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The Journal of Neuroscience, August 1, 1999, 19(15):6661-6672
Excitotoxic Septal Lesions Result in Spatial Memory Deficits and
Altered Flexibility of Hippocampal Single-Unit Representations
Stefan
Leutgeb and
Sheri J. Y.
Mizumori
Program in Neuroscience and Department of Psychology, University of
Utah, Salt Lake City, Utah 84112
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ABSTRACT |
The septal nuclei are reciprocally connected with the hippocampal
formation and contribute importantly to spatial and memory processing.
Using excitotoxic lesions of the septal area, we investigated whether
neurodegeneration in subcortical projections to hippocampus can
compromise flexible information processing by hippocampal single
units. In agreement with the mild effects of excitotoxic septal
lesions on hippocampal physiology compared with fimbria-fornix lesions
and septal inactivation, we observed limited lesion effects on
single-unit activity. The location specificity of hippocampal complex
spike cells remained unchanged, but a less reliable location-dependent discharge was observed in experimental animals with a pronounced postoperative working memory deficit. Testing in the absence of ambient
illumination and in a new environment revealed that the spatial
correlates of complex spike cells in lesioned animals may rely on a
more limited set of sensory cues. Altered sensory cues resulted in a
significantly different response pattern between the control and lesion
group in the new environment, a situation that normally results in
place field reorganization. Such a group difference was not observed
during dark testing, a condition in which place field reorganization is
less prominent. A contribution of hippocampal interneurons to the
observed alterations in the spatial properties of the principal cells
was suggested by decreased theta modulation in the lesioned group.
Because excitotoxic lesions result in memory deficits that resemble
age-related memory problems in the absence of age-related degenerative
processes, we suggest that septal neurodegeneration could directly
contribute to those behavioral changes with advanced age that correlate
with functional alterations in the hippocampal formation.
Key words:
medial and lateral septum; hippocampus; place cells; spatial working memory; aging; acetylcholine; GABA projection
neurons
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INTRODUCTION |
The septal nuclei are part of a
larger brain system that supports navigational and memory functions.
Disconnecting subcortical areas, including the septum, from hippocampus
by fimbria-fornix lesions or temporarily inactivating the medial septal
area results in an impairment of spatial memory tasks (Sutherland and
Rodriguez , 1989 ; Mizumori et al., 1990 ; Whishaw and Jarrard,
1995 ). These manipulations also effectively reduce hippocampal slow
wave activity in the 8-12 Hz band (theta activity) and alter the
spatial correlates of hippocampal cells. Control hippocampal complex
spike cells of rodents selectively discharge at restricted locations in
the environment (O'Keefe and Dostrovsky, 1971 ; O'Keefe, 1976 ) and continue to identify the same locations when tested repeatedly (Muller
et al., 1987 ; Thompson and Best, 1990 ). Fimbria-fornix lesions reduce
the percentage of hippocampal units with location-dependent discharge,
decrease hippocampal single-unit activity in consistent locations, and
decrease the control of distal landmarks over the location of complex
spike cell activity (Miller and Best, 1980 ; Shapiro et al., 1989 ).
Although permanent fornix lesions affect place fields of all
hippocampal subareas to a similar extent, temporary inactivation of the
medial septum and its fibers of passage results in disintegrated fields
in only the hilar/CA3 and not the CA1 subarea of hippocampus (Mizumori
et al., 1989 ).
Septal projections to hippocampus have been implicated in contributing
to memory problems of aged individuals (Markowska et al., 1995 ).
Excitotoxic lesions of the septum produce behavioral consequences that
resemble age-related learning problems but do not alter hippocampal
function as profoundly as fimbria-fornix lesions or septal inactivation
(Green and Arduini, 1954 ; Stewart and Vanderwolf, 1987 ; Hagan et al.,
1988 ; Mizumori et al., 1989 , 1990 ; Gallagher et al., 1993 ; Leung et
al., 1994 ). Theta activity and acetylcholine neurotransmission are
partially preserved after excitotoxic lesions, and the same pattern is
seen with advanced age (Stewart and Vanderwolf, 1987 ; Leung et al.,
1994 ; Markowska et al., 1995 ). Excitotoxic lesions of the septal area
may therefore be more directly relevant than fimbria-fornix lesions or
medial septal inactivation for understanding the relative contribution of the septal area and hippocampus to age-related memory impairments. Use of the lesion technique in young animals can reveal whether neurodegeneration in subcortical structures alters hippocampal single-unit activity in the absence of additional age-related changes
in the hippocampal formation.
We explored the hypothesis that the septal nuclei importantly regulate
plasticity of hippocampal place representations, a phenomenon known to
change with old age (Barnes et al., 1997 ; Tanila et al., 1997a ,b ), by
recording the spatial correlates of hippocampal complex spike cells and
interneurons in freely moving animals after septal lesions by
quinolinic acid. Because earlier studies have shown that fornix lesions
decrease the dependence of hippocampal fields on distal cues (Miller
and Best, 1980 ; Shapiro et al., 1989 ), we recorded hippocampal units in
the absence of ambient illumination to identify whether place fields of
animals with excitotoxic septal lesions are less dependent on well
learned visual landmarks or whether they fail to integrate multiple
sensory modalities. A subset of the units was also recorded in a second room to explore whether relying on limited sensory information could
result in a decreased likelihood of developing a distinct representation for an environment that shares geometric features with
the familiar environment.
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MATERIALS AND METHODS |
Subjects. Thirteen male Long-Evans rats were
obtained from a commercial source (Simonsen Laboratories, Gilroy, CA).
