 |
Previous Article | Next Article 
The Journal of Neuroscience, October 1, 2002, 22(19):8739-8747
Nitric Oxide/cGMP-Mediated Protein Kinase A Activation in the
Antennal Lobes Plays an Important Role in Appetitive Reflex Habituation
in the Honeybee
Uli
Müller1 and
Herbert
Hildebrandt2
1 Institut für Biologie der Freien
Universität Berlin, Neurobiologie, 14195 Berlin, Germany, and
2 Institut für Zoologie der Universität
Stuttgart-Hohenheim, 70593 Stuttgart, Germany
 |
ABSTRACT |
Habituation, a form of non-associative learning, is observed
throughout the animal kingdom. However, in contrast to associative learning, little is known about the underlying molecular mechanisms. Using the appetitive proboscis extension reflex in honeybees, we show
that the cAMP-dependent protein kinase A (PKA) in the antennal lobe
(AL) is implicated in the graded decline of behavioral response during
habituation. Repeated stimulation leads to a slow and gradual increase
in PKA activity superimposed on a fast transient PKA activation induced
by each stimulus. These temporally distinct components of PKA
activation are pharmacologically dissectible and are restricted to the
AL on the stimulated side. Whereas the transient PKA activation induced
by each stimulus requires monoaminergic transmission, the slow
component of PKA activation is mediated by the nitric oxide (NO)/cGMP
system. Local manipulation of the slow component of PKA activation in
single ALs specifically interferes with the dynamic of habituation on
the corresponding side. Our results provide strong evidence that
NO/cGMP-mediated PKA activation in each AL contributes to temporal
signal integration during habituation. Dishabituation by a sensory
stimulus or spontaneous recovery from habituation does not require the
PKA cascade. This provides evidence that the mechanisms underlying
dishabituation and spontaneous recovery differ from those underlying
temporal signal integration during habituation of the proboscis
extension response.
Key words:
antennal lobes; cAMP-dependent protein kinase; dishabituation; habituation; insect; plasticity; recovery from
habituation; second messenger
 |
INTRODUCTION |
Habituation is a gradual decline in
a behavioral response resulting from repeated stimulation of a reflex
pathway (Thompson and Spencer, 1966 ; Groves and Thompson, 1970 ).
Paradoxically, compared with more complex forms of learning, the
molecular mechanisms underlying habituation are not well understood.
Most of what we know about the neural basis of habituation comes from
investigations of the gill and siphon withdrawal reflex in
Aplysia (Castellucci et al., 1970 ; Carew et al., 1972 ) and
the crayfish escape reflex (Krasne, 1969 ).
Early work in Aplysia demonstrated that repeated electrical
stimulation of isolated sensory neurons causes a decrease in the calcium current and thus a reduction of transmitter release (Boyle et
al., 1982 ; Byrne, 1982 ; Rayport and Schacher, 1986 ). This was in
agreement with the observation that habituated animals show fewer
vesicles in the active zone of sensory neurons than control animals do
(Bailey and Chen, 1983 , 1988 ) and pointed to a critical role of
homosynaptic depression in sensory neurons. However, recent work in
Aplysia show that sensory neurons exhibit heterosynaptic facilitation rather than homosynaptic depression during habituation (Stopfer and Carew, 1996 ). This provides evidence that plastic changes contributing to habituation occur at the level of interneurons and suggests that several mechanisms distributed within a neural circuit contribute to habituation.
The neural circuit implicated in habituation of mechanosensory signals
has been identified in great detail in the nematode Caenorhabditis elegans (Chalfie et al., 1985 ; Wicks and
Rankin, 1995 ; Rose and Rankin, 2001 ). Both the touch withdrawal
response and the tap withdrawal response use a very similar network of identified neurons. Although the connectivity and the roles of each of
these identified neurons are characterized, the molecular mechanisms
contributing to habituation of the withdrawal response are unknown.
In Drosophila, a variety of different habituation paradigms,
including proboscis extension reflex (PER) (Duerr and Quinn, 1982 ),
landing response (Asztalos et al., 1993 ), visual escape jump (Engel and
Wu, 1996 , 1998 ), and a reflex controlling leg position (Jin et al.,
1998 ) have been investigated. The neural circuits that mediate the
behaviors are very complex and hardly accessible using physiological
techniques. These complex circuits, and the fact that all mutants with
defects in signaling pathways implicated in synaptic plasticity and
learning (Davis, 1996 ) also affect habituation, make it difficult to
dissect the specific contribution of the various signaling cascades
with respect to habituation.
In this work, we demonstrate that the cAMP cascade contributes to
habituation of the PER in honeybees (Braun and Bicker, 1992 ). Whereas a
single appetitive chemosensory stimulation applied to one antenna
elicits the extension of the proboscis, repeated stimulations lead to a
gradual decrease in responsiveness. We now show that the decrease in
response probability during habituation correlates with a slow and
gradual increase in protein kinase A (PKA) activation in the stimulated
antennal lobe (AL). The latter is mediated by the nitric oxide
(NO)/cGMP system within the circuitry of each AL. Interestingly, the
PKA cascade in the AL selectively contributes to temporal signal
integration during habituation but is not involved in mechanisms
underlying dishabituation and recovery from habituation.
 |
MATERIALS AND METHODS |
Materials. ODQ
[1H-(1,2,4)oxadiazolo(4,3-a)quinoxalin-1-one] was purchased from
Alexis (Grünberg, Germany). KT5720, KT5823, KN 93, bisindoylmaleinimide, Rp-8-BrcAMPS, Rp-8-BrcGMPS, caged cAMP, and caged
cGMP were from Calbiochem (Bad Soden, Germany). Caged nitric oxide I
was from Molecular Probes Europe (Leiden, The Netherlands).
[ -32P]ATP (5000 Ci/mmol) was
purchased from NEN Life Science Products (Brussels, Belgium). PKA
inhibitor peptide, PKI (6-22),
N-nitro-L-arginine (NOArg), and all
other chemicals were obtained from Sigma (Deisenhofen, Germany).
Animal treatment and sensory stimulation. Adult foraging
honeybees (Apis mellifera carnica) were caught the day
before the experiment, immobilized by cooling, and harnessed in metal
tubes with a strip of tape between the head and the thorax. In the
evening, they were fed with sucrose solution (1.4 M) to satiation and kept in darkness in a
container at 70% relative humidity and 20-25°C. Three hours before
the experiment, they were fed with 3 µl of sucrose solution (1.4 M). For sensory stimulation, sucrose solution (0.6 M) was applied to one antenna using a wooden
toothpick. Stimulus duration was ~0.3-0.5 sec. Unless otherwise
indicated, an interstimulus interval (ISI) of 2 sec was used.
