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TITLE PAGE
Title: Temporal gating of synaptic competition in the lateral
amygdala by
cannabinoid receptor modulation of the thalamic input
Author Affiliation: Ana Drumonda,b, Natália Madeiraa,b, Rosalina
Fonsecaa,b
a Instituto Gulbenkian de Ciência, Rua Quinta Grande, 6 2780-156
Oeiras
bChronic Diseases Research Center (CEDOC), NOVA Medical
School,
Universidade Nova de Lisboa, Campo dos Mártires da Pátria, 130
1169-056
Lisboa
Corresponding Author: Rosalina Fonseca, Campo dos Mártires da
Pátria, 130
1169-056 Lisboa, phone: +351 218803101 email:
[email protected]
Keywords: Amygdala, Cannabinoid receptor, Long-term
potentiation, Synaptic
competition, Synaptic cooperation,
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ABSTRACT
The acquisition of fear memories involves plasticity of the
thalamic and cortical
pathways to the lateral amygdala (LA). The maintenance of
synaptic plasticity
requires the interplay between input-specific synaptic tags and
the allocation of
plasticity-related proteins (PRPs). Based on this interplay,
weakly activated
synapses can express long-lasting synaptic plasticity by
cooperation with strongly
activated ones. Increasing the number of activated synapses can
shift
cooperation to competition. Synaptic cooperation and competition
can determine
whether two events, separated in time, are linked or selected.
The rules that
determine whether synapses cooperate or compete are unknown. We
found that
synaptic cooperation and competition, in the LA, are determined
by the temporal
sequence of cortical and thalamic stimulation and that the
strength of the synaptic
tag is modulated by the endocannabinoid signalling. This
modulation is
particularly effective in thalamic synapses, suggesting a
critical role of
endocannabinoids in restricting thalamic plasticity. Also, we
found that PRPs
availability is modulated by the action-potential firing of
neurons, shifting
competition to cooperation. Our data present the first evidence
that pre-synaptic
modulation of synaptic activation, by the cannabinoid
signalling, function as a
temporal gating mechanism limiting synaptic cooperation and
competition.
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INTRODUCTION
Learning is a key process allowing individuals to adapt to
environmental
challenges (McKenzie and Eichenbaum, 2011). Cellular models of
memory, such
as long-term potentiation (LTP), share common principles with
memory
consolidation (Bliss and Collingridge, 1993). As for memory, not
all events are
maintained in long-lasting forms of LTP. Depending on the
strength of synaptic
activation, LTP induction can set a local, input-specific,
synaptic tag or it can also
induce the synthesis of PRPs (Frey and Morris, 1997; Sajikumar
and Frey, 2004).
If protein synthesis is triggered, LTP is maintained. Since the
setting of the
“synaptic tag” and the capture of PRPs are two independent
processes, then
induction of a maintained form of LTP in one set of synapses can
stabilize a
transient form of LTP induced in a second independent set of
synapses (Redondo
and Morris, 2011). This cooperative maintenance allows neurons
to integrate
events that occur within large time windows, ranging from 30 to
60 minutes (Frey
and Morris, 1998; Sajikumar et al., 2007). If PRPs are limited,
for example by
blocking protein-synthesis, or by increasing the pool of
activated synapses, then
synaptic competition is observed (Fonseca et al., 2004;
Govindarajan et al., 2011;
Sajikumar et al., 2014). In this working model, synaptic
cooperation and
competition are determined by a balance between PRPs
availability (source) and
the strength of the tag (sink). In turn, the tag strength is a
combination of the
number of activated synapses and the ability that each synapse
has in capturing
PRPs (Fonseca, 2012; Szabó et al., 2016). Previous studies
looking at
competition in CA1 hippocampal synapses have shown that
competition was
correlated with the strength of the tag (Fonseca et al., 2004).
According to this,
synapses were stronger or weaker depending on their relative
activation and
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therefore, winning synapses block the maintenance of LTP in
loser synapses.
However, this was not observed in a second study, where
competition displayed
a “winner-take-all” form. In this case, strong and weak
activated synapses were
similar in their ability to capture PRPs and neither were
maintained in a
competitive setting (Sajikumar et al., 2014).
Cooperation in the lateral-amygdala follows similar principles
as shown for
hippocampal synapses. Lateral amygdala pyramidal cells receive
input from the
auditory cortex (C) and the auditory thalamus (T), a neuronal
circuitry that is
involved in the acquisition of fear memories (Amano et al.,
2010). Lesion studies
have shown that the activation of either thalamic or cortical
inputs is sufficient to
acquire a fear memory, whereas both inputs are necessary to
discriminate
between fearful and neutral events (Antunes and Moita, 2010). We
have
previously shown that cortical and thalamic synapses can
cooperate by a
synaptic tagging and capture mechanism (Fonseca, 2013).
Interestingly, thalamic
and cortical synapses were not identical in their ability to
capture PRPs and
maintain LTP by cooperation. Thalamic synapses had a much
shorter time
window of cooperation and this time-window was restricted by the
activation of
presynaptic cannabinoid receptors (CB1R). This finding gains
further relevance
if one considers the established link between endocannabinoid
signalling and the
acquisition of fear memories (Drumond et al., 2017; Mechoulam
and Parker,
2013). Endocannabinoids are synthesised on-demand, triggered by
neuronal
activation and once synthesised, cross the neuronal membrane and
bind to their
receptors (type 1 cannabinoid receptor – CB1R – and type 2
cannabinoid
receptor – CB2R), resulting in a suppression of neurotransmitter
release at
excitatory and inhibitory synapses (Kano et al., 2009; Turu and
Hunyady, 2010).
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Their degradation by the Fatty acid amide hydrolase (FAAH) and
the DAGL
(DAG-hydrolizing enzyme) terminate their signalling (Drumond et
al., 2017).
