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The Journal of Neuroscience, April 1, 1999, 19(7):2609-2618
Differential Effects of Apamin- and Charybdotoxin-Sensitive
K+ Conductances on Spontaneous Discharge Patterns of
Developing Retinal Ganglion Cells
Guo-Yong
Wang,
Bruno A.
Olshausen, and
Leo M.
Chalupa
Section of Neurobiology, Physiology, and Behavior and the Center
for Neuroscience, University of California, Davis, Davis, California
95616
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ABSTRACT |
The spontaneous discharge patterns of developing retinal ganglion
cells are thought to play a crucial role in the refinement of early
retinofugal projections. To investigate the contributions of intrinsic
membrane properties to the spontaneous activity of developing
ganglion cells, we assessed the effects of blocking large and small
calcium-activated potassium conductances on the temporal pattern of
such discharges by means of patch-clamp recordings from the intact
retina of developing ferrets. Application of apamin and
charybdotoxin (CTX), which selectively block the small and large
calcium-activated potassium channels, respectively, resulted in
significant changes in spontaneous firings. In cells recorded from the
oldest animals [postnatal day 30 (P30)-P45], which manifested relatively sustained discharge patterns, application of either blocker
induced bursting activity. With CTX the bursts were highly periodic,
short in duration, and of high frequency. In contrast, with apamin the
interburst intervals were longer, less regular, and lower in overall
spike frequency. These differences between the effects of the two
blockers on spontaneous activity were documented by spectral analysis
of discharge patterns. Filling cells from which recordings were made
with Lucifer yellow revealed that these effects were obtained in all
three morphological classes of cells: , , and . These
findings provide the first evidence that apamin- and CTX-sensitive
K+ conductances can have differential effects on the
spontaneous discharge patterns of retinal ganglion cells. Remarkably,
the bursts of activity obtained after apamin application in more mature neurons appeared very similar to the spontaneous bursting patterns observed in developing neurons. These findings suggest that the maturation of calcium-activated potassium channels, particularly the
apamin-sensitive conductance, may contribute to the changes in
spontaneous firings exhibited by retinal ganglion cells during the
course of normal development.
Key words:
retinal ganglion cells; spontaneous activity; apamin; CTX; Ca-mediated K+ channels; patch-clamp
recordings; development
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INTRODUCTION |
Developing neurons in many different
systems exhibit pronounced changes in their excitable membrane
properties (Llinás, 1988 ; Spitzer, 1991 ; Ramoa and McCormick,
1994 ; Robinson and Wang, 1998 ). Retinal ganglion cells have provided a
particularly attractive model for such studies (for review, see
Chalupa, 1995 ) because the activity of these neurons is thought to play
a key role in the refinement of early projection patterns at
retinorecipient nuclei, even before birth (Galli and Maffei, 1988 ;
Maffei and Galli-Resta, 1990 ; Meister et al., 1991 ; Skaliora et al.,
1993 ; Wong et al., 1993 ; Wong and Oakley, 1996 ; Penn et al., 1998 ).
To gain a better understanding of the functional development of
ganglion cells in the mammalian retina, we have made patch-clamp recordings from isolated and intact neurons with the goal of relating increases in excitability to the maturation of specific membrane conductances (Skaliora et al., 1993 , 1995 ; Wang et al., 1997 ; Huang and
Robinson, 1998 ). This work has revealed that an increase in sodium
current density, as well as shifts in the kinetics of sodium channel
activation and inactivation, accounts for the ability of ganglion cells
to generate spikes very early in development (Skaliora et al., 1993 ).
The ability to fire repetitive spikes to maintain depolarizing current
injections, at later stages of development, has been related to an
increase in the speed of recovery from sodium channel inactivation
(Wang et al., 1998 ).
The spontaneous activity patterns of retinal ganglion cells have also
been shown to exhibit pronounced developmental changes (Meister et al.,
1991 ; Wong et al., 1993 ; Wong and Oakley, 1996 ; Zhou, 1998 ; the present
study). Early in development, ganglion cells only fire occasional
bursts, whereas at maturity, these cells typically manifest relatively
sustained discharge patterns, with little or no bursting activity. The
underlying basis for such changes in spontaneous activity with
development are unknown, but it seems reasonable to think that both
extrinsic as well as intrinsic factors are involved in this
maturational process. With respect to extrinsic influences, recent
studies have implicated GABAergic inputs (Fischer et al., 1998 ) as well
as cholinergic starburst amacrine cells (Feller et al., 1996 ; Zhou,
1998 ) in the changing spontaneous activity patterns exhibited by
developing ganglion cells. As yet, however, the involvement of specific
conductances in the generation of different patterns of spontaneous
activity has not been examined in the developing or adult retina.