Habituation is defined using a criterion of five consecutive response
failures. To determine PKA activity, bees were frozen in liquid
nitrogen at times as indicated in Results. To test for differences
between the different groups, ANOVAs were performed followed by
appropriate post hoc tests.
Injection procedures. Systemic injections into the hemolymph
(1 µl) and local injections into the AL (1 nl) were performed as
described previously (Müller and Hildebrandt, 1995 ). For
injections into the AL, glass microcapillaries connected to a
Picosprizer (General Valve, Fairfield, NJ) were used. The
microcapillary was introduced through a small window cut dorsally just
above the antennae in the bee's head capsule. Coinjection of
bromophenol blue enabled the visual control of AL injections through
the window in the cuticula using a stereo microscope. Only animals that
show a distinct staining restricted to the injected AL (>70% of the injected animals) were used for the experiment. After 5 min recovery, response to single stimuli was tested. Animals showing no response were
discarded (< 5%).
Photolyzing substances in the antennal lobes in
vivo. To allow illumination of the AL, a small window was
cut into the head capsule dorsally above the antennae 1 d before
the experiment. Tracheae and neurolemma covering the brain were left
intact. Ringer's solution alone or Ringer's solution containing the
caged compound was injected into the hemolymph 20 min before
photolyzing. A UV flash (T.I.L.L. Photonics, Planegg, Germany) was used
as light source. The collimated output of the UV flash enters the
photoadapter port of a binocular (40×) used to focus the flash on an
AL. An aperture with a hole in the plane of focus enables local
illumination of a single AL immediately before the habituation session.
The intensity of illumination and thus the appropriate amount of
substance released in the AL was determined by measuring the effect on
PKA activation in the appropriate AL (Müller, 2000 ).
Preparation of antennal lobes. Heads frozen in liquid
nitrogen were lyophilized, and the ALs were dissected under continuous liquid nitrogen cooling (Hildebrandt and Müller, 1995a ). Each AL
was transferred into a glass capillary containing 10 µl of extraction
buffer (50 mM Tris-HCl, pH 7.5, 0.1 M NaCl, 1 mM EDTA, 1 mM EGTA, and 10 mM
2-mercaptoethanol) frozen in liquid nitrogen. The tissue was
homogenized on the surface of the frozen buffer, and the capillaries
were stored in liquid nitrogen until subsequent phosphorylation.
Determination of PKA activity. The PKA activity in the AL
was determined as described previously (Müller, 2000 ). The tissue in the capillaries was thawed and immediately plunged into 10 µl of
phosphorylation buffer containing 1 µCi of
[ -32P]ATP (5000 Ci/mmol), 30 µM ATP, 20 mM
MgCl2, 1 mM EGTA, and 10 mM mercaptoethanol in 50 mM
Tris-HCl, pH 7.5, and 1 µg of the PKA-specific substrate protein I-1.
After 20 sec at 20°C, reactions were terminated by adding 5 µl of
SDS-PAGE loading buffer (0.5 M Tris-HCl,
pH 6.8, with 5% mercaptoethanol, 5% SDS, 20% glycerol, and 0.1%
bromophenol blue). After SDS-PAGE, 32P
incorporation into protein I-1 was quantified as described previously (Hildebrandt and Müller, 1995a ,b ; Müller, 2000 ).
 |
RESULTS |
The cAMP/PKA cascade in the antennal lobes contributes to the
habituation of the proboscis extension reflex
To identify the signaling cascade that mainly contributes to the
habituation of the PER, we blocked different protein kinases known to
play a role in neural plasticity. The inhibitors were tested for their
specificity by appropriate kinase assays in vitro. After
dilution within the animals, the concentrations used for injections
inhibit the respective kinase activity by >80% as determined in the
in vitro assays.
Only inhibition of the cAMP-dependent protein kinase (PKA) by
inhibitors such as KT5720 (Fig.
1A) or Rp-BrcAMPS (Fig.
1B) has an effect on habituation. As expected,
activation of PKA by systemic injection of BrcAMP has the opposite
effect and accelerates habituation (Fig. 1B).
Blocking cGMP-dependent protein kinase (PKG) with KT5823,
Ca2+/phospholipid-dependent protein kinase
C (PKC) with bisindolylmaleinimide, or
Ca2+/calmodulin-dependent protein kinase
II (CaMKII) with KN 93, does not interfere with habituation. Neither
excitability of the PER nor dishabituation is affected by the kinase
inhibitors used.

View larger version (29K):
[in this window]
[in a new window]
|
Figure 1.
Involvement of second-messenger systems in
habituation of the proboscis extension response. A,
Thirty minutes before the habituation session, animals were injected (1 µl each) with PBS alone or PBS containing the PKA inhibitor KT5720
(100 µM), the PKG inhibitor KT5823 (500 µM), the PKC inhibitor bisindoylmaleinimide (1 mM), or the CaMKII inhibitor KN93 (1 mM). For
habituation, one antenna was repeatedly stimulated (ISI, 2 sec) with
sucrose solution (0.6 M). The data points
for each stimulus represent the average of the response probability of
all animals in the respective group. The inset shows the
mean ± SEM of the number of stimuli required to fulfill the
habituation criterion. Number of animals is indicated in each
bar (ANOVA, p < 0.0001;
*p < 0.0001, Scheffe's post hoc
test). B, In the first experiment, animals received
hemolymph injections (1 µl each) of PBS, Rp-BrcAMPS (500 µM), or BrcAMP (500 µM). After 20 min, the
animals were habituated (ANOVA, p < 0.0001;
Scheffe's post hoc test, *p < 0.0001, Rp-BrcAMPS- and BrcAMP-injected groups differ significantly
from each other and from the PBS-injected group). In a second
experiment, the animals were injected with either (1 µl each) PBS or
caged cAMP (500 µM). After 20 min, animals received light
flashes onto one AL. Twenty seconds later, habituation was tested on
both sides of each animal. In the third experiment, groups of animals
receive local injections (2 nl) of either PBS or Rp-BrcAMPS (100 µM) into one AL. Five minutes after AL injection, the
animals were habituated on either side [ANOVA reveals significant
differences between the flashed or injected side
(p < 0.0001) but not the nonflashed or
non-injected sides (p = 0.34), respectively
(*p < 0.0001, paired t
test)].
|
|
Evidence from recent work suggests that the main circuit mediating
habituation of the PER is located in the ALs (Braun and Bicker, 1992 ;
Müller and Hildebrandt, 1995 ). Therefore, we tested whether local
manipulation of PKA activity in the ALs causes the same effect as the
systemic application of drugs. Injection of Rp-BrcAMPS, an inhibitor of
PKA, into one AL affects habituation at the ipsilateral side, whereas
habituation of the contralateral side remains normal (Fig.