CB1Rs are highly expressed in the amygdala with regional
differences between
the lateral, basal and central amygdala (Marsicano and Lutz,
1999). There is
compelling evidence that CB1R activation reduces amygdala
excitability (Azad et
al., 2003; Lutz et al., 2015) and together with a recent report
that
endocannabinoid synthesis is sensitized by previous negative
events
(Sumislawski et al., 2011), support the hypothesis that
endocannabinoid
signalling restricts fear-memory acquisition.
Here, we assessed the temporal rules that determine whether
cortical and
thalamic synapses interact by cooperation or competition.
Further, we tested the
role of the endocannabinoid signalling in competition and their
contribution in the
modulation of cortical and thalamic synaptic plasticity. Our
data support the
hypothesis that synaptic competition is a cellular mechanism to
select the events
that are maintained and its temporal restriction may promote
memory selectivity.
MATERIALS AND METHODS
A total of 260 slices prepared from 104 male Sprague-Dawley rats
(3-5
week old) were used for electrophysiological recordings. All
procedures were
approved by the Portuguese Veterinary Office (Direcção Geral de
Veterinária e
Alimentação - DGAV). Coronal brain slices (350 µm) containing
the lateral
amygdala were prepared as described previously (Fonseca, 2013).
Whole-cell
current-clamp synaptic responses were recorded using glass
electrodes (7-
10MΩ; Harvard apparatus, UK), filled with internal solution
containing (in mM): K-
gluconate 120, KCl 10, Hepes 15, Mg-ATP 3, Tris-GTP 0.3
Na-phosphocreatine
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15, Creatine-Kinase 20U/ml (adjusted to 7.25 pH with KOH,
290mOsm). Putative
pyramidal cells were selected by assessing their firing
properties in response to
steps of current (Supplementary Figure 1A). Voltage-clamp
synaptic currents
were recorded using 2-3MΩ glass electrodes filled with internal
solution. Only
cells that had a resting potential of less than -60mV without
holding current were
taken further into the recordings. Neurons were kept at -70mV to
-75mV with a
holding current below -0.25nA. In current clamp recordings, the
series resistance
was monitored throughout the experiment and ranged from
30MΩ-40MΩ; in
voltage clamp recordings, series resistance ranged from 10-20MΩ;
changes
exceeding 25% of the series resistance determined the end of the
recording.
Electrophysiological data were collected using an RK-400
amplifier (Bio-Logic,
France) filtered at 1 kHz and digitized at 10kHz using a
Lab-PCI-6014 data
acquisition board (National Instruments, Austin, TX) and stored
on a PC. Offline
data analysis was performed using a customized LabView-program
(National
Instruments, Austin, TX). To evoke synaptic EPSP, tungsten
stimulating
electrodes (Science Products, GmbH, Germany) were placed on
afferent fibers
from the internal capsule (thalamic input) and from the external
capsule (cortical
input–Supplementary Figure 1A’). Pathway independence was
checked by
applying two pulses with a 30ms interval to either thalamic or
cortical inputs and
confirming the absence of crossed pair-pulse facilitation. EPSPs
were recorded
with a test pulse frequency for each individual pathway of 0.033
Hz. After 20 min
of baseline, long-lasting LTP (L-LTP) was induced with a strong
tetanic
stimulation (25 pulses at a frequency of 100 Hz, repeated five
times, with an
interval of 3 sec), whereas transient LTP (E-LTP) was induced
with a weak tetanic
stimulation (25 pulses at a frequency of 100 Hz, repeated three
times with an
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interval of 3 sec). DSE was induced by depolarizing the cell (in
voltage-clamp
mode) to 0mV during 10 sec.
Drugs were dissolved in DMSO (0.01%) and diluted to achieve the
final
concentration: Rapamycin (Tocris) 1µM, AM281 (Sigma) 0.5µM or 1
µM, URB597
(Tocris) 1µM, Picrotoxin (Sigma) 25µM, Win55,212-12 (Tocris) 5µM
or 10 µM and
SCH-50911 (Tocris) 10 µM. In control experiments, only DMSO was
added to the
ACSF.
As a measure of synaptic strength, the initial slope of the
evoked EPSPs
was calculated and expressed as percent changes from the
baseline mean. Error
bars denote SEM values. For the statistical analysis, LTP values
were averaged
over 5 min data bins immediately after LTP induction (T Initial
- see timeline for
each particular pathway and experimental condition) and at the
end of the
recording (T Final 100-105 minutes). LTP decay was calculated by
[(T Initial –T
Final)/T Final*100]. Normality was assessed using the
Kolmogorov-Smirnov and
the Shapiro-Wilk test. Since some of our groups were not normal,
group
differences were assessed using a non-parametric test
(Kruskal–Wallis Test,
SPSS software). For the correlation analysis a multiple
regression analysis was
used (SPSS Software). In Depolarization-suppression of
excitation (DSE)
experiments, the maximal amplitude of currents evoked by
thalamic or cortical
stimulation (EPSC) was compared before and after depolarization
(Kruskal–
Wallis test). For the analysis of the decrease in EPSP slope and
changes in PPF,
induced by CB1R agonist, we used the Friedman ANOVA (SPSS
software) and
compared changes before and after agonist application.
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RESULTS
Stimulation of a second thalamic input leads to competition
and
destabilization of a previous induced LTP at thalamic
synapses
Both thalamic and cortical input afferents to the lateral
amygdala can
express transient and maintained forms of LTP, depending on the
stimulation
strength (Fonseca, 2013). Weak tetanic stimulation of thalamic
or cortical inputs
led to an increase in EPSP slope that decayed to baseline values
at the end of
the recording (Supplementary Figure 1B/C). If cortical synapses
were stimulated
with a strong tetanic stimulation, prior to weak thalamic
stimulation, thalamic LTP
was maintained despite the weak synaptic stimulation
(Supplementary Figure
1D). This heterosynaptic cortical-to-thalamic cooperation is
dependent on the
synthesis of plasticity-related proteins. Bath application of
rapamycin, an mTOR
pathway inhibitor (Sosanya et al., 2015), led to the
destabilization of the cortical
LTP as well as to the blockade of the cooperative maintenance of
the weak
thalamic LTP (Supplementary Figure 1E). Analysis of the
percentage decay of
LTP showed that the maintenance of LTP in cortical and thalamic
synapses
depend on the synthesis of PRPs or its capture through synaptic
cooperation
(Supplementary Figure 1F).