Recently, we showed that ganglion cells in the ferret retina express
two types of calcium-sensitive potassium conductances, corresponding to
the large-conductance calcium-activated potassium channel
(BKCa) and the small-conductance calcium-activated
potassium channel (SKCa) (Wang et al., 1998 ). Both
channels were found to modulate the evoked-activity patterns of retinal
ganglion cells because application of apamin, the small-conductance
channel blocker, and charybdotoxin (CTX), the large-conductance
channel blocker, resulted in significant increases in discharge rates
in response to injected currents. To assess the functional properties
of these conductances further, we examined in the present study the
effects of these two calcium-activated channel blockers on the
spontaneous discharge patterns of ferret ganglion cells.
Here we show that the relatively sustained spontaneous firings observed
in mature ganglion cells shift to a bursting mode when these
calcium-activated potassium conductances are blocked. We also
demonstrate clear-cut differences between the types of bursting
activities elicited after application of the two blockers. Apamin, the
small-conductance channel blocker, induced low-frequency bursts of
relatively long duration, a pattern very similar to that observed in
developing ganglion cells. In contrast, CTX, the large-conductance
channel blocker, induced high-frequency bursts of short duration that
were highly periodic. These findings demonstrate that modulations of
calcium-activated potassium conductances provide an effective means for
influencing the spontaneous discharge patterns of retinal ganglion
cells. Moreover, because the firing patterns evident after blockade of
the small conductance resembled the spontaneous discharges evident
during development, the results suggest a possible link between the
functional state of the calcium-activated potassium conductances and
the spontaneous discharges manifested by immature ganglion cells. It
remains to be established whether these effects are mediated by a
direct influence on retinal ganglion cells or indirectly by amacrine
cells that might also express calcium-activated potassium conductances.
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MATERIALS AND METHODS |
The preparation of the retina and the recording procedures have
been described in detail in previous studies from this laboratory (Robinson and Chalupa, 1997 ; Wang et al., 1997 , 1998 ). Here we emphasize that all procedures were in compliance with National Institutes of Health guidelines and were approved by the campus animal
use committee.
Retina preparation. Retinas were obtained from ferrets
ranging in age from postnatal day 15 (P15) to P45, with the day of birth denoted as P0. The animals were purchased from a commercial breeder (Marshall Farm, North Rose, NY). After the postnatal ferrets were given a lethal dose of barbiturate (Nembutal; 200 mg/kg, i.p.),
the eyes were removed and placed in oxygenated Eagle's minimal
essential medium (EMEM; Sigma M-7278, St. Louis, MO) at 25°C. The
retinas were then carefully peeled from the eyecup and stored at room
temperature in EMEM, continuously bubbled with 95% oxygen and 5%
CO2. A small piece of retina was placed, ganglion cell
layer up, in the recording chamber and stabilized with an overlying
piece of filter paper. A 2 mm hole in the filter paper provided access
for the recording electrode. Cells were visualized through this opening
with a 40× objective mounted on a fixed-stage upright epifluorescence
microscope (Nikon) equipped with a mercury vapor lamp. The dissection
of the retina and the recordings were done in an illuminated room so
the retinas were under light-adapted conditions.
During recordings the retina was perfused continuously with EMEM (1.5 ml/min) through a gravity-fed line, heated with a Peltier device, and
continuously bubbled with 95% oxygen and 5% CO2. A calibrated thermocouple monitored the temperature in the recording chamber that was maintained at 35°C. Recordings from individual cells
usually lasted 30-120 min, and retinal segments from which recordings
were made typically remained viable for 8-12 hr. Patch electrodes were
filled with a solution containing 140 mM KCl, 10 mM HEPES, 0.5 mM EGTA, 150 mg/ml Nystatin, 200 mg/ml Pluronic, and 2% Lucifer yellow, pH 7.4. By the end of the
experiment the soma and the dendritic arborizations were usually
completely labeled, suggesting that recordings were made in the
whole-cell configuration. In some cases complete filling required
additional application of a hyperpolarizing potential (200 mV) for ~5
min. After adequate filling was achieved, the retina was removed and
fixed in 4% paraformaldehyde for 6-8 hr at 4°C. The retina, with
filter paper still attached, was then mounted on a slide, and labeled
cells were subsequently viewed with a Bio-Rad MRC-600 confocal
microscope (Hercules, CA) and reconstructed using a computerized
imaging system (Bio-Rad CoMOS, version 7.0) (Wang et al., 1997 ).
Because withdrawal of the patch-clamp electrode sometimes distorted the
shape of the soma, such reconstructions could not be made for all
recorded cells. All cells were visualized and identified as ganglion
cells before the electrode was withdrawn, and only cells unequivocally identified as retinal ganglion cells (Wingate et al., 1992 ) were included in this study.