1B). Accordingly, local uncaging of cAMP in one AL
accelerates the habituation only at the ipsilateral side (Fig.
1B). In both cases, the observed effects are not
distinguishable from those caused by systemic injection. This points to
a major contribution of the cAMP/PKA cascade in the ALs to habituation processes.
Repeated sucrose stimulation to an antenna induces a gradual
increase in PKA activity in the corresponding antennal lobe
We demonstrated previously that a single sucrose stimulus applied
to an antenna of a naive animal causes a very rapid and transient
increase in PKA activity in the AL on the stimulated side (Hildebrandt
and Müller, 1995a ,b ). Mechanosensory or odor stimulation does not
affect PKA activity in the ALs. Because interference with the cAMP/PKA
cascade affects the time course of habituation (Fig.
1B) but not the response to the initial stimulus, we
measured the temporal dynamics of PKA activation in the AL during the
habituation session (Fig.
2A).

View larger version (20K):
[in this window]
[in a new window]
|
Figure 2.
Habituation of the proboscis
extension response and the dynamic of PKA activation in the antennal
lobes. A, Animals were injected with 1 µl of PBS,
DMSO, and DMSO containing 2 µg of reserpine 18 hr before habituation.
Sucrose stimuli were applied to one antenna until the habituation
criterion was fulfilled. The data points for each
stimulus represent the average of the response probability of all
animals in the respective group (20 animals each). Habituation kinetics
did not differ between the groups (ANOVA, p = 0.95). B, PKA activity in the antennal lobes of the
stimulated and the unstimulated sides was determined at different times
after the 1st, 5th, and 30th stimulus (see arrows in
A). In each experiment, values were normalized to PKA
activity in unstimulated animals, which are defined as the relative PKA
activity of 1 (dashed lines). Each data
point represents the mean ± SEM of relative PKA activity
of at least eight independent measurements [1st and 5th stimulus:
ANOVA, p < 0.0001; 0.5 sec after stimulation, the
PBS-injected group significantly differs from the corresponding
unstimulated AL (*p < 0.001, paired
t test) and all other means
(p < 0.003, unpaired t
test); 30th stimulus: ANOVA, p < 0.0001; at
each time point, the means of the stimulated ALs (PBS- and
reserpine-injected groups) significantly differ from their respective
unstimulated ALs (*p < 0.001, paired
t test)]. Value at 0.5 sec (PBS-injected animals)
significantly differs from all other values
(p < 0.003, unpaired t
test).
|
|
The temporal dynamics of PKA activation induced by the first and the
fifth stimulus is similar (Fig. 2B): in both cases,
there is a fast transient increase in PKA activity that reverts within 1.5 sec back to the basal level of nonstimulated control animals (dashed line). Application of 30 stimuli in succession (ISI,
2 sec), which leads to a drastic reduction in response probability (Fig. 2A), drastically changes the temporal dynamics
of PKA activation. In addition to the quickly decaying PKA activity
induced by each stimulus, an elevated PKA activity is detectable (Fig.
2B). Because the latter decays over minutes (see also
Fig. 4), we define it as slowly decaying component of PKA activation.
In agreement with the behavioral results, repeated sucrose stimulation
affects only PKA activation in the AL ipsilateral to the stimulated antennae.
Based on the finding that a single sucrose stimulus induces an
octopamine-mediated, transient PKA activation in the AL (Hildebrandt and Müller, 1995a ), we tested how depletion of monoamines
interferes with habituation of PER and the dynamics of PKA activation
during a habituation session. Although reserpine injections (2 µg/animal, 18 hr before test) slow down the spontaneity and the
movement of the proboscis, sucrose stimulation fails to induce a PER in only a few animals (<7%). These animals were excluded from the experiment. The considerably higher ratio of nonresponding animals (~30%) after reserpine injection observed by Braun and Bicker (1992) is most likely attributable to the different interval
between injection and test (12 hr in contrast to 18 hr in our study).
In agreement with our previous findings, monoamine depletion eliminates
the fast component of PKA activation induced by each sucrose stimulus
(Fig. 2B). Interestingly, the slowly decaying component of PKA activation induced by repeated stimulation (Fig. 2B) and habituation of PER (Fig.
2A) is unaffected. Dishabituation and responsiveness
to sucrose stimuli do not differ between the group treated with
reserpine and the group injected with the vehicle (DMSO) alone.
Moreover, injection of the vehicle (DMSO) affects neither basal PKA
activity nor the fast transient PKA activation after sucrose
stimulation (data not shown). Thus, the quickly and the slowly decaying
components of PKA activation are pharmacologically dissectible. Whereas
the quickly decaying PKA activation induced by each stimulus requires
monoamine transmission, the slowly decaying PKA activation induced only
by repeated stimulation is independent of monoamine-mediated processes.
Response probability during habituation correlates with the slowly
decaying PKA activity
To support the idea that changes in response probability during
habituation correlate with the slowly decaying component of PKA
activity, response probability and PKA activation in the AL were
determined. The animals were subjected to two subsequent habituation
sessions separated by a dishabituating stimulus (Fig. 3). The PKA activity in the ALs during
the time course of habituation was determined in identically treated
groups of animals killed at the end of the stimulus number
indicated on the abscissa. To selectively determine the slow
component of PKA activity, the animals were shock frozen in liquid
nitrogen 5 sec after the end of the indicated stimulus number. During
the time course of the first habituation session, the response
probability decreases from 1.0 to 0.08 within 30 stimuli (Fig.
3A). The decrease in response probability correlates with a
gradual increase of the slowly decaying PKA activity in the AL of the
stimulated side (Fig. 3B). PKA activity in the AL of the
unstimulated side does not change and remains at the level of
unstimulated control animals.

View larger version (16K):
[in this window]
[in a new window]
|
Figure 3.