Since the maintenance of LTP is dependent on this interplay
between
synaptic tags and the availability of PRPs, to test whether
thalamic and cortical
synapses compete, we increased the pool of activated synapses,
by stimulating
a second thalamic input (thalamic W2). Our previous results
showed that the time
window for thalamic synapses to effectively capture PRPs was
around 7.5
minutes (Fonseca, 2013). Thus, we stimulated a second thalamic
input (W2), with
a weak tetanic stimulation, 7.5 minutes after the first weak
thalamic (W1)
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stimulation. We observed that the LTP in the thalamic W2 was not
maintained
and that the LTP in the thalamic W1 was destabilized, leading to
its decay.
Interestingly, the cortical LTP (S3) was not significantly
destabilized by this
thalamic competition (Figure 1A) and competition was not
observed in the
absence of W2 stimulation (Figure 1B).
Figure 1. Competition was induced by increasing the pool of
activated thalamic synapses. A. Weak stimulation of the Thalamic W2
led to the destabilization of the thalamic W1 LTP, but not of the
cortical S3 LTP. B. If the Thalamic W2 was not weakly stimulated,
LTP in the cortical S3 and thalamic W1 was maintained, by
cooperation. C. Cooperation was also observed if weak thalamic W2
was stimulated 22.5 minutes after cortical S3 strong stimulation.
D. The decay of LTP in the cortical S3 was similar in all
conditions tested, whereas the Thalamic LTP, in W1 and W2, decayed
significantly more if both thalamic inputs were stimulated
(*p=0.007; # p=0.01). Inserts represent EPSPs traces before (T1),
after LTP induction (T2) and at the end of the recording (T3).
Bars: 20 ms and 15mV. Error bars represent SEM, n=number of
slices.
To rule out that the decay observed in the thalamic W2, under
competition,
was due to the time of weak W2 stimulation, we did a cooperation
experiment in
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which the weak stimulation of W1 is not present. Thalamic W2 LTP
was still
maintained even if stimulated 22.5 minutes after cortical strong
stimulation
(Figure 1C), showing that at this later time point W2 is still
able to capture PRPs.
No significant change in LTP decay was observed for the cortical
input in all
conditions (Figure 1D). These observations suggest that
competition results from
an imbalance between the availability of PRPs and the pool of
activated synapses
in a source-to-sink distribution.
Modulation of the endocannabinoid system alters synaptic
competition
We have previously found that inhibiting CB1R extends the
time-window
of thalamic cooperation (Fonseca, 2013). To test whether
modulation of the
endocannabinoid system also plays a role in synaptic
competition, we did a
competition experiment while decreasing or increasing
endocannabinoid
signalling. We found that pharmacological inhibition of CB1R led
to an increase
in competition, resulting in the destabilization of LTP in all
inputs, thalamic and
cortical (Figure 2A; Supplementary Figure S2). Conversely,
inhibition of
anandamine degradation, by URB597 a specific inhibitor of FAAH,
reduced
competition and allowed the maintenance of LTP in all stimulated
inputs (Figure
2B). Importantly, the inhibition of CB1R by AM281 did not block
LTP maintenance
if competition was not induced (Figure 2C). Analysis of the
percentage decay of
LTP showed that URB597 treatment significantly decreased the
decay of LTP in
both thalamic W1 and W2 whereas AM281 application significantly
increased
cortical S3 decay under competition (Figure 2D). These results
show that PRPs
synthesised upon strong cortical stimulation are able to promote
the maintenance
of all activated synapses if CB1R activation is increased. Since
the availability of
PRPs is similar in all conditions tested, this observation
suggests that CB1R
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activation modulates the strength of the tag gating the balance
towards
cooperation, if CB1R activation is increased, or towards
competition, if CB1R
activation is decreased.
Figure 2. Competition was modulated by the activation of CB1R.
A. Inhibition of CB1R, by AM281application (0.5µM – solid line) led
to an increase in competition and to the destabilization of the
cortical S3 LTP. B. Conversely, the inhibition of anandamine
degradation, by URB597 application (1µM – solid line), led to the
maintenance of LTP in all inputs. C. Inhibition of CB1R, by AM281
application (solid line) did not induce competition if the thalamic
W2 input was not stimulated. D. The decay of LTP in the strong
cortical was significantly higher in the presence of AM281, whereas
the thalamic LTP decayed significantly less in the presence of
URB597 or when the thalamic W2 was not stimulated. Inserts
represent EPSPs traces before (T1), after LTP induction (T2) and at
the end of the recording (T3). Bars: 20 ms and 15mV. Error bars
represent SEM, n=number of slices.
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Competition depends on the relative time of synaptic
stimulation
Since the tag in restricted in time, the sequence of synaptic
activation
between the multiple inputs will determine whether PRPs are
still available, but
also if synapses are still capturing PRPs. In our experimental
conditions,
competition is induced by the stimulation of the second thalamic
input that creates
an additional pool of activated synapses that capture PRPs. To
test whether
synaptic competition depends on the time interval of the
different input
stimulation, we delayed the weak thalamic W2 stimulation to 65
minutes. Based
on our previous findings, by increasing the interval between the
first and second
thalamic stimulation to 30 minutes, we predicted that W1 is no
longer destabilized
by W2 stimulation. Indeed, we found that synaptic competition is
abolished and
no destabilization was observed in the thalamic W1 LTP
maintenance (Figure
3A).
