 August 2013
The Journal of Experimental Biology 216, 4514-4519
© 2013. Published by The Company of Biologists Ltd
doi:10.1242/jeb.090837
RESEARCH ARTICLE
Inflammatory challenge increases measures of oxidative stress in a free-ranging,
long-lived mammal
Karin Schneeberger
1,2,
*, Gábor Á. Czirják
1
and Christian C. Voigt
1,2
1
Leibniz Institute for Zoo and Wildlife Research, Alfred-Kowalke-Strasse 17, 10315 Berlin, Germany and
2
Department of
Animal Behaviour, Freie Universität Berlin, Takustrasse 6, 14195 Berlin, Germany
*Author for correspondence (schneeberger@izw-berlin.de)
THE JOURNAL OF EXPERIMENTAL BIOLOGY
4515Oxidative stress and immune response in bats
in bats have shown that bats have lower levels of protein oxidation
than terrestrial mammals (Brunet-Rossinni, 2004). Potentially, bats
may have potent repair mechanisms for damage caused by oxidation.
It has recently been shown that genes regulating repair mechanisms
for DNA damage are positively selected for in bacteria (Sghaier et
al., 2008) and potentially also in vertebrates. However, low oxidative
damage in bats may also be explained by (1) low pro-oxidant
production, (2) high antioxidant levels, or (3) a combination of both.
Indeed, bats seem to produce lower levels of pro-oxidants than
terrestrial mammals (Brunet-Rossinni, 2004), and also have higher
levels of both enzymatic and non-enzymatic antioxidants in their
organs (Wilhelm Filho et al., 2007). Thus, low oxidative stress may
be causative for the exceptional longevity of bats. However, it
remains to be investigated why bats have such a low level of
oxidative stress and what factors influence the production of pro-
oxidants and antioxidants.
Besides their unusually long lifespan, bats are also outstanding
with respect to their pathogen load, particularly as a reservoir for
important zoonotic pathogens (Wibbelt et al., 2010; Wood et al.,
2012) such as lyssaviruses (Kuzmin et al., 2011), coronaviruses (Li
et al., 2005) and paramyxoviruses (Drexler et al., 2012). Although
it is crucial to understand how the immune system of bats works
and how they defend themselves against these pathogens,
surprisingly little is known about bat immunity and the factors
influencing it (Dobson, 2005). Recent studies have shown a
correlation between immune parameters and ecological factors such
as dietary niche and roost use in bats (Allen et al., 2009;
Schneeberger et al., 2013). Also, experiments on Mexican free-tailed
bats (Tadarida brasiliensis) demonstrated that they can mount a
considerable cellular immune response after injection of mitogens
such as phytohaemagglutinin (Allen et al., 2009). As in most other
animals, variations in immune responses can be linked to disease
susceptibility, such as the white-nose syndrome in temperate-zone
bats that eradicated millions of bats in North America during the
last decade (Lorch et al., 2011; Moore, 2011). However, mounting
an immune response is not only energetically costly (Lochmiller
and Deerenberg, 2000) but also associated with an increased
production of ROS. During an immune response, the host metabolic
rate is usually elevated (Sheldon and Verhulst, 1996), which leads
to higher mitochondrial activity and consequently to increased ROS
production (Finkel and Holbrook, 2000). Additionally, different
white blood cell subtypes involved in immune responses produce
ROS to directly kill pathogens (Dröge, 2002), and to enhance the
activation of T-lymphocytes (Dröge, 2002; Reth, 2002). Thus, ROS
have a signalling function during an immune response and a direct
negative effect on parasites and pathogens, but can at the same time
also damage the tissue of the host. Mounting an immune response
therefore should not only lead to an increase of ROS but also change
antioxidant levels to mitigate the negative effect. A meta-analysis
of avian studies has found a positive association between immune
responses and oxidative stress markers; however, findings on how
immune responses influence both pro-oxidants and antioxidants are
inconsistent (Costantini and Møller, 2009). Furthermore, some of
these studies only involve either pro-oxidants or antioxidants, yet
it is important to measure both in order to assess the level of oxidative
stress (Costantini and Verhulst, 2009). Also, carotenoids, which are
among the most frequently assessed antioxidants in birds, have
recently been shown to play a rather minor role in the antioxidant
defence of birds (Costantini and Møller, 2008).
As bats are special with respect to their longevity, high mass-
specific metabolic rate and disease susceptibility, but apparently
show low oxidative damage, our aim was to study whether an
immune response leads to an increase in oxidative stress in bats.
Most studies on birds show an increase in ROS and a decrease in
antioxidants after an immune challenge (Costantini and Møller,
2009). Because birds and bats have high metabolic rates, we would
expect a similar effect of immune activation on oxidative stress for
the two taxa. However, antioxidants used to counterbalance pro-
oxidants may differ between birds and bats: two essential
antioxidants, α-tocopherol and retinol, have been found in all
Neotropical bat species investigated so far (Müller et al., 2007),
while β-carotene and lutein, among the most important antioxidants
in birds, were missing in five out of six bat species. Furthermore,
in contrast to many birds (Chaudhuri and Chatterjee, 1969), bats –
just like haplorhine primates, including humans (Homo sapiens),
capybaras (Hydrochoerus hydrochaeris) and guinea pigs (Cavia
porcellus) – are unable to synthesise vitamin C because they lack
L-gulonolactone oxidase (Birney et al., 1976). Thus, it might not be
feasible to extrapolate findings from birds to bats and other
mammals.
