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The Journal of Neuroscience, November 15, 2000, 20(22):8462-8473
Origins and Distribution of Cholinergically Induced Rhythms
in Hippocampal Slices
Ken
Shimono1,
Fernando
Brucher2,
Richard
Granger2,
Gary
Lynch3, and
Makoto
Taketani1
1 Technology Development Center, Panasonic, Cypress,
California 90630, and Departments of 2 Information and
Computer Science and 3 Psychiatry and Human Behavior,
University of California, Irvine, California 92697
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ABSTRACT |
Regional variations and substrates of high-frequency rhythmic
activity induced by cholinergic stimulation were studied in hippocampal
slices with 64-electrode recording arrays. (1) Carbachol triggered waves (17.6 ± 5.7 Hz) in pyramidal regions of 75% of the slices. (2) The waves had phase shifts across the cell body
layers and were substantially larger in the apical dendrites than in
cell body layers or basal dendrites. (3) Continuous, two-dimensional current source density analyses indicated apical sinks associated with
basal sources, lasting ~10 msec, followed by apical sources and basal
sinks, lasting ~20 msec, in a repeating pattern with a period in the
range of 15-25 Hz. (4) Carbachol-induced waves in the hippocampus
were accompanied by 40 Hz ( ) oscillations in deep layers of
the entorhinal cortex. (5) Cholinergically elicited and rhythms
were eliminated by antagonists of either AMPA or GABA receptors.
Benzodiazepines markedly enhanced activity and sometimes introduced
a distinct frequency peak. (6) Twenty Hertz activity after
orthodromic activation of field CA3 was distributed in the same manner
as carbachol-induced waves and was generated by a current source in
the apical dendrites of CA3. This source was eliminated by high
concentrations of GABAA receptor blockers. It is concluded
that cholinergically driven rhythms arise independently in
hippocampal subfields from oscillatory circuits involving (1) bursts of
pyramidal cell discharges, (2) activation of a subset of feedback
interneurons that project apically, and (3) production of a
GABAA-mediated hyperpolarization in the outer portions of the apical dendrites of pyramidal neurons.
Key words:
current source density; rhythm; acetylcholine; hippocampus; multielectrode array; rhythm
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INTRODUCTION |
Rhythmic activity in the hippocampus
of small mammals is described as falling into three frequency bands:
4-10 Hz ( ), 10-30 Hz ( ), and >30 Hz ( ) (for a recent
discussion, see Traub et al., 1998 , 1999 ). is by far the best
studied of these and is generally agreed to be related to, among other
things, locomotor activity (Vanderwolf, 1969 ) and memory encoding
(Landfield et al., 1972 ; Vertes and Kocsis, 1997 ). In accord with the
latter idea is the close relationship between and long-term
potentiation (Larson and Lynch, 1986 ; Larson et al., 1986 , 1993 ), a
probable substrate of certain forms of memory. The functional
correlates of the higher frequency rhythms have recently become the
subjects of considerable interest. Activity was first analyzed in
the olfactory system (for an early review, see Freeman, 1975 ) with the
conclusion that it allows coherence to develop between the bulb,
piriform cortex, and entorhinal cortex before the arrival of an odor
(Kay and Freeman, 1998 ). Activity falling in the range also appears
in the visual cortex during cue presentation (Gray and Singer, 1989 )
where it is proposed to transiently synchronize cells with disparate
receptive fields. Synchronization, according to this hypothesis, allows
multiple features of a cue to be assembled into a coherent
representation (for review, see Singer, 1998 ). Rhythms have not
typically been discriminated from the wave in discussions of
high-frequency hippocampal activity although they have been selectively
induced in hippocampal slices (Boddeke et al., 1997 ). In any event, the
growing evidence that high-frequency synchronization is essential to
coherent operations in the cortical telencephalon has emphasized the
importance of identifying the pathways and transmitters responsible for
the and oscillations.
Ascending cholinergic projections promote endogenous oscillations
including those in the and ranges. Although early work (Stumpf,
1965 ) found cholinergic blockers or septal lesions to be without
obvious effect, subsequent studies showed that fast waves (30-60 Hz)
in freely moving rats are enhanced by the cholinesterase inhibitor
physostigmine and substantially reduced by antagonists (Leung, 1985 ).
Cholinergic stimulation of hippocampal or entorhinal slices is usually
described as inducing seconds-long episodes of -like activity
(Konopacki et al., 1987 ; MacVicar and Tse, 1989 ; Dickson and Alonso,
1997 ; Williams and Kauer, 1997 ), but recent experiments show that it
can also trigger higher frequency rhythms (20-40 Hz) in cortical and
hippocampal slices (Boddeke et al., 1997 ; Fisahn et al., 1998 ).
Cholinergic septohippocampal fibers innervate discrete regions of the
hippocampal system (Lewis and Shute, 1967 ; Mosko et al., 1973 ;
Frotscher and Leranth, 1985 ; Matthews et al., 1987 ) where they contact
subpopulations of interneurons and select dendritic zones of principal
cells (Mosko et al., 1973 ; Lynch et al., 1978 ; Matthews et al., 1987 ).
Stimulation of muscarinic receptors depolarizes pyramidal cells,
depresses release from some interneurons, and increases the
excitability of others (Pitler and Alger, 1992 ; Behrends and
Bruggencate, 1993 ). The combination of in vivo and in
vitro results suggests that acetylcholine plays an important role
in generating high-frequency synchronous activity in the cortical telencephalon.
How cholinergically driven high-frequency rhythms affect cortical
operations depends on whether they are regionally specialized and how
they are produced. Carbachol-elicited oscillations are reported to
originate in restricted loci in the entorhinal cortex (Dickson and
Alonso, 1997 ) and hippocampus (Fisahn et al., 1998 ), but a more general
answer requires systematic mapping over broad expanses of the
entorhinohippocampal system. The present studies made use of a recently
introduced device (Oka et al., 1999 ) for simultaneously recording from
64 sites to address the origins and regional variations in
cholinergically induced high-frequency rhythms in the hippocampal region.
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MATERIALS AND METHODS |
Preparation of multielectrode array. Procedures for
the preparation of the recently introduced Multi-Electrode Dish
(Panasonic; MED probe) are described by Oka et al. (1999) . The device
has an array of 64 planar microelectrodes, each having a size of
50 × 50 µm, arranged in an 8 × 8 pattern. Probes come
with two types of interpolar distance, 150 µm (Panasonic; MED-P515AP)
and 450 µm (Panasonic; MED-P545AP).