Figure 3. Delaying the stimulation of the thalamic W2 prevents
competition A. If thalamic W2 weak stimulation was delayed to 65
minutes (30 minutes after
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W1 stimulation) competition was not observed. B. Thalamic W2 was
not maintained by cooperation if weak stimulation was delayed to 65
minutes (45 minutes after cortical stimulation). C. Application of
AM281 (solid line) increases competition even if thalamic W2 weak
stimulation is delayed to 65 minutes, leading to the
destabilization of the cortical and thalamic W1 LTP. D. The decay
of LTP in the strong cortical and the thalamic W1 was significantly
higher in the presence of AM281, whereas the decay of the thalamic
W2 did not differ in all conditions. Inserts represent EPSPs traces
before (T1), after LTP induction (T2) and at the end of the
recording (T3). Bars: 20 ms and 15mV. Error bars represent SEM,
n=number of slices.
Interestingly, thalamic W2 LTP was not stabilized, suggesting
that PRPs,
at this time point, are not sufficient to maintain the thalamic
W2 LTP. This
interpretation is corroborated by the observation that
cooperation also did not
occur if strong cortical S3 and weak W2 thalamic stimulation
were separated by
45 minutes (Figure 3B). As in the previous experiment,
inhibiting CB1R increased
competition. In the presence of AM281, stimulation of thalamic
W2 promoted the
destabilization of thalamic W1 and cortical S3 LTP (Figure 3C).
Weak stimulation
of thalamic W2, under CB1R inhibition, significantly increased
the LTP decay of
the thalamic W1 and cortical S3 LTP (Figure 3D).
Competition depend on the availability of PRPs
Since competition relies on the balance between the source and
the sink
of PRPs, then increasing the availability of PRPs, the source,
should abolish
competition. In our experimental condition, PRPs synthesis was
induced by the
strong cortical stimulation. To test this, we shortened the time
interval between
weak thalamic and strong cortical synaptic stimulation. We found
that, when
thalamic S1 and S2 were stimulated in the close temporal
vicinity to cortical
strong stimulation, LTP in all activated inputs was maintained
(Figure 4A). Once
more, CB1R inhibition led to an increase in competition and to
the destabilization
of LTP in all stimulated inputs (Figure 4B). Reducing the time
interval of weak
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thalamic stimulation in relation to strong cortical LTP,
decreased competition,
reducing LTP decay. Inhibiting CB1R activation restored
competition, suggesting
that blocking CB1R created a new imbalance between source and
sink (Figure
4C).
Figure 4. Competition is abolished if PRPs availability is
increased. A. Shortening the time interval between the weak
thalamic W1 and W2 and the cortical S3 stimulation abolished
competition. B. Application of AM281 increased competition and led
to the destabilization of LTP in all inputs. C. Percentage decay of
LTP for all conditions tested. The decay of LTP is significantly
higher for all inputs in the presence of AM281. Inserts represent
EPSPs traces before (T1), after LTP induction (T2) and at the end
of the recording (T3). Bars: 20 ms and 15mV. Error bars represent
SEM, n=number of slices.
Since the inhibition of CB1R increased competition and
considering that
competition is determined by a source-to-sink balance, then CB1R
inhibition may
increase the sink (tag) or decrease the source (PRPs). Although
CB1R inhibition
is associated with a decrease in protein synthesis, by
modulation of the mTOR
pathway, the observation that inhibiting CB1R promotes
cooperation (Fonseca,
2013), does not support the hypothesis that CB1R inhibition
decreases the
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source. An alternative hypothesis is that inhibition of CB1R
increases the sink,
which goes in line with CB1R inhibition promoting cooperation.
Given that CB1R
inhibition, in a competitive setting, led to the destabilization
of the cortical LTP,
we hypothesised that CB1R modulation is higher in thalamic
synapses than in
cortical synapses. If indeed CB1R preferentially modulates the
tag strength of
thalamic synapses, then inhibiting CB1R during competition would
create an
imbalance towards thalamic synapses forcing the cortical
synapses to lose. To
test this hypothesis, we assessed the modulation of thalamic and
cortical
synapses by CB1R. CB1R activation is necessary for the induction
of the
depolarizing-induced suppression of excitation (DSE). This
short-term plasticity
is associated with a decrease in presynaptic glutamate release
induced by
transient depolarization (Kodirov et al., 2010). The induction
of DSE resulted in a
significant decrease in EPSC amplitude both in the thalamic and
cortical activated
synapse (Supplementary Figure 3A). Inhibition of CB1R with 0.5µM
AM281
application blocked the induction of DSE in cortical but not in
thalamic inputs
(Supplementary Figure 3B), whereas inhibition of CB1R with 1µM
AM281
application blocked the induction of DSE in both cortical and
thalamic inputs
(Supplementary Figure 3C). Since a higher concentration of AM281
was
necessary to fully block DSE in thalamic synapses, our results
support the
hypothesis that the expression, or activity, of CB1R is higher
in thalamic inputs.
To further confirm these findings, we analysed the effect of a
CB1R agonist
in EPSPs evoked by thalamic and cortical input stimulation. Bath
application of
Win55,212-2 reduced EPSP slope evoked by thalamic and cortical
input
stimulation (Supplementary Figure 4A). As for the DSE
experiment, a stronger
effect of the CB1R agonist was observed in thalamic synapses
(Supplementary
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Figure 4A/B). Analysis of pair pulse facilitation (PPF), evoked
by stimulation of
thalamic or cortical inputs showed a significant decrease in
PPF, suggesting a
presynaptic effect of CB1R activation (Supplementary Figure 4C).
Taken
together, our results suggest that CB1R activation has a major
role in modulating
thalamic synapses with a clear impact in restricting both
cooperation and
competition between cortical and thalamic synapses.