Here, we conducted an immune challenge experiment in the short-
tailed fruit bat, Carollia perspicillata (Linnaeus 1758), an abundant,
frugivorous bat species commonly found in lowland regions of the
Neotropics. This species can be kept in captivity for short periods
and has been used before in immunological studies (Greiner et al.,
2010). We asked whether mimicking a bacterial infection via
injection of lipopolysaccharide (LPS) and the resulting immune
response leads to a change in reactive oxygen metabolites (ROMs),
representing total ROS produced, and antioxidant level. Our
expectation was that the concentration of ROMs would increase
and the level of antioxidants would decrease in the bats in order to
avoid oxidative stress.
MATERIALS AND METHODS
We captured 12 C. perspicillata (six males and six females) in
November and December 2011 and 28 C. perspicillata (14 males
and 14 females) in November and December 2012, respectively,
within the vicinity of ‘La Selva’ Biological Station (10°25N,
84°00W, Province Heredia, Costa Rica) using nylon mist nets (2.5m
height; Ecotone, Gdynia, Poland) at ground level. The experiments
took place within 1week of capture of the bats. We marked bats
individually and kept them in an outdoor flight cage (3.4×6.1×2.5m)
where they were fed ad libitum with banana and papaya and provided
with water. The experiment started after all bats had been allowed
to habituate to the captive conditions for at least 3days.
At the start of the experiment, we caught all animals in the flight
cage, put them in individual cotton bags and weighed them using
a spring balance (50g capacity, Pesola, Baar, Switzerland). We took
an initial blood sample of ~60 μl from each individual by puncturing
the antibrachial vein with a sterile needle (no. C721.1, Carl Roth
GmbH, Karlsruhe, Germany) and transferring blood drops into
heparinised capillary tubes (no. 521-9100, VWR, Darmstadt,
Germany). In these samples, we measured basal antioxidant status
and immunity (see below). Then we assigned half of the individuals
of each sex randomly to the experimental group and the other half
to the control group. Animals from the experimental group were
injected subcutaneously with 50 μl of 1mgml
–1
LPS (Escherichia
coli, no. L2630, Sigma-Aldrich, Munich, Germany) in phosphate-
buffered saline solution (PBS; no. L1825, Biochrom AG, Berlin,
Germany) using a sterile disposable syringe (no. 0053.1, Carl Roth
GmbH). LPS is an endotoxin that induces an immune reaction in
treated animals, as well as sickness behaviour such as reduced
locomotion and feeding behaviour (Kozak et al., 1994). Furthermore,
endotoxins are known to generally increase oxidative stress markers
THE JOURNAL OF EXPERIMENTAL BIOLOGY
4516 The Journal of Experimental Biology 216 (24)
(Victor et al., 2004), leading to oxidative damage (Skibska et al.,
2006). Individuals of the control group were injected with 50 μl PBS
without the antigen. We weighed each bat again 24h post-injection
and took an additional blood sample. Because of the small sample
volume, we were restricted to measuring only part of the likely
complex immunological response to LPS. We therefore produced
blood smears and performed total white blood cell (WBC) counts
as a proxy for detecting an immunological reaction to LPS. The
remaining blood samples were centrifuged and the plasma was taken
and stored at 80°C until further analysis of oxidative stress
parameters. All bats were released at their site of capture after
collection of the final blood sample.
Blood smears were stained with May–Gruenwald’s solution (no.
T863.2, Carl Roth GmbH) and Giemsa (no. T862.1, Carl Roth
GmbH). We manually estimated total WBC count by counting the
cells in 10 visual fields with a microscope under 200× magnifications
(Schneeberger et al., 2013).
We measured markers of oxidative stress [dROM and biological
antioxidant potential (BAP)] using the Free Radical Analytical
System (FRAS4 evolvo; H&D srl, Parma, Italy), following the
instructions provided by the manufacturer. We measured the
concentration of ROMs using dROM-kits, which represents the total
level of hydroperoxide in plasma that is created during peroxidation
of amino acids, lipids and proteins, representing free radicals from
which ROMs are formed (Alberti et al., 2000; Buonocore et al., 2000).
We added 10 μl of plasma to a buffered chromogen, where the
derivates of ROMs form a coloured compound that can be measured
photometrically at a maximum absorbency peak of 505nm after 5min
of incubation at 37°C. According to Lambert–Beer’s law, the
absorbance is directly proportional to the concentration of ROMs and
is expressed as U Carr, where 1U Carr is equivalent to 0.08mgdl
–1
hydrogen peroxide. The antioxidant potential of the plasma was
measured using BAP-kits. We dissolved 10 μl of plasma into a
coloured solution containing ferric ions (FeCl
3
) and a chromogenic
substrate (a sulphur-derived compound). After 5min of incubation at
37°C, we measured the degree of decolouration by the plasma
antioxidants by photometry with FRAS4 evolvo. The intensity of
decolouration is directly proportional to the ability of the plasma to
reduce ferric ions and thus to the concentration of non-enzymatic
antioxidants expressed as mmoll
–1
.
All statistical tests were run using R statistical software (R
Development Core Team, 2010). As individuals were not caught
and handled at the same time, we tested whether the delay between
capture and handling had an effect on measurements of cellular
immune response and oxidative stress. We did not find such an
influence on WBC count (Spearman rank correlation; ρ=–0.160;
P=0.157), dROM (ρ=0.046; P=0.684) or BAP (ρ=0.067; P=0.559),
excluding the potential of capture and handling stress to confound
our subsequent analysis.
To test whether potential changes in measures of oxidative stress
and WBC count could be accounted for by treatment with LPS or
PBS, we calculated mixed effects models using the package ‘lme4’
(Bates et al., 2011) with the interaction between treatment and time
of sampling (before or after injection) as well as sex as fixed factors,
and of dROM, BAP or WBC count as response variable. We log-
transformed the response variables in order to achieve normal
distribution of model residuals. Individual identity was included as a
random factor in all models to account for repeated measures of the
same individual. P-values were extracted using the ‘pvals.fnc’
function of the package ‘languageR’ (Baayen, 2011). To test whether
WBC count correlated with measures of oxidative stress, we
conducted Spearman rank correlation tests.