Dishabituation by an appetitive stimulus and PKA
activity in the AL. A, Animals received 30 sucrose
stimuli (ISI, 2 sec) to one antenna, followed by a dishabituating
stimuli applied to the contralateral antenna (arrow),
and a second session of repetitive sucrose stimulations to the
previously stimulated antenna. The values represent the average of the
response probability of 15 animals. B, The slow
component of PKA activity in both antennal lobes was determined 5 sec
after the stimulus number indicated. Values were normalized to PKA
activity in unstimulated animals, which are defined as the relative PKA
activity of 1 (dashed lines). Each data
point represents the mean ± SEM of the PKA activity of at
least seven measurements (ANOVA: stimulated side, p < 0.0001; unstimulated side, p = 0.88;
*p < 0.008, paired t test,
stimulated vs unstimulated side). C, The slow component
of PKA activity determined in the stimulated AL (data from
B) is highly correlated with the corresponding response
probability (data from A).
|
|
A dishabituating stimulus to the contralateral antenna resets both the
response probability and the increased level of the PKA activity in the
AL of the formerly stimulated side. The second habituation session,
immediately applied to the previously habituated side, shows a faster
decrease in response probability (Fig. 3A) and a faster
increase in the levels of the slow component of PKA activity (Fig.
3B). For both habituation sessions, the response probability
is highly correlated with the level of the slowly decaying component of
PKA activity (Fig. 3C). This is also true for ISIs of 1 and
3 sec (data not shown).
Spontaneous recovery from habituation
Another characteristic feature of habituation is the spontaneous
recovery of the behavioral response. To test whether the slow component
of PKA activity in the AL also correlates with the recovery at the
behavioral level, both parameters were measured. Animals were
habituated until they reach the criterion and, after distinct times of
recovery, were habituated once more. Immediately after the first
habituation session, the response probability of the stimulated side is
very low (Fig. 4A).
Approximately 5-6 min after the initial habituation session, recovery
is complete and the number of stimuli required for the second
habituation is similar to that of the first session. The half-time for
recovery is ~2 min and does not differ between subgroups of animals
that reach the criterion in the first habituation session with a mean of 12 stimuli (t(0.5) = 2 min;
n = 18) or with a mean of 28 stimuli (t(0.5) = 1.9 min; n = 15).

View larger version (18K):
[in this window]
[in a new window]
|
Figure 4.
Spontaneous recovery from habituation and slow
component of PKA activity. A, Animals were habituated
until the criterion of five failures was met. After recovery for the
indicated times, the animals received a second habituated session. In
the second session, either the previously habituated side or the
previously nonhabituated side was stimulated. For each animal, the
number of stimuli required for the second habituation session was
divided by the number of stimuli necessary in the first habituation
session. Each data point represents the mean ± SEM
of at least 18 animals (ANOVA: habituated side, p < 0.0001; nonhabituated side, p = 0.99;
*p < 0.006, paired t test,
habituated vs nonhabituated side). B, After habituation
and recovery for the indicated times, the slow component of PKA
activity was measured in each AL. The values were normalized with
respect to PKA activity in unstimulated animals handled identically
(dashed lines). Each data point
represents the mean ± SEM of at least 10 measurements (ANOVA:
habituated side, p < 0.0005; nonhabituated side,
p = 0.97; *p < 0.003, paired
t test, habituated vs nonhabituated side).
C, Correlation between the slow component of PKA
activity in the AL of the habituated side and the respective relative
response probability of the habituated side for the tested recovery
times.
|
|
The slow component of PKA activity in both ALs was measured at distinct
recovery times in animals treated in parallel (Fig. 4B). Immediately after the first habituation session,
the slow component of PKA activity in the AL of the previously
habituated side is at its maximum. With recovery of response
probability over time, the level of PKA activity decays until it
reaches the level of the nonhabituated control or that of the
unstimulated control (Fig. 4B). As shown in Figure
4C, the response probability and the level of the slow
component of PKA activity in the AL are highly correlated (Fig.
4C).
The NO/cGMP system mediates gradual PKA activation
during habituation
Given the strong correlation between the response probability in
habituation and the PKA activity in the AL, drugs interfering with the
cAMP/PKA pathway were tested for their effects on habituation. Systemic
injection of membrane-permeable BrcAMP significantly accelerates
habituation, whereas injection of Rp-BrcAMPS, a competitive antagonist
of cAMP, slows down habituation compared with PBS-injected animals
(Fig. 5A). The same result was
obtained using BrcGMP and Rp-BrcGMPS, which preferentially interfere
with cGMP-dependent protein kinase PKG but also have effects on PKA
(Müller, 2000 ) (Fig. 5B). An implication of PKG in
habituation is very unlikely, because only blocking of PKA activity
(KT5720) but not inhibition of PKG activity (KT5823) causes a slowdown
in habituation (Fig. 5C). This suggests that BrcGMP and
Rp-BrcGMPS most likely act on PKA, although a role of nucleotide-gated
channels cannot be excluded.

View larger version (27K):
[in this window]
[in a new window]
|
Figure 5.
The slow component of PKA activation during
habituation is mediated by the NO/cGMP pathway. Thirty minutes before
habituation, the animals receive systemic injections (1 µl) of the
following solutions: A, BrcAMP (500 µM)
and Rp-BrcAMPS (500 µM); B, BrcGMP (500 µM) and Rp-BrcAMPS (500 µM);
C, inhibitors of PKA (KT5720, 100 µM) or
PKG (KT5823, 500 µM); D, inhibitors of NO
synthase (NOArg, 500 µM) or soluble guanylate cyclase
(ODQ, 500 µM); and E, the NO scavengers
2-phenyl-4,4,5,5-tetramethylimidazoline-1-oxyl-3-oxide (1 mM) and N-tert-butyl- -phenylnitrone (1 mM) (Alexis, Grünberg, Germany). In all cases,
animals injected with 1 µl of PBS were used as controls. The
data points for each stimulus represent the average of
the response probability of all animals in the respective group
(n > 24). The mean of the number of stimuli
required for habituation is indicated by arrows pointing
to the abscissa (dashed lines). (ANOVA,
p < 0.0001; Scheffe's post hoc
test, p < 0.0001; * indicates groups that
significantly differ from PBS-injected groups). The slow component of
the PKA activity in the AL of the stimulated side was determined after
the 1st, 15th (or 20th in D and E), 30th,
and 60th stimulus (marked by arrows). As shown in the
right column, the means of the slow PKA activity in the
AL of the stimulated side (n 5 for each time
point and treatment) highly correlate with the corresponding response
probability.
|
|
In agreement with our previous findings (Müller and Hildebrandt,
1995 ), inhibition of NO synthase (NOS) causes a slowdown in habituation
(Fig. 5D). The function of NO in habituation is supported by
the observation that scavengers of NO slowdown response probability
during habituation with the same kinetic as the other drugs interfering
with habituation (Fig. 5E). Because blocking the
NO-regulated soluble guanylate cyclase using ODQ causes the same effect
on habituation, the physiological function of NO is most likely
mediated via cGMP (Fig. 5D). This is in agreement with our
finding that BrcGMP and Rp-BrcGMPS cause the same effect as BrcAMP and
Rp-BrcAMPS (Fig. 5, compare A, B).
