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Volume 17, Number 8,
Issue of April 15, 1997
pp. 2900-2913
Copyright ©1997 Society for Neuroscience
A Simplified Preparation for Relating Cellular Events to
Behavior: Contribution of LE and Unidentified Siphon Sensory Neurons to
Mediation and Habituation of the Aplysia Gill- and
Siphon-Withdrawal Reflex
Lina Frost1,
Saul W. Kaplan1,
Tracey E. Cohen1,
Victor Henzi1,
Eric R. Kandel1, 2, 3, and
Robert D. Hawkins1, 2
1 Center for Neurobiology and Behavior, College of
Physicians and Surgeons of Columbia University, 2 New York
State Psychiatric Institute, and 3 Howard Hughes Medical
Institute, New York, New York 10032
ABSTRACT
INTRODUCTION
MATERIALS AND METHODS
RESULTS
DISCUSSION
FOOTNOTES
REFERENCES
ABSTRACT
We have begun to analyze several elementary forms of learning in a
simple preparation consisting of the isolated mantle organs and
abdominal ganglion of Aplysia. Previous studies
suggested that plasticity at siphon sensory neuron synapses contributes to habituation and dishabituation of the gill- and siphon-withdrawal reflex in this preparation. We next wished to identify the sensory neurons that participate in the reflex and examine their plasticity more directly. To investigate the contribution of the LE siphon mechanosensory cells, we recorded from them and gill or siphon motor
neurons during the same siphon stimulation that has been used in
behavioral experiments in this preparation. Our results indicate that
the LE cells make a substantial contribution to the evoked response in
the motor neurons under these conditions, but they suggest that other
as yet unidentified siphon sensory neurons with lower thresholds and
shorter latencies also contribute. In addition, we find that
homosynaptic depression of monosynaptic postsynaptic potentials (PSPs)
from LE sensory cells makes an important contribution to habituation of
the response in the motor neurons. To investigate plasticity of PSPs
from the unidentified sensory neurons, we recorded the PSP that was
produced in a motor neuron by water-movement stimulation of the siphon,
which does not cause firing of LE cells. Our results suggest that PSPs
from the unidentified sensory neurons and the LE neurons undergo
similar plasticity during habituation and dishabituation training.
These results support the idea that plasticity at synapses of both LE and unidentified sensory neurons contributes to habituation and dishabituation of the reflex response in this preparation.
Key words:
Aplysia;
gill-withdrawal reflex;
siphon;
sensory neurons;
latency;
threshold;
habituation;
dishabituation;
learning
INTRODUCTION
One of the great attractions of studying the
nervous systems of simple organisms like Aplysia is the
possibility of relating the activity of single identified neurons to
behavior. Toward that end, we have developed a simplified preparation
consisting of the isolated mantle organs and abdominal ganglion of
Aplysia with which it is relatively easy to record the
activity of individual neurons during behavior. Although this
preparation contains only ~2000 neurons, it undergoes several simple
forms of learning, including habituation, dishabituation,
sensitization, classical conditioning, and second-order conditioning
(Cohen et al., 1991 , 1997 ; Hawkins et al., 1993 ). Initial cellular
studies suggested that plasticity at siphon sensory neuron synapses
contributes to habituation and dishabituation of the gill- and
siphon-withdrawal reflex in this preparation (Cohen et al., 1997 ). To
carry the analysis further, we needed to identify the sensory neurons
that participate in the reflex. Previous studies have indicated that the LE siphon mechanosensory cells play a key role in the reflex and
its plasticity (Castellucci et al., 1970 ; Byrne et al., 1974 , 1978a ,b;
Castellucci and Kandel, 1974 , 1976 ), but in those studies the cellular
and behavioral experiments were generally carried out in different
preparations with different stimulation parameters, etc. Therefore, we
have investigated the contribution of the LE cells by recording from
them and gill or siphon motor neurons in the simplified preparation,
with the same siphon stimulation that has been used in behavioral
experiments on habituation, dishabituation, sensitization, and
classical conditioning of the reflex (Cohen et al., 1991 , 1997 ; Hawkins
et al., 1993 ). Our results indicate that the LE cells make a
substantial contribution to the evoked response in the motor neurons
under these conditions, but they suggest that other as yet unidentified
siphon sensory neurons with lower thresholds and shorter latencies also
contribute. We also examined plasticity of postsynaptic potentials
(PSPs) from the LE cells and the unidentified sensory cells and found
that they undergo similar depression and facilitation during
habituation and dishabituation training in this preparation.
Some of these results have been published previously in abstract form
(Cohen et al., 1991 ; Kaplan et al., 1993 , 1994 ; Hawkins and Frost,
1995 ).
MATERIALS AND METHODS
Adult Aplysia californica weighing 75-250 gm were
obtained from either Marinus (Long Beach, CA) or the Howard Hughes
Mariculture Facility (Miami, FL). The experimental preparation was the
same as in the preceding paper (Cohen et al., 1997 ). The siphon was stimulated with three different mechanical devices. The first stimulator was a tapper driven by a solenoid (Guardian Electric, Chicago, IL) that pulled against a spring. This stimulator was similar
to ones used in previous studies (Goldberg and Lukowiak, 1984 ), except
that the tapper was connected to the solenoid directly, rather than
through a lever arm. The tip of the tapper was soft plastic, 2 mm in
diameter, and the tap duration was 80 msec. The force of the taps was
adjusted by varying the initial distance between the tip of the tapper
and the siphon, with longer distances producing weaker taps. In some
cases, the tapper never actually touched the siphon at all, and the
stimulus was presumably the water movement produced by the tapper. The
second was a stimulator with feedback control of the force of the tap
identical to the one used by Byrne et al. (1974 , 1978a ,b). The tip of
the tapper was stainless steel, 0.5 mm in diameter, and the tap
duration was either 50 or 500 msec. The third was a controlled force
stimulator identical to the one used by Cohen et al. (1997) . The tip of
the tapper was stainless steel, 1.5 mm in diameter, and the tap
duration was 500 msec. The stimulators were calibrated against a strain gauge transducer (Grass Instruments, Quincy, MA). The habituation and
dishabituation procedures were also the same as in the preceding paper
(Cohen et al., 1997 ). When serotonin was used for dishabituation, it
was applied to the ganglion through the perfusion system at a
concentration of 10 µM in "Hi Ca2+, Hi
Mg2+" seawater (Cohen et al., 1997 ).