RESULTS
Body mass was significantly connected with treatment and day of
sampling (χ
2
=12.56; P=0.006), but not with sex (χ
2
=0.22; P=0.639).
Body mass decreased 24h after LPS injection (t=–3.77; P<0.001;
Fig. 1A), but not after PBS injection (t=–0.51; P=0.612; Fig.1B).
WBC count differed significantly between day of sampling and
treatment (χ
2
=11.34; P=0.010), but not between males and females
(χ
2
=1.11; P=0.737). WBC count increased significantly 24h after
injection with LPS (t=2.99; P=0.006; Fig.1C), but only tended to
increase after PBS injection (t=1.84; P=0.070; Fig.1D).
Baseline dROM for C. perspicillata (N=40) averaged
100.33±29.75U Carr (mean ± 1 s.d.) and BAP was
2294±0.48 μmoll
1
before treatment. dROM was significantly
linked to treatment and day of sampling (χ
2
=12.52; P=0.006), but
not to sex (χ
2
=0.22; P=0.637). dROM increased significantly after
injection with LPS (t=3.34; P=0.001; Fig. 2A), but not after injection
with PBS (t=–1.13; P=0.261; Fig.2B). BAP was not related to day
of sampling and treatment (χ
2
=3.38; P=0.336; Fig.2C,D) or to sex
(χ
2
<0.001; P>0.999).
dROM was in general positively correlated to WBC count
(ρ=0.23; P=0.044), but BAP and WBC count were not significantly
connected (ρ=0.02; P=0.848).
DISCUSSION
Bats are exceptionally long-lived mammals (Austad and Fischer,
1991; Wilkinson and South, 2002) even though they have higher
mass-specific metabolic rates than similar-sized, terrestrial mammals
Body mass (g)
WBC/10 visual fields
31
29
27
25
23
21
19
17
15
250
200
150
100
50
0
Before After Before After
AB
CD
*
*
Fig. 1. Body mass decreases in individuals of the experimental group 24 h
post-treatment with lipopolysaccaride (LPS; A), but not in individuals of the
control group injected with phosphate-buffered saline solution (PBS; B).
White blood cell (WBC) count per 10 visual fields increases in animals of
the experimental group (C), but not in individuals of the control group (D).
Red lines indicate mean values before and after treatment and asterisks
indicate a significant difference at P<0.05.
THE JOURNAL OF EXPERIMENTAL BIOLOGY
4517Oxidative stress and immune response in bats
(Munshi-South and Wilkinson, 2010). Bats have a lower production
rate of ROS (Brunet-Rossinni, 2004) and also lower levels of
oxidative damage (Brunet-Rossinni, 2004). Here, we asked whether
mounting an immune response in bats leads to an increase in ROMs,
representing the total ROS created, and whether this changes the
concentration of antioxidants to mitigate oxidative stress. To the
best of our knowledge, this is the first study on the effect of mounting
an immune response on oxidative stress markers in a free-ranging
mammal.
Total WBC count increased significantly in the experimental
group 24h after antigen treatment, but not in the control group. The
contrasting results between the control and experimental group
indicate that LPS caused a cellular immune reaction in individuals
of the experimental group. This is also supported by the observation
that bats of the experimental group lost body mass, while body mass
remained constant in individuals of the control group. The loss of
body mass and associated decrease in food ingestion might be the
result of LPS-induced sickness behaviour. In mice, it has previously
been shown that LPS results in reduced locomotion and decreased
food intake (Kozak et al., 1994).
dROM increased significantly in bats injected with LPS, and
WBC count correlated with dROM. Thus, the mounting of a cellular
immune response may lead to a higher production of ROS in free-
ranging bats, which is then represented by an increased concentration
of ROMs in plasma. This pattern is similar to what has been found
in various studies on birds (reviewed by Costantini and Møller,
2009). The high level of ROS during a natural infection is usually
a combination of oxidants released by the pathogen itself (Halliwell
et al., 1993) and the ROS released by the host during the mounting
of an immune response (Dröge, 2002; Reth, 2002). As we did not
inject bats with active pathogens but with the endotoxin only, we
can rule out the possibility of the pro-oxidants being synthesised
by the pathogen. Thus, the elevated dROM level in plasma of
animals injected with LPS is a consequence of physiological
processes involved in sickness behaviour, such as elevated metabolic
rate (Finkel and Holbrook, 2000) as well as ROS produced to
enhance the cellular immune response and to directly kill pathogens
(Dröge, 2002; Reth, 2002). This is supported by the finding that
dROM correlated positively with WBC count. Indeed, studies on
purified human monocytes showed that LPS directly stimulates the
production of superoxide, one of the most important pro-oxidants
in vertebrates (Landmann et al., 1995).
The negative effects of ROS on the organism can be mitigated
by the production or ingestion of antioxidants. Thus, with an increase
of ROS concentration represented by dROM levels in plasma, we
would also expect a change in antioxidant levels. However, in our
experiment, the concentration of antioxidants remained the same
before and after treatment in individuals injected with LPS or PBS.