The animals were 7-12 months old at the start of the experimental
procedures. They were housed individually with free access to water.
Food was restricted to maintain the animals at a minimum of 80% of their ad libitum body weight. Training and recording
sessions were performed only during the light phase of a 12 hr
light/dark cycle.
Apparatus. An elevated eight-arm radial maze with a 19.5 cm
center platform and 58 cm × 5.5 cm arms was used for training and
recording. The proximal half of each arm was hinged and could be
lowered by remotely controlled motors to hinder access to the distal
part of the arm, or it could be raised to the level of the center
platform to provide access. The maze was placed in a quadratic
enclosure surrounded by black curtains with a set of four visual cues,
each 50 cm high and 80 cm wide, posted inside the curtains. A second
room, which resembled the familiar room, was used to test the animals
in a novel environment. The maze in the second room had the same
specifications as the one in the familiar room and was also placed in a
quadratic enclosure. Five visual cues that were entirely different from
those in the familiar room were placed inside the curtains; two were
positioned in the corners and three were hung on the walls.
Behavioral procedures. The animals were pretrained to
retrieve chocolate milk from the end of the maze arms. During
pretraining the animals were allowed to freely explore all eight maze
arms, and the arms were rebaited when the animal had consumed the food rewards. Training began on the day after an animal had entered each arm
of the maze at least once. During all subsequent training sessions, the
animals were first placed on the center platform, and a pseudorandom
sequence of four arms was then presented. One arm was initially raised
and access to the next arm in the sequence was provided when the animal
had entered the previous arm. Access to all arms was given after
the fourth arm in the sequence, and the trial was continued until the
remaining food rewards had been retrieved. Re-entries into previously
visited arms were counted as working memory errors. The next trial
started after the animal was confined to the center platform for 2 min,
and the session was continued for a maximum of 1 hr or eight trials.
Preoperative training continued until the animals had completed eight
trials within 1 hr for 7 consecutive days. The animals were retrained to the same criterion after surgery.
Surgery. The animals were deprived of food and water before
surgery and deeply anesthetized with pentobarbital (50 mg/kg, i.p.;
Nembutal, Abbott Laboratories, Chicago, IL). The level of anesthesia
was monitored continuously and additional doses (10 mg/kg, i.p.) were
given as needed. The skull was exposed by a skin incision, and small
drill holes were placed dorsal to the medial septal area and,
bilaterally, dorsal to hippocampus. The glutamate agonist quinolinate
(Sigma, St. Louis, MO) was dissolved in PBS (21 mg/ml) and injected
into the medial septum [anteroposterior (AP) +0.7, lateral (L)
±0.0, dorsoventral (DV) 4.5 below dura] with a 33 gauge
cannula connected to a Hamilton syringe. A volume of 0.5 µl of either
the drug or vehicle solution was infused, and the needle was left in
place for an additional 5 min to limit diffusion along the needle
tract. Recording electrodes were manufactured as stereotrodes by
twisting two 20 µm lacquer-coated tungsten wires (California Fine
Wire, Grover City, CA). The stereotrodes were then coated with
epoxylite, inserted into a 30 gauge stainless steel cannula, and cut
with a pair of sharp scissors protruding ~1.5 mm from the distal end
of the cannula. Two or three stereotrodes were mounted on a microdrive
and placed stereotaxically at AP 3.0 to 5.0, L ±2.0-2.5, and an
initial depth of 1.5 mm below the dural surface. A 114 µm stainless
steel reference electrode was lowered into the corpus callosum and
secured to the skull along with the microdrives by using dental cement
and stainless steel screws. One of the skull screws served as an
electrical ground. Bicillin (300,000 U, i.m.) was given as an
antibacterial prophylactic at the end of surgery, and the animals were
allowed free access to food and water for 1 week before again being
placed on a food-restricted schedule.
Recording procedures. The signal from each electrode was
preamplified by a headstage holding an array of unity gain FET
amplifiers. Incoming signals were then amplified 2,000-10,000 times by
a differential amplifier (Neurolynx, Tucson, AZ), band-pass-filtered
between 600 and 6000 Hz, and transmitted to an analog-to-digital (A/D) board in a pentium-based computer system. The data acquisition program
(Datawave Technologies, Longmont, CO) recorded a 1 msec sequence of
each signal that exceeded a preset threshold (sampling frequency:
26-32 kHz per channel). The headstage also held an infrared
light-emitting diode that was centered on the animal's head. The
infrared signal was recorded by a video camera mounted in the ceiling
of the recording room. A tracking system (Dragon Tracker) identified
the position of the animal with a spatial resolution of 256 × 256 (sampling frequency, 20 Hz). The x-y coordinates of the animal's position on the maze were time-stamped and stored along with the single-unit data.
After postsurgical retraining, the animals were screened daily for
single units while they were confined to the center platform of the
eight-arm radial maze. All recording channels were checked for single
units by using an audio monitor and an oscilloscope. The microdrives
were advanced gradually until single units were identified or for a
maximum of 90 µm/d. Spike discharges of individual units were
separated by using an on-line spike separation software (Datawave
Technologies) that generates scatterplots of spike waveform parameters
(e.g., amplitude, width) recorded on each of the two stereotrode wires.
Discharges of single units were identified with a window discriminator
by first outlining the cluster of spike discharges on the scatterplot
showing the relative peak amplitudes and then refining the boundaries
in additional projections. The data were replayed off-line, and
clusters were reexamined by using amplitude, spike width, phase angle,
and waveform templates as parameters to separate single units.