The high correlation between the slow component of PKA activation in
the AL and the response probability (Fig. 5, right panels) suggest that repeated stimulation modulates PKA activity in the AL via
the NO/cGMP system. Again, none of the drugs used affect response
probability to the initial sucrose stimuli or dishabituation.
The NO/cGMP system in the circuitry of each antennal lobe
separately contributes to the gradual changes in response
probability and PKA activation during habituation
In the previous experiments, the drugs interfering with the
NO/cGMP system were injected into the hemolymph and can thus exert their effects in brain areas other than the AL. To prove that the
action of NO and cGMP is restricted to the circuit of a single AL, we
locally uncaged cGMP and NO in a single AL shortly before the
habituation session and measured the effects on response probability. Both the uncaging of NO and of cGMP in a single AL cause a faster decrease in response probability on the side ipsilateral to the stimulated antenna (Fig. 6). Habituation
on the contralateral side to the treatment does not differ from
PBS-injected animals. This clearly demonstrates that the NO/cGMP system
in each AL separately is implicated in the modulation of habituation on
the corresponding side. To address the question whether NO acts via the
guanylate cyclase, we systemically blocked the guanylate cyclase and
locally uncaged NO or cGMP in a single AL before habituation. Only
local uncaging of cGMP, but not the release of NO in the AL, rescues the effect of systemically inhibited soluble guanylate cyclase on
habituation (Fig. 6). This strongly suggest that NO in the AL acts
exclusively via the soluble guanylate cyclase.

View larger version (20K):
[in this window]
[in a new window]
|
Figure 6.
Dynamics of habituation is modulated by the
NO/cGMP system in the circuitry of a single AL. Fifteen minutes before
habituation, groups of animals were injected (1 µl into the
hemolymph) with PBS, caged NO (500 µM), and caged cGMP
(500 µM), or with ODQ (500 µM), ODQ
plus caged NO, and ODQ plus caged cGMP. For local NO or cGMP
release, animals receive light flashes focused onto one AL followed by
habituation of the flashed and the nonflashed side. The values
represent the mean ± SEM of the number of stimuli needed to meet
the habituation criterion for each side. Number of animals tested
is indicated in the bars [nonflashed side: ANOVA,
p < 0.0001; Scheffe's post hoc
test, p < 0.004; groups injected with ODQ, ODQ
plus caged NO, and ODQ plus caged cGMP differ from groups injected with
PBS, caged NO, and caged cGMP; flashed side: ANOVA,
p < 0.0001; * indicates significant differences
between habituated and nonhabituated side (p < 0.002, paired t test)].
|
|
None of the treatments affect response probability to a single sucrose
stimulus or dishabituation. This and the previous results provide
strong evidence that NO/cGMP-mediated PKA activation in the circuitry
of each AL contributes to changes in response decrement but is itself
not involved in mechanisms of reflex release and dishabituation.
Spontaneous recovery from habituation does not depend on the
PKA system
In a final point, we addressed the question whether the PKA system
contributes to mechanisms of spontaneous recovery from habituation.
Several reports demonstrate that spontaneous recovery depends on the
ISI used for habituation (for review, see Rankin, 1994 ; Rose and
Rankin, 2001 ). Shorter ISIs that lead to more rapid habituation than
longer ISIs also lead to a faster recovery from habituation. As
demonstrated previously (Braun and Bicker, 1992 ; Müller and
Hildebrandt, 1995 ) and in agreement with other habituation paradigms,
short ISIs (1 sec) lead to a more rapid habituation than longer ISIs (3 sec) (Fig. 7A, 1st
habituation session). Independent of the ISIs, injection of BrcAMP
causes the same relative acceleration of habituation (Fig.
7A) (mean stimuli number of first habituation session
BrcAMP/mean stimuli number of first habituation session PBS: 1 sec ISI, 7,9/12 = 0.66; 2 sec ISI, 13/20 = 0.65; 3 sec ISI,
22/36 = 0.61).

View larger version (14K):
[in this window]
[in a new window]
|
Figure 7.
Spontaneous recovery from habituation
does not depend on PKA activity. A, Groups of animals
were injected (1 µl into the hemolymph) 15 min before habituation
with either PBS or PBS containing 500 µM BrcAMP. Using
the indicated ISI, different groups of animals were habituated until
the criterion of five failures was met. After 2 min recovery, the same
animals receive a second habituation session by stimulating the same
antenna. The values present the mean ± SEM of stimuli necessary
to attain the criterion in the first habituation session
(left) and the second habituation session
(right). The number of animals is indicated in the
bars. First habituation session: ANOVA,
p < 0.0001; values indicated with different
letters significantly differ from each other
(p < 0.001 unpaired t test).
Means of the first habituation session significantly differ from that
of the corresponding second habituation session (ANOVA with repeated
measures: p < 0.0001; p < 0.0001, paired t test). B, For each
animal, the number of stimuli required for habituation in the second
habituation session is proportional to the number of stimuli necessary
for the first habituation session. (ANOVA, p = 0.83).
|
|
In contrast to findings in other habituation paradigms, recovery from
habituation does not depend on the ISIs, at least in the case of the
ISIs used in this study. In all cases, the second habituation session
after a recovery period of 2 min (half-time as determined in Fig. 4)
requires approximately half the trials of the previous first
habituation session (Fig. 7B). Because this also applies to
BrcAMP-injected animals, the cAMP/PKA system seems not to contribute to
mechanisms underlying spontaneous recovery from habituation.
 |
DISCUSSION |
Although cAMP-dependent mechanisms seem to play a conserved role
in processes leading to long-lasting neuronal changes and long-term
memory (LTM) (Schacher et al., 1988 ; Abel et al., 1997 ; Müller,
2000 ), the function of the cAMP cascade in mechanisms underlying
non-associative learning is controversial and not well documented. We
show here that, in addition to its function in the induction of
long-term associative memory (Müller, 2000 ), the cAMP cascade in
the honeybee is implicated in very distinct aspects of response
habituation. In the circuitry of each antennal lobe, the cAMP/PKA
system is selectively implicated in processing repeated appetitive
stimulation during response habituation but does not contribute to
dishabituation or spontaneous recovery from habituation.