Decreasing inhibition promotes synaptic cooperation
It is well established that CB1R activation can modulate
excitation as well
as inhibition (Azad et al., 2003), resulting in an overall
decrease in amygdala
excitability (Pistis et al., 2004). Thus, one possibility is
that the inhibition of CB1R
increases competition by increasing excitability. To test this
hypothesis, we used
Picrotoxin, an inhibitor of GABA A receptors, to increase
excitability in the lateral
amygdala during competition. Since decreasing inhibition reduces
the threshold
of LTP induction, we used the experimental design of late W2
thalamic
stimulation, described in Figure 3A, to avoid overlap of
picrotoxin with LTP
induction. Picrotoxin application (25µM) was restricted to the
time interval
between the W1 and W2 weak thalamic stimulation (from 35 to 60
minutes).
Additionally, we confirmed that weak thalamic stimulation, in
this experimental
condition, did not led to a maintained LTP (Supplementary Figure
5A). We then
tested whether weak stimulation of W2 would promote competition,
under
decreased inhibition. We did not observe competition, rather, we
found that,
under reduced inhibition, the weak thalamic W2 was now
maintained, despite its
late induction (Figure 5A). Co-application of rapamycin with
picrotoxin abolished
the maintenance of the LTP in the thalamic W2, showing that weak
thalamic LTP
maintenance occurs through cooperative sharing and capture of
PRPs
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(Supplementary Figure 5B). Taken together, decreasing inhibition
did not
increase competition but rather allowed the maintenance of the
weak thalamic
W2, in a protein-synthesis dependent manner. This suggests that
picrotoxin
increases the availability of PRPs which were captured by the
weak thalamic S2.
Previous studies have found an association between protein
synthesis and
neuronal activity, in particular action-potential firing
(Fonseca et al., 2006;
Karpova, 2006). Since our cells fire more action potentials,
under picrotoxin
application, we repeated the experiment described above but
prevented the cells
from firing during the time period of picrotoxin application.
Cells were voltage-
clamped to -75mV, from 40 to 60 minutes. Preventing neuronal
firing abolished
the maintenance of the weak thalamic S2 LTP (Figure 5B). In this
condition the
cooperative maintenance of the thalamic W2 LTP, promoted by
picrotoxin, was
abolished. Further, the number of spikes negatively correlated
with the
percentage of LTP decay in the weak thalamic W2 pathway (Figure
5C). This
argues for an increase PRPs synthesis induced by spiking,
favouring the
maintenance of the transient weak thalamic LTP through synaptic
cooperation.
Inhibition of protein synthesis, at this later time point, had
no effect in thalamic
W1 and cortical LTP, showing that LTP maintenance at this point
was no longer
dependent on protein synthesis (Figure 5D).
If decreasing inhibition favours an increase in PRPs
availability, it is
conceivable that it abolishes the increase in competition
observed under
inhibition of CB1R. To test this, we did a late competition
experiment with the co-
application of AM281 and picrotoxin. The inhibition of CB1R with
AM281 covers
the induction of LTP in both W1 and W2 thalamic inputs
whereas
AM281/picrotoxin co-application was restricted to the time
window between S1
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18
and S2 thalamic stimulation. In this experimental setting, we
still observed
competition similar to AM281 application alone (Figure 5E/
Supplementary Figure
5C). A similar result was obtained by co-application of
SCH-50911, an inhibitor
of GABA B receptors (Supplementary Figure 5D). Analysis showed
no
differences, in the percentage decay of LTP, between AM281,
AM281/picrotoxin
and AM281/SCH-50911 co-application (Figure 5F). This shows that
the decay in
LTP induced by CB1R inhibition, in competition, is not due to an
increase in
inhibition. Rather, CB1R inhibition creates a new unbalance by
increasing
thalamic activation.
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19
Figure 5. Decreasing inhibition promotes cooperation. A.
Decreasing inhibition, by Picrotoxin application (25µM – solid
line), allowed the maintenance of LTP in all inputs. B. Maintaining
the cells in voltage-clamp mode abolished the cooperative
maintenance induced by picrotoxin application. C. Correlation plot
of the total number of spikes throughout the recorded time against
the percentage decay of the thalamic W2. The significant negative
correlation showed that a higher spike number decreases thalamic W2
decay. D. Percentage decay of LTP for all conditions tested. The
decay of LTP in the thalamic W2 is significantly lower if slices
are treated with picrotoxin, before thalamic W2 stimulation. No
significant change in LTP decay was observed in the cortical and
thalamic W1. E. Inhibition of CB1R, by AM281 (dashed line),
increased competition even if GABA A receptors are also inhibited
(picrotoxin - solid line). F. No difference was observed in LTP
decay for AM281 or co-application of AM281 with picrotoxin or
SCH-50911. Inserts represent EPSPs traces before (T1), after LTP
induction (T2) and at the end of the recording (T3). Bars: 20 ms
and 15mV. Error bars represent SEM, n=number of slices.
DISCUSSION
In this study, we present the first evidence that thalamic and
cortical inputs,
to the lateral amygdala, interact by synaptic competition.
Synaptic cooperation
and competition are two forms of heterosynaptic plasticity that
occur within large
time intervals and result from the synaptic integration of
biochemical signals. As
described in hippocampal CA3 to CA1 synapses (Fonseca et al.,
2004; Sajikumar
et al., 2014), competition in the amygdala was observed when the
pool of
activated synapses was higher than the availability of PRPs. Our
results support
the hypothesis that synaptic cooperation and competition are
determined by a
balance between the pool of activated synapses (sink) and the
availability of
PRPs (source). In our experimental setting, PRPs synthesis was
induced by the
strong stimulation of the cortical input to the lateral amygdala
(sink and source),
whereas two thalamic inputs were used as two additional sinks.
Because cortical
fibers are packed in a bundle we were unable to stimulate two
independent
cortical pathways, a pre-requisite to assess synaptic
cooperation or
competition. When a second thalamic input was stimulated with a
weak tetanus,
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sufficient to induce a synaptic tag but not PRPs synthesis,
competition led to the
decay of a previously induced thalamic LTP (Figure 6A).