Similar experiments in birds on how antioxidant levels change after
mounting an immune response are inconsistent. For example,
carotenoid levels but not total non-enzymatic antioxidant levels
increased after an immune challenge in wild kestrel nestlings [Falco
tinnunculus (Costantini and Dell’Omo, 2006)]. In red-legged
partridges (Alectoris rufa), the total antioxidant concentration
remained the same before and after injection with
phytohaemagglutinin (Perez-Rodriguez et al., 2008), but increased
in greenfinches [Carduelis chloris (Hõrak et al., 2007)]. The same
was true for chicken (Gallus gallus domesticus) injected with LPS
(Cohen et al., 2007): there was no change in the level of various
antioxidants before and 24h after treatment. Also, an experimental
study on the effect of supplemental feeding of mice with antioxidant-
rich wine showed no effect of LPS on total antioxidant levels after
24h (Percival and Sims, 2000). Similar to the findings of these
studies, we found that the antioxidant concentration did not change
after treatment with LPS in C. perspicillata. Potentially, an
antioxidant barrier needs longer than 24h to be raised, as there may
be a time lag between an increase of free radicals and the
corresponding antioxidant response (Hõrak and Cohen, 2010;
Meitern et al., 2013). In their study on red-legged partridges, Perez-
Rodriguez and his colleagues (Perez-Rodriguez et al., 2008) argued
that, alternatively, pro-oxidants could have been buffered by
carotenoids, which they have measured separately and found to
decrease after the immune challenge. However, recently it has been
argued that although highly promoted, carotenoids have a rather
weak contribution to the avian antioxidant capacity (Costantini and
Møller, 2008). Also, carotenoids are not part of the antioxidant
barrier in most bats (Müller et al., 2007), which is why the absence
of an effect on antioxidants may have been caused by factors other
than an immediate buffering of ROS by carotenoids as suggested
in birds (Perez-Rodriguez et al., 2008). Potentially, the elevated
concentration of ROS may be partly compensated for by a short-
term increase of antioxidants ingested by food such as vitamin E
or by mobilising enzymatic antioxidants. The study of Percival and
Sims (Percival and Sims, 2000) implies that the high level of
antioxidants caused by supplemental feeding may not further
increase to cope with released ROS when the immune challenge is
short. However, as dROM increased after injection with LPS, ROS
were apparently not immediately neutralised by antioxidants.
Furthermore, the mean baseline BAP of 2294mmoll
–1
in C.
perspicillata indicates a rather moderate concentration of
dROM (U Carr)
BAP (µmol l
–1
)
300
250
200
150
100
50
0
4500
4000
3500
3000
2500
1500
Before After Before After
AB
CD
2000
*
Fig. 2. The concentration of reactive oxygen metabolites (dROM) increases
in bats 24 h after injection with LPS (A), but not with PBS as a control (B).
Antioxidant concentration (BAP) remained the same in both the
experimental (C) and control group (D). Red lines indicate mean values
before and after treatment and asterisks indicate a significant difference at
P<0.05.
THE JOURNAL OF EXPERIMENTAL BIOLOGY
4518 The Journal of Experimental Biology 216 (24)
antioxidants, comparable with the level observed in rats
[1874mmoll
–1
(Iwata et al., 2010)] and mice [2896mmoll
–1
(Maruoka and Fujii, 2012)].
We conclude that an immune response can upregulate some
markers frequently associated with oxidative stress even in a long-
lived mammal that is known to have a reduced pro-oxidant production
compared with terrestrial mammals (Brunet-Rossinni, 2004; Wilhelm
Filho et al., 2007). Thus, bats may suffer from long-term consequences
of elevated oxidative stress after episodes of acute infection or during
chronic infection. The long lifespan of bats is therefore even more
puzzling, as bats carry a large variety of pathogens and our results
indicate that infections do increase oxidative stress. It remains to be
investigated whether natural infections with bat-borne and bat-
specific pathogens increase oxidative stress, and how bats cope with
the oxidative damage caused by ROS.
LIST OF ABBREVIATIONS
BAP biological antioxidant potential (mmoll
–1
)
FRAS free-radical analytic system
LPS lipopolysaccharide
ROM reactive oxygen metabolite (concentration given in U Carr)
ROS reactive oxygen species
WBC white blood cell
ACKNOWLEDGEMENTS
We are grateful to Daniel Lewanzik, Oliver Lindecke and Tobias Teige for help in
the field and Dr Alexandre Courtiol for statistical advice. We thank the
Organization for Tropical Studies (OTS) for allowing us to use their facilities and
for providing logistic support and the Costa Rican authorities for granting
permission to conduct this research [186-2012-SINAC]. We also thank two
anonymous referees who provided helpful comments on previous drafts of the
manuscript.
AUTHOR CONTRIBUTIONS
K.S. and C.C.V. conducted the fieldwork; K.S. counted the white blood cells,
measured pro-oxidants and antioxidants, and analysed the data; C.C.V.
supervised the study. All authors participated in the design of the study, discussed
the results and wrote the manuscript.
COMPETING INTERESTS
No competing interests declared.
FUNDING
This study was supported by funds of the Leibniz Institute for Zoo and Wildlife
Research and the German Science Foundation (Deutsche
Forschungsgemeinschaft) [DFG Vo 890/25].
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THE JOURNAL OF EXPERIMENTAL BIOLOGY
... We collected ∼10-15 μl of blood from the propatagial vein 24 h before and after injections at around 18:00 h (groups injected during the active period) or 08:00 h (groups injected during the rest period) and prepared two blood smears to examine WBC count and N/L ratio. Total and differential WBC count in blood smears is the most common method used in bat studies that evaluated the APR after LPS immune challenge (Cabrera-Martinez et al., 2019;Guerrero-Chacón et al., 2018;Melhado et al., 2020;Moreno et al., 2021;Paksuz et al., 2009;Schneeberger et al., 2013;Seltmann et al., 2022;Stockmaier et al., 2015;Voigt et al., 2020). We estimate the WBC count by counting the mean number of immune cells in 20 field views of each blood smear under a microscope at 400× magnification. ...