An LE siphon mechanosensory neuron, identified by its
electrophysiological properties and response to siphon stimulation
(Byrne et al., 1974 ), and a gill or siphon motor neuron (L7, LDG, or LFS) (Frazier et al., 1967 ; Kupfermann et al., 1974 ; Frost et al.,
1988 ) were impaled with single- or double-barreled glass microelectrodes filled with 2.5 M KCl. It is easier to
record from L7 or LFS cells at the same time as LE cells because they can be visualized from the same side of the ganglion; however, LDG is
more behaviorally relevant because it mediates most of the
gill-withdrawal reflex in this preparation (Cohen et al., 1997 ). For
these reasons we used L7 or LFS in our initial experiments on the
possible existence of another class of sensory cells, and LDG in some
or all of our subsequent experiments on the relative contributions and
plasticity of PSPs from the sensory cells during behavioral training.
In some experiments the motor neuron was hyperpolarized ~30 mV below
resting potential to prevent firing. On each trial we measured the
spikes produced in the LE sensory neuron and the spikes or PSP produced
in the motor neuron by siphon stimulation. In some experiments we also
fired an action potential in the LE neuron with intracellular current
injection through a bridge-balance circuit and measured the
monosynaptic PSP produced in the motor neuron.
RESULTS
Participation of LE and unidentified siphon sensory neurons in the
evoked response in the motor neurons
The solenoid stimulator
In the first series of experiments we stimulated the siphon with a
solenoid-driven tapper that was positioned in the receptive field of an
LE sensory neuron. Stimulus intensity was adjusted by varying the
distance between the tip of the tapper and the siphon before the tap.
The distance was initially set at a large value and then progressively
decreased (increasing intensity) at 1 min intervals until responses
were produced in the sensory neuron, a motor neuron, and the gill.
As illustrated in the example in Figure
1A and the group data in Figure
1B, the LE cell always fired action potentials if the
tapper moved far enough to touch the siphon, but never fired action
potentials if the tapper clearly did not touch the siphon (32 LE cells
in 21 preparations). The tapper travel distance was between 2 and 3 mm;
LE cells fired action potentials when the distance between the tapper
and the siphon before the tap was in that range
( = 2.67 ± 0.03 mm).
Fig. 1.
Simultaneously recorded firing of an LE sensory
neuron, a gill or siphon motor neuron (L7 or LFS), and gill withdrawal
in response to stimulation of the siphon with a solenoid-driven tapper. A, Records from a representative experiment showing the
responses to taps that either did not (A1) or did
(A2) touch the siphon. The square pulse in the gill
record indicates the time of the siphon tap. B,
Percentage of cases in which there was firing of an LE sensory neuron
(LE), firing of a motor neuron
(MN), or gill withdrawal (Gill Wd)
in response to siphon taps that either did not or did touch the siphon.
Preparations were included in these experiments only if direct
stimulation of the siphon produced a measurable gill withdrawal.
[View Larger Version of this Image (21K GIF file)]
The distance at which the tapper first produced a gill withdrawal was
always greater (lower intensity) than the distance at which it produced
firing of an LE cell. On average, the difference between the
"threshold" for producing a gill withdrawal and firing of an LE
cell in the same preparation was 2.23 ± 0.57 mm
(n = 32; t(31) = 3.91;
p < 0.01). Surprisingly, in 10 of 21 preparations the
tapper produced a gill withdrawal when it did not actually touch the
siphon (initial distance between the tapper and the siphon >3 mm).
Moreover, the tapper always produced some firing of the motor neuron
when it did not touch the siphon (21 of 21 motor neurons;
2 = 49.08; p < 0.01, compared
with the LE sensory neurons).
When the tap did touch the siphon it produced firing of the LE sensory
neuron, an increase in firing of the motor neuron, and a larger gill
withdrawal (Fig. 1). The beginning of the response in the motor neuron
always had a shorter latency than the first spike in the LE neuron,
however (21 of 21 motor neurons) (Fig. 2). On average,
the difference between the latencies of the onsets of the responses in
an LE sensory neuron and a motor neuron in the same preparation was
60.2 ± 5.3 msec (t(20) = 11.36;
p < 0.01).
Fig. 2.
Comparison of the latencies of the PSP in a motor
neuron and the first spike in an LE sensory neuron in response to
stimulation of the siphon with a solenoid-drive tapper.
A, Records from the same trial as Figure
1A2 with an expanded time scale.
B, Histogram of the differences between the latencies of
the PSP in a motor neuron and the first spike in an LE sensory neuron
in the same preparation (n = 21). Negative numbers
mean that the PSP had a shorter latency.
[View Larger Version of this Image (17K GIF file)]
These results indicate that the LE sensory neurons participate in the
response in the motor neuron and the behavioral response when the
tapper touches the siphon; however, they also suggest that there is
another as yet unidentified group of sensory neurons that respond when
the tapper does not touch the siphon, and that produce responses in the
motor neuron with shorter latencies than the LE cells when the tapper
does touch the siphon. Alternatively, there exists a subset of LE cells
with lower thresholds and shorter latencies that we did not sample.
Presumably, the threshold and latency of the synaptic response in the
motor neurons are determined by the first sensory cells to respond,
rather than the average sensory cell response. We sampled a large
number of LE cells (more than 70 in this paper), however, without
finding an exception, and we made a deliberate effort to sample LE
cells in different locations in the ganglion (including those below the
surface layer). Another possibility is that the sensory cells we
sampled had higher thresholds and longer latencies than normal because
they were damaged by the intracellular electrode. This seems unlikely,
because the action potentials are generated in the periphery, far from the recording site. To examine this possibility, however, we performed four additional experiments in which we recorded action potentials in
the LE cell with an extracellular electrode pressed against the cell
body, and we obtained similar results (data not shown).