Behavioral testing. Daily recording sessions for each set of
single units continued until visual inspection revealed that the
cluster boundaries were different from the previous day or for a
maximum of three phases of behavioral testing. (1) Each unit was
initially recorded for eight baseline trials or, alternatively, in a
sequence of 15 trials that included five trials in the standard baseline condition (light), five trials without ambient illumination (dark), and an additional five trials with the maze lights on (lights
restored). (2) Testing on subsequent days included a session that began
in darkness for five trials and continued in light for five trials. (3)
After testing the units in the familiar recording room, a sequence of
six daily recording sessions commenced that included testing in a novel
environment. Testing in the second recording room started with two
baseline sessions of eight trials, each of which lasted at least 30 min, and continued with recording sessions in the familiar and novel
testing environment on alternate days to compare complex spike cell
activity in each of the testing environments. Single-unit activity in
the novel environment was tested only once for each animal. Data are
reported only for animals with a complete sequence of recordings. The
electrodes were advanced on the day when the spike amplitudes had
become unstable or after the recording sequence was completed. A new
sequence of behavioral testing commenced when a different set of single
units was encountered. When units could not be identified on any of the
recording electrodes, the animals were given eight baseline sessions of
spatial memory training at least every second day. Behavioral testing
without recording single units assured that asymptote performance was maintained in control and lesioned animals.
Data analysis. Hippocampal complex spike cells and
interneurons were identified on the basis of discharge rates and
waveform characteristics (Ranck, 1973 ; Shen et al., 1997 ). Examination of the peak-to-valley (negative to positive) duration of the waveforms revealed a bimodal frequency distribution with a minimum at 250 µsec.
Spikes with a duration of >250 µsec and average rates of <5 Hz were
classified as complex spike cells, and the validity of the criteria was
confirmed by inspecting the autocorrelation histograms. Conversely,
cells with a duration of <250 µsec and mean rates of >5 Hz were
identified as interneurons, and interneurons were further subdivided
into rhythmic and nonrhythmic units based on visual inspection of the
autocorrelation histograms. A small fraction of the total number of
hippocampal units did not fit either criteria and was not further analyzed.
Recording sessions were analyzed by dividing the session into trials
and by eliminating data that were recorded during intertrial intervals.
Place fields of hippocampal complex spike cells and location-dependent
discharges of hippocampal interneurons were quantified by dividing the
maze into 16 segments based on location (one of eight maze arms) and
direction of movement (outbound or inbound). The rate was calculated by
counting the number of spike discharges for each bin, then dividing the
count by occupancy time. A specificity score was calculated
by dividing the highest rate by the average rate of the 15 remaining
bins, and a reliability score was calculated as the
proportion of trials (in percent) when the maximum trial rate occurred
in the same bin as the overall maximum rate. Place fields were also
quantified by binning the data into a 64 by 64 grid with each pixel
corresponding to a quadratic 2.4 × 2.4 cm field on the maze. Rate
maps were calculated by counting the number of spikes at each location
and dividing the spike count by occupancy time. The rate maps were used
to calculate the information content and covariance indices, which are
designed to convey a similar meaning as specificity and reliability,
respectively, but without assuming that the fields best correspond to
16 predefined bins. The spatial information content score
was calculated as described previously (Skaggs et al., 1993 , Jung et
al., 1994 ; Markus et al., 1995 ). The scores of the present study (see
below) were consistently higher than reported previously (Markus et
al., 1994 , 1995 ). The difference may result from methodological rather than actual discrepancies. Preprocessing of the rate maps (Markus et
al., 1995 ) or differences in the total number of bins (Markus et al.,
1994 ) are likely sources for the differing numerical values. The
information content score should be interpreted as indicating field
size in log2 units rather than reflecting information
theoretical measurements. Theoretical accounts of hippocampal functions
have suggested that larger field sizes may be computationally more efficient (Samsonovich and McNaughton, 1997 ). The maze area in the
current recording setup corresponded to approximately 1000 (or
210) pixels, and the theoretical upper limit for the
information content score is 10 for a unit that is only active in
exactly one bin of the maze.
The covariance index was calculated by generating rate maps
for each trial independently and then entering the rate in identical locations as repeated observations into the statistical calculation of
the covariance (Hays, 1994 ). If the elements of the vector Xi correspond to the mean rate in each location
and E(Xi) to the arithmetic mean of trial
i, the covariance for n trials is defined as
cov(X1, X2,
... , Xn) = E(X1X2 ... Xn) E(X1)E(X2)
... E(Xn). By definition, a sequence
of maps that is independent results in a zero covariance. Covariance
scores greater than zero do not have a statistically defined meaning,
but may be used descriptively for a unit's tendency to repeatedly
discharge in the same location on the maze during a series of trials.
Examination of the frequency distribution of the covariance scores of
complex spike cells showed that a subset of the scores clustered around
zero and that the remaining scores were widely distributed in the
positive range. An arctan transform was applied to normalize the
distribution, and a correspondence between the reliability and
normalized covariance scores was confirmed by a significant correlation
between the variables (r = 0.38, p < 0.001). Correlation analysis also revealed that specificity correlated
with information content (r = 0.31, p < 0.01) and that information content and the covariance index were
related to the average rate of complex spike cells (r = 0.64, p < 0.001 and r = 0.40, p < 0.001, respectively). To ensure that comparisons of place field properties were not confounded by firing rate, group
differences in information content and covariance index were subjected
to analysis of covariance with the average discharge rate as a
covariate. Fields in novel and familiar environments were compared by
first visually inspecting whether location-dependent activity was
observed in each of the two environments. The fields were classified as
"unique" if only present in one of the two rooms. If fields were
identified in both environments, they were further analyzed by rotating
the rate maps in 90° steps to examine whether they overlapped with
respect to the quadratic geometry of the recording room. If overlapping
in one of the four positions, the fields were categorized as
"retained" or, alternatively, if no overlap could be seen, as
"shifted."