For sufficient adhesion of the slice to the probe, the surface of the
MED probe was treated with 0.1% polyethylenimine (Sigma, St. Louis,
MO; P-3143) in 25 mM borate buffer, pH 8.4, for 8 hr at
room temperature. The probe surface was rinsed three times with sterile
distilled water. The probe (chamber) was then filled with DMEM and F-12
mixed medium, containing 10% fetal bovine serum (Life Technologies,
Gaithersburg, MD; 16141-079) and 10% horse serum (Life Technologies;
16050-122), for at least 1 hr at 37°C. DMEM and F-12 mixed medium is
a 1:1 mixture of DMEM and Ham's F-12 (Life Technologies; D/F-12
medium, 12400-024), supplemented with N2
supplement (Life Technologies; 17502-014) and hydrocortisone (20 nM; Sigma; H0888).
Preparation of hippocampal slices. A 17- to 24-d-old Sprague
Dawley rat was killed by decapitation after anesthesia with halothane (2-bromo-2-chloro-1,1,1-trifluoroethane; Sigma; B4388), and the whole
brain was removed carefully. The brain was immediately soaked for ~2
min in ice-cold, oxygenated preparation buffer of the following composition (in mM): 124 NaCl, 26 NaHCO3, 10 glucose, 3 KCl, 1.25 NaH2PO4, 2 CaCl2, and 2 MgSO4.
Appropriate portions of the brain were trimmed and placed on the
ice-cold stage of a vibrating tissue slicer (Leica, Nussloch, Germany;
VT-1000S). The stage was immediately filled with both oxygenated and
frozen preparation buffers. The thickness of each tissue slice was 350 µm. Each slice was gently taken off the blade by a painting brush,
trimmed, and immediately soaked in the oxygenated preparation buffer
for 1 hr at room temperature. Then a slice was placed on the center of
the MED probe. The slice was positioned to cover the 8 × 8 array.
After positioning the slice, the MED probe was immediately placed in a
box filled with 95% O2 and 5%
CO2 and allowed to recover at 32°C for 1 hr.
Electrophysiological recording. During electrophysiological
recording, the slices on the MED probe were placed in a small CO2 incubator (Asahi Lifescience; model 4020) at
32°C. After recovery of the slice on the MED probe, the medium was
replaced with DMEM and F-12 mixed medium without serum. The slices were
on the interface, and a moisturized 95% O2 and
5% CO2 gas mixture was blown from above. In this
condition, the responses were recorded for >2 hr.
Drugs were purchased from Research Biochemicals (Natick, MA; diazepam,
bicuculline, CNQX, and 2-hydroxysaclofen) or Sigma (all other
compounds). All drugs were bath applied at known concentrations and
were prepared daily from frozen aliquots.
Spontaneous and evoked field potentials at all 64 sites were recorded
simultaneously with the multichannel recording system (Panasonic; MED64
system) at a 20 kHz sampling rate. In the case of the evoked response,
one of the planar microelectrodes out of the 64 available was used for
the stimulating cathode. Bipolar constant-current pulses (10-50
µA; 0.1 msec) were produced by the data acquisition software via the
isolator. The stimulating microelectrode was selected by the 64-switch box.
Current source density analysis. The well studied
methods of current source density (CSD) analysis use the Laplacian
transform ( 2) on measured field
potentials ( ) to attempt to identify the locations and
relative magnitudes of current sources and sinks (Im) (for review, see Howland et al.,
1955 ; Mitzdorf, 1985 ):
where is the conductivity in each of the three orthogonal
dimensions. The method is rarely used in its full three-dimensional form for electrophysiological measures (Nicholson, 1973 ; Nicholson and
Freeman, 1975 ; Nicholson and Llinas, 1975 ), but rather a reduced form
in one dimension is typically applied (Haberly and Shepherd, 1973 ;
Ketchum and Haberly, 1993 ; Kolta et al., 1996 ). One-dimensional current
source density analyses are, however, conducted in material of two or
more dimensions (e.g., a brain slice), with the consequence that any
currents occurring orthogonally to the axis of measure are undetected
and the resulting one-dimensional results may therefore be misleading.
Care is thus taken in one-dimensional analyses to ascertain that there
are at most minimal currents occurring laterally to the orientation in
which samples are measured. This is done typically by aligning the
linear series of measures to be parallel to the direction of apical
dendritic growth, because it has been demonstrated that currents
lateral to apical dendrites are very small relative to currents
occurring along the apical-proximal axis. The present paper outlines a
two-dimensional method in which simultaneous samples are recorded from
multiple electrodes in an equidistant array, enabling the continuous
sensing of current flows in any direction within the plane of the
slice, regardless of the relative orientation of the rows and columns
of the array and the dendritic processes present in the slice. The
array consists of 64 planar electrodes, each with a size of 50 × 50 µm, arranged in an 8 × 8 pattern with interpolar distances
of 150 or 450 µm (Oka et al., 1999 ). After low-pass filtering at 100 Hz, the data were spatially smoothed by a 3 × 3-weighted average
kernel (0 1/8 0, 1/8 1/2 1/8, and 0 1/8 0), and the result was
convolved with a 3 × 3 Laplacian kernel (0 1 0, 1 4 1, and 0 1 0) to produce a discrete approximation of the second spatial
derivative. The medium was considered ohmic with a homogeneous
conductance. The full correlation matrix was computed for all channels
(64) in the time window considered (0-3 sec). Current-versus-time
plots for single points in the slice were obtained by computing the 8 × 8 current source density for each time step and calculating the value at the desired location via bilinear interpolation. Well
recognized limitations on the resolution affordable by current source
density analysis arise from the relationship between the interelectrode
distance (sampling resolution) and the radii of current sources or
sinks occurring in the slice. The phenomenon of "aliasing," well
known in the realm of computer graphics interfaces, refers to the
occurrence of spurious data "ghosts" (aliases) when the distance
between sampling points is larger than the size of the smallest
phenomena to be represented. In computer screen graphics this occurs
when the screen resolution is insufficient for the image being
displayed (Fig. 1 left,
middle). The appearance of spurious images on the screen is
typically treated by "antialiasing" that incorporates
low-pass filtering of the image with introduction of partially shaded
pixels at the image's edges (Fig. 1, right). The present
analysis uses low-pass filtering without full antialiasing; if the data
contain phenomena with spatial frequencies too high to be resolved by
the interelectrode sampling distances, the result is low-pass filtered
to remove spurious aliases while also removing high-frequency data
(Fig. 2).