It is not clear what the nature of the stimulus is when the tapper does
not touch the siphon: it could be either local water movement, more
widespread water movement, or vibration of the table caused by the
tapper. In preliminary experiments, we found that if we first
habituated the gill-withdrawal response by repeated stimulation we
could still produce a response if we moved the tapper to a different
spot on the siphon, suggesting that the effective stimulus is a fairly
localized water movement.
The Byrne stimulator
It was possible that the results we obtained in the first series
of experiments were peculiar to the device that we used to stimulate
the siphon. We therefore conducted a second series of experiments with
a feedback-controlled mechanical stimulator identical to the one used
by Byrne et al. (1974 , 1978a ,b). This provided a better-defined
stimulus and allowed us to produce controlled-force stimuli down to 0.5 gm/mm2, so that we could also examine thresholds.
We stimulated the siphon at 1 min intervals with ascending and
descending intensities until we found the thresholds for producing a
spike in an LE neuron and a PSP in a motor neuron recorded
simultaneously. Tap duration was either 50 msec (n = 9)
or 500 msec (n = 10). The latency and threshold of the
first LE spike were similar with 50 msec and 500 msec taps, and the
data have been pooled. As shown in the example in Figure
3A1 and the histogram in Figure
3B, the first spike in the LE neuron always had a longer
latency than the PSP in the motor neuron (n = 19 LE
cells in 17 preparations; average difference = 88.8 ± 20.2 msec; t(18) = 4.40; p < 0.01), confirming the results obtained with the other stimulator. Moreover, when the tap was below the threshold for producing a spike in the LE
cell, it still produced a PSP in the motor cell (Fig. 3A2). As shown in the histogram in Figure 3C, the median threshold
for producing a spike in an LE cell was 3.8 gm/mm2
(n = 14), whereas the threshold for producing a PSP in
a simultaneously recorded motor cell was always less than the weakest
tap we could produce. In fact, in some cases with a 50 msec tap, when
the tapper did not seem to touch the siphon at all (as indicated by a
downward deflection in the stimulator transducer record) (Fig.
3A3), there was still always a PSP in the motor cell,
confirming the results of the first series of experiments (Fig. 1).
This was also true for one LE cell (Fig. 3C), but in that
case reducing the stimulator setting caused the LE cell to stop
responding, suggesting that the LE cell fired when the tapper just
touched the siphon.
Fig. 3.
Relative latencies and thresholds for the PSP in a
motor neuron and the first spike in an LE sensory neuron in response to controlled-force stimulation of the siphon with a stimulator identical to the one used by Byrne et al. (1974 , 1978a ,b). A,
Records from a representative experiment with a 50 msec tap that was
either above the threshold of the LE cell (A1), below
the LE threshold (A2), or did not appear to touch the
siphon at all, as indicated by a downward deflection in the stimulator
transducer record (A3). B, Histogram of
the differences between the latencies of the PSP in a motor neuron and
the first spike in an LE sensory neuron in the same preparation
(n = 19). C, Histogram of the
threshold for producing a PSP in a motor neuron (open
bar) and a spike in an LE sensory neuron (hatched
bars) in the same preparation (n = 14).
[View Larger Version of this Image (15K GIF file)]
The stimulator used in behavioral experiments with
this preparation
The results of the first two series of experiments indicate that
the LE sensory neurons participate in the evoked response in the motor
neurons with moderate intensity stimuli, but that other, unidentified
sensory neurons with lower thresholds and shorter latencies also
participate. These results raise the question of the relative
contributions of the two types of sensory neurons. As shown in Figures
1A1 and 3A3, it is possible to produce
stimulus conditions (weak siphon stimuli of short duration) under which the LE neurons do not contribute at all. What about the conditions that
have been used for behavioral experiments with this preparation? To
answer that question, we conducted a third series of experiments with a
feedback-controlled mechanical stimulator identical to the one used for
studies of plasticity of the reflex (Cohen et al., 1991 , 1997 ; Hawkins
et al., 1993 ), with which we could produce controlled-force stimuli
down to 2.8 gm/mm2.
As shown in the example in Figure 4A
and the group data in Figure 4B, the beginning of the
PSP in the motor cell again always had a shorter latency than the first
spike in the LE cell (33 LE cells in 27 preparations). On average, the
difference between the latencies of the onsets of the responses in the
LE cell and the motor cell was 77.0 ± 8.1 msec
(t(32) = 9.51; p < 0.01). This difference did not depend on whether the motor cell was L7
(n = 14) or LFS (n = 13). The data in
Figure 4B are all from the first test of the pair of
cells after a rest of at least 15 min (average intensity = 4.8 gm/mm2). In most preparations we retested the same cells
with a series of different intensities at 1 min intervals. As shown in
Figure 5A1, varying tap intensity had no
effect on the difference between the latencies of the onsets of the
responses in the two cells. In some preparations we repeatedly tested
the same cells at the same tap intensity (average = 6.2 gm/mm2) at 15-60 sec intervals. As shown in Figure
5A2, repeated testing also had no effect on the difference
between the onsets of the responses in the two cells (n = 9). Thus, under all conditions that we examined, the beginning of the
PSP in the motor cell had a shorter latency than the first spike in the
LE cell. These results agree with the results obtained with the other
stimulators, and they suggest that in addition to the LE cells, other
as yet unidentified sensory cells participate in the reflex
response.
Fig. 4.
Comparison of the latencies of the PSP in a motor
neuron and the first spike in an LE sensory neuron in response to
controlled force stimulation of the siphon with a stimulator identical
to the one used for behavioral experiments with this preparation (Cohen
et al., 1991 , 1997 ; Hawkins et al., 1993 ). A, Records
from a representative experiment. B, Histogram of the
differences between the latencies of the PSP in a motor neuron and the
first spike in an LE sensory neuron in the same preparation
(n = 33).
[View Larger Version of this Image (20K GIF file)]
Fig. 5.
Relative latencies and number of spikes in LE
neurons as a function of stimulus intensity and repeated testing.