Statistical analysis. (1) Correlation coefficients were
calculated to compare behavioral performance with lesion size. The average number of working memory errors for all trials during the
7 d of postoperative retraining was used as the index for behavioral performance. Lesion size was determined as described below.
(2) Correlation coefficients were also calculated for each recording
session comparing the number of working memory errors with the average
place field parameters of the session (rate, specificity, information
content, reliability, covariance index). (3) Independent t
tests were used for comparing continuous variables between the control
and lesioned group. (4) Place field parameters of individual units were
analyzed using regression analysis. The behavioral performance index
and lesion size of each animal were entered as independent variables,
and place field parameters were entered as dependent variables. The
variability between units of each animal contributed to the error
variance. Because regression analysis required that individual units of
each animal be considered for statistical analysis, additional
statistical tests of place field parameters were also performed for
individual units rather than individual animals. Table
1 shows that four of six control and four
of five lesioned animals contributed at least 10 units to the total
number of observations, assuring that the results are not attributable
to the contribution of a limited number of individuals. (5) The
proportion of theta-modulated interneurons, the proportion of units
with place fields, and the response pattern of the fields in novel and
familiar environments were compared using 2 tests. (6)
The dark effects on place fields were tested by using ANOVA with lesion
group and testing condition as independent variables.
Histology. At the end of the experiments the animals were
given an overdose of pentobarbital and perfused intracardially with saline followed by a 10% formalin solution. The brains were immersed in a 30% sucrose/formalin solution for at least 24 hr. Sections (40 µm) were taken and stained with cresyl violet. The histological sections were used to identify the electrode tracts and to quantify the
septal lesions. Septal lesions were analyzed using NIH Image by
measuring the volume of the septal area from the level of the island of
Calleja to the level of the decussation of the anterior commissure
(Stewart and Vanderwolf, 1987 ; Leung et al., 1994 ). The measured septal
area was delimited dorsally by the corpus callosum, laterally by the
ventricles, and ventrally by a horizontal line between the ventralmost
extent of the ventricles. The striatal area laterally adjacent to the
septum was measured in identical sections, and septal volume was
expressed as percentage of striatal volume to correct for variability
in individual brain size as well as tissue shrinkage during
histological processing.
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RESULTS |
Behavioral performance and histology
Behavioral performance on the radial arm maze was not different
preoperatively (Fig.
1A) (df = 11, t = 0.35, NS), but the number of working memory
errors selectively increased in lesioned compared with control animals
during postsurgical retraining (Fig. 1B) (df = 11, t = 3.87, p < 0.01). Control
animals continued to improve, but working memory errors transiently
increased (Fig. 1B,C) and then decreased in the
lesion group (Fig. 1D) (df = 9, t = 1.63, NS). The pronounced initial spatial working
memory impairment is characteristic for hippocampal lesions,
fimbria-fornix lesions, electrolytic septal lesions, and septal
inactivation (Winson, 1978 ; Mizumori et al., 1989 ; M'Harzi and
Jarrard, 1992 ; Whishaw and Jarrard, 1995 ).

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Figure 1.
Behavioral effects of excitotoxic septal lesions.
A, Preoperative memory performance was not different
among animals that were assigned to the control and lesion group as
indicated by the average number of working memory errors per trial
(±SEM) during the initial 7 d of training. B, The
average number of working memory errors per trial (±SEM) during 7 d of postoperative retraining was higher in lesioned than in control
animals. C, The average number of working memory errors
per trial (±SEM) for each day of preoperative and postoperative
training is shown. Initial preoperative acquisition of the working
memory task was similar for control and lesioned animals. Lesioned
animals showed a transient increase in working memory errors during
postoperative retraining. D, Lesioned and control
animals reached similar levels of asymptote performance during the
recording sessions. The lesioned animals showed a small but
insignificant increase in errors compared with controls. The
performance during all recording sessions was averaged for each animal,
and an independent t test was used for the statistical
comparison. Control (CONTROL) subjects received a
vehicle injection; lesioned (MSX) subjects
received a quinolinic acid injection in the medial septal
nucleus.
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The volume of the septal area appeared reduced in lesioned animals
(Fig. 2A) compared with
control animals (Fig. 2B), and statistical analysis
confirmed the decreased septal volume after excitotoxic amino acid
injections (Fig. 2C) (df = 11, t = 4.81, p < 0.001). Septal volume correlated with the
average number of postoperative working memory errors in the
experimental group (Fig. 2D) (n = 6, r = 0.821, p < 0.05), but was
unrelated to postsurgical behavioral performance in control animals
(Fig. 2D) (n = 7, r = 0.432, NS).

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Figure 2.
Neurodegeneration in the septal nuclei
after excitotoxic lesions. Septal volume was quantified as described in
Stewart and Vanderwolf (1987) by measuring the area between the corpus
callosum, the lateral ventricles, and a horizontal line between the
ventralmost extent of the ventricles. A,
B, Coronal sections at the level of the septal area (0.5 mm anterior to bregma) in a lesioned and control animal.
Neurodegeneration after excitotoxic lesions resulted in a
bottleneck-shaped appearance of the septal nuclei, which was more
pronounced for cases with more severe damage. C, The
average volume ratio (±SEM) was significantly smaller in lesioned
compared with control animals. Septal volume is represented as the
ratio of septal compared with striatal volume. D, The
volume ratio correlated with the mean working memory errors per trial
in the lesioned group but not in the control group. ac,
Anterior commissure; cc, corpus callosum;
V, lateral ventricle.