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Figure 1.
Aliases and antialiasing. Left, A
high-resolution image with smooth edges is shown.
Middle, The same image sampled with relatively
low-resolution interpixel distance appears to have new features with
high spatial frequency (the jagged stair steps). These
"aliases" are introduced when the distance between adjacent sensors
(pixels in this case) is insufficient to render the high-resolution
image. Right, The same image sensed with the
low-resolution pixels of the middle panel and
antialiased is shown. Antialiasing includes a low-pass filter that
removes the spurious alias features from the image and therefore may
also (as in the present instance) eliminate some high-spatial frequency
detail from the original image. The corresponding potential
introduction of artifacts into array-sampled physiological data can be
removed by the same antialiasing method (see Fig. 2 legend below) and
will correspondingly eliminate some fine (high-spatial frequency)
detail from the data.
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Figure 2.
Effects of antialiasing. Top, An
instance of intersensor spacing sufficient for the resolution of the
sampled data is shown. Aliases appear as very high-frequency features;
low-pass filtering at one-half the intersensor spatial frequency
(double the intersensor distance) eliminates all aliases without
reducing resolution of the sampled data. Bottom,
Intersensor spacing insufficient for the resolution of the sampled data
is shown. Spatial frequencies of aliases overlap the highest
frequencies present in the data (black region).
Left, Low-pass filtering at one-half the intersensor
spatial frequency will fail to eliminate all the aliases and yet will
eliminate some of the finest detail of the data. Right,
Low-pass filtering at a lower spatial frequency successfully eliminates
all spurious aliases and further reduces the resolution of the sampled
data, eliminating much of the high-frequency fine detail that may be
present in the measured data. Only lower frequency (larger) events
remain.
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RESULTS |
Continuous, two-dimensional current source density analysis
Two-dimensional current source density analyses were conducted in
the context of stimulation of the Schaffer-commissural afferents to
field CA1 in a hippocampal slice preparation. Figure
3 illustrates a typical experiment. To
prevent the GABAA- and
GABAB-mediated inhibitory components, this
experiment was performed with 50 µM picrotoxin and 100 µM 2-hydroxysaclofen. Figure 3A shows the
placement of the slice on the electrode array (interelectrode spacing,
150 µm). Figure 3B shows a typical postsynaptic current
elicited by a single stimulation pulse to the electrode indicated in
white and measured from the electrode in gray.
The figure illustrates the time course and magnitude of the
postsynaptic current at the indicated electrode, which is in the
proximal portion of the apical dendrites of CA1. The direction of the
current sink and source is as indicated; after the initial fiber volley
(lasting ~1 msec) a current sink increases over a period of ~5 msec
and decreases over the subsequent 5 msec before returning to baseline
at ~13 msec. It becomes a current source and lasts for approximately another 15-20 msec before returning to baseline at ~35-40 msec. The
relative magnitudes and time courses of the sink and source are typical
for such evoked responses.

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Figure 3.
Measurement of evoked current. A,
Placement of an 8 × 8 MED electrode array, with
interelectrode spacing of 150 µm, centered in the apical dendritic
field of CA1 in a hippocampal slice. The electrodes cover the basal
dendrites of CA1, the apical dendrites of CA1, and the upper blade of
the dentate gyrus granule cell field. B, EPSC elicited
by a single pulse to the electrode marked in white in
A and measured at the electrode in gray
in A. To block GABA-mediated inhibitory
components, 50 µM picrotoxin and 100 µM
2-hydroxysaclofen were applied. The time scale is typical for such
evoked responses. Vertical dashed lines mark the time
points for which measures will be taken across all 64 electrodes (see
Fig. 4).
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Two-dimensional current source density analysis was performed to obtain
comparable measures of current sources and sinks of the same response.
Figure 4 illustrates the continuous
two-dimensional current source density analysis of the evoked response
shown in Figure 3B. Each panel in Figure 4
illustrates the computed instantaneous sources and sinks in the slice,
at selected times indicated by vertical dashed lines in
Figure 3B. The array is positioned on the slice as shown in
Figure 3A; the cell body layer of hippocampal field CA1
defines a horizontal curve approximately one-quarter of the
way from the top of each panel in Figure
4. The dashed lines indicate the cell body layer of
CA1 (top) and the boundary between stratum radiatum and
stratum lacunosum/moleculare (bottom). Sinks are
blue and sources are yellow, against a neutral
background of black. It can be seen that after the initial
fiber volley (lasting ~1 msec) a current sink in the apical dendrites
of CA1 rises over a period of ~5 msec (see Figure 4, 6 msec
panel) and falls over the subsequent 5 msec before
disappearing at approximately the 11 msec panel. After an
interim of ~2 msec during which currents are indistinguishable from
neutral background, a source appears in the apical dendrites (Figure 4,
15 msec panel) and lasts for approximately another
15-20 msec before disappearing at ~35 msec. The time courses and
magnitudes of the waveform from a single electrode (Fig. 3B)
can be seen to correspond closely to the computed current source
density sink-source series in Figure 4.

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Figure 4.
Continuous two-dimensional current source density
analysis of evoked response. Shown are the computed instantaneous
two-dimensional current source density plots across all electrodes at
each of the time points indicated in Figure 3B by
vertical dashed lines. At the bottom
right of each panel are the times in
milliseconds after the application of a pulse to the
white electrode of Figure 3A. As shown in
the horizontal bar at the bottom right,
sinks are blue and sources are yellow
against a current-neutral background of black. The
limits of the stratum radiatum in CA1 are indicated by
horizontal dashed lines. The stimulating electrode
cannot be recorded from, resulting in a singularity that is visible in
the sink field in approximately the top middle of each
frame. After an initial response because of the fiber
volley, a current sink spreads rapidly through the dendritic zone of
field CA1 (with the singularity appearing at the site of stimulation).
The sink intensifies and expands over ~5 msec and then fades,
disappearing at ~10 msec. After a brief pause, a current source
appears in these dendrites, with its center slightly more distal than
that of the current sink. The apical source intensifies, expands,
dissipates, and disappears by ~35 msec, making the
"period" of the evoked response ~35 msec. Both the apical sink
and ensuing apical source are accompanied by a field of reversed
polarity appearing in the basal dendrites of CA1 (top of
each panel) that grows and dissipates with
approximately the same time course as the apical events.