A, Comparison of the latencies of the first spike in an
LE cell and the PSP in a motor cell in response to controlled-force
stimulation of the siphon as a function of stimulus intensity
(A1) or repeated testing (A2).
B, Number of spikes in the sensory neuron as a function of stimulus intensity (B1) or repeated testing
(B2). The points represent the means, the
vertical bars represent the SEM, and the numbers
in parentheses represent the n at each
intensity.
[View Larger Version of this Image (17K GIF file)]
In these experiments we also counted the number of spikes that the tap
produced in the LE cells. As shown in Figure 5B1, increasing tap intensity from 2.8 to 23 gm/mm2 caused a monotonic
increase in the number of spikes in the LE cell
(F(4,45) = 85.72; p < 0.01),
with a less rapid rise above 10 gm/mm2. There was brisk
firing of the LE cells in the range used in the behavioral experiments,
which was usually around 20 gm/mm2 (Cohen et al., 1991 ,
1997 ; Hawkins et al., 1993 ). These results are quantitatively similar
to those of Byrne et al. (1978a) if one takes into account the diameter
of the tapper. By contrast, repeated testing for up to 10 trials had no
significant effect on the number of spikes in the LE cell (Fig.
5B2).
The observation that the latency of the PSP in the motor cell is always
shorter than the latency of the first spike in an LE cell suggests that
other sensory cells contribute to the earliest part of the motor cell
response. The LE cells, however, fire at an appropriate time to
contribute to most of the response in the motor cell (Figs. 2, 4). This
relationship is quantified in Figure 6, which shows
histograms of the average pattern of firing in an LE cell and a
simultaneously recorded motor cell in response to weak (<8
gm/mm2) and stronger (>8 gm/mm2) 500 msec taps
to the siphon.
Fig. 6.
Average pattern of firing in an LE neuron
(LE) and a motor neuron (MN) in
response to controlled-force stimulation of the siphon of weak
(2.8-7.8 gm/mm2) or stronger (9.7-23.0
gm/mm2) intensity. The average spike frequency in each 50 msec interval was calculated as the total number of spikes in that
interval divided by (0.05 × N). Time 0.0 is
the start of the tap. The approximate duration of the plateau of the
tap is indicated by the horizontal line below the
x-axis. Rested preparations were tested with a weak tap;
some of those preparations were then retested with stronger taps.
[View Larger Version of this Image (26K GIF file)]
The first spikes in the LE cells occur 50-100 msec after the start of
the tap. The response peaks ~150 msec after the start of the tap and
then declines to sustained lower frequency firing that ends ~200 msec
after the end of the tap. Stronger taps produce more spikes in the LE
cells, in agreement with the results shown in Figure 5B1. In
addition, stronger taps produce a relatively larger sustained response
during the tap, so that the overall pattern of firing is somewhat
different with weak and stronger taps ( 2 = 37.72;
p < 0.01, comparing the fraction of total spikes in each 50 msec interval for weak and stronger taps).
The onset and the peak of the response both occur ~50 msec earlier in
the motor neurons than in the LE neurons, suggesting that other sensory
neurons contribute to that part of the response. The motor neuron
response is also more prolonged, and there is a small but noticeable
second peak of firing in the motor neurons around the offset of the tap
that is not evident in the LE neurons. The overall pattern of firing of
the motor neurons, however, is basically similar to that of the LE
neurons, indicating that the LE neurons contribute to most of the motor
neuron response.
Comparison of the monosynaptic PSP from an LE cell and
the complex PSP
As another way of assessing the contribution of the LE neurons to
the motor neuron response, we compared the monosynaptic PSP produced in
a motor neuron by intracellular stimulation of an LE sensory neuron and
the complex PSP produced by mechanical stimulation of the siphon,
measured ~10 sec apart under identical conditions (Fig.
7). On average, the amplitude of the monosynaptic PSP
produced by a single spike in an LE cell was 35.2 ± 5.4% of the
amplitude of the complex PSP, and the area of the monosynaptic PSP was
6.4 ± 1.5% of the area of the complex PSP (n = 19). The results were similar whether the motor neuron was LFS or LDG
(n = 15 and 4; t(17) = 0.26 for
amplitude and 0.22 for area; p 0.80) and therefore
have been pooled. In these experiments, when the tap was within the
receptive field of an LE cell, it fired on average 2.8 ± 0.6 spikes during the tap (n = 16). This number is smaller
than in the experiments illustrated in Figures 5 and 6, perhaps because
we did not make any effort to position the tapper in the center of the
receptive field of the LE cell. By multiplying the area of the
monosynaptic PSP and the number of spikes in an LE cell, the
monosynaptic PSPs from a single LE cell could contribute as much as
18% of the area of the complex PSP if they added linearly.
Fig. 7.
Example of the monosynaptic PSP produced in a
motor neuron by intracellular stimulation of an LE sensory neuron and
the complex PSP produced by controlled-force stimulation of the siphon,
measured ~10 sec apart under identical conditions.
[View Larger Version of this Image (7K GIF file)]
Plasticity of the complex PSP and firing of LE cells
during habituation training
The data shown in Figure 7 are from the first test after a rest of
at least 30 min. Figure 8 shows histograms of the
average pattern of firing of an LE cell and the complex PSP in a motor cell in experiments in which we were able to hold the cells during five
trials of habituation training. On average, the complex PSP had the
same four components that we have described previously (Cohen et al.,
1997 ): a peak near the onset of the tap, a smaller plateau during the
remainder of the tap, a second peak around the offset of the tap, and a
gradual decline after the tap. The pattern was similar whether the
motor neuron was LFS (n = 9) or LDG (n = 8). The average pattern of firing of the LE cells was similar to that
shown in Figure 6. Peak firing of the LE cells occurred around the
initial peak of the complex PSP, and the pattern of firing of the LE
cells was similar to the pattern of the complex PSP during the tap.
There was relatively little firing of LE cells after the tap, however,
whereas there was a second peak followed by a gradual decline in the
complex PSP. These results suggest that the LE cells contribute to most
of the complex PSP during the tap but make little direct contribution
to the PSP after the tap.