... A decrease in M b after LPS injection is a common trend reported in several studies with birds and mammals, including bats (see Tables 1-3). Our study corroborates this trend, and our findings were, in general, similar to those hitherto reported for C. perspicillata (Cabrera-Martinez et al., 2019;Melhado et al., 2020;Schneeberger et al., 2013). Our study is also in accordance with those in birds and non-flying mammals, which showed that the magnitude of M b loss is dose dependent (see Table 3). ...
... If magnitude of M b loss is somehow correlated with increased APR costs and/or decreased FI, we might expect that M b loss would increase with higher LPS doses. Interestingly, although we used a higher LPS dose than most other studies, and observed a substantial decrease in energy intake at higher doses, our results (a decrease of 3-6%) were within the range of changes reported for bats (6-8% decrease after injection of 1-5 mg kg −1 LPS; Schneeberger et al., 2013;Stockmaier et al., 2015Stockmaier et al., , 2018Guerrero-Chacón et al., 2018), birds (2-6% decrease after injection of 1 mg kg −1 LPS; Owen-Ashley et al., 2008;Burness et al., 2010) and small rodents (4.8-9.9% decrease after injection of 0.05-3.5 mg kg −1 LPS; Kozak et al., 1994;MacDonald et al., 2011MacDonald et al., , 2012. ...
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The acute phase response (APR) is a core component of the innate immune response and represents the first line of immune defense used in response to infections. Although several studies with vertebrates reported fever, decrease in food intake and body mass, as well as increase in neutrophil/lymphocyte ratio and total white blood cell count after lipopolysaccharide (LPS) inoculation, there was great variability in the magnitude of these responses. Some of these differences might reflect, to some extent, differences in time of endotoxin inoculation (during activity or resting periods) and dose. Therefore, our study tested the interplay between LPS dose and time of injection on selected physiological (fever and increase in total white blood cell count and neutrophil/lymphocyte ratio), and behavioral (food intake) components of APR using a Neotropical fruit-eating bat (Carollia perspicillata) as a model organism. We predicted that LPS would trigger a dose- and time-dependent response on APR components. APR components were assessed in resting and activity periods after injection of three doses of LPS (5, 10 and 15 mg/kg LPS). The results indicate a more robust decrease in food intake at higher doses during activity period, while increased neutrophil/lymphocyte ratio was more robust during activity period regardless of dose. Furthermore, skin temperature increase lasts longer at higher doses regardless period of injections. Our study offers important insights into the dependence of time as well as the LPS dosage effect in the APR of bats, and how they deal with the magnitude of infections at different time of day.
... The APR, especially during stimulated bacterial infections via lipopolysaccharide (LPS) challenges, has been intensively studied under laboratory conditions in rodents living in an atypical, low-pathogen risk environment [37][38][39] , and in captive 40,41 , as well as free-ranging birds [34][35][36] ; yet, studies in wild mammals are scarce. While phytohaemagglutinin and LPS are the most common antigens used to activate the innate immune system in wild birds, in the few studies on wild mammals the antigens applied are more diverse 29,[42][43][44][45][46] . A deeper knowledge about the APR in wild mammals, especially bats, may be beneficial for identifying species of conservation interest 47 and better forecast reservoir species and prioritize surveillance targets 48 , and for the development of treatments against the pathogens they carry. ...
... A simulated bacterial infection with LPS elicited an immune response in several vertebrate species (e.g. house sparrow 32 ; great tit (Parus major) 65 ; fish-eating bat 54 ; Seba's short-tailed fruit bat (Carollia perspicillata) 44,66 ; Egyptian fruit bat (Rousettus aegyptiacus) 53,67 ; African mole rats (Cryptomys hottentotus pretoriae) 68 ; mice (Mus musculus) and humans 27 ) although the number of immune and physiological markers measured varies between studies. Similar to Pallas's mastiff bats (Molossus molossus) 29 , skin temperature was not affected by LPS treatment in greater mouse-eared bats. ...
... Secondly, immune challenges are metabolically costly 28 and thus a decrease in body mass may reflect the mobilization of energy reserves to fuel the immune response, e.g. as shown in leukocytosis. Indeed, leukocyte counts increased after injection with LPS in great tits 65 , short-tailed fruit bats 44 , common vampire bats (Desmodus rotundus) 60 and wrinkle-lipped free-tailed bats 57 . However, in our study on greater mouse-eared bats, in Egyptian fruit bats, Pallas's mastiff bats and great fruit-eating bats, no evidence for a cellular immune reaction reflected by total leukocyte counts was found in response to the LPS challenge 29,53,56 . ...
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The acute phase response (APR) is an evolutionarily well-conserved part of the innate immune defense against pathogens. However, recent studies in bats yielded surprisingly diverse results compared to previous APR studies on both vertebrate and invertebrate species. This is especially interesting due to the known role of bats as reservoirs for viruses and other intracellular pathogens, while being susceptible to extracellular microorganisms such as some bacteria and fungi. To better understand these discrepancies and the reservoir-competence of bats, we mimicked bacterial, viral and fungal infections in greater mouse-eared bats (Myotis myotis) and quantified different aspects of the APR over a two-day period. Individuals reacted most strongly to a viral (PolyI:C) and a bacterial (LPS) antigen, reflected by an increase of haptoglobin levels (LPS) and an increase of the neutrophil-to-lymphocyte-ratio (PolyI:C and LPS). We did not detect fever, leukocytosis, body mass loss, or a change in the overall functioning of the innate immunity upon challenge with any antigen. We add evidence that bats respond selectively with APR to specific pathogens and that the activation of different parts of the immune system is species-specific.
... A blood sample (∼70 µl) and body mass measurement were taken from each individual bat just before the injection, and then again 24 and 48 h after injection, so that each bat was bled three times during the experiment. A blood smear was prepared for white blood cell counts (Schneeberger et al., 2013) and the tubes containing the blood were immediately centrifuged. This separated the plasma from the red blood cells. ...