The role of second-messenger cascades in habituation
Work on Drosophila mutants with defects in the cAMP
cascade points to a role of the cAMP cascade in habituation (Duerr and Quinn, 1982 ; Rees and Spatz, 1989 ; Engel and Wu, 1996 ). However, it is
difficult to extract from these findings a consistent picture of how
the cAMP cascade contributes to mechanisms underlying habituation. For
example, although the effects of dunce (a phosphodiesterase that reduces cAMP levels; Byers et al., 1981 ) and rutabaga
(an adenylyl cyclase that elevates cAMP levels; Livingstone et al., 1984 ) are antagonistic, the habituation of the proboscis extension reflex is reduced in both mutants (Duerr and Quinn, 1982 ). In habituation of the landing response, both dunce and
rutabaga mutants habituate more rapidly (Rees and Spatz,
1989 ). In another paradigm, the giant fiber-mediated escape response,
habituation is reduced in rutabaga mutants and slightly
accelerated in dunce mutants (Engel and Wu, 1996 ). At first
glance, these contradictory effects of the dunce and
rutabaga mutants on different behavioral paradigms is not
surprising, because rutabaga and dunce gene
products are expressed differently within the brain (Nighorn et al.,
1991 ; Han et al., 1992 ), and the contribution of particular neuronal circuits to different behaviors is not identical. In the case of the
rutabaga, it has been demonstrated recently that only a small neural circuit accounts for the defects of the
rutabaga mutant in distinct aspects of olfactory learning.
The rescue of rutabaga adenylyl cyclase activity in a subset
of Kenyon cells is sufficient to rescue the behavioral defect of
rutabaga in olfactory short-term memory (Zars et al., 2000 ).
Similar rescue experiments can provide substantial information about
which brain areas contribute to habituation as tested by the different
paradigms in Drosophila.
Distinct mechanisms contribute to habituation
and dishabituation
In agreement with the findings from various habituation paradigms
in Drosophila, the cAMP/PKA pathway is implicated in the habituation of the proboscis extension reflex in honeybees. In all of
these cases, the cAMP/PKA system seems to contribute to habituation
regardless of the sensory modality used for the stimulation. In the
honeybee, however, the cAMP/PKA pathway seems to be required only for
distinct aspects of habituation. Blocking of the cAMP/PKA pathway
interferes with neither dishabituation nor spontaneous recovery from
habituation in the honeybee. Such a contribution of the cAMP system to
the dynamics of habituation but not to dishabituation has also been
shown for the habituation of the giant fiber response in
Drosophila (Engel and Wu, 1996 ). These findings suggest
that habituation consists of different clearly separable processes. In
the future, this clear distinction between the processes will allow for
the identification of mechanisms underlying dishabituation and recovery
from habituation.
Although a role of the cAMP/PKA cascade has been shown in various
habituation paradigms using aversive as well as appetitive stimulation,
it is still not clear whether the cAMP plays a conserved role in
habituation regardless of the sensory modality. A detailed comparative
analysis testing different habituation paradigms in a single species
will be necessary to address this problem. It is clear, however, that
signaling pathways other than the cAMP/PKA pathway contribute to
habituation, as shown for the
Ca2+/calmodulin-dependent protein kinase
(Jin et al., 1998 ).
NO/cGMP-mediated PKA activation in antennal lobes contributes
to habituation
Although in Drosophila the site of action of the
cAMP pathway is unknown, we identified the cAMP/PKA pathway in antennal
lobes as the site that contributes to this distinct component of
habituation. The detailed analysis of the modulation of the PKA during
habituation uncovered two pharmacologically dissectible components
(Fig. 2): a fast, transient PKA activation that requires monoamines
(Hildebrandt and Müller, 1995a ,b ) and a slow component of PKA
activation that is highly correlated with response probability during
habituation (Figs. 3, 4). The latter is mediated by the NO/cGMP system
within each AL circuitry (Fig. 6).
The distribution of the NO-producing enzyme, NO synthase (NOS), and PKA
in the AL (Müller and Hildebrandt, 1995 ; Müller, 1997 )
point to the sensory neurons and the local interneurons of the AL as
possible release sites of NO. Whereas the sensory neurons exhibit a
weak PKA immunostaining and an intermediate degree of NOS labeling, the
interneurons show very strong PKA and NOS staining. Because
non-cell-permeable NO scavengers block the NO-mediated function during
habituation (Fig. 5), the NO released from sensory neurons or
interneurons most likely acts on neighboring target neurons that
contain the soluble guanylate cyclase and the PKA. Although the details
are yet unknown, the neural circuitry mediating signal integration
during habituation seems to cover the entire AL. This notion is
supported by the findings that (1) the slow component of PKA activation
can be measured in each dissected fraction of a single AL and (2)
uncaging of NO, cGMP, or cAMP in the entire AL imitates the behavioral effect.
A contribution of sensory neurons and interneurons to habituation has
also been demonstrated in other organisms. In Drosophila, targeted expression of mutated enzymes has been used to address the
function of mechanosensory neurons in habituation of a reflex controlling leg position (Jin et al., 1998 ). Manipulation of the Ca2+/calmodulin-dependent protein kinase
II, which is implicated in synaptic transmission, leads to a reduced
reflex response and a severe disruption of habituation. This suggests
that the mechanosensory neurons are critically involved in setting the
threshold level of the postsynaptic circuit. However, the neural
circuit postsynaptic to these mechanosensory neurons is presently unknown.
In C. elegans, lesions of identified neurons enabled the
identification of the neural circuit that underlies the touch and tap
withdrawal reflexes. These studies demonstrate that a few mechanosensory neurons, interneurons, and motoneurons contribute specifically to habituation (Chalfie et al., 1985 ; Wicks and Rankin, 1995 ; Rose and Rankin, 2001 ). A similar picture emerges from studies in
Aplysia. Although homosynaptic depression is observed in
mechanosensory neurons after repeated intracellular current injection,
the plastic changes underlying habituation of the aversive tail and
siphon withdrawal reflexes seem to occur in interneurons rather than in
the sensory neurons (Stopfer and Carew 1996 ; Stopfer et al., 1996 ).
Mechanisms of NO/cGMP-modulated PKA activation in the AL differ
between habituation and associative learning
Recently, we demonstrated that multiple-trial associative
olfactory learning induces an NO/cGMP-mediated PKA activation in the AL
that is involved in the induction of LTM (Müller, 2000 ). In both
the induction of olfactory LTM and the appetitive reflex habituation,
the NO/cGMP system specifically mediates PKA activation induced by
repeated stimulation. A comparison, however, reveals strong evidence
that different cellular networks and mechanisms contribute to the
function of the NO/cGMP-system in habituation and induction of
associative olfactory LTM.