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Revealed by the two-dimensional current source density method are
spatial aspects of the current sources and sinks that are difficult to
discern by other means. The EPSC sink spreads across the apical
field of CA1, in the region of Schaffer-commissural fibers presumably
stimulated by the initiating current pulse (Fig. 4, 3-9 msec
panels); the ensuing current source occupies approximately the
same zone (Fig. 4, 15-27 msec panels). Both the sink and
subsequent source occurring in the apical dendrites are accompanied by
currents of reversed polarity in the basal dendritic field of CA1 (Fig. 4, near the top of each panel). Thus the
predominant evoked response can be characterized as a current
sink-source dipole that occurs from 3 to 9 msec and reverses to form a
current source-sink dipole from 15 to 27 msec. Other, smaller currents
are present in the slice but are not discussed here.
As described, the antialiasing performed in these analyses to prevent
the introduction of artifacts attributable to aliasing will cause the
loss of data with sufficiently high spatial frequencies. The filtering
passes only those phenomena with spatial frequencies at most one-half
that of the sampling frequency; in the present instance the
interelectrode distance was 150 µm, preventing the measurement of
current sources or sinks smaller than ~300 µm across (150 µm
radius). This could be a redoubtable shortcoming in a structure the
size of hippocampal field CA1, and it is expected that fine spatial
detail will be lost in the method. It is instructive, therefore, to
examine the spatial resolution of the CSDs measured by this method.
Figure 5 depicts the boundaries of the
apical dendrites of field CA1 superimposed on the region of
measurement. Figure 5, left, shows the slice and the
position of the array (from Fig. 3); Figure 5, right, is the
instantaneous CSD in the region of the electrode array (from Fig. 4),
at 6 msec after stimulation at the indicated electrode. The
dashed lines (Fig. 5, right) indicate the cell
body layer of CA1 (top) and the boundary between stratum radiatum and stratum lacunosum/moleculare (bottom). The
primary measured current sink (blue) occupies only the
region where apical dendrites occur, and the reciprocal current source
(yellow; top) occurs only in the region of
basal dendrites. (An absence of current appears in the computed image
at the location corresponding to the stimulating electrode; no
recordings were taken from that electrode, and the resulting CSD
processing leaves a gap.) It can be seen that the borders of the
computed sink do not coincide precisely with the location of the
anatomical limits of the dendritic field, inaccuracies that may result
from the resolution limits of the method.

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Figure 5.
Alignment of computed physiological phenomena with
known anatomical structure. Left, Placement of the
electrode array on the hippocampal slice (close-up of
Fig. 3A). The top of the
array coincides with the basal dendrites of CA1, the
top-middle portion of the array overlays
the field of apical dendrites in CA1, and the bottom
third of the array overlays the upper blade of
the dentate gyrus. Right, The physiological response
computed by continuous two-dimensional current source density analysis
6 msec after the stimulation of a single electrode (indicated in
blue). The image is a close-up of the 6 msec frame from Figure 4. The limits of the stratum
radiatum in CA1 are indicated by dashed lines. It can be
seen that the extent of the evoked current sink closely corresponds to
the limits of the apical dendrites. An apparent hole in the current
sink occurs at the site of the stimulating electrode, where no
recording is performed and no current source density is computed. There
is little current in the cell body layer itself, and current source
appears in the basal dendrites (top of
panel). There is little current at the apical
tips of the CA1 dendrites (middle of
panel) and some less intense current sources
occurring in the stratum lacunosum/moleculare.
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Distribution and current sources for carbachol-induced waves
within the hippocampus
Figure 6A contains
a micrograph of a hippocampal slice and underlying 64-electrode array
with 450 µm between recording positions (the "broad array").
Baseline activity was of low voltage and generally devoid of
synchronous activity, and there were no reliable differences between
subfields (Fig. 6C). Infusion of carbachol was followed by a
gradually developing rhythmic activity in the pyramidal cell fields
that was close to or within the band (10-30 Hz) in 41 of 55 slices
tested (Fig. 6D for an example). Thirty-four of those
41 slices had band oscillations in both CA1 and CA3. Low-voltage
activity at the upper end of the range was observed in either field
CA1 or CA3 in the remaining seven cases. The relative prominence in CA1
versus CA3 was not consistent across slices. Synchronous high-frequency
activity was also found in the dentate gyrus, much more so in the
internal than in the external wing of the structure (Fig.
6B,D). Throughout the pyramidal cell fields, the
waves were larger in the apical than in the basal dendrites and
typically had phase reversals between the two loci, as can be seen in
the higher gain record shown in Figure 6E.

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Figure 6.
Distribution of carbachol-induced waves within
the hippocampus. A, Micrograph of hippocampal slice on
the MED probe. Subfields of the hippocampus and overlying cortex can be
seen, and the broad array of electrodes, with an
interelectrode spacing of 450 µm (see Materials and Methods), is
shown. B, Spectra of carbachol-induced spontaneous
activity at 20 electrode sites that contact part of the hippocampus in
the slice. Each x-axis is on a logarithmic scale from 1 to 100 Hz. Activity is seen in the 10-30 Hz frequency range,
especially in apical dendrites of fields CA1 and CA3, with lower levels
of activity elsewhere. Gray lines indicate the position of
the pyramidal and granule cell fields. C, Samples of
activity at the same 20 electrodes in baseline conditions.
D, Activity measured after infusion of 50 µM carbachol. E, Close-up of
carbachol-induced activity in the top left electrodes in
the array, indicating the reversal of polarity across
the cell body layer of field CA1. Calibration bars: B,
5 × 10 11
V2; C, D, 0.1 mV, 500 msec;
E, 0.1 mV, 200 msec.
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Fast Fourier transforms were used for quantitative analysis of the
frequency and distribution of the carbachol-induced rhythms. For the
example illustrated in Figure 6B, most of the power
in the spectrum was found between 10 and 30 Hz with a definite peak at
20 Hz. The group mean for the dominant CA1 frequency for all slices was
18.8 ± 5.7 Hz (mean ± SD) and 19.2 ± 4.8 Hz for the instances alone. The equivalent values for CA3 were 16.4 ± 5.7 and 17.3 ± 4.2 Hz. The differences between CA3 and CA1 did
not reach statistical significance. The recording sites with the
greatest power in the 10-30 Hz band were located in the apical
dendrites of field CA3 and CA1, typically in the more distal fields.
Arrays with 150 µm spacing (the "dense array"; Fig.