Interestingly, cortical
LTP was not destabilized by thalamic competition. One
possibility is that elapsed
time consolidated cortical LTP rendering it resistant to
disruption by competition.
This hypothesis is supported by the observation that inhibiting
protein synthesis
after cortical strong stimulation had no effect in cortical
maintenance. An
alternative hypothesis is that the cortical LTP was maintained
because the
strength of the cortical tag, or the ability of cortical
synapses to capture PRPs,
was higher than in thalamic synapses. In this scenario, the
strength of the tag
determines winners and losers. We have previously found, in
hippocampal
synapses, that the strength of synaptic stimulation correlates
with the strength of
the tag and with competitive load (Fonseca et al., 2004). Thus,
if the thalamic
weak stimulation induces a weaker synaptic tag than the strong
cortical
stimulation, cortical synapses will be able to capture more
PRPs, win the
competition and maintain LTP.
Figure 6. Model of synaptic cooperation and competition. A. In
competition, the stimulation of the thalamic W2 leads to the
induction of an additional sink that creates an imbalance between
the availability of PRPs and the number of tags destabilizing
thalamic LTP. B. If the second thalamic stimulation is delayed,
the
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21
strong cortical and the weak thalamic W1 are stabilized and
resistant to competition. C. Inhibition of CB1R increases the
duration of the tag promoting competition. D. Decreasing inhibition
promotes PRPs synthesis, decreasing the competitive load and
promoting cooperation.
The hypothesis that the degree of synaptic activation correlates
with the
strength of the tag is supported by a previous study showing
that suspending
synaptic activation abolishes PRPs capture and plasticity
maintenance (Szabó et
al., 2016). It also goes in line with our previous finding, that
inhibiting CB1R
extends the time-window in which thalamic synapses can capture
PRPs
(Fonseca, 2013). If CB1R activation acts as a negative feedback
signal,
decreasing excitatory synaptic transmission, then inhibiting
CB1R increases
synaptic activation and therefore the strength of the synaptic
tag. In this scenario,
inhibiting CB1R, in a competitive setting, would lead to an
increase of the tag
(sink) and to the competitive load. This is indeed what we
observed under CB1R
inhibition, where competition is promoted (Figure 6C). In this
functional model,
the strength of the tag is modulated by on-going synaptic
activation, determining
whether a subsequent synaptic stimulation will be maintained by
cooperation or
destabilized by competition. Our data show that in amygdala
synapses, activation
of presynaptic CB1R decreases the tag and contribute to a
restriction in the time
window of cooperation and competition.
It is also possible that inhibition of CB1R decreases the
availability of PRPs
promoting competition. Indeed, two previous reports have shown
that CB1R
inhibition downregulates the activity of the mTOR pathway
(Busquets-Garcia et
al., 2013; Puighermanal et al., 2013). However, since CB1R
inhibition promotes
cooperation (Fonseca, 2013), it is highly unlikely that it
decreases PRPs
synthesis. Also, we did not observe any effect on LTP
maintenance, under
AM281 application, when the thalamic S2 input was not
stimulated.
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22
Competition is also modulated by the availability of PRPs, which
in turn, is
time and activity-dependent. In the case where weak thalamic
stimulation was
temporally closer to the strong cortical stimulation,
competition was not observed,
suggesting that the initial availability of PRPs was sufficient
to maintain LTP in all
activated synapses. Interestingly, the overall neuronal activity
can also modulate
PRPs synthesis. When inhibition was blocked, PRPs availability
increased,
allowing the cooperative maintenance of a weak thalamic input at
much later time
points. The link between neuronal excitability and the synthesis
of PRPs has been
widely reported (Barco et al., 2002; Ehlers, 2003; Han et al.,
2008). Our results
suggest that inhibition in the amygdala also modulates the
synthesis of PRPs,
restricting synaptic cooperation and thus, promoting
competition. It is also
interesting that reducing inhibition, by either GABA A or B
receptor inhibition, did
not prevent the increase in competition induced by the CB1R
blockade. This
finding rules out the possibility that the increase in
competition, observed under
CB1R inhibition, was a reflection of an increase in network
inhibition.
It is now clear that cooperation and competition are mechanisms
involved
in memory acquisition and maintenance (Cai et al., 2016;
Kastellakis et al., 2015;
Rashid et al., 2016; Tonegawa et al., 2015). However, the rules
by which these
two processes are orchestrated are still unclear. Our results
show that the time
interval between the occurrence of two events will determine
whether synaptic
cooperation or competition is favoured. Recent studies have also
presented
compelling evidence that neuronal excitability determines which
neurons are
recruited to participate in the encoding of a particular memory
(Yiu et al., 2014).
Our data are consistent with this hypothesis and extends it in a
significant
manner. By activating CB1R, pyramidal cells in the amygdala
regulate their
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23
intrinsic excitability reducing the probability that subsequent
events are linked.
Taken together, our results set up a strong conceptual model,
built from a detailed
analysis of synaptic plasticity in the amygdala, that provides
clear-cut predictions
regarding the rules of memory acquisition and maintenance. Given
that
endocannabinoid signalling is involved in anxiety, our results
support the
hypothesis that by limiting cooperation and competition, the
activation of
cannabinoid receptors may restrict fear generalization, one of
the mechanisms
underlying the development of anxiety disorders.
FUNDING
This work is supported by a grant from the Portuguese Research
Council
(Fundação para a Ciência e Tecnologia – 02/SAICT/2017/030772)
and a Young
Investigator Grant from the Brain and Behaviour Research
Foundation (NARSAD
grant number 25118). Rosalina Fonseca is supported by an FCT
Investigator
grant (IF/01359/2014) and Natália Madeira is supported by a PhD
fellowship
(SFRH/BD/130911/2017).