Electrophysiology. Patch pipettes with a tip resistance
between 3 and 7 M were pulled from thick-walled
1.5-mm-outer-diameter borosilicate glass on a Sutter puller (P-87).
Current-clamp recordings were made with an Axopatch 1-D patch-clamp
amplifier. The data were low-pass filtered at rates between 1 and 2 kHz
and digitized at rates between 1 and 4 kHz before storage on an IBM
computer for subsequent off-line analysis. Recordings were obtained by patching onto cells with clear, nongranular cytoplasm. High-resistance seals were obtained by moving the patch electrode onto the cell membrane and applying gentle suction. After formation of a
high-resistance seal between the electrode and the cell membrane,
transient currents caused by pipette capacitance were electronically
compensated by the circuit of the Axopatch 1-D amplifier. If the
seal resistance dropped below 1 G during the recording, the
experiment was terminated.
The series resistance was 8-15 M . Immediately after the whole-cell
configuration was attained, the resting membrane potential was read off
the amplifier. The value of the resting potential was monitored
regularly throughout the recording, and if significant changes were
observed, recordings were terminated. Apamin (1 µM) and
CTX (0.02 µM) were freshly made on the day of the
experiment and administered to the bath through a gravity-fed line. The
high affinity of apamin and CTX for their respective channels made it
difficult to wash out the drug, so only partial recovery toward control
values could be obtained.
Analysis. The recorded activity was analyzed in terms of its
frequency content by filtering each membrane potential waveform through
a bank of bandpass filters evenly spaced along the log frequency axis
(see Fig. 6A). The log frequency axis was used because of the large dynamic range in frequency and also because the
power spectrum of the spiking activity indicated that energy is spread
in progressively wider bands at higher frequencies. The bank consisted
of 50 filters, each with a bandwidth of one-fifth octave (with Gaussian
roll-off), and the center frequencies of the filters were uniformly
spaced along the log frequency axis from 0.1 to 100 Hz. This allowed a
large range of frequencies to be covered while at the same time
allowing resolution of the sharpest frequency peaks observed in the
power spectrum. The overall response of each filter was computed by
summing the power (squared output) measured through each filter over
time, normalizing these quantities across frequency, and then taking
the square root as a measure of "amplitude." That is, for a
recorded waveform s(t), the output of the
ith filter was obtained by convolving with filter hi(t):
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where hi(t) has the
frequency response:
and f0i steps in uniform
increments of one-fifth octave from 0.1 to 100 Hz. (Filtering was
performed by multiplication in the frequency domain.) The overall
response of the filter ri was computed
as:
Each recorded waveform was thus characterized by a 50 element
spectral vector r, each element of which measures relative amplitude within a certain frequency band.
The recorded waveforms were analyzed for similarities and differences
in their spectral characteristics before and after channel block by
performing two forms of cluster analysis. The first method was
primarily visual and consisted of computing the principal components of
the 50-dimensional space spanned by the entire population of spectral
vectors (all recordings) and then projecting the spectral vector for
each waveform , r( ), along the
first two principal components. That is, a covariance matrix,
C, of the total population of spectral vectors was
calculated via:
where N is the number of recordings, µ is the mean
vector:
and indexes the spectral vector measured for each recording.
The principal components were obtained by calculating the eigenvectors
of C:
and a scatter plot was generated by projecting each frequency
vector onto the first two eigenvectors (i.e., those with the largest
eigenvalue):
and plotting a point for each pair
[v1( ),
v2( )]. The second method
provided a more quantitative measure of cluster separation by comparing
the distance between cluster means with the within-cluster scatter.
Because all spectral vectors were of unit length, the distance and
scatter measures were based on the angle of separation between vectors.
That is, a normalized mean vector for class j was calculated
via:
where j is the set of indices in class
j and Nj is the number of
vectors in class j. The angular distance between means for
classes i and j was calculated via:
and the within-class scatter for class j was
calculated via:
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RESULTS |
Current-clamp recordings from morphologically identified retinal
ganglion cells revealed marked developmental differences in spontaneous
activity patterns (Fig. 1). In the
youngest animals (P15-P19), ganglion cells (n = 3;
resting potential, 54 ± 4.1 mV) fired action potentials in
bursts of relatively long duration (4.7 ± 1.34 sec) separated by
long intervals (43 ± 12 sec) of silence. In older retinas
(P20-P26), the spontaneous bursts of ganglion cells (n = 4; resting potential, 55 ± 3.1 mV) decreased in duration
(1.35 ± 0.14 sec), and the interval between bursts became
substantially shorter (6.3 ± 2.7 sec). In the next age group
(P30-P37), 22% of the cells (6 of 27) manifested a bursting pattern,
with a burst duration and interburst interval of 1.04 ± 0.15 and
1.25 ± 0.10 sec, respectively (resting potential, 55.6 ± 4.9 mV), whereas the remainder of the neurons discharged in a
relatively sustained manner (resting potential, 57.2 ± 5.3 mV).