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Hippocampal physiology: consequences of septal lesions
Hippocampal complex spike cells (n = 147) and
interneurons (n = 46) were recorded from six control
and five lesioned animals. Recordings were not obtained from one
control and one lesioned animal for which complete behavioral and
histological data were available. The apparent overrepresentation of
interneurons compared with anatomically identified populations
presumably resulted from advancing the electrodes through hippocampal
layers outside of the stratum pyramidale and the presence of numerous
nonspiking pyramidal cells in the stratum pyramidale (Thompson and
Best, 1989 ). Matching the recordings of complex spike cells to
histologically identified electrode tracts revealed that 104 units were
recorded from CA1, and 43 from CA3 (Table
2). In control animals, 7 complex spike
cells were recorded in baseline sessions (n = 2), and
64 cells were recorded in sessions (n = 18) of 15 trials, which included testing in darkness. In lesioned animals, 28 complex spike cells were recorded in baseline sessions
(n = 8), and 48 cells were recorded in sessions
(n = 23) of 15 trials.
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Table 2.
Hippocampal single units were classified according to their
location along the electrode tract and physiological criteria
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Complex spike cells
For analyzing the entire population of complex spike cells
recorded in control and lesioned animals, data from the initial five
trials in light were combined with data from sessions with baseline
trials only. Two-way analysis of covariance with rate as a covariate
did not reveal significant interactions between recording site and
lesion group for any of the field parameters. Therefore data from CA1
and CA3 were combined for statistical comparisons. Spike amplitudes of
complex spike cells recorded from control and lesioned animals were not
different (control 155.3 ± 5.9 µV, lesioned 150.6 ± 6.5 µV; df = 144, t = 0.53, NS), and quantitative
comparisons of scores for field parameters did not reveal significant
differences for specificity (log transform) (Fig.
3A) (df = 142, t = 0.44, NS), information content (Fig. 3B) (df = 144, t = 1.39, NS), and
reliability (Fig. 3C) (df = 144, t = 0.67, NS). The covariance index was significantly decreased in lesioned
compared with control animals (Fig. 3D) (df = 141, t = 2.73, p < 0.01), suggesting that
spatial correlates of hippocampal complex spike cells were not
consistently maintained when septal function was compromised. The
effect was controlled for rate by confirming that the average firing
rates for cells of control animals were not different from those of
lesioned animals (0.72 ± 0.09 Hz vs 0.61 ± 0.11 Hz; df = 146, t = 0.77, NS) and by testing the effect of the
septal lesion by using analysis of covariance with rate as a covariate.
Analysis of covariance revealed a significant group effect
(F(1,141) = 4.87, p < 0.05) in addition to confirming the correlation between covariance
index and rate (F(1,141) = 22.73, p < 0.001). The significant difference in the
covariance index in the absence of a difference in reliability may
reflect the lower sensitivity of the latter measurement. The
reliability score only indicates changes to a different arm, whereas
the covariance index is also sensitive to variations within maze arms.
In addition, the reliability score only measures consistent
location-dependent activity when the units have a well defined place
field, which is not the case for a subset of the complex spike cells
(see below).

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Figure 3.
Location-dependent discharge of complex spike
cells. Location specificity was unaffected in the lesioned group as
indicated by the specificity score (A) and
information content (B). The reliability score of
complex spike cells (C) was not different between
control and lesioned animals, but the covariance index
(D), which is a more sensitive measurement for
reliable location-dependent discharge (see Materials and Methods),
revealed an increase in the between-trial variability for complex spike
cells recorded from lesioned compared with control animals.
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Proportion of units with place fields
When selecting for place fields by using similar criteria as in a
previous study (Mizumori et al., 1992b ), i.e., by using a specificity
score of 2.0 and a reliability score of 37.5%, 70.4% of the units
of control animals were found to have spatial correlates in control
animals, whereas only 52.6% of the complex spike cells fulfilled
the criteria for spatial correlates in lesioned animals
(df = 1, 2 = 4.89, p < 0.05).
The same trend was independently observed for control/lesion units in
CA1 (69.4%/57.1%) and CA3 (77.8%/47.1%) but did not reach
significance in either area separately, probably because of the smaller
number of observations for each case.
Correlation analysis
When induced by neurotoxic agents, neuronal cell death in the
septal area continues for several days (Stewart and Vanderwolf, 1987 ),
and the initial loss of cell populations may result in additional
structural changes attributable to compensatory processes (Cotman and
Nieto-Sampredo, 1982 ). It has been shown, however, that the
decrease in theta power after excitotoxic lesions is stable as early as
3 d after the lesion (Leung et al., 1994 ), and postsurgical
retraining in the present study did not begin until >10 d after the
neurotoxin injection. There were no correlations between the working
memory errors during a recording session and any of the measurements of
location-dependent properties of the complex spike cells (df = 51;
all p values > 0.4). Attempts were made to correlate
the behavioral performance during the acquisition phase of the spatial
memory task with the data on place fields. Although the fields were not
recorded along with the impaired behavioral performance, the initial
performance during acquisition may measure the functional status of the
septohippocampal system. In addition, lesion size was correlated with
the memory performance during postsurgical acquisition of the memory
task (see above).