In contrast to the stimulation with one sensory modality in
habituation, a distinct temporal pairing of stimuli from two sensory modalities is required to induce NO/cGMP-mediated PKA activation in
associative learning. Only the repeated forward pairing of an odor
stimulus [conditioned stimulus (CS)] with a sucrose stimulus [unconditioned stimulus (US)] leads to NO/cGMP-mediated PKA
activation in associative learning. The latter occurs in both ALs,
whereas during habituation, NO/cGMP-mediated PKA activation is
restricted to one AL. This finding points to basic differences in the
induction mechanisms.
The temporal dynamics of PKA activation induced by either habituation
or associative learning also differ from each other. Whereas in
habituation the contribution of the NO/cGMP system is detectable after
10 repeated sucrose stimulations with an ISI of 1 sec, the
NO/cGMP-mediated PKA activation in associative learning is evident
after 3 CS-US pairings with an ISI in the range of minutes.
Because of the fact that NO synthesis is
Ca2+ dependent, different cellular
scenarios have to be postulated with respect to the release sites of NO
in habituation and associative learning. Repeated sucrose stimulus
during habituation induces NO release from yet unknown but presumably
constant and defined release sites within the AL. In associative
olfactory learning, the pattern of NO release is most likely restricted
to a characteristic subset of glomeruli activated by the particular
odor (Joerges et al., 1997 ). In both cases, NO acts via regulation of
cGMP levels in the target cells. However, our investigations show that
the mechanisms of the NO-mediated interactions differ between
habituation and associative learning. Whereas local uncaging of NO in
the entire AL imitates the presumed behavioral effect in habituation,
uncaging NO in the ALs not only fails to imitate the presumed effect on induction of long-term memory but impairs learning in general (Müller, 2000 ). This supports the idea that uncaging NO in the entire AL interferes with yet unknown NO-mediated processes required for olfactory learning. These processes are apparently not modulated via cGMP and PKA, because uncaging cGMP and cAMP in the entire AL does
not impair olfactory learning and improves LTM formation as predicted.
Together, all of these observations point to different NO-mediated
processes for habituation and associative learning. A characteristic these processes have in common, however, is that the NO system in the
ALs plays an important role in translating temporal features of
stimulation into distinct temporal activation patterns of intracellular pathways such as the cAMP/PKA pathway.
 |
FOOTNOTES |
Received April 12, 2002; revised June 26, 2002; accepted July 12, 2002.
This work was supported by Deutsche Forschungsgemeinschaft
Sonderforschungsbereich 515/C3. We thank R. Menzel
for helpful suggestions on this manuscript and M. Wurm for help with
this manuscript.
Correspondence should be addressed to Uli Müller, Freie
Universität Berlin, Institut für Biologie, Neurobiologie,
Königin-Luise-Strasse 28/30, 14195 Berlin, Germany. E-mail:
muelleru{at}zedat.fu-berlin.de.
 |
REFERENCES |
-
Abel T,
Nguyen PV,
Barad M,
Deuel TAS,
Kandel ER
(1997)
Genetic demonstration of a role for PKA in the late phase of LTP and in hippocampus-based long-term memory.
Cell
88:615-626[ISI][Medline].
-
Asztalos Z,
Von Wegerer J,
Wustmann G,
Dombradi V,
Gausz J,
Spatz H-C,
Friedrich P
(1993)
Protein phosphatase 1-deficient mutant Drosophila is affected in habituation and associative learning.
J Neurosci
13:924-930[Abstract].
-
Bailey CH,
Chen M
(1983)
Morphological basis of long-term habituation and sensitization in Aplysia.
Science
220:91-93[Abstract/Free Full Text].
-
Bailey CH,
Chen M
(1988)
Morphological basis of short-term habituation in Aplysia.
J Neurosci
8:2452-2459[Abstract].
-
Boyle MB,
Klein M,
Smith SJ,
Kandel ER
(1982)
Serotonin increased intracellular Ca2+ transients in voltage-clamped sensory neurons of Aplysia californica.
Proc Natl Acad Sci USA
81:7642-7646.
-
Braun G,
Bicker G
(1992)
Habituation of an appetitive reflex in the honeybee.
J Neurophysiol
67:588-598[Abstract/Free Full Text].
-
Byers D,
Davis RL,
Kiger JAJ
(1981)
Defect in cyclic AMP phosphodiesterase due to the dunce mutation of learning in Drosophila melanogaster.
Nature
289:79-81[Medline].
-
Byrne JH
(1982)
Analysis of synaptic depression contributing to habituation of gill-withdrawal reflex in Aplysia californica.
J Neurophysiol
48:431-437[Abstract/Free Full Text].
-
Carew TJ,
Pinsker H,
Kandel ER
(1972)
Long-term habituation of a defensive withdrawal reflex in Aplysia.
Science
175:451-454[Abstract/Free Full Text].
-
Castellucci VF,
Pinsker H,
Kupfermann I,
Kandel ER
(1970)
Neuronal mechanisms of habituation and dishabituation of the gill-withdrawal reflex in Aplysia.
Science
167:1745-1748[Abstract/Free Full Text].
-
Chalfie M,
Sulston JE,
White JG,
Southgate E,
Thomson JN,
Brenner S
(1985)
The neural circuit for touch sensitivity in Caenorhabditis elegans.
J Neurosci
5:956-964[Abstract].
-
Davis RL
(1996)
Physiology and biochemistry of Drosophila learning mutants.
Physiol Rev
76:299-317[Abstract/Free Full Text].
-
Duerr JS,
Quinn WG
(1982)
Three Drosophila mutations that block associative learning also affect habituation and sensitization.
Proc Natl Acad Sci USA
79:3646-3650[Abstract/Free Full Text].
-
Engel JE,
Wu CF
(1996)
Altered habituation of an identified escape circuit in Drosophila memory mutants.
J Neurosci
16:3486-3499[Abstract/Free Full Text].
-
Engel JE,
Wu CF
(1998)
Genetic dissection of functional contributions of specific potassium channel subunits in habituation of an escape circuit in Drosophila.
J Neurosci
18:2254-2267[Abstract/Free Full Text].
-
Groves PM,
Thompson RF
(1970)
Habituation: a dual process theory.
Psychol Rev
77:419-450[Medline].
-
Han P-L,
Levin LR,
Reed RR,
Davis RL
(1992)
Preferential expression of the Drosophila rutabaga gene in mushroom bodies, neural centers for learning in insects.
Neuron
9:619-627[ISI][Medline].