In contrast, in the oldest animals (P38-P45), all but one cell (27 of
28) fired in a relatively sustained pattern (resting potential,
57 ± 5.2 mV). Burst duration was measured from the beginning of
the depolarization to the end of the repolarization period, and the
interburst interval was measured from the end of one burst to the
beginning of the subsequent burst. The data presented here are
means ± SEs. In all cases, cells manifested a given
spontaneous activity pattern (i.e., bursting or sustained) throughout
the duration of the recording period that lasted from 30 min to as much
as 2 hr.

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Figure 1.
Current-clamp data obtained at body temperature
from spontaneously active retinal ganglion cells at different stages of
development. The ages of the four illustrative neurons are P17
(A), P26 (B), P35
(C), and P42 (D). There are
clear age-related changes in spontaneous discharge patterns.
A, The youngest cell fires in a bursting pattern with
long interburst intervals. B-D, The interburst
intervals are reduced progressively with development, with the oldest
cell manifesting a relatively sustained discharge pattern. The resting
potentials for these four cells were 54, 57, 61, and 59 mV,
respectively.
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By filling the neurons from which recordings were made with Lucifer
yellow, it was possible to distinguish three major classes of ferret
ganglion cells ( , , and ) on the basis of their salient morphological properties (Fig. 2). This
was the case even in the youngest retinas studied (P15-P19). However,
we did not distinguish between On and Off cell classes because, in our
experience, it has proven problematic to localize accurately the
dendritic processes of Lucifer yellow-filled neurons to these
sublaminae of the inner plexiform layer.

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Figure 2.
Confocal reconstructions of three morphological
cell types from which recordings were made. A-C, An cell (A), a cell (B),
and a cell (C), based on the criteria of
Wingate et al. (1992) . Ages of these cells were P39, P36, and P42,
respectively. Cells were filled with Lucifer yellow during recordings.
Scale bars: A, C, 100 µm;
B, 50 µm.
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At all ages, there was no obvious relationship between the different
types of spontaneous discharge patterns observed (i.e., bursting or
relatively sustained) and the morphological cell class. For instance,
of the cells that fired in a sustained manner in animals older than
P30, 10 were , 17 were , and 6 were . In this age group, the
cells that discharged in a bursting manner were 1 , 5 , and 1 . At ages younger than P30, 7 cells were morphologically classified
(1 , 5 , and 1 ), and all showed bursting activity. These
observations suggest that the different spontaneous patterns reflect
the maturational state of these neurons rather than class-specific
membrane properties. Note that the cell class may have included
different subtypes of cells, but given the limited sample size, no
attempt was made to distinguish cell classes further.
A total of 48 cells that manifested a sustained firing pattern (at P30
and older) were tested for the effects of one or the other
calcium-activated potassium channel blocker. In the majority of cases
the spontaneous discharges were significantly altered, and in all
instances this was reflected in a shift from a maintained to a bursting
pattern: 18 of 21 cells were affected by CTX, and 22 of 27 neurons were
influenced by application of apamin. Examples of the effects obtained
are depicted for two neurons in Figure 3.
Note that both cells manifested relatively sustained levels of
spontaneous activity before application of the drugs (Fig. 3,
left). After introduction of apamin (Fig. 3B,
right) or CTX (Fig. 3A, right), the
spontaneous discharges changed to a bursting pattern. This type of
change was evident in every cell tested whose firing pattern was
affected by the drug treatment, and there was no indication of
class-specific effects. Of the cells affected by apamin, 6 were , 10 were , and 3 were ; and of those influenced by CTX, 4 were , 7 were , and 3 were . The number of morphologically identified
cells is lower than that of the overall sample because in some cases
the process of withdrawing the patch electrode altered cell
morphology.

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Figure 3.
Current-clamp recordings at body temperature.
A, B, The responses of two mature retinal
ganglion cells that fired in a sustained pattern to bath application of
charybdotoxin and apamin, the large and small calcium-activated
potassium channel blockers, respectively. Left, The
control recordings. Right, The recordings after bath
application of the blockers. Both charybdotoxin and apamin induced
bursting activity. With CTX the duration of bursts and the interburst
intervals are short (A, right). In
contrast, with apamin the duration of bursts and the interburst
intervals are long (B, right). The
average duration of bursts and the interburst interval are 0.076 ± 0.035 sec (n = 247 bursts) and 0.176 ± 0.042 sec (n = 236 intervals), respectively, for
CTX and 1.153 ± 0.282 sec (n = 213 bursts)
and 1.733 ± 0.221 sec (n = 197 intervals),
respectively, for apamin. The age and the resting potential of these
two cells were P38 and 56 mV (A) and P35 and
55 mV (B).