ACKNOWLEDGMENTS
We are grateful to Dr. Rita Teodoro for helpful comment on the
manuscript. We
gratefully thank Dr Tobias Bonhoeffer and Dr Volker Staiger for
providing
software for the electrophysiology experiments.
REFERENCES
Amano, T., Unal, C.T., Paré, D., 2010. Synaptic correlates of
fear extinction in the amygdala. Nat. Neurosci. 13, 489–94.
doi:10.1038/nn.2499 Antunes, R., Moita, M.A., 2010. Discriminative
auditory fear learning requires both tuned and nontuned auditory
pathways to the amygdala. J. Neurosci. 30,
was not certified by peer review) is the author/funder. All
rights reserved. No reuse allowed without permission. The copyright
holder for this preprint (whichthis version posted January 23,
2019. ; https://doi.org/10.1101/526624doi: bioRxiv preprint
https://doi.org/10.1101/526624
-
24
9782–7. doi:10.1523/JNEUROSCI.1037-10.2010 Azad, S.C., Eder, M.,
Marsicano, G., Lutz, B., Zieglgänsberger, W., Rammes, G., 2003.
Activation of the Cannabinoid Receptor Type 1 Decreases
Glutamatergic and GABAergic Synaptic Transmission in the Lateral
Amygdala of the Mouse. Learn. Mem. 10, 116–128.
doi:10.1101/lm.53303 Barco, A., Alarcon, J.M., Kandel, E.R., 2002.
Expression of constitutively active CREB protein facilitates the
late phase of long-term potentiation by enhancing synaptic capture.
Cell 108, 689–703. Bliss, T. V, Collingridge, G.L., 1993. A
synaptic model of memory: long-term potentiation in the
hippocampus. Nature 361, 31–9. doi:10.1038/361031a0
Busquets-Garcia, A., Gomis-González, M., Guegan, T., Agustín-Pavón,
C., Pastor, A., Mato, S., Pérez-Samartín, A., Matute, C., De La
Torre, R., Dierssen, M., Maldonado, R., Ozaita, A., 2013. Targeting
the endocannabinoid system in the treatment of fragile X syndrome.
Nat. Med. 19, 603–607. doi:10.1038/nm.3127 Cai, D.J., Aharoni, D.,
Shuman, T., Shobe, J., Biane, J., Song, W., Wei, B., Veshkini, M.,
La-Vu, M., Lou, J., Flores, S.E., Kim, I., Sano, Y., Zhou, M.,
Baumgaertel, K., Lavi, A., Kamata, M., Tuszynski, M., Mayford, M.,
Golshani, P., Silva, A.J., 2016. A shared neural ensemble links
distinct contextual memories encoded close in time. Nature 534,
115–118. doi:10.1038/nature17955 Drumond, A., Madeira, N., Fonseca,
R., 2017. Endocannabinoid signaling and memory dynamics: A synaptic
perspective. Neurobiol. Learn. Mem. 138, 62–77.
doi:10.1016/j.nlm.2016.07.031 Ehlers, M.D., 2003. Activity level
controls postsynaptic composition and signaling via the
ubiquitin-proteasome system. Nat. Neurosci. 6, 231–42.
doi:10.1038/nn1013 Fonseca, R., 2013. Asymmetrical synaptic
cooperation between cortical and thalamic inputs to the amygdale.
Neuropsychopharmacology 38, 2675–87. doi:10.1038/npp.2013.178
Fonseca, R., 2012. Activity-dependent actin dynamics are required
for the maintenance of long-term plasticity and for synaptic
capture. Eur. J. Neurosci. 35, 195–206.
doi:10.1111/j.1460-9568.2011.07955.x Fonseca, R., Nägerl, U.V.,
Bonhoeffer, T., 2006. Neuronal activity determines the protein
synthesis dependence of long-term potentiation. Nat. Neurosci. 9,
478–80. doi:10.1038/nn1667 Fonseca, R., Nägerl, U.V., Morris,
R.G.M., Bonhoeffer, T., 2004. Competing for memory: hippocampal LTP
under regimes of reduced protein synthesis. Neuron 44, 1011–20.
doi:10.1016/j.neuron.2004.10.033 Frey, U., Morris, R.G., 1998. Weak
before strong: dissociating synaptic tagging and plasticity-factor
accounts of late-LTP. Neuropharmacology 37, 545–52. Frey, U.,
Morris, R.G.M., 1997. Synaptic tagging and long-term potentiation.
Nature 385, 533–536. doi:10.1038/385533a0 Govindarajan, A.,
Israely, I., Huang, S.-Y., Tonegawa, S., 2011. The dendritic branch
is the preferred integrative unit for protein synthesis-dependent
LTP. Neuron 69, 132–46. doi:10.1016/j.neuron.2010.12.008 Han,
J.-H., Yiu, A.P., Cole, C.J., Hsiang, H.-L., Neve, R.L., Josselyn,
S.A., 2008. Increasing CREB in the auditory thalamus enhances
memory and generalization
was not certified by peer review) is the author/funder. All
rights reserved. No reuse allowed without permission. The copyright
holder for this preprint (whichthis version posted January 23,
2019. ; https://doi.org/10.1101/526624doi: bioRxiv preprint
https://doi.org/10.1101/526624
-
25
of auditory conditioned fear. Learn. Mem. 15, 443–453.
doi:10.1101/lm.993608 Kano, M., Ohno-Shosaku, T., Hashimotodani,
Y., Uchigashima, M., Watanabe, M., 2009. Endocannabinoid-Mediated
Control of Synaptic Transmission. Physiol. Rev. 89, 309–380.
doi:10.1152/physrev.00019.2008 Karpova, A., 2006. Involvement of
Protein Synthesis and Degradation in Long-Term Potentiation of
Schaffer Collateral CA1 Synapses. J. Neurosci. 26, 4949–4955.
doi:10.1523/JNEUROSCI.4573-05.2006 Kastellakis, G., Cai, D.J.,
Mednick, S.C., Silva, A.J., Poirazi, P., 2015. Synaptic clustering
within dendrites: An emerging theory of memory formation. Prog.