Fig. 8.
Depression of the complex PSP in a motor neuron
but no change in firing of LE sensory neurons during habituation
training. A, Records from a representative experiment.
B, Average shape of the complex PSP and pattern of
firing of LE cells on trials 1 and 5 in 20 experiments like the one
shown in A. In some experiments the tap was not within
the receptive field of the LE cell, there were problems with the PSP
recording in the motor cell, or one cell was lost during habituation,
in which case there were data from only one cell. The PSP area in each
50 msec interval has been normalized to the total area on trial 1 in
each experiment (the average value on trial 1 was 6658 mVmsec). The
average spike frequency in each 50 msec interval was calculated as the
total number of spikes in that interval divided by (0.05 × N). Time 0.0 for both the PSP and spike frequency
histograms is the time that the PSP first exceeded a detection
threshold, which did not always include the earliest part of the PSP.
The horizontal bar below the x-axis
represents the approximate duration of the plateau of the tap.
[View Larger Version of this Image (35K GIF file)]
After five trials of habituation training, there was a significant
decrease in the total area of the complex PSP
(t(16) = 2.99; p < 0.01) (Fig.
9). Again, as described previously (Cohen et al., 1997 ),
there was little change in the initial peak of the PSP, and an
approximately equal decrease in the remaining three components of the
PSP (Fig. 8). These results were similar whether the motor neuron was
LFS or LDG (t(15) = 0.44; p = 0.67), and therefore they have been pooled. In agreement with the
results shown in Figure 5B2, after habituation training
there was no significant change in the number of spikes produced by the
tap in the LE cells (Fig. 9), and also no significant change in the
pattern of firing of the LE cells (Fig. 8). These results suggest that
habituation in this preparation is not attributable to a change in
firing of the LE cells, in agreement with previous studies (Byrne et al., 1978a ).
Fig. 9.
Depression of the monosynaptic PSP from on-field
LE sensory neurons during habituation training. A,
Records from representative experiments. The siphon was stimulated five
times at 5 min intervals, and the monosynaptic PSP from an LE neuron
was tested shortly before trials 1 and 5. A1, Records
from an experiment in which the siphon stimulation was within the
receptive field of the LE cell ("On-field").
A2, Records from an experiment in which the siphon
stimulation was outside the receptive field of the LE cell ("Off-field"). B, Average results
from 17 experiments like the ones shown in A, and
average results from Figure 8 (area of the complex PSP and number of LE
spikes). The average area of the monosynaptic PSP on trial 1 was 352.3 mVmsec for on-field LE cells and 579.6 mVmsec for off-field LE cells
(not significantly different).
[View Larger Version of this Image (14K GIF file)]
Plasticity of the monosynaptic PSP from an LE cell
during habituation training
We tested the monosynaptic PSP from an LE cell to the motor cell
before the first and fifth trials of habituation training. As shown in
Figure 9, when the siphon tap was within the receptive field of an LE
cell ("On-field"), the monosynaptic PSP from that LE
cell underwent significant depression during habituation training ( on trial 5 = 40.8 ± 8.5% of trial
1; n = 10; t(9) = 6.98; p < 0.01). By contrast, when the siphon tap was
outside the receptive field of an LE cell ("Off-field"),
the monosynaptic PSP did not undergo significant depression
( = 95.1 ± 9.5% of trial 1;
n = 7). Depression of monosynaptic PSPs from on-field
LE cells was significantly greater than that of PSPs from off-field LE
cells (t(15) = 4.21; p < 0.01).
The results were similar whether the motor neuron was LFS or LDG
(n = 12 and 5; F(1,13) for
interaction = 2.06; p = 0.18), and they therefore
have been pooled.
These results suggest that homosynaptic depression of monosynaptic PSPs
from LE cells contributes to depression of the complex PSP during
habituation training. The fact that the monosynaptic PSP undergoes
greater depression than the complex PSP suggests that other components
of the complex PSP do not decrease during habituation. Because the
initial peak of the complex PSP does not undergo depression at all
(Fig. 8), it evidently includes a component that actually increases
during habituation (to offset depression of the monosynaptic PSP).
Depression of the monosynaptic PSP could contribute directly to
depression of the plateau of the complex PSP during the tap. Because
the LE cells do not fire very much after the tap, depression of
monosynaptic PSPs from LE cells could not contribute directly to
depression of the later parts of the complex PSP. Depression of the
monosynaptic PSP, however, could contribute indirectly if the LE cells
excite interneurons that continue to fire after the tap.
Plasticity of monosynaptic PSPs from the unidentified
sensory neurons during habituation and dishabituation training
The results of the experiments illustrated in Figures 1, 2, 3, 4, 5
indicate that the LE sensory neurons contribute to the evoked response
in the motor neurons in our preparation, but they suggest that other,
unidentified sensory neurons also contribute. To examine plasticity of
the unidentified sensory neurons during habituation and dishabituation
training, we recorded the PSP produced in the motor neuron LDG1 by the
solenoid-driven tapper adjusted to not touch the siphon (which we will
refer to as water-movement stimulation), which activates the unknown
sensory neurons and does not activate the LE sensory neurons (Fig. 1).
To ensure that the PSPs were predominantly monosynaptic, we perfused
the abdominal ganglion with seawater containing an elevated
concentration of Ca2+ and Mg2+ (Hi
Ca2+, Hi Mg2+), which raises the threshold for
spike initiation and blocks most of the polysynaptic component of the
PSP by preventing interneurons from firing. The PSP generally had a
relatively simple shape with a single peak, consistent with its being
predominantly monosynaptic (Figs.
10A, 11). There was significant
habituation of the PSP on trial 5 (n = 10;
t(9) = 2.79; p < 0.05, compared
with trial 1) and significant dishabituation on trial 6, 2.5 min after
the shock (F(1,9) = 10.59; p < 0.01, compared with trial 5), which had largely worn off by trial 7, 12.5 min after the shock (Fig. 10B). Dishabituation of the PSP was significantly greater 2.5 min than 12.5 min after the
shock (F(1,9) = 6.25; p < 0.05). There were no obvious changes in the shape of the PSP during
habituation and dishabituation training (Fig. 11).