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It is also evident in Figure 3 that the type of bursting activity
obtained with CTX was different than that observed after apamin
application. With CTX the interval between bursts was brief, and there
were few spikes in each burst (Fig. 3A). In contrast, with
apamin the interburst interval was longer, and the spike frequency in
each burst was higher (Fig. 3B). The average duration of
bursts and the interburst interval were 0.102 ± 0.025 and
0.200 ± 0.020 sec, respectively, (n = 18) for CTX
and 1.198 ± 0.200 and 1.786 ± 0.224 sec, respectively,
(n = 22) for apamin. The examples depicted in Figure 3
are representative of the results obtained for the overall sample of
cells tested with the two blockers. Because the affinity for these
blockers is high, it was not possible to test the effects of both drugs
on a single cell. Nevertheless, the clear-cut differences between
apamin and CTX were readily apparent in the sample of cells tested.
Particularly noteworthy is the observation that the bursting activity
obtained after apamin application was very similar to that manifested
by immature neurons. This finding is clearly illustrated in Figure
4 that compares the spontaneous discharge
patterns, using the same time scale, recorded from two immature cells
(Fig. 4A,B) and two more mature
neurons (Fig. 4C,D) after apamin
application. The two mature cells manifested a relatively sustained
pattern (data not shown), but after apamin application the resulting
bursts were found to be virtually indistinguishable from those observed in developing cells. Note that with apamin application there was also a
positive shift in the baseline, indicating a partial depolarization of
membrane potential that might reflect the influx of calcium during the
bursting period (clearly evident in Figs. 3B,
right, 4C). In contrast, the bursts obtained
after CTX application were much more regular than those recorded in
developing neurons.

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Figure 4.
Current-clamp recordings from four retinal
ganglion cells at body temperature. A, B,
Spontaneous bursting activities of two cells at P26 and P31,
respectively. C, D, Bursting activities
induced by apamin from two older cells at P35 and P38,
respectively, that manifested relatively sustained spontaneous
discharge patterns (data not shown). Note that the bursting waveforms
induced by apamin (C, D) are similar to
those of spontaneous bursts observed in the less mature cells. Resting
potentials of these four cells were 57 mV (A),
56 mV (B), 55 mV (C),
and 57 mV (D).
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To obtain a quantitative comparison of the effects of apamin and CTX,
we performed spectral analyses on the waveform patterns recorded during
the control condition and also after application of one or the other
blocker for the cells that manifested sustained levels of spontaneous
activity. In each condition, the recordings were analyzed for their
frequency content in the range from 0.1 to 100 Hz, on a logarithmic
frequency scale, as described in Materials and Methods. Representative
illustrations of such an analysis for the two cells that provided the
examples of change in spiking patterns with each blocker (see Fig. 3)
are depicted in Figure 5. In the control
condition, there is a rather broad spread of energy in the range from 1 to 100 Hz, with the peak frequency corresponding to the spontaneous
discharge rate of the cells. There is also a substantial peak in the
low-frequency range (0.1-1 Hz), most likely attributable to slow
modulations in firing rate. After application of one or the other
blocker, there is a pronounced shift in the spectrum that is different
for each blocker. Apamin tends to give rise to a strong low-frequency
component in the 0.3-0.6 Hz range (Fig. 5B,
right) corresponding to the long periodic bursts seen in
Figure 3B, right. CTX, in contrast, gives rise to
a sharply tuned peak at ~5 Hz (Fig. 5A, right)
corresponding to the highly regular periodic bursting pattern seen in
Figure 3A, right. In addition, for both blockers
the overall activity as measured by the signal variance (proportional
to the area under the power spectrum) is higher. Application of CTX
resulted in a fivefold increase in variance for this cell, whereas
application of apamin resulted in a 1.3-fold increase. Importantly, the
basis for this increase in power was different for the two blockers. In
the case of CTX there was a 2.5-fold increase in the total number of
spikes emitted when the blocker was applied in comparison with the
control condition (compare Fig. 3A, right and
left). In contrast, with apamin application there was a
4.7-fold decrease in the total number of spikes, but the pronounced
positive shift in the membrane potential during the emission of the
bursts, in addition to the increased discharge rate during the bursts,
resulted in the power increase (compare Fig. 3B,
left and right).

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Figure 5.