7A) provided finer spatial
resolution of the rhythmic activity. Recording centered on the CA3-CA1
border revealed a surprisingly steep gradient of absolute potentials in
the distal-to-proximal dimension with the largest potentials occupying
a discrete region corresponding to the stratum moleculare of fields
CA3a and b (Fig. 7B). It is noteworthy that potentials
reversed across the cell layer boundary (see, e.g., Fig. 7B,
top left quadrant). Lesser although still substantial
voltage bands are also present in CA1. The frequency spectra for all
channels are shown in Figure 7C. All the observed oscillatory activity was absent in the presence of blockers of either
glutamate or GABA.

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Figure 7.
Carbachol-induced waves in the hippocampus
measured with a dense electrode. A, Micrograph of a
hippocampal slice on a dense-array probe, with electrodes spaced 150 µm apart. B, Sample of spontaneous responses in the
presence of 50 µM carbachol. A sharp gradient between
rhythmic versus low-intensity activity is evident along the
proximoapical axis in both CA3 and CA1. The polarity of the responses
is reversed across the cell body layer boundary, as is visible in the
top left quadrant of the panel.
C, Power spectra of carbachol-induced spontaneous
responses, with the same log x-axis as in Figure
6B. The gradient between rhythmic and less
rhythmic activity can be seen. Calibration bars: B, 0.1 mV, 200 msec; C, 5 × 10 11
V2.
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Continuous two-dimensional current source density analyses were
conducted to define further the sources of these cholinergically induced oscillations. Figure 8
illustrates the instantaneous sources (yellow) and
sinks (blue; against a neutral background of
black), at 4 msec intervals from an arbitrarily chosen
starting time of 0, in the same slice and during the same spontaneous
activity shown in Figure 7. The outlines of the granule and
pyramidal cell fields and the extents of their apical dendrites have
been superimposed to illustrate the locations of events occurring
during the time period. A large sink in apical CA1 is accompanied by a
source in the basal dendrites of CA1. The sink and its accompanying
basal source intensify and expand over the course of ~12 msec, and
both subside to approximate baseline levels by ~16 msec after initial appearance. After a brief period characterized by currents that are
barely distinguishable from background, a source arises in apical CA1,
accompanied by a sink in the basal dendrites of CA1. The source (and
its accompanying dipole) lasts for ~20 msec before dissipating. It is
noteworthy that the apical source appears to have its center more
distally located than that of the more focal apical sink preceding it,
to within the resolving power of the interelectrode spacing of 150 µm. The sink-source dipole recurred and gave rise to the frequency
plot shown in Figure 7; the time course from peak to peak of this
recurring apical sink-source dipole was ~40 msec, consistent with a
frequency of ~25 Hz. The source-sink and sink-source dipoles and
their sharply defined boundaries between sources and sinks along the
pyramidal cell body layer were recurring features across many
experiments, as was the latency from one apical sink through an apical
source to the next apical sink, as seen in Figure
9, which shows a typical record of the
repetitive oscillations induced by carbachol in a slice. Shown are the
averaged sinks and sources occurring in the apical dendrites, as
measured from the electrodes marked in blue, and in the
basal dendrites (red electrodes). The apical versus basal
oscillations retain a relationship of opposite polarity throughout the
measured period, and the frequency of the observed oscillations remains
relatively stable at 23.1 ± 0.8 Hz across multiple 1 sec samples.
The sustained occurrence of alternating current source-sink dipoles
across the cell body layers of CA3 and CA1, within the range of 10-30
Hz ( ), is robustly observed in the majority of slices and time
periods sampled.

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Figure 8.
Current source density analyses of
carbachol-induced activity. In the same slice as in Figure 7, the
outlines of the pyramidal and granule cell fields and
their apical dendrites are shown. The array includes
parts of the pyramidal cell fields of CA3 and CA1 and their apical
dendrites and part of the upper blade of the dentate gyrus. Each
frame shows the instantaneous computed current source
density in the region of the electrode array. From an
arbitrarily chosen starting point, a sink appears in the apical
dendrites of the border between fields CA3 and CA1, with an associated
source across the cell boundary layer in the basal dendrites. Within a
few milliseconds, an additional focal sink has appeared in apical CA1
with a corresponding basal source. The fields merge and intensify and
then dissipate after ~12 msec. After a brief interim during which
activity is not distinguished from background, a source appears in the
apical dendrites at ~20 msec, with a corresponding sink in the basal
dendrites. These expand and intensify before dissipating by ~20 msec
later (40 msec), after which an apical sink reappears to reinitiate the
cycle. The cycle repeats indefinitely (as indicated in the next
figure), with an approximate frequency of 25 Hz.
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Figure 9.
Relationship of recurring carbachol-induced
oscillations in apical and basal dendrites. Left,
Hippocampal slice on a broad (450 µm interelectrode spacing)
array. The electrodes used to measure basal dendritic
responses of pyramidal cell fields are indicated in red;
those used to measure apical dendritic responses are in
blue. Right, Averaged responses from
apical (blue) and basal (red) dendritic
fields shown over 500 msec (0.5 sec) of elapsed time. Carbachol-induced
(20 µM) oscillations were sustained across all sampled
periods, as in this typical response. Average apical and basal
responses are reversed in polarity, i.e., are 180° out-of-phase. The
frequency of the waves is 23.1 ± 0.8 Hz (mean ± SE).
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Shifts between sinks and sources over larger areas were assessed with
continuous two-dimensional current source density analyses using an
electrode array with interelectrode spacing of 450 µm, as
opposed to all previous current source density examples that used
arrays of 150 µm distances. The resulting aliases and antialiasing (see Fig. 2) necessarily entail further loss of resolution; for an
interelectrode spacing of 450 µm and concomitant antialiasing, the
smallest events that can reliably be imaged are those with a radius of
450 µm (diameter of 900 µm) or larger. Figure
10 shows a typical cycle. At
arbitrarily chosen time 0 msec, a weak current source in the apical
dendrites of field CA3 is surrounded by diffuse sources centered on the
pyramidal cell layers. Six milliseconds later a discrete but intense
sink develops in the proximal st. radiatum of CA3 that is accompanied
by sources in the basal dendrites of CA3. The sink grows, and a fully
developed sink-source relationship centered on CA3b is in evidence at
the 9 msec time point (Fig. 10). The sink then extends into the st.
radiatum of CA1 accompanied by the appearance of a pronounced cell
body/basal dendrite source at 15 msec. Note that by this time point the
sink-source relationship in CA3 has begun to collapse. By 24 msec a
pronounced current source has developed in the distal dendrites of
field CA3 that grows in intensity and begins to extend into the distal
dendrites of field CA1 (see Fig. 10, 30 msec time point). This source
is reasonably stable and occupies much of the distal apical dendrites for the following 10 msec (see Fig. 10, 39 msec time point) and returns
to the starting pattern at 42-45 msec. In all then, the wave involves
an intense apical dendritic sink lasting ~10 msec followed by an
apical source lasting for approximately twice that period. These events
begin in CA3 and are seen in CA1 within 3-5 msec. Data of a similar
type from the entorhinal-hippocampal system suggest that propagation
of activity involves interactions between reverberating circuits
(Iijima et al., 1996 ). Repetitive stimulation provided by reverberating
circuits may drive the spread of activity from one region to
another.