Fig. 10.
The monosynaptic component of the PSP produced in
the gill motor neuron LDG1 by water-movement stimulation of the siphon
during habituation and dishabituation training. The abdominal ganglion was perfused with seawater containing elevated concentrations of
Ca2+ and Mg2+, which blocks most of the
polysynaptic component of the PSP. A, Records from a
representative experiment showing the PSP in Hi Ca2+, Hi
Mg2+ seawater during habituation and dishabituation.
B, Average results from 10 experiments like the one
shown in A. The area under the PSP was measured during
the first 1.4 sec after the start of the PSP and was normalized to the
value on trial 1 in each experiment (the average value on trial 1 was
3690 mVmsec).
[View Larger Version of this Image (13K GIF file)]
Fig. 11.
Average shape of the complex PSP produced in LDG1
by water-movement stimulation of the siphon during habituation and
dishabituation by mantle shock in the same experiments as in Figure
10B. The PSP area in each 50 msec interval has
been normalized to the total area on trial 1 in each experiment. The
horizontal bar below the x-axis indicates
the approximate duration of the water-movement stimulation.
[View Larger Version of this Image (52K GIF file)]
We also examined the effects of serotonin (5-HT) on the PSP produced by
water-movement stimulation of the siphon. We used the same
dishabituation procedure as in the previous experiments, except that
instead of shocking the mantle we began perfusing the abdominal
ganglion with 10 µM 5-HT 2.5 min after trial 5. As
illustrated in Figure 12, there was little
dishabituation of the PSP on trial 6, 2.5 min after the beginning of
perfusion with 5-HT, but there was significant dishabituation of the
PSP on trial 7, 12.5 min after the beginning of 5-HT perfusion
(n = 9; F(1,8) = 10.79;
p < 0.05, compared with trial 5). Dishabituation of
the PSP was significantly greater 12.5 min than 2.5 min after the start
of perfusion with 5-HT (F(1,8) = 5.32;
p < 0.05), which is the reverse of the results with
mantle shock. As with dishabituation by mantle shock, there was no
obvious change in the shape of the PSP during dishabituation by 5-HT
(Fig. 13).
Fig. 12.
Serotonin facilitates the PSP produced in LDG1 by
water-movement stimulation of the siphon. For details, see Figure 10
legend. Perfusion of the abdominal ganglion with 10 µM
serotonin began 2.5 min after trial 5 and continued for the rest of the
experiment (n = 9). The average value on trial 1 was 5157 mVmsec.
[View Larger Version of this Image (14K GIF file)]
Fig. 13.
Average shape of the complex PSP produced in LDG1
by water-movement stimulation of the siphon during habituation and
dishabituation by serotonin in the same experiments as in Figure
12B.
[View Larger Version of this Image (39K GIF file)]
DISCUSSION
Participation of LE and unidentified siphon sensory neurons in the
evoked response in the motor neurons
Byrne et al. (1974 , 1978a ,b) first characterized the response of
the LE siphon sensory neurons to controlled-force stimulation of the
siphon, and argued that the LE cells account for most of the
response in the motor neuron. Our results replicate those of Byrne et
al. (1974 , 1978a) in several ways. We found that the average threshold
for producing an action potential in an LE neuron is ~4
gm/mm2 (Fig. 3C), that the number of action
potentials produced is a monotonic function of stimulus intensity with
a smaller slope above 10 gm/mm2 (Fig. 5B1), and
that the number of action potentials does not decrease with repeated
stimulation (Fig. 5B2). Our results, however, extend those
of Byrne et al. (1978b) in several ways regarding the contribution of
the LE cells to the response produced in a motor neuron by stimulation
of the siphon. First, we found that the LE cells have higher thresholds
than the motor neurons (Fig. 3C), which respond to weak
water-movement stimuli that never fire the LE cells (Figs. 1, 3).
Second, we found that the onset of the PSP always precedes the first
spike in an LE neuron (Figs. 2, 3, 4, 5A) and that the peak of
the response in the motor neurons precedes the peak in the LE neurons
by ~50 msec (Fig. 6). Third, we found that firing of the LE neurons
stopped ~250 msec after the end of the tap, but firing of the motor
neurons continued for >500 msec (Fig. 6). Byrne et al. (1978b)
acknowledged the possibility that the LE cells did not account for all
of the response in the motor neuron, but focused on the apparently
large contribution of the LE cells.
Our results indicate that firing of LE cells contributes to the major
part of the response in the motor cells during and immediately after a
siphon tap (Figs. 6, 8). In addition, the late response in the motor
cells could be attributable to firing of interneurons that are excited
by the LE cells; however, both the earliest response in the motor cells
and the response to very weak stimuli (such as water movements) cannot
be accounted for by firing of LE cells. These results therefore suggest
that other sensory neurons with shorter latencies and lower thresholds
also contribute to the response. Like the LE cells, the pleural sensory
cells have latencies that are longer than the onset of the PSP in motor
neurons (Walters et al., 1983a ). All of the other identified
mechanosensory neurons in Aplysia whose response properties
have been investigated also have thresholds that are similar to those
of the LE cells, and none are known to respond to weak water-movement
stimuli (Byrne et al., 1974 ; Rosen et al., 1979 ; Byrne, 1980 ; Fiore and
Geppetti, 1981 ; Walters et al., 1983a ; Weiss et al., 1986 ; Dubuc and
Castellucci, 1991 ; Miller et al., 1994 ). Short-latency, low-threshold
sensory neurons therefore have evidently not yet been identified in
Aplysia.
Properties of the unidentified siphon
sensory neurons
There are several questions regarding the expected properties of
the unidentified sensory neurons. First, do they simply have lower
thresholds than the LE cells, or do they respond to a different modality such as vibration? Two types of nerve endings have been described in the skin of the tail and siphon of Aplysia:
ciliated endings at the epidermal surface that stain with antibodies to class III -tubulin (Steffensen et al., 1993 ), and spindle-like structures in the muscle layer that stain with antibodies to sensorin (Steffensen and Morris, 1996 ). Because the LE cells and most of the
other known mechanosensory neurons also stain with antibodies to
sensorin (Brunet et al., 1991 ), it seems possible that the ciliated
endings belong to another class of sensory neurons that respond to
different types of stimuli.