Amplitude spectra of the same spiking patterns
shown in Figure 3 before (left) and after
(right) block. A, CTX results in sharper
tuning at ~5 Hz. B, Apamin results in a dominant
frequency at ~0.3-0.6 Hz. In both cases there is an increase in the
variance or total power in the recorded activity (revealed here as an
increase in area under the amplitude spectrum).
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To focus further on the temporal structure of the recordings obtained
in the various conditions, we calculated the power in different
frequency bands evenly spaced along the log frequency axis, as shown in
Figure 6A, and
normalized these quantities with respect to the total signal power as
described in Materials and Methods. The changes obtained after apamin
and CTX application are shown in a color-coded format in Figure
6B. The shift to low-frequency activity after
application of apamin and to sharply tuned mid-frequency activity after
application of CTX appears as a highly robust effect across the
population of cells analyzed. Also shown (Fig. 6B, bottom) is the frequency spectrum of seven developing cells
(P30-P42) that fired spontaneous bursts. Note that the frequency
profiles of these neurons closely resemble those obtained after apamin application.

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Figure 6.
Log frequency spectra for the cells recorded
before and after apamin or CTX application as well as
for those showing spontaneous (spont.) bursting
activity. A, Spectra were computed by filtering through
a bank of 50 filters, each one-fifth octave in bandwidth and spaced
evenly along the log frequency axis from 0.1 to 100 Hz. Shown are the
frequency response functions of the first three and last of these
filters (the horizontal dots represent the repetition of
the filters at equally spaced intervals along the log-frequency axis).
B, Normalized spectra are displayed as "heat maps,"
in which the amplitude in each frequency band is displayed with a color
corresponding to the fraction of signal energy falling within that
band. (Red-white is strongest, and
black is weakest.) Each column
corresponds to the spectrum for an individual cell, with frequency
increasing logarithmically from bottom to
top. In the control condition (before), the signal
energy is clustered in the range from 10 to 100 Hz, corresponding to
the spontaneous firing rates of these cells. After apamin is applied,
there is a pronounced shift to lower frequencies, whereas after
CTX is applied, there is a pronounced sharpening at ~5
Hz. The normalized spectrum of the group of cells that manifested
spontaneous bursts of activity shows the same low-frequency trend seen
in the apamin group. Note that the number of cells used in this
analysis is lower than that of the overall sample studied because some
recordings were too brief in duration to be useful for Fourier
analysis.
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To characterize statistically the similarities and differences among
the groups of cells studied, we constructed a two-dimensional scatter
plot of all recorded waveforms. This was done by projecting the log
frequency spectrum for each cell onto the first two principal components, accounting for 75% of the variance. The result of this
analysis, shown in Figure 7A,
depicts how activity patterns cluster into groups according to the
frequency characteristics of their discharge patterns under the
different experimental conditions. The change from control to apamin
block is seen as a shift along the first principal component (Fig.
7A, blue + symbols changing to
blue symbols), whereas the shift from control
to CTX block is seen as a shift along the second principal component
(Fig. 7A, red + symbols changing to
red symbols). The group of immature cells
(Fig. 7A, green + symbols) overlaps
completely with the apamin group (Fig. 7A, blue
symbols). Figure 7B graphically depicts the
results of a more quantitative analysis of the overlap and separation
among the clusters corresponding to the different experimental
conditions. The separation between clusters, calculated as the angular
separation between the mean vector of each cluster (see Materials and
Methods), is shown on the line connecting the dots corresponding to
each experimental condition. The amount of within-cluster scatter is
shown on the circle surrounding each dot. It is thus evident that the
effects of apamin and CTX are significantly separated from their
control conditions, as well as from each other, and that the immature
group overlaps strongly with the apamin group.

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Figure 7.
Clustering of the cells according to their firing
patterns. A, The normalized spectra were projected onto
the first two principal components of the 50-dimensional log frequency
space of all the cells tested. The change in activity attributable to
apamin block (blue) results in a shift along the first
principal component, whereas the change in activity attributable to
CTX block (red) results in a shift along
the second principal component. The spontaneous group
(green) overlaps with the apamin group.
B, A graphical depiction of between-class separation in
comparison with within-class scatter is shown. Each dot
denotes a different experimental condition, and the lines
connecting dots denote the angular separation between cluster
means (see Materials and Methods). The circle around
each dot denotes the degree of within-class scatter that
is given quantitatively on the circumference. The firing patterns
elicited by apamin and CTX are well separated from that
of their controls and of each other, whereas the cells that manifested
spontaneous bursts of activity show little or no significant separation
from the apamin group.