-
Hildebrandt H,
Müller U
(1995a)
Octopamine mediates rapid stimulation of protein kinase A in the antennal lobe of honeybees.
J Neurobiol
27:44-50[ISI][Medline].
-
Hildebrandt H,
Müller U
(1995b)
PKA activity in the antennal lobe of honeybees is regulated by chemosensory stimulation in vivo.
Brain Res
679:281-288[ISI][Medline].
-
Jin R,
Griffith LC,
Murphey RK
(1998)
Presynaptic calcium/calmodulin-dependent protein kinase II regulates habituation of a simple reflex in adult Drosophila.
J Neurosci
18:8955-8964[Abstract/Free Full Text].
-
Joerges J,
Küttner A,
Galizia G,
Menzel R
(1997)
Representations of odours and odour mixtures visualized in the honeybee brain.
Nature
387:285-288.
-
Krasne FB
(1969)
Excitation and habituation of the crayfish escape reflex: the depolarizing response in lateral fibres of the isolated abdomen.
J Exp Biol
50:117-157.
-
Livingstone MS,
Sziber PP,
Quinn WG
(1984)
Loss of calcium/calmodulin responsiveness in adenylate cyclase of rutabaga, a Drosophila learning mutant.
Cell
37:205-215[ISI][Medline].
-
Müller U
(1997)
Neuronal cAMP-dependent protein kinase type II is concentrated in Mushroom bodies of Drosophila melanogaster and the honeybee, Apis mellifera.
J Neurobiol
33:33-44[Medline].
-
Müller U
(2000)
Prolonged activation of cAMP-dependent protein kinase during conditioning induces long-term memory in honeybees.
Neuron
27:159-168[ISI][Medline].
-
Müller U,
Hildebrandt H
(1995)
The nitric oxide/cGMP system in the antennal lobe of Apis mellifera is implicated in integrative processing of chemosensory stimuli.
Eur J Neurosci
7:2240-2248[ISI][Medline].
-
Nighorn A,
Healy MJ,
Davis RL
(1991)
The cyclic AMP phosphodiesterase encoded by the Drosophila dunce gene is concentrated in the mushroom body neuropil.
Neuron
6:455-467[ISI][Medline].
-
Rankin CH
(1994)
Mechanistic questions raised by a behavioral analysis of habituation in Caenorhabditis elegans.
The Neuroscientist
6:3-9.
-
Rayport S,
Schacher S
(1986)
Synaptic plasticity in vitro cell culture of identified Aplysia neurons mediating short term-habituation and sensitization.
J Neurosci
6:759-763[Abstract].
-
Rees CT,
Spatz H-C
(1989)
Habituation of the landing response of Drosophila wild-type and mutants defective in olfactory learning.
J Neurogenet
5:105-118[ISI][Medline].
-
Rose JK,
Rankin CH
(2001)
Analyses of habituation in Caenorhabditis elegans.
Learn Mem
8:63-69[Abstract/Free Full Text].
-
Schacher S,
Castellucci VF,
Kandel ER
(1988)
cAMP evokes long-term facilitation in Aplysia sensory neurons that requires new protein synthesis.
Science
240:1667-1669[Abstract/Free Full Text].
-
Stopfer M,
Carew TJ
(1996)
Heterosynaptic facilitation of tail sensory neuron synaptic transmission during habituation in tail-induced tail and siphon withdrawal reflexes of Aplysia.
J Neurosci
16:4933-4948[Abstract/Free Full Text].
-
Stopfer M,
Chen XH,
Tai YT,
Huang GS,
Carew TJ
(1996)
Site specificity of short-term and long-term habituation in the tail-elicited siphon withdrawal reflex of Aplysia.
J Neurosci
16:4923-4932[Abstract/Free Full Text].
-
Thompson RF,
Spencer WA
(1966)
Habituation: a model phenomenon for the study of the neuronal substrates of behavior.
Psychol Rev
73:16-43[ISI][Medline].
-
Wicks SR,
Rankin CH
(1995)
Integration of mechanosensory stimuli in Caenorhabditis elegans.
J Neurosci
15:2434-2444[Abstract].
-
Zars T,
Fischer M,
Schulz R,
Heisenberg M
(2000)
Localization of a short-term memory in Drosophila.
Science
288:672-675[Abstract/Free Full Text].
Copyright © 2002 Society for Neuroscience 0270-6474/02/22198739-09$05.00/0
This article has been cited by other articles:

|
 |

|
 |
 
S. Watanabe, Y. Kirino, and A. Gelperin
Neural and molecular mechanisms of microcognition in Limax
Learn. Mem.,
August 26, 2008;
15(9):
633 - 642.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
M. Michel, I. Kemenes, U. Muller, and G. Kemenes
Different phases of long-term memory require distinct temporal patterns of PKA activity after single-trial classical conditioning
Learn. Mem.,
August 26, 2008;
15(9):
694 - 702.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
T. Yabumoto, F. Takanashi, Y. Kirino, and S. Watanabe
Nitric oxide is involved in appetitive but not aversive olfactory learning in the land mollusk Limax valentianus
Learn. Mem.,
April 2, 2008;
15(4):
229 - 232.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
I. T. Barbarossa, P. Muroni, M. D. Setzu, and A. M. Angioy
Dose-Dependent Nonassociative Olfactory Learning in a Fly
Chem Senses,
July 1, 2007;
32(6):
535 - 541.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
R. Menzel and G. Manz
Neural plasticity of mushroom body-extrinsic neurons in the honeybee brain
J. Exp. Biol.,
November 15, 2005;
208(22):
4317 - 4332.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
K. C. Daly, T. A. Christensen, H. Lei, B. H. Smith, and J. G. Hildebrand
Learning modulates the ensemble representations for odors in primary olfactory networks
PNAS,
July 13, 2004;
101(28):
10476 - 10481.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
A. Friedrich, U. Thomas, and U. Muller
Learning at Different Satiation Levels Reveals Parallel Functions for the cAMP-Protein Kinase A Cascade in Formation of Long-Term Memory
J. Neurosci.,
May 5, 2004;
24(18):
4460 - 4468.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
R. Scheiner, M. B. Sokolowski, and J. Erber
Activity of cGMP-Dependent Protein Kinase (PKG) Affects Sucrose Responsiveness and Habituation in Drosophila melanogaster
Learn. Mem.,
May 1, 2004;
11(3):
303 - 311.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
A. J. Susswein, A. Katzoff, N. Miller, and I. Hurwitz
Nitric Oxide and Memory
Neuroscientist,
April 1, 2004;
10(2):
153 - 162.
[Abstract]
[PDF]
|
![]() | |