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Figure 10.
Evolution of current source density over time (42 msec). Each frame shows the computed current source
density at a particular millisecond (indicated at the top
left of the frame) during the recording of
spontaneous activity with a broad (450 µm spacing)
array. Blue indicates the maximum
magnitude of sinks; yellow indicates the maximum
magnitude of sources. The positions of the pyramidal and granule cell
fields are indicated by dashed lines. Beginning at
arbitrarily chosen time 0, an intense focal sink in the apical
dendrites of field CA3 begins at ~6 msec, accompanied by sources in
the cell and basal dendrite layers of CA3. The sink continues through
~12 msec before beginning to expand toward field CA1. The sink in
apical CA3 dissipates at ~18 msec, followed ~3 msec later by the
apical sink in CA1. The basal sources dissipate at approximately the
same time as their associated apical sinks. An apical source begins in
CA3 at ~24 msec, accompanied within a few milliseconds by a mild
basal source in CA3; the apical source then expands toward CA1, with an
accompanying basal sink in CA1. These source-sink pairs then dissipate
after ~15-20 msec. Such cycles recur irregularly in this slice.
(This series of frames and other related series can be
viewed at http://www.med64.com/publications.htm.)
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These observations show that relatively brief apical sinks are
interposed between the longer lasting apical sources. Examination of
averaged currents demonstrated that distribution of sources and sinks
across the pyramidal cell subdivisions of the hippocampus varied
between slices. Between-slice variability was also present in serial
current source density analysis with major differences in the degree to
which events were centered in CA3 versus CA1. However, the brief apical
sink-longer apical source sequence for the apical dendrites was
prominent in all slices exhibiting oscillations in the range.
Carbachol induces a 40 Hz rhythm in retrohippocampal cortex
The question of whether the rhythms elicited by carbachol are
regionally differentiated was addressed by close examination of those
slices in which the electrode array was positioned underneath a
significant portion of the retrohippocampal cortex field along with the
pyramidal cell fields of the hippocampus itself. Figure 11A shows a case in
which the broad array (450 µm spacing) had a row underneath the deep
layer of the entorhinal cortex. Carbachol-induced fast waves from the
indicated positions in field CA1 and entorhinal cortex are compared in
Figure 11B. As can be seen, the entorhinal oscillations have a higher frequency than do those from the
hippocampus. Fast Fourier transforms indicate that the dominant
frequency in the cortex is approximately twice that in field CA1.
Results for all recording sites are summarized in Figure
11C. Rhythmic activity with a peak near 20 Hz is found via
the apical dendrites of the hippocampal pyramidal cell fields, whereas
40 Hz activity is predominant at the entorhinal sites. It can also be
seen that the 40 Hz oscillations are centered in the deep layers of the
medial entorhinal cortex. Regions lying between the hippocampus and
medial entorhinal cortex have both peaks. Indeed, it appears that the
relative balance of 40 versus 20 Hz increases in an orderly manner
across the series of steps included in the retrohippocampal cortex.
Forty Hertz activity was recorded in the deep layers of the entorhinal
cortex in each of the 15 slices that had appropriately positioned
electrodes; it thus appears to be a characteristic response of this
region to cholinergic stimulation. This is not unexpected considering that carbachol was reported to induce 40 Hz oscillations in the medial
entorhinal cortex of isolated guinea pig brain (van der Linden et al.,
1999 ).

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Figure 11.
Two distinct carbachol-induced rhythms in the
hippocampus and cortex. A, Micrograph of a
corticohippocampal slice on a broad array. Two sites are
indicated in the apical dendrites of field CA1 (dashed
circle) and the deep layers of entorhinal cortex (solid
circle). B, Sample activity in response to the
infusion of carbachol (50 µM) from the selected
electrodes in entorhinal cortex and field CA1 (left) and
power spectra for recordings over 3 sec at these two sites
(right). Power values are given as × 10 11. Although field CA1
exhibits -like rhythm centered at ~20 Hz, carbachol elicits higher
frequency (35-40 Hz) activity in entorhinal cortex (top right
spectrum). C, Distribution of representative
activity in the slice. D, Distribution of low-pass
(0-100 Hz) filtered power spectra in the slice. Gray lines
indicate the position of the pyramidal and granule cell fields.
Calibration bars: B, left, 50 µV, 100 msec;
C, 0.1 mV, 500 msec; D, 2 ×10 11
V2.
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Transmitter systems involved in carbachol-induced waves
Carbachol-induced high-frequency rhythms were completely
eliminated by 20 µM atropine and greatly reduced by the
AMPA receptor antagonist CNQX (20 µM). In the presence of
bicuculline (10 µM), muscarinic stimulation produced
high-frequency spiking in the stratum pyramidale and in some instances
epileptiform discharges, but rhythmic activity was absent. Under these
conditions, carbachol initiated repetitive bursting behavior and
occasional seizures. The interval between the epileptiform bursts
sometimes approximated the period of the wave (data not shown). The
observed seizure activity resembles that reported by Williams and Kauer
(1997) .
Benzodiazepines markedly enhanced the amplitude of oscillations as
can be seen in Figure 12, compare
A (carbachol alone) and B (carbachol plus 3 µM diazepam). A Fourier transform indicates that the increased amplitude is not accompanied by a significant change
in the frequency of the waves. Figure 12C summarizes the frequency spectra for recording loci within the hippocampus. This shows
that diazepam (Fig. 12C, gray spectra) not only
caused a nearly threefold increase in power within the 20 Hz band over carbachol alone (Fig. 12C, black spectra) but
also gave rise to a second carbachol-triggered peak at ~40 Hz. Table
1 summarizes the results for eight
experiments in which carbachol-induced high-frequency rhythms were
present before the infusion of diazepam. The increase in power at peak
frequency was 321 ± 170% for CA3 and 217 ± 137% for CA1.