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DISCUSSION |
In this study whole-cell patch-clamp recordings were made from
morphologically identified ganglion cells in the intact retina of the
developing ferret. During ontogeny spontaneous firing patterns were
observed to change markedly. Early in development, ganglion cells fired
in bursts separated by silent intervals that decreased with age. In
contrast, in the oldest age group studied, all but one cell manifested
a relatively sustained pattern of spontaneous activity. Similar
observations have been reported by Wong and colleagues using
multielectrode recordings (Wong et al., 1993 ) as well as
Ca2+ imaging (Wong and Oakley, 1996 ) of the ferret
retina. As yet, however, it is not know what accounts for such changes
in spontaneous activity of retinal ganglion cells. This issue is of
considerable importance because there is now convincing evidence that
such bursts of activity could play a role in refining connections in developing retinogeniculate pathways (Meister et al., 1991 ; Wong et
al., 1993 ; Wong and Oakley, 1996 ; Penn et al., 1998 ). Because isolated
ganglion cells seldom yield spontaneous action potentials (Skaliora et
al., 1993 ; see also Feigenspan et al., 1998 ), it seems reasonable to
think that inputs from retinal interneurons are required for such
activity. In support of this hypothesis, Zhou (1998) has recently found
bursting type of activity in starburst amacrine cells of the developing
ferret retina during the period when such activity is prevalent in
ganglion cells.
In the present study we provide evidence that intrinsic membrane
properties may also play a role in the spontaneous patterns generated
by developing ganglion cells. Previously, we demonstrated that ferret
retinal ganglion cells express two types of calcium-activated potassium
conductances (Wang et al., 1998 ), with properties similar to those
described for BKCa and SKCa channels documented
in other neurons (e.g., Blatz and Magleby, 1987 ). Here we show that
application of specific blockers of these channels has marked effects
on spontaneous discharge rates. Cells that fired in a relatively
sustained manner changed to bursting patterns when either the large or
the small calcium-activated conductance was blocked. This was the case
for , , and cells, the three major classes of ganglion cells
identified after the neurons from which recordings were made were
filled with Lucifer yellow.
Implication for developmental changes in spontaneous activity
When the small-conductance calcium-activated potassium channel was
blocked by apamin in the older ferret retinas, the resulting firing
patterns became bursty, resembling those observed in younger ganglion
cells. This implies that there might be some functional equivalence
between developing ganglion cells that discharged bursting patterns and
the more mature neurons subjected to pharmacological blockade of the
small calcium-activated potassium channel. One intriguing possibility
is that the expression and functional maturation of this channel
contribute to the changing patterns of spontaneous activity observed in
developing ganglion cells. For instance, it might be the case that
after this conductance attains a mature state, the capability to
discharge bursts to a given synaptic input is lessened. One test of
this idea would be to examine the functional maturation of this
calcium-activated conductance in relation to changes in spontaneous
discharges manifested by developing neurons.
Undoubtedly other factors must contribute to this process, and indeed,
there is now accumulating evidence of maturational changes in the
properties and kinetics of a diversity of currents expressed by
developing ganglion cells (for review, see Robinson and Wang, 1998 ).
Specifically, we have shown that the speed of recovery from
inactivation of the Na current increases markedly with ganglion cell
development and that this relates to the ability of these neurons to
generate repetitive firing patterns (Wang et al., 1997 ). That study and
the previous work from our laboratory on the functional development of
intrinsic membrane properties of ganglion cells in the developing
mammalian retina (Skaliora et al., 1993 ) were primarily concerned with
discharge patterns generated by depolarizing current injections. In
contrast, in the present study we focused on the spontaneous activity
patterns of developing retinal ganglion cells. To assess further the
relative contributions of the diverse conductances to the functional
maturation of ganglion cells will require the formulation of a
quantitative model, and such work is now in progress (Benison et
al., 1997 ).
Distinct functional role of small and large
KCa channels
Application of both apamin and CTX significantly altered
spontaneous activities of retinal ganglion cells by changing relatively sustained rates to bursting-type patterns. At the same time, there were
significant differences between the types of bursts observed after
application of the two blockers. When the large-conductance calcium-activated potassium channel was blocked by CTX, the discharges became highly regular with brief periodic bursts separated by relatively short intervals, typically <200 msec apart. In contrast, blockade of the small-conductance calcium-activated potassium channel
by application of apamin resulted in longer periodic bursts separated
by longer periods of inactivity. This distinction between the actions
of the two blockers, first apparent in individual recordings, was
confirmed by comparisons of the frequency spectra obtained after
applications of one or the other blocker. These findings provide the
first evidence of a functional distinction between the large and small
calcium-activated potassium channels in regulating the spontaneous
discharges patterns of retinal ganglion cells. The underlying basis for
the differential effects of apamin and CTX on spontaneous discharge
patterns of retinal ganglion cells remains to be established. Recently,
microinjections of apamin and CTX into the rat's inferior olive have
been shown to have different effects on the generation of rhythmicity
of complex spikes in Purkinje neurons of the cerebellum (Lang et al.,
1997 ). Thus, the two calcium-activated conductances may have
differential roles in the generation of rhythmic activity in diverse
neural systems.