Second, are the cell bodies of the unknown mechanosensory neurons
located in the CNS, like the identified mechanosensory neurons, or in
the periphery, like chemosensory neurons in Aplysia (Emery and Audesirk, 1978 )? Steffensen et al. (1993) did not observe any
neuronal cell bodies in the skin of the tail or siphon, although there
are cell bodies along the siphon nerve (Bailey et al., 1979 ), and
autoradiographic evidence suggests that there may be a projection from
peripheral sensory cells to the abdominal ganglion (Xin et al., 1995 ).
The shorter latency of the unknown sensory cells suggests a faster
conduction velocity, which is normally associated with a thicker axon
and a larger cell body. Because no large cell bodies have been reported
in the periphery, this result suggests a central location.
Alternatively, a shorter latency might result from a faster generator
potential, which could be consistent with either a central or a
peripheral location of the cell bodies. The observation that the
difference in latencies is not affected by stimulus intensity (Fig.
5A), however, suggests that it may not be attributable to a
difference in the rise time of the generator potential.
Finally, do the unknown sensory cells have synaptic plasticity that is
similar to the LE cells? The LE sensory neurons undergo homosynaptic
depression and heterosynaptic facilitation that are thought to
contribute to habituation and dishabituation (Castellucci et al.,
1970 ), and most of the other identified mechanosensory neurons in
Aplysia have similar synaptic plasticity (Fiore and Meunier,
1979 ; Rosen et al., 1979 , 1989 ; Byrne, 1980 ; Walters et al., 1983a ,b;
Dubuc and Castellucci, 1991 ). When the ganglion was perfused with Hi
Ca2+, Hi Mg2+ seawater, the PSPs produced by
controlled force stimulation of the siphon (Cohen et al., 1997 , their
Fig. 11) and water-movement stimulation (our Fig. 10) underwent similar
depression and facilitation during habituation and dishabituation
training, suggesting that monosynaptic PSPs from the LE sensory neurons
and the unidentified sensory neurons also have similar plasticity
during these simple forms of learning. As an additional comparison, we
examined the effect of serotonin on the PSP produced by water-movement
stimulation of the siphon. Serotonin produces facilitation of PSPs
from LE sensory neurons and most, but not all, of the other identified mechanosensory neurons in Aplysia (Brunelli et al., 1976 ;
Walters et al., 1983b ; Rosen et al., 1989 ; Dubuc and Castellucci,
1991 ). Serotonin also produced facilitation of PSPs from the
unidentified sensory neurons in these experiments (Fig. 12),
demonstrating another similarity in plastic properties of the two types
of sensory neurons. These results suggest that in several aspects of
plasticity the LE sensory neurons are representative of the entire
siphon sensory neuron population.
The facilitation by serotonin (Fig. 12) was somewhat slow to
develop, compared with facilitation by mantle shock (Fig. 10). One
possible explanation for this discrepancy is that access of serotonin
to the synapses is slow; however, serotonin and cAMP produced rapid
facilitation of PSPs from LE sensory neurons in similar experiments
(Brunelli et al., 1976 ; Fitzgerald and Carew, 1991 ; Trudeau and
Castellucci, 1992 ). Therefore these results suggest either that the
synapses of the unidentified sensory neurons are less accessible or
that serotonin might produce facilitation of the unidentified sensory
neurons by a different second messenger (perhaps acting through protein
kinase C, which produces relatively slow facilitation of the LE sensory
neurons) (Ghirardi et al., 1992 ; Sugita et al., 1992 ). If so, the rapid
facilitation of PSPs from unidentified sensory neurons by mantle shock
(Fig. 10) might be mediated predominantly by a different modulatory
transmitter, such as SCP or the L29 transmitter, both of which produce
rapid facilitation of PSPs from LE sensory neurons (Hawkins et al., 1981 ; Abrams et al., 1984 ). Additional experiments will be necessary to
test these possibilities.
Contribution of monosynaptic PSPs from LE sensory
neurons to the motor neuron response
The inferred existence of a second class of siphon sensory
neurons raises the question of the quantitative contribution of the LE
sensory neurons. Previous estimates of the contribution of monosynaptic
PSPs from LE sensory neurons to the motor neuron response have ranged
from >50% (Byrne et al., 1978b ) to <10% (Hickie et al., 1995 ). Our
results provide a possible explanation for some of these discrepancies.
With a very weak, brief stimulus to the siphon, the LE cells may not
contribute at all (Figs. 1, 3); however, with the moderate intensity
stimulus of 500 msec duration that we have used in behavioral
experiments with this preparation (Cohen et al., 1991 , 1997 ; Hawkins et
al., 1993 ), the LE cells make a substantial contribution. They fire
several spikes (Fig. 5) that occur during the major part of the motor neuron response (Figs. 6, 8). On average, the monosynaptic PSP produced
by a single spike in an LE neuron is 35.2% of the amplitude and 6.4%
of the area of the complex PSP produced by siphon stimulation (Fig. 7).
This estimate agrees reasonably well with the results of similar
experiments by Byrne et al. (1978b) . By multiplying 6.4% and 2.8, the
average number of spikes produced in an LE cell by siphon stimulation
in these experiments (Fig. 9), the monosynaptic PSPs from a single LE
cell could contribute as much as 18% of the area of the complex PSP.
The results of Byrne et al. (1974) indicate that a similar stimulus
causes approximately eight LE cells to fire, suggesting that the total
contribution from the LE cells could be >100%. Clearly this is an
overestimate, probably because the monosynaptic PSPs from the LE cells
do not add linearly. An upper limit is provided by the total
contribution of monosynaptic PSPs from all sensory neurons (LE and
unidentified), which has been estimated to be between 21% (Cohen et
al., 1997 ) or 25% (Trudeau and Castellucci, 1992 ) and 58% (Byrne et
al., 1978b ). Comparison of the contribution of a single LE cell and the
total contribution of all sensory neurons suggests that the LE cells
probably contribute most of the total sensory input to the motor
neurons under our experimental conditions.