Regression analysis revealed that both behavioral performance and
septal volume were related to the covariance index (Fig. 4) (F(1,142) = 17.97, p < 0.001;
F(1,142) = 6.78, p < 0.05, respectively), but no relation to either reliability
(F(1,145) = 0.17, NS;
F(1,145) = 0.004, NS) or average rate
(F(1,146) = 2.39, NS;
F(1,146) = 0.76, NS) was found. The
correlation between behavioral performance, septal volume, and
covariance index suggests that the septal neurons, which degenerate
after the lesion, contribute to consistent location-dependent discharge
of complex spike cells in normal animals as well as the acquisition of
the spatial working memory task.

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Figure 4.
Less reliable location-dependent
activity of hippocampal complex spike cells correlated with the working
memory deficit during postoperative retraining. A, The
average covariance index (±SEM) for complex spike cells that were
recorded from individual subjects is shown. B,
Stereotrode waveforms and rate maps for a complex spike cell recorded
from a lesioned animal. The traces in the
top and bottom box represent the
waveforms of individual action potentials on each of the two
stereotrode wires. Rate maps for two of five individual trials are
shown. The size of the circle corresponds to the rate in each location
of a 64 by 64 grid, and vectors represent the direction of movement
during single-unit activity. Lower covariance indices resulted from
inconsistent location-dependent activity during a sequence of trials.
C, Waveforms and rate maps for a complex spike cell
recorded from a control animal. Consistent location-dependent activity
during individual trials resulted in higher covariance scores.
Calibration bars: B, 50 µV, 250 µsec;
C, 100 µV, 250 µsec.
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Dark effects
The contribution of visual cues to the activity of
hippocampal units was tested by including dark trials in the recording sessions. The number of fields observed in only one of the conditions (light or dark) was similar for control and lesioned animals (42.2 and
41.7%, respectively). In addition, changes of the fields between conditions were analyzed. In control animals, 43.8% of the complex spike cells had fields in both conditions, and one-third of these (10/28) had fields in identical locations. In lesioned animals, 29.2%
of the cells had fields in both conditions, and 3 of 11 fields were in
identical locations. When the pattern of organization (identical,
different, or unique to one condition) was compared between conditions,
significant differences in response to altered lighting conditions were
not seen (Table 3).
Due to the smaller number of dark fields relative to light fields in
the control group (Table 3), the proportion of fields that were
observed in the absence of visual cues was not different from lesioned
animals (58.5 and 47.9%, respectively, NS). More place fields were
seen in controls compared with lesioned animals during the baseline
light condition (see above) and when the lighting was restored (80.3 and 53.1%, respectively; df = 1, 2 = 9.70, p < 0.01). Changes in the place fields in darkness
were also partially reflected in the quantitative measurements of the fields properties (Fig. 5). Specificity,
reliability, and covariance index changed with the illumination
(F(2,106) = 18.47, p < 0.001; F(2,109) = 7.48, p < 0.01; F(2,108) = 3.80, p < 0.05, respectively), but rate and information content remained
unaffected (F(1,111) = 0.16, NS,
F(1,109) = 0.00, NS, respectively). In
addition, a significant effect of the septal lesion on both reliability
and covariance index was revealed (F(1,109) = 4.23, p < 0.05; F(1,108) = 5.10, p < 0.05, respectively). Interactions were not
observed for any of the measurements (all p values > 0.1). Beginning the recording session in darkness resulted in effects
(data not shown) that resembled those that were seen when dark trials
were introduced after the light trials, indicating that the initial
absence of visual cues does not further disrupt the fields of control
and lesioned subjects in the familiar environment.

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Figure 5.
Location-dependent activity of complex
spike cells during sessions that included baseline trials
(LIGHT), trials in darkness
(DARK), and trials with the lights restored
(RESTORED). An effect of the septal lesion was
not seen for specificity (A) and information content
(B), but the overall reliability
(C) and covariance index
(D) were significantly higher for the control
compared with the lesion group. A dark effect was observed for
specificity, reliability, and covariance, but not for the information
content. Interactions were not observed for any of the place field
parameters.
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Novel environment effects
Experience with novel environments results in a reorganization of
the hippocampal representations for space (O'Keefe and Conway, 1978 ;
Kubie and Ranck, 1983 ; Muller and Kubie, 1987 ; Thompson and Best, 1989 ;
Wilson and McNaughton, 1993 ). A subpopulation of complex spike cells
changes immediately in response to novel visual cues and a different
subset of cells develops fields over a time course of at least several
minute. Stable recordings throughout the test period were obtained from
two control and three lesioned animals. Testing of place fields in the
control animals (n = 8 cells) indicated that the
majority of fields in the control group was different across
environments (n = 7/8); that is, cells continued to
show fields in the novel environment, but the spatial distribution of
the fields differed (Fig.
6A). In contrast, the
pattern of responses by place cells from lesioned animals
(n = 9 cells) was comparatively limited. The fields of
only two of the nine complex spike cells were redistributed, whereas
the remaining place fields tended to either be identical across
environments (n = 3/9) (Fig. 6B) or
present in one or the other environment (n = 4/9).
Identical place fields in the two environments were seen in lesioned
animals despite the overall inconsistency in location-dependent
activity in the familiar environment (see above). A 2
test indicated that the reorganization between environments is different for the control and lesion group (Table
4) (df = 2, 2 = 7.75, p < 0.05).

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Figure 6.