As discussed above, the similarity in the bursting patterns evident
after apamin application and in the spontaneous bursts generated by
developing neurons implies that the maturation of the small-conductance
calcium-mediated channel may be implicated in the developmental changes
in activity manifested by these neurons. In contrast, the type of
spontaneous activity evident in ganglion cells after CTX application
would seem to be much more rhythmic than that observed under "normal
conditions" in either the developing or mature retina. Consequently,
the putative role of the large-conductance calcium-mediated potassium
channel in the generation of these highly rhythmic discharge patterns
is unclear, at present. One possibility is that this channel always
works in combination with a variety of other conductances to alter
spontaneous discharges so that the type of activity observed after
selectively blocking this channel may not occur naturally.
Alternatively, such patterns might be present during a delimited
developmental period or under specific conditions at maturity.
Direct or indirect influence of the blockers?
In the present study recordings were made from the intact retina,
and consequently, we cannot identify the site of action of the
calcium-activated potassium channel blockers we used. In a previous
study, we showed by means of single-channel recordings from isolated
neurons that ferret ganglion cells express both small-conductance and
large-conductance calcium-activated potassium channels (Wang et al.,
1998 ). Thus, one distinct possibility is that the effects documented in
the present study on the spontaneous discharge patterns were caused by
the direct influence of apamin and CTX on the small-conductance and
large-conductance calcium-activated potassium channels present in the
membrane of ferret ganglion cells. Another possibility is that the
effects of apamin and CTX, described here, reflected the actions of
these drugs on retinal interneurons and, in particular, on starburst
amacrine cells that have been implicated in driving the slow-bursting
activity found in young ferret ganglion cells (Feller et al., 1996 ;
Zhou, 1998 ). Although calcium-activated potassium channels have been
found in amacrine cells of the salamander retina (Eliasof et al.,
1987 ), to our knowledge, the presence of such channels remains to be established in the interneurons of the ferret retina. It could also be
the case that multiple cell types could contribute to the findings
described here. Assessing the validity of these alternatives will be
difficult because, as indicated previously, isolated ganglion cells
rarely manifest spontaneous discharges and, consequently, it is not
feasible to examine directly the effects of these channel blockers on
such discharges in these neurons. Nevertheless, it seems reasonable to
think that in the intact retina what is commonly termed
"spontaneous" activity reflects synaptic activation as well as the
intrinsic membrane conductances. The results of the present study, in
conjunction with our previous work (Wang et al., 1998 ), indicate that
modulation of large and small calcium-activated potassium channels
could substantially alter evoked discharges as well as spontaneous
activity patterns in mammalian retinal ganglion cells. More
specifically, we have shown here that the state of the
calcium-activated potassium channels could be crucially involved in the
generation of spontaneous discharge patterns that have been linked with
the activity-mediated refinements observed in the developing visual system.
Effects of spontaneous and evoked discharges are different
Mature retinal ganglion cells respond to depolarizing current
injections with sustained discharge patterns for the duration of the
stimulus (Skaliora et al., 1993 ; Wang et al., 1997 , 1998 ). When such
current injections were used to elicit spike discharges in ferret
ganglion cells, application of both the large and the small
calcium-activated potassium channel blocker produced a significance increase in spike frequency, without changing the overall discharge pattern (Wang et al., 1998 ). This was the case when recordings were
made from isolated retinal ganglion cells as well as from ganglion
cells in the intact retina. In contrast, as discussed above,
application of apamin and CTX resulted in pronounced changes in
spontaneous activity, and the resulting patterns were different after
application of the two blockers. Collectively, these observations underscore a fundamental distinction between the mechanisms underlying spike generation when depolarizing current injections are used and
those mediating spontaneous discharge patterns. One implication of
these observations is that modulation of the calcium-activated potassium channels could act to alter photically evoked responses and
spontaneous activity in fundamentally different ways in retinal ganglion cells of the behaving animal.
 |
FOOTNOTES |
Received Nov. 12, 1998; revised Jan. 13, 1999; accepted Jan. 20, 1999.
This work was supported by the National Eye Institute of the National
Institutes of Health Grant EY03991. We thank Drs. Andrew T. Ishida,
Joel E. Keizer, Martin Wilson, and Bogdan Dreher for their comments on
this manuscript.
Correspondence should be addressed to Dr. Leo M. Chalupa, Section of
Neurobiology, Physiology, and Behavior, University of California,
Davis, Davis, CA 95616.
 |
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