Within-slice effects of diazepam were correlated (r = 0.93), and the increase in CA3 was statistically greater than that in
CA1 (p < 0.05, paired t test, two
tails). The frequency of the oscillations after diazepam was correlated
across slices with that recorded under carbachol alone (CA3,
r = 0.85; CA1, r = 0.96).

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Figure 12.
Effect of benzodiazepines on carbachol-induced
waves. A, Rhythm activity induced by 20 µM carbachol. Largest responses arise in apical dendrites
of fields CA1 and CA3. B, Activity in the same slice
after infusion of 3 µM diazepam. Rhythmic activity is
greatly enhanced and spreads to regions that were relatively inactive.
C, Superposition of power spectra in the absence
(black) and presence (gray) of
diazepam. Power in the frequency is enhanced by as much as
threefold, without much shift in the frequency. In addition, a peak is
added at a higher (~40 Hz ) frequency by the addition of diazepam.
Gray lines indicate the position of the pyramidal and
granule cell fields. Calibration bars: A, B, 0.2 mV, 500 msec; C, 5 µV.
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Table 1.
Summary of eight experiments in which carbachol-induced
high-frequency rhythms were present in a hippocampal slice before
infusion of diazepam
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Orthodromic activation of pyramidal cells triggers -like
activity in the apical dendrites
How the GABAergic cells responsible for apical sources are
activated is clearly of importance for understanding the origins of oscillations. If pyramidal cell collaterals are involved, then
orthodromic stimulation sufficient to cause repetitive spiking should
result in the appearance of -like activity in the areas in which the
carbachol-elicited rhythms are found. Single-pulse stimulation of the
Schaffer-commissural fibers does not typically cause repetitive
spiking because (1) the potent feedforward dendritic inhibition in the
stratum radiatum shunts the excitatory current and (2) perisomatic
inhibition prevents repetitive discharges. Concentrations of
bicuculline that partially block the GABAa receptor pool were used to
reduce these inhibitory responses and thereby allow the pyramidal cells
to emit four to five spikes in response to orthodromic stimulation.
Figure 13B shows a typical
response that is composed of a string of population spikes followed by a positive-going wave. Fourier transforms showed that the frequency spectrum for the response had peaks at 15-20 and 100-200 Hz (Fig. 13C). As can be seen, the 15-20 Hz component was pronounced
in the distal apical dendrites and had a distribution similar to that
of carbachol-induced waves. Responses of the type described in
Figure 13 were sensitive to bicuculline concentrations and were blocked
by it at 20 µM. Current source density analyses
of the late evoked response showed a source that ran in the stratum
radiatum ~200-400 µm above the st. pyramidale from the stimulation
site near the hilus toward CA1; this was paralleled by a dense sink in
the cell bodies and basal dendrites (Fig. 13D).

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Figure 13.
Two-dimensional current source density analysis
of -like activity elicited by orthodromic activation of field CA3.
A, Position of the array (150 µm
interelectrode spacing) on a hippocampal slice, centered in field CA3.
B, Typical response to orthodromic stimulation of field
CA3. Stimulation was induced at the electrode indicated by a
solid color and was recorded at the
circled electrode in A. The
response exhibits a small burst of spikes followed by a positive-going
wave lasting ~30-40 msec. Arrows indicate the peak
sink (53 msec) and peak source (83 msec). C,
Distribution of power spectra in the slice. The largest responses are
in apical dendrites of CA1 and apical and proximal dendrites of CA3.
Frequency peaks occurred at 15-20 Hz and at 100-200 Hz; note that the
log scale used extends from 1 to 1000. D,
Two-dimensional instantaneous current source density analyses at two
time points (53 and 83 msec after stimulation, indicated in
B by arrows). At 53 msec, the evoked
current sink is at its peak and can be seen to occur predominantly in
the apical dendrites of CA3, with a corresponding source in the basal
dendrites. At 83 msec, the rebound source peaks; it can be seen also to
occur in the apical dendrites of CA3, with a corresponding sink in the
basal dendrites. stim, Stimulation. Calibration bars:
B, 0.2 mV, 50 msec; C, 5 × 10 7
V2.
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DISCUSSION |
Simultaneous recording from a large number of sites revealed that
cholinergic stimulation triggers range oscillations within both
pyramidal cell subfields of the hippocampus. The rhythms were phase
shifted across the pyramidal cell layers indicating that they were
locally generated by sinks and sources aligned along the long axis of
the pyramidal cells. Current source density analyses confirmed that
carbachol generated negatively correlated apical and basal currents.
These analyses also showed that the apical dendrites were on the
average a source for more proximally located sinks. The simplest
explanations for these relationships are that carbachol-induced
oscillations reflect (1) depolarizing currents in the basal dendrites
and regions proximal to the cell bodies or (2) hyperpolarizing currents
in the apical dendrites. Examination of how current source densities
varied across the period of an individual wave showed that
10-msec-long current sinks in the proximal apical dendrites were
followed (or preceded) by apical current sources lasting for ~20
msec. This is highly suggestive of an arrangement in which EPSPs
alternate with the more persistent IPSPs. Because the former are
associated with depolarization and spiking of pyramidal cells, then activity could arise from an oscillatory circuit in which tonically
excited pyramidal cells activate interneurons that produce dendritic
IPSPs that suppress further pyramidal cell firing. Dissipation of the IPSPs would then be followed by pyramidal cell discharges and a new
cycle. As discussed below, this argument regarding the origins of rhythms accords with known effects of cholinergic stimulation on
hippocampal cells.
It is well established that carbachol blocks IPSPs, most probably by
suppressing release (Behrends and Bruggencate, 1993 ). It also increases
the excitability of inhibitory interneurons, as evidenced by the
increased frequency of spontaneous IPSPs (Pitler and Alger, 1992 ;
Behrends and Bruggencate, 1993 ). These results point to the conclusion
that cholinergic stimulation facilitates some interneurons and
suppresses others. In accord with this, anatomical studies have
localized M-2 receptors to basket cell terminals in the stratum
pyramidale and to the dendrites of a distinctly different population of
GABAergic neurons in the stratum oriens/stratum radiatum (Levey et al.,
1995 ; Hajos et al., 1998 ). Double-labeling experiments established that
these latter neurons form dense terminal fields in the distal apical
dendrites of pyramidal neurons (Hajos et al., 1998 ). It can therefore
be expected that the two populations of muscarinic receptors just noted
will have the effect of suppressing GABA release from basket terminals
while increasing the excitability of a discrete subgroup of
interneurons that generate IPSPs in distal apical dendrites. This
latter event is an obvious substrate for the apical current sources
induced by carbachol in the present study. Although the apical sources observed here can only be localized to the resolution allowed by the
150 µm interelectrode spacing used, their location is consistent with
the apical interneuron projections described.