Neurobiol. doi:10.1016/j.pneurobio.2014.12.002 Kodirov, S.A.,
Jasiewicz, J., Amirmahani, P., Psyrakis, D., Bonni, K.,
Wehrmeister, M., Lutz, B., 2010. Endogenous cannabinoids trigger
the depolarization-induced suppression of excitation in the lateral
amygdala. Learn. Mem. 17, 43–9. doi:10.1101/lm.1663410 Lutz, B.,
Marsicano, G., Maldonado, R., Hillard, C.J., 2015. The
endocannabinoid system in guarding against fear, anxiety and
stress. Nat. Rev. Neurosci. 16, 705–718. doi:10.1038/nrn4036
Marsicano, G., Lutz, B., 1999. Expression of the cannabinoid
receptor CB1 in distinct neuronal subpopulations in the adult mouse
forebrain. Eur. J. Neurosci. 11, 4213–25. McKenzie, S., Eichenbaum,
H., 2011. Consolidation and reconsolidation: two lives of memories?
Neuron 71, 224–33. doi:10.1016/j.neuron.2011.06.037 Mechoulam, R.,
Parker, L.A., 2013. The endocannabinoid system and the brain. Annu.
Rev. Psychol. 64, 21–47. doi:10.1146/annurev-psych-113011-143739
Pistis, M., Perra, S., Pillolla, G., Melis, M., Gessa, G.L.,
Muntoni, A.L., 2004. Cannabinoids modulate neuronal firing in the
rat basolateral amygdala: evidence for CB1- and non-CB1-mediated
actions. Neuropharmacology 46, 115–25. Puighermanal, E.,
Busquets-Garcia, A., Gomis-González, M., Marsicano, G., Maldonado,
R., Ozaita, A., 2013. Dissociation of the pharmacological effects
of THC by mTOR blockade. Neuropsychopharmacology 38, 1334–43.
doi:10.1038/npp.2013.31 Rashid, A.J., Yan, C., Mercaldo, V.,
Hsiang, H.-L., Park, S., Cole, C.J., De Cristofaro, A., Yu, J.,
Ramakrishnan, C., Lee, S.Y., Deisseroth, K., Frankland, P.W.,
Josselyn, S.A., 2016. Competition between engrams influences fear
memory formation and recall. Science (80-. ). 353, 383–387.
doi:10.1126/science.aaf0594 Redondo, R.L., Morris, R.G.M., 2011.
Making memories last: the synaptic tagging and capture hypothesis.
Nat. Rev. Neurosci. 12, 17–30. doi:10.1038/nrn2963 Sajikumar, S.,
Frey, J.U., 2004. Late-associativity, synaptic tagging, and the
role of dopamine during LTP and LTD. Neurobiol. Learn. Mem. 82,
12–25. doi:10.1016/j.nlm.2004.03.003 Sajikumar, S., Morris, R.G.M.,
Korte, M., 2014. Competition between recently potentiated synaptic
inputs reveals a winner-take-all phase of synaptic tagging and
capture. Proc. Natl. Acad. Sci. U. S. A. 111, 12217–21.
doi:10.1073/pnas.1403643111 Sajikumar, S., Navakkode, S., Frey,
J.U., 2007. Identification of compartment- and process-specific
molecules required for “synaptic tagging” during long-term
was not certified by peer review) is the author/funder. All
rights reserved. No reuse allowed without permission. The copyright
holder for this preprint (whichthis version posted January 23,
2019. ; https://doi.org/10.1101/526624doi: bioRxiv preprint
https://doi.org/10.1101/526624
-
26
potentiation and long-term depression in hippocampal CA1. J.
Neurosci. 27, 5068–80. doi:10.1523/JNEUROSCI.4940-06.2007 Sosanya,
N.M., Cacheaux, L.P., Workman, E.R., Niere, F., Perrone-Bizzozero,
N.I., Raab-Graham, K.F., 2015. Mammalian Target of Rapamycin (mTOR)
Tagging Promotes Dendritic Branch Variability through the Capture
of Ca2+/Calmodulin-dependent Protein Kinase II α (CaMKIIα) mRNAs by
the RNA-binding Protein HuD. J. Biol. Chem. 290, 16357–71.
doi:10.1074/jbc.M114.599399 Sumislawski, J.J., Ramikie, T.S.,
Patel, S., 2011. Reversible gating of endocannabinoid plasticity in
the amygdala by chronic stress: a potential role for
monoacylglycerol lipase inhibition in the prevention of
stress-induced behavioral adaptation. Neuropsychopharmacology 36,
2750–61. doi:10.1038/npp.2011.166 Szabó, E.C., Manguinhas, R.,
Fonseca, R., 2016. The interplay between neuronal activity and
actin dynamics mimic the setting of an LTD synaptic tag. Sci. Rep.
6, 33685. doi:10.1038/srep33685 Tonegawa, S., Pignatelli, M., Roy,
D.S., Ryan, T.J., 2015. Memory engram storage and retrieval. Curr.
Opin. Neurobiol. 35, 101–109. doi:10.1016/j.conb.2015.07.009 Turu,
G., Hunyady, L., 2010. Signal transduction of the CB1 cannabinoid
receptor. J. Mol. Endocrinol. 44, 75–85. doi:10.1677/JME-08-0190
Yiu, A.P., Mercaldo, V., Yan, C., Richards, B., Rashid, A.J.,
Hsiang, H.-L.L., Pressey, J., Mahadevan, V., Tran, M.M., Kushner,
S.A., Woodin, M.A., Frankland, P.W., Josselyn, S.A., 2014. Neurons
are recruited to a memory trace based on relative neuronal
excitability immediately before training. Neuron 83, 722–35.
doi:10.1016/j.neuron.2014.07.017
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https://doi.org/10.1101/526624