Reorganization of spatial
representations in a novel environment. A, Waveforms and
rate maps for a complex spike cell recorded from a control animal are
shown for the familiar and novel environment. Rate maps are oriented
with the north arm toward the top of the figure. The
subfield on the northeast arm was highly directional and, although in
the same relative location in each of the recording environments,
showed activity during inbound movement in the familiar room and
activity during outbound movement in the novel room. Testing in a
different environment resulted in place fields with a different spatial
distribution in the majority of complex spike cells
(n = 7/8) of control animals. B,
Waveforms and rate maps for a complex spike cell recorded from a
lesioned animal in the familiar and novel environment. The example
illustrates the response of a subset of complex spike cells
(n = 3/9) that showed similar fields in both
environments. Others (n = 4/9) were present in
either one or the other environment, and only two of nine units of
lesioned animals showed the redistribution that was the typical
response for the units of control animals. Calibration bars:
B, 80 µV, 250 µsec; C, 100 µV, 250 µsec.
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Interneurons
Average spike amplitudes and rates of interneurons in the control
and lesioned group were not different (spike amplitudes: control
99.3 ± 7.2 µV, lesioned 134.6 ± 13.8 µV, df = 43, t = 1.97, NS; rates: df = 43, t = 0.68, NS) (Fig. 7A).
Autocorrelation histograms revealed that 94.7% (18/19) of the
interneurons in the control group showed peaks in the theta range, and
only 51.9% (14/27) of the units in the lesioned group showed evidence
of rhythmicity (Fig. 7B, inset, C,D)
(df = 1, 2 = 9.69, p < 0.01).
Comparing the peaks of the autocorrelation histograms of
theta-modulated units did not reveal a difference in the preferred
discharge frequency (Fig. 7B) (df = 30, t = 1.53, NS). The decreased probability of rhythmic
activity without changes in theta frequency are consistent with EEG
data, which have shown that theta amplitude, not frequency, is
predominantly affected after excitotoxic septal lesions (Bland and
Bland, 1986 ; Leung et al., 1994 ).

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Figure 7.
Lesion effects on hippocampal interneurons.
A, The mean discharge rate in Hz (±SEM) for
interneurons of lesioned animals was not different from that of
controls. B, The theta frequency of individual
interneurons was estimated by measuring the mode of the peak in the
50-200 msec range in the autocorrelation histogram. The inverse of the
mode was considered the predominant theta frequency of the interneuron.
The mode was calculated from the subpopulation of interneurons that
showed theta modulation, which was different for the control and
lesioned group (as shown in the inset).
C, Autocorrelation histogram (in arbitrary units) of a
theta-modulated interneuron that was recorded in a control animal.
D, Autocorrelation histogram of an interneuron recorded
in a lesioned animal. Theta modulation was absent in 48.1% of the
interneurons that were recorded along electrode tracts that also
yielded recordings from complex spike cells.
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 |
DISCUSSION |
Behavioral deficiency during the acquisition phase of a spatial
memory task correlated with reduced septal volume after excitotoxic lesions. The increased number of working memory errors as well as the
decreased septal volume were related to less reliable
location-dependent activity of hippocampal complex spike cells,
although location specificity was unchanged. A smaller proportion of
complex spike cells with place fields was observed in lesioned compared
with control animals, and testing of the spatial correlates of place cells in the absence of ambient illumination showed that the number of
fields decreased in control but not lesioned animals. Conversely, a
trend for a lesser degree of visual context dependence for the complex
spike cells of lesioned animals was seen during testing in a new
environment. A contribution of the interneuron population to the
functional changes in hippocampal physiology is suggested by a
significantly lower proportion of theta-modulated interneurons in
lesioned compared with control animals.
Septal lesion effects on behavioral performance and
hippocampal physiology
Spatial working memory deficits are consistently seen after
nonspecific septal lesions (Winson, 1978 ; Hepler et al., 1985 ; Hagan et al., 1988 ) and to a lesser extent after selective cholinergic lesions of medial septal projection neurons (Shen et al., 1996 ; Walsh
et al., 1996 ; McMahan et al., 1997 ). Consistent with this trend,
in the present study lesion size correlated with the memory deficit
during reacquisition of the spatial memory task. These data suggest
that increased septal neurodegeneration results in the expression of
more severe working memory impairments. In addition, less proficient
behavioral performance during the reacquisition phase of a spatial task
correlated with a decreased consistency in location-dependent
single-unit activity. The single units were recorded, however, after
the spatial working memory impairment was measured, at the time when
the behavioral performance of lesioned animals was similar to controls.
Comparable performance during the recording sessions assured that our
results were not confounded by different behavioral patterns. Because
the memory impairments that were initially observed were sufficiently
compensated for, the pattern of hippocampal single-unit activity may be
a consequence of reacquiring the task by using different strategies
than those used by control animals, which could then result in
altered hippocampal information processing. The prominent direct
anatomical connections between septum and hippocampus would suggest,
however, that hippocampal function is impaired as a direct result of
the septal lesion and that brain structures that are less affected by
the septal lesion can accommodate the apparent behavioral compensation.