... For this study, we selected a marker of plasma oxidative damage and a marker of plasma non-enzymatic antioxidant protection, which have previously been shown to be sensitive to immune challenge (Costantini, 2022). Using the leftover samples after immune measurements, these two markers were assessed using commercially available kits that are commonly applied to vertebrates, including bats (Costantini and Dell'Omo, 2006;Schneeberger et al., 2013), following the manufacturer's instructions unless otherwise stated. Reactive oxygen metabolites (mainly organic hydroperoxides) were measured using the d-ROMs assay (Diacron International, Grosseto, Italy). ...
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The immune system plays an important role in defending against pathogens and regulating physiological homeostasis, but the strength of the immune responses depends on the type of pathogen. The immune system of bats shows a high variability in responsiveness towards various pathogens; they can safely harbor certain pathogens that are highly lethal to other mammals. Oxidative stress may act as a pathophysiological cellular mechanism mediating the immunological function of bats because of its potentially detrimental effects on physiological homeostasis, fertility, and longevity. By experimentally exposing greater mouse-eared bats (Myotis myotis) to three antigens, it was previously shown that animals reacted immunologically most strongly to bacterial and viral antigens, but not to fungal one. As a follow up, in this study we observed that both bacterial and fungal antigens induced a significant increase of plasma oxidative damage, whereas viral antigens did not cause any increase of plasma oxidative damage at all albeit the mild immune response. Thus, experimental bats were able to avoid oxidative stress only in the face of a viral antigen, possibly by dampening inflammatory signaling. Bats may be able to handle viral infections and live well beyond expectations by reducing the detrimental effects of molecular oxidation.
... We collected *10 μl of blood from the propatagial vein 24 hours before and 24 hours after injections at around 06:00 pm and prepared two blood smears to estimate total white blood cell count and the neutrophil /lymphocyte ratio changes following Viola et al. [44]. Total and differential white blood cell count in blood smears is the most common method used in bat studies that evaluate the acute phase response after LPS immune challenge [43,44,46,[52][53][54][55]. We assessed changes in total white blood cell count (WBC) and the neutrophil/lymphocyte ratio (N/L) after LPS immune challenge in relative terms as: ΔWBC = (WBC 24 hours after injection − WBC 24 hours before injection) / (WBC 24 hours before injection); and ΔN/L = (N/L 24 hours after injection − N/L 24 hours before injection) / (N/L 24 hours before injection). ...
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Resilience of mammals to anthropogenic climate and land-use changes is associated with the maintenance of adequate responses of several fitness-related traits such as those related to immune functions. Isolated and combined effects of decreased food availability and increased ambient temperature can lead to immunosuppression and greater susceptibility to disease. Our study tested the general hypothesis that decreased food availability, increased ambient temperature and the combined effect of both factors would affect selected physiological and behavioral components associated with the innate immune system of fruit-eating bats (Carollia perspicillata). Physiological (fever, leukocytosis and neutrophil/lymphocyte ratio) and behavioral (food intake) components of the acute phase response, as well as bacterial killing ability of the plasma were assessed after immune challenge with lipopolysaccharide (LPS: 10 mg/kg) in experimental groups kept at different short-term conditions of food availability (ad libitum diet or 50% food-deprived) and ambient temperature (27 and 33°C). Our results indicate that magnitude of increase in body temperature was not affected by food availability, ambient temperature or the interaction of both factors, but the time to reach the highest increase took longer in LPS-injected bats that were kept under food restriction. The magnitude of increased neutrophil/lymphocyte ratio was affected by the interaction between food availability and ambient temperature, but food intake, total white blood cell count and bacterial killing ability were not affected by any factor or interaction. Overall, our results suggest that bacterial killing ability and most components of acute phase response examined are not affected by short-term changes in food availability and ambient temperature within the range evaluated in this study, and that the increase of the neutrophil/lymphocyte ratio when bats are exposed to low food availability and high ambient temperature might represent an enhancement of cellular response to deal with infection.
... For instance, in the black flying fox (Pteropus Alecto) a full set of TLRs (1-10) transcripts has been sequenced (30), and functional studies in different bat cell cultures confirm that sensing of a PAMP, double-stranded RNA (dsRNA) and complete viruses, is likely conserved between humans and bats (31)(32)(33)(34)(35). In vivo studies that use injections of PAMPs (e.g., Lipopolysaccharide, Poly I:C, Zymogen) elicit typical innate immune responses and physiological symptoms, such as increases in white blood cell counts, weight loss, fever, and increased oxidative stress in a wide range of bat species, with intriguing species differences that need to be further explored (36)(37)(38)(39)(40)(41)(42)(43)(44)(45)(46). This suggests that bat innate immune systems are recognizing PAMPs and mounting acute phase responses. ...
Article
Full-text available
Animals often mount complex immune responses to infections. Aside from cellular and molecular defense mechanisms, animals can alter their behavior in response to infection by avoiding, resisting, or tolerating negative effects of pathogens. These behaviors are often connected to cellular and molecular immune responses. For instance, sickness behaviors are a set of behavioral changes triggered by the host inflammatory response (e.g., cytokines) and could aid in resisting or tolerating infection, as well as affect transmission dynamics if sick animals socially withdraw or are being avoided by others. To fully understand the group and population level transmission dynamics and consequences of pathogen infections in bats, it is not only important to consider cellular and molecular defense mechanisms, but also behavioral mechanisms, and how both interact. Although there has been increasing interest in bat immune responses due to their ability to successfully cope with viral infections, few studies have explored behavioral anti-pathogen defense mechanisms. My main objective is to explore the interaction of cellular and molecular defense mechanisms, and behavioral alterations that results from infection in bats, and to outline current knowledge and future research avenues in this field.