Contribution of homosynaptic depression of monosynaptic
PSPs to habituation of the motor neuron response
Previous studies have suggested that homosynaptic depression
of monosynaptic PSPs from LE sensory neurons is a major mechanism of
habituation of the reflex response. These studies have shown that
repetitive low frequency firing of an LE cell produces depression of
the monosynaptic PSP (Castellucci et al., 1970 ) that parallels depression of the complex PSP produced by repetitive siphon stimulation (Byrne et al., 1978b ). This depression occurs even with the 5 min
interstimulus interval that we have used in our behavioral experiments
(Cohen et al., 1991 , 1997 ; Hawkins et al., 1993 ) at synapses both in
the ganglion (Carew et al., 1984 ) and in isolated cell culture (Eliot
et al., 1994 ), indicating that it is intrinsic to the sensory
neuron-motor neuron synapses. Furthermore, monosynaptic PSPs from the
unidentified sensory neurons also undergo similar depression (Figs. 10,
12).
Most of the previous studies did not examine monosynaptic PSPs
during behavioral training; however, results from two studies that did
have suggested that mechanisms other than homosynaptic depression may
contribute to habituation of reflex responses in Aplysia.
First, Goldberg and Lukowiak (1984) reported that repetitive siphon
stimulation produces depression of monosynaptic PSPs from both on-field
and off-field LE cells, suggesting that heterosynaptic inhibition of
monosynaptic PSPs contributes to habituation. In similar experiments,
however, we did not observe depression of PSPs from off-field LE cells
(Fig. 9). Second, Stopfer and Carew (1996) reported that repetitive
tail stimulation that produces habituation of the response in tail
motor neurons also produces facilitation of monosynaptic
PSPs from both on-field and off-field tail sensory neurons, suggesting
that plasticity in interneurons contributes to habituation. In similar
experiments, however, we observed depression of PSPs from on-field LE
cells (Fig. 9). It is not clear why we obtained different results in
these experiments. Two procedural differences were that we used a
longer interstimulus interval and recorded the responses in different
motor neurons. In any case, our results support the idea that
homosynaptic depression of monosynaptic PSPs from siphon sensory
neurons is a major mechanism of habituation in our preparation. It
should now be possible to perform similar analyses of the mechanisms of
dishabituation, sensitization, and classical conditioning in this
preparation.
FOOTNOTES
Received Sept. 20, 1996; revised Jan. 2, 1997; accepted Jan. 31, 1997.
This work was supported by grants from the National Institute of Mental
Health (MH26212) and the Howard Hughes Medical Institute. We thank J. Koester and I. Kupfermann for their comments, A. Krawetz, H. Ayers, and
I. Trumpet for typing this manuscript, and C. Lam and S. Mack for
preparing the figures.
Correspondence should be addressed to Dr. Robert D. Hawkins, Center for
Neurobiology and Behavior, Columbia University, 722 West 168th Street,
New York, NY 10032.
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174 - 191.
[Abstract]
[Full Text]
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D. L. Glanzman
The Cellular Mechanisms of Learning in Aplysia: Of Blind Men and Elephants
Biol. Bull.,
June 1, 2006;
210(3):
271 - 279.
[Abstract]
[Full Text]
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R. D. Hawkins, T. E. Cohen, and E. R. Kandel
Dishabituation in Aplysia can involve either reversal of habituation or superimposed sensitization
Learn. Mem.,
May 1, 2006;
13(3):
397 - 403.
[Abstract]
[Full Text]
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A. S. Bristol and T. J. Carew
Differential role of inhibition in habituation of two independent afferent pathways to a common motor output
Learn. Mem.,
January 1, 2005;
12(1):
52 - 60.
[Abstract]
[Full Text]
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R. J. Calin-Jageman and T. M. Fischer
Synaptic Augmentation Contributes to Environment-Driven Regulation of the Aplysia Siphon-Withdrawal Reflex
J. Neurosci.,
December 17, 2003;
23(37):
11611 - 11620.
[Abstract]
[Full Text]
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Y. Ezzeddine and D. L. Glanzman
Prolonged Habituation of the Gill-Withdrawal Reflex in Aplysia Depends on Protein Synthesis, Protein Phosphatase Activity, and Postsynaptic Glutamate Receptors
J. Neurosci.,
October 22, 2003;
23(29):
9585 - 9594.
[Abstract]
[Full Text]
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G. A. Phares, E. G. Antzoulatos, D. A. Baxter, and J. H. Byrne
Burst-Induced Synaptic Depression and Its Modulation Contribute to Information Transfer at Aplysia Sensorimotor Synapses: Empirical and Computational Analyses
J. Neurosci.,
September 10, 2003;
23(23):
8392 - 8401.
[Abstract]
[Full Text]
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E. G. Antzoulatos, L. J. Cleary, A. Eskin, D. A. Baxter, and J. H. Byrne
Desensitization of Postsynaptic Glutamate Receptors Contributes to High-Frequency Homosynaptic Depression of Aplysia Sensorimotor Connections
Learn. Mem.,
September 1, 2003;
10(5):
309 - 313.
[Abstract]
[Full Text]
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B. G. Schreurs
Classical Conditioning and Modification of the Rabbit's (Oryctolagus Cuniculus) Unconditioned Nictitating Membrane Response
Behav Cogn Neurosci Rev,
June 1, 2003;
2(2):
83 - 96.
[Abstract]
[PDF]
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J. R. Wolpaw
Memory in neuroscience: rhetoric versus reality.
Behav Cogn Neurosci Rev,
June 1, 2002;
1(2):
130 - 163.
[Abstract]
[PDF]
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I. Antonov, I. Antonova, E. R. Kandel, and R. D. Hawkins
The Contribution of Activity-Dependent Synaptic Plasticity to Classical Conditioning in Aplysia
J. Neurosci.,
August 15, 2001;
21(16):
6413 - 6422.
[Abstract]
[Full Text]
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