The dendrites of the apically directed interneurons are well situated
to receive collaterals from pyramidal neurons, and it is reasonable to
assume that the two collections of cells form a negative feedback
circuit. Cycling activity would require tonic excitation of the
pyramidal neurons. Cholinergic stimulation blocks potassium currents
(Nakajima et al., 1986 ; Madison et al., 1987 ; Benson et al., 1988 ) and
thereby causes slow depolarizations in hippocampal neurons (Benson et
al., 1988 ). These depolarizations should result in pyramidal cell
discharges as the apical inhibition initiated by the last round of
firing dissipates. Field CA3 is densely interconnected by excitatory
associational projections that, in the absence of inhibition, allow
active pyramidal neurons to recruit their neighbors. This leads to
synchronized EPSPs in the proximal dendritic regions innervated by the
associational system and the appearance of current sinks in those
regions. These events are the likely explanation for the ~10 msec
sinks that precede the apical sources during carbachol-induced activity. Taken together the results suggest that carbachol elicits rhythms by enhancing (1) pyramidal cell spiking via direct (blocking
potassium channels) and indirect (suppressing release from basket
terminals) routes and (2) the responsivity of interneurons that receive
pyramidal cell collaterals and project to the apical dendrites. Gradual dissipation of the IPSP would be accompanied by decreases in the extracellular current flow, the reappearance of pyramidal cell spiking,
and the onset of a new cycle.
A key requirement of the above model is that spiking of pyramidal cells
triggers a current source in the apical dendrites with temporal
characteristics appropriate for the wave. In accord with this,
orthodromic activation of a pyramidal cell population caused highly
damped waves in the distal dendrites. The experiments involved
adding a GABA receptor antagonist at concentrations that partially
block IPSPs to reduce the inhibition that normally prevents pyramidal
cell spiking. Under these conditions, responses with the polarity,
distribution, and duration expected from collateral activation of
apically directed GABAergic cells were obtained. Studies are now in
progress to determine whether, as predicted, the apical current source
is sensitive to cholinergic stimulation. The argument that
carbachol-induced is caused by the above-described feedback circuit
also requires that the rhythm be blocked by antagonists of either AMPA
or GABAa receptors. Both predictions were satisfied in the present study.
The above-described distribution of current sources responsible for oscillations is suggestive of the types of local processing associated
with the rhythm. GABA-mediated conductances in distal dendritic
branches will markedly attenuate postsynaptic responses of pyramidal
and granule cells to afferents from the entorhinal cortex while leaving
those generated by associational inputs relatively intact. Assuming
that the pertinent GABAergic cells have low thresholds, as do other
interneurons in the hippocampus, activation of a small proportion of
the pyramidal cell population would separate most of the population
from extrinsic input for tens of milliseconds. The net effect of (and possibly ) would, according to this argument, be to impose
temporal order on, or temporal requirements for, cortical activation of
the hippocampus. Whether associational communication continues while
the distal IPSP is imposed on the cell remains an open question.
Pyramidal cell spiking that initiates the IPSP also sends excitatory
input to other pyramidal cells along the extremely dense
commissural-associational and Schaffer-commissural systems. The
intrahippocampal projections also activate feedforward interneurons
that both truncate the EPSPs and shunt further excitatory input.
However, after having been activated, the feedforward interneurons enter a refractory period that reaches its maximum ~200 msec later (Mott and Lewis, 1991 ). Activation at the frequency (4-10 Hz) thus
allows converging associational projections to circumvent the
feedforward inhibitory system. Co-occurrence of and high-frequency rhythms could set up conditions such that the latter create brief windows during which intrinsic operations proceed in the absence of
external inputs. Measuring the responses elicited by stimulation of
associational fibers while the distal IPSP is present and the feedforward IPSP is refractory would provide some measure of the feasibility of this scenario.
Finally, it should be noted that although carbachol induced rhythmic
activity in the range in hippocampus, it triggered 40 Hz
oscillations in the deep layers of the entorhinal cortex. Although this
could be caused by damage of the connectivity between these structures
in the slice [both and coherence between entorhinal cortex and
hippocampus are relatively high in vivo (Charpak et al.,
1995 ; Chrobak and Buzsaki, 1998 )], the phenomenon was observed
in a number of instances, and initial measurement suggests that the
entorhinal and hippocampal observed were in-phase. The
distinction is not absolute in that 40 Hz activity was sometimes
recorded from the hippocampus and was described in a previous study
using carbachol (Fisahn et al., 1998 ). A recent experiment using
tetanic stimulation to trigger oscillations in hippocampal slices found
that transitions from the to the range were accompanied by
increases in the afterhyperpolarizing potentials (AHPs) that follow
pyramidal cell spikes (Traub et al., 1999 ). AHPs have durations
sufficient to account for the difference in the frequencies of the
cholinergically induced rhythms. It should also be noted that diazepam
sometimes caused a distinct 40 Hz component to be added to the
carbachol-elicited activity. Diazepam should serve to enhance whatever
degree of perisomatic inhibition remains after cholinergic suppression
of GABA release and thus decrease the number of spikes emitted by the
cells during the excitation phase of the rhythm. Reducing the number of
spikes could eliminate the AHP and allow the membrane potential to
return more quickly to firing threshold. It will be of interest in this regard to determine whether cholinergic agonists suppress evoked IPSPs
in the entorhinal cortex to the same degree that they do in the hippocampus.
 |
FOOTNOTES |
Received Feb. 16, 2000; revised Aug. 23, 2000; accepted Aug. 29, 2000.
This work was supported in part by Grants N00014-98-1-0825 and
N00014-98-1-0609 from the Defense Advanced Research Projects Agency and
the Office of Naval Research. We thank Cheryl Cotman for her assistance
with the current source density color maps and Laura Colgin for helpful discussions.
Correspondence should be addressed to Dr. Gary Lynch, Psychiatry
Department, University of California, Irvine, CA 92697. E-mail: glynch{at}uci.edu.
 |
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