... Changes in the oxidative stress parameters of bats have been observed in animals exposed to pesticides (Oliveira et al., , 2018Torquetti et al., 2021), coal dust (Pedroso-Fidelis et al., 2020), and heavy metals (Ruiz et al., 2019). However, most studies on oxidative stress in bats have focused on longevity (Brunet-Rossinni, 2004;Wilhelm Filho et al., 2007;Salmon et al., 2009), diet (Schneeberger et al., 2014), hibernation (Lee et al., 2002;Yin et al., 2016), and immune responses (Schneeberger et al., 2013;Lilley et al., 2014), with little information related to changes in landscape ecology or anthropogenic activities (Melo et al., 2012). Therefore, comparisons are difficult to perform because there are no data available in the literature to establish a baseline for parameters considering differences related to species and feeding habits (Wilhelm Filho et al., 2007;Schneeberger et al., 2014;Pereira Freitas et al., 2019), age (Jones, 2015), and environmental factors (Limón-Pacheco and Gonsebatt, 2009;Rodríguez-Estival et al., 2016). ...
Article
Bats may serve as bioindicators of human impact on landscape ecology. This study aimed to evaluate the health condition of bats from different food guilds captured in two areas with different land use profiles in Brazil and to compare data on the oxidant-antioxidant balance and histopathological changes due to different anthropogenic pressures. Bats were collected from a protected area in Serra do Cipó National Park (SCNP), MG, Brazil, and an area with intense agricultural activity in the municipality of Uberaba (UB), MG, Brazil. Despite the differences in land use and occupation between the studied areas, bats showed similar responses. However, the trophic guilds were affected differently. Frugivorous bats in both areas showed lower activities of the enzymes superoxide dismutase (SOD), catalase (CAT), and glutathione S-transferase (GST) and concentrations of malondialdehyde (MDA) than other guilds, which can be explained by the greater intake of antioxidants from the diet in addition to the lower production of reactive oxygen species (ROS). Histopathological analysis of the livers revealed that the animals had a similar prevalence in the two areas, with some differences related to guilds. Compared with other bats, hematophagous bats from SCNP had a higher prevalence of steatosis and, together with frugivorous bats from Uberaba, had higher frequencies of ballooning degeneration, suggesting that these animals are subjected to anthropogenic factors capable of inducing disturbances in hepatic metabolism. Hematophagous bats from Uberaba had a higher prevalence of portal inflammation, while insectivorous bats from Uberaba had a higher prevalence of lobular and portal inflammation. The profiles of use and occupation of the areas are different; Uberaba bats seem to face worse conditions because they show more liver damage owing to lipoperoxidation.
... Melhado et al. 2020). Although most of these studies reported body mass loss 24 hours after LPS injections and assumed that it is partly due to anorexia, not all examined the effect of LPS on food intake rate (Schneeberger et al. 2013;Stockmaier et al. 2015Stockmaier et al. , 2018Guerrero-Chacón et al. 2018). ...
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The acute phase response (APR) is a core component of the innate immune response and represents the first line of immune defense used in response to infections. Although several studies with vertebrates reported fever, decrease in food intake and body mass, as well as increase in neutrophil/lymphocyte ratio and total white blood cell count after lipopolysaccharide (LPS) inoculation there was great variability in the magnitude of these responses. Some of these differences might reflect, to some extent, differences in time of endotoxin inoculation (during activity or resting periods) and dose; however, no study in the literature has evaluated the synergistic effect of these two factors in vertebrates. Therefore, our study tested the interplay between LPS dose and time of injection on selected physiological (fever and increase in total white blood cell count and neutrophil/lymphocyte ratio), and behavioral (food intake) components of APR using a Neotropical fruit-eating bat (Carollia perspicillata) as a model organism. We predicted that LPS would trigger a dose- and time-dependent response on APR components. APR components were assessed in resting and activity periods after injection of three doses of LPS (5, 10 and 15 mg/kg LPS). The results showed that LPS-evoked changes in skin temperature, food intake, neutrophil lymphocyte ratio depend markedly on the LPS dose and/or time that LPS is administered.
... For example, studies on bats and birds show large within-and among-species variation in the effects of immune response on oxidative status (e.g. Costantini and Møller, 2009;Cram et al., 2015;Fritze et al., 2019;Norte et al., 2018;Schneeberger et al., 2013;Sepp et al., 2012). ...
Article
Full-text available
Inferring from patterns observed in biomedical research, ecoimmunological theory predicts that oxidative stress is a ubiquitous physiological cost that contributes to generating variation in immune function between individuals or species. This prediction is, however, often challenged by empirical studies testing the relationship between immune response or infection and oxidative status markers. This points out the importance of combining ecological immunology and oxidative stress ecology to further our understanding of the proximate causes and fitness consequences of individual variation in health, and adaptability to natural and anthropogenic environmental changes. I reviewed evidence and performed phylogenetic meta-analyses of changes in oxidative status markers owing to either injection of an antigen or infection in captive and free-living vertebrates (141 studies, 1262 effect sizes, 97 species). The dataset was dominated by studies on fish, birds and mammals, which provided 95.8% of effect sizes. Both antigen injection and parasite exposure were associated with changes of oxidative status. There were significant effects of taxonomic class and experimental environment (captivity vs. wild). In contrast with my predictions, age category (young vs. adult), study design (correlational vs. experimental) and proxies of pace of life (clutch size, litter size, and body mass; for birds and mammals only) were negligible in this dataset. Several methodological aspects (type of immunostimulant, laboratory assay, tissue analysed) showed significant effects on both strength and direction of effect. My results suggest that alterations of oxidative status are a widespread consequence of immune function across vertebrates. However, this work also identified heterogeneity in strength and direction of effect sizes, which suggests that immune function does not necessarily result in oxidative stress. Finally, this work identifies methodological caveats that might be relevant for the interpretation and comparability of results and for the application in conservation programs.
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Resilience of mammals to anthropogenic climate and land-use changes is associated with the maintenance of adequate responses of several fitness-related traits such as those related to immune functions. The combined effects of decrease in food availability (Fa) and an increase in ambient temperature (Ta) can lead to immunosuppression and greater susceptibility to disease. In this study, we measured how selected physiological and behavioral components associated with the innate immune system of fruit-eating bats ( Carollia perspicillata ) respond to isolated and combined effects of changes in Ta and Fa. We tested the general hypothesis that decreased Fa, increased Ta and the combined effect of both factors would affect bat immune performance. Physiological (fever, leukocytosis and neutrophil/lymphocyte ratio) and behavioral (food intake) components of the acute phase response (APR), as well as bacterial killing ability of the plasma (BKA) were assessed after immune challenge with lipopolysaccharide (LPS: 10 mg/kg) in experimental groups kept at different short-term conditions of Fa (ad libitum diet or 50% food-deprived) and Ta (27 and 33°C). Our results indicate that magnitude of increase in body temperature was not affected by Fa, Ta or the interaction of both factors, but the time to reach the highest increase took longer in LPS-injected bats that were kept under food restriction. The magnitude of increased neutrophil/lymphocyte ratio (N/L) was affected by the interaction between Fa and Ta, but food intake, total white blood cell count and BKA were not affected by any factor or interaction. Overall, our results suggest that BKA and most components of APR examined are not affected by short-term changes in Fa and Ta within the range evaluated in this study, and that the increase of the N/L ratio when bats are exposed to low Fa and high Ta might represent an enhancement of cellular response to deal with infection.
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The large virus family Paramyxoviridae includes some of the most significant human and livestock viruses, such as measles-, distemper-, mumps-, parainfluenza-, Newcastle disease-, respiratory syncytial virus and metapneumoviruses. Here we identify an estimated 66 new paramyxoviruses in a worldwide sample of 119 bat and rodent species (9,278 individuals). Major discoveries include evidence of an origin of Hendra- and Nipah virus in Africa, identification of a bat virus conspecific with the human mumps virus, detection of close relatives of respiratory syncytial virus, mouse pneumonia- and canine distemper virus in bats, as well as direct evidence of Sendai virus in rodents. Phylogenetic reconstruction of host associations suggests a predominance of host switches from bats to other mammals and birds. Hypothesis tests in a maximum likelihood framework permit the phylogenetic placement of bats as tentative hosts at ancestral nodes to both the major Paramyxoviridae subfamilies (Paramyxovirinae and Pneumovirinae). Future attempts to predict the emergence of novel paramyxoviruses in humans and livestock will have to rely fundamentally on these data.
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The significance of bats as sources of emerging infectious diseases has been increasingly appreciated, and new data have been accumulated rapidly during recent years. For some emerging pathogens the bat origin has been confirmed (such as lyssaviruses, henipaviruses, coronaviruses), for other it has been suggested (filoviruses). Several recently identified viruses remain to be 'orphan' but have a potential for further emergence (such as Tioman, Menangle, and Pulau viruses). In the present review we summarize information on major bat-associated emerging infections and discuss specific characteristics of bats as carriers of pathogens (from evolutionary, ecological, and immunological positions). We also discuss drivers and forces of an infectious disease emergence and describe various existing and potential approaches for control and prevention of such infections at individual, populational, and societal levels.
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It has become increasingly clear that life-history patterns among the vertebrates have been shaped by the plethora and variety of immunological risks associated with parasitic faunas in their environments. Immunological competence could very well be the most important determinant of life-time reproductive success and fitness for many species. It is generally assumed by evolutionary ecologists that providing immunological defences to minimise such risks to the host is costly in terms of necessitating trade-offs with other nutrient-demanding processes such as growth, reproduction, and thermoregulation. Studies devoted to providing assessments of such costs and how they may force evolutionary trade-offs among life-history characters are few, especially for wild vertebrate species, and their results are widely scattered throughout the literature. In this paper we attempt to review this literature to obtain a better understanding of energetic and nutritional costs for maintaining a normal immune system and examine how costly it might be for a host who is forced to up-regulate its immunological defence mechanisms. The significance of these various costs to ecology and life history trade-offs among the vertebrates is explored. It is concluded that sufficient evidence exists to support the primary assumption that immunological defences are costly to the vertebrate host.
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[Purpose] The effects of exercise and food consumption on the oxidative stress regulation system were studied using 45 male ICR mice. [Subjects and Methods] The mice were randomly divided into two groups: a control group (CO group) and a group consuming a reduced form of coenzyme Q10 (H2CoQ10: QH) (QH group). Both groups were made to run on a treadmill for animals (TM) twice and the changes in their running time were measured. For the oxidative stress regulation system, plasma oxidative stresses (d-ROM test) and plasma anti-oxidant potential (BAP test) were measured before and after treadmill running with analytical equipment for reactive oxygen and free radicals, and then the BAP/d-ROM ratio was calculated. [Results] The measurements and calculations showed a significant increase in the running time of the QH group. With respect to the oxidative stress regulation system, no significant change was observed in the BAP/d-ROM ratio. [Conclusion] These results showed that a single consumption of QH produced an effect on exercise, but had no effect on the oxidative stress regulation system.
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Data sets exemplifying statistical methods, and some facilitatory utility functions used in ”Analyzing Linguistic Data: A practical introduction to statistics using R”