The lesion effects on hippocampal single-unit activity in the present
study were relatively moderate compared with those that were described
after fimbria-fornix transsections and septal inactivation. In contrast
to fimbria-fornix lesions and septal inactivation, theta activity is
present after excitotoxic lesions of the septal nuclei (Stewart and
Vanderwolf, 1987 ; Leung et al., 1994 ), and cholinergic
neurotransmission is partially preserved (Hepler et al., 1985 ;
Hagan et al., 1988 ; Brandner and Schenk, 1998 ). Projections from
hypothalamic nuclei contribute to synchronized population activity in
the hippocampal formation (Vertes and Kocsis, 1997 ) and, along with the
remaining cholinergic projections from the medial septum, may result in
partially preserved population activity. The average discharge rate of
complex spike cells was not altered in animals with excitotoxic lesions
but either increased or decreased after fimbria-fornix lesions (Miller
and Best, 1980 ; Shapiro et al., 1989 ). Miller and Best (1980) also
reported a decreased signal-to-noise ratio of place field activity. The
specificity and information content measurements used here would be
sensitive to these changes, but lower scores were not observed after
the excitotoxic lesion. Consistent findings for both types of lesion
studies include decreased reliability scores for place fields of
animals with fimbria-fornix (Shapiro et al., 1989 ) and
excitotoxic lesions. In addition, when criteria about reliability and
specificity of place fields are combined, a decreased proportion of
complex spike cells with place fields was reported for the
fornix-transsected animals (Miller and Best, 1980 ), a result that is
also seen with the excitotoxic lesion in the present study. An entirely
different pattern of responses than with permanent lesions is observed
when place fields are tested while the medial septal nucleus is
transiently inactivated. Temporary inactivation of the medial
septal area results in a decreased discharge rate of complex spike
cells in the CA3/hilar area and the absence of place fields in this
subregions of hippocampus. CA1 fields are unaffected by the same
manipulation, indicating that their pattern of activity can be
reestablished when the contribution from CA3 neurons is diminished
(Mizumori et al., 1989 ). The differences in hippocampal physiology
after permanent and temporary deficits in septal functions could be a
consequence of compensatory changes in the relative strength of
intrahippocampal inhibitory and excitatory connections.
Relative contribution of the septal area and hippocampus to
spatial learning
The combined behavioral and physiological data suggest that
functional deficits in hippocampus result in memory deficits or, alternatively, that hippocampal physiology is inconsequential for
behavioral performance and a mere indicator of septal dysfunction. The
behavioral deficit may result, for example, from a direct septal
contribution to working memory using projections from the lateral
nuclei to subcortical areas. In the absence of substantial evidence for
a role of descending septal projections in spatial memory performance,
we argue that the effects of lesions on behavior are likely mediated by
direct septal contributions to hippocampal function or medial septal
projections to cortical areas (e.g., entorhinal cortex) that are
connected to hippocampus. The lateral septal nuclei could indirectly
modulate hippocampal function by either sparse direct or more prominent
indirect projections to the medial septum (Jakab and Leranth, 1995 ;
Risold and Swanson, 1997 ).
The medial septal nuclei have been implicated in working memory
processes rather than in contributing directly to the spatial representation of the environment (Givens and Olton, 1990 ;
Givens, 1996 ). Recent studies have also found location and directional correlates in the lateral and medial septal nuclei (Ono et al., 1997 ;
King et al., 1998 ). Single units in the septum could thus provide
information to hippocampus that may regulate when and where increased
flexibility is required. We hypothesize that septal lesions result in a
suppression of transient increases in the flexibility of hippocampal
representations, which may be necessary to establish context dependency
as well as to support working memory.
Reorganization in response to altered sensory cues
Changing the lighting condition does not result in new and
independent hippocampal place representations in normal rats, i.e., the
representations for the light and dark conditions partially overlap.
Differences between the control and lesion group therefore should not
be readily observed with such relatively minor changes in environmental
conditions. Testing without ambient illumination revealed a similar
response pattern of control and lesioned animals. Conversely, testing
place fields in new environments normally results in a complete
reorganization of the hippocampal representation in controls, and the
fields of lesioned animals did not reorganize as readily to the altered
context. The latter result was recently confirmed in a preliminary
report showing that place fields are less likely to be reorganized in
novel contexts after selective septal cholinergic lesions (Ikonen et
al., 1998 ).
Fimbria-fornix lesions also modify place field responses to changes in
the sensory environment. Disrupting the constellation of visual and
intramaze cues resulted in disintegrated fields or fields that were
controlled only by intramaze cues (Miller and Best, 1980 ; Shapiro et
al., 1989 ). Although the earlier results can be interpreted as an
increased dependence of the place fields of lesioned animals on local
cues, the present transfer tests to a novel environment would not be
consistent with this interpretation. Assuming similar contributions to
hippocampal dysfunction with different lesion techniques, the combined
findings could be interpreted as a deficit in appropriately integrating
information from different sensory modalities during periods of new
learning. A specific contribution of medial septal cholinergic neurons
to the flexible use of hippocampal spatial representations is suggested
by the finding that acetylcholine projections are more important for working than reference memory (Torres et al., 1994 ; Baxter and Gallagher, 1996 ; Walsh et al., 1996 ; Shen et al., 1996 ) and that acetylcholine release prevents already learned information from interfering with new learning (Hasselmo and Bower, 1993 ).
Relation of the excitotoxic lesion model to aging studies
Functional changes in the aged hippocampus could primarily be a
result of either degenerative processes within the hippocampal formation or compromised basal forebrain projections to hippocampus. Age-related degenerative processes in the septum involve cholinergic and noncholinergic cell populations (de Bilbao et al., 1991 ; Miettinen et al., 1993 ; Krzywkowski et al., 1995 ), which may contribute to, or be
more consequential in the presence of, structural and physiological
changes in principal neuron and interneuron populations of the aged
hippocampus (Barnes, 1979 ; de Toledo-Morrell and Morrell, 1985 ;
Mizumori et al., 1992a ; Shen and Barnes, 1996 ; Shetty and Turner,
1998 ). A hippocampal contribution to the spatial learning compromise
with advanced age does not result from the loss of pyramidal cells
(Rapp and Gallagher, 1996 ). Rather age-related changes in neural
plasticity of existing connections may result in hippocampal-dependent
memory disturbances. Age-related changes in the hippocampal formation
include dendritic reorganization (Flood et al., 1985 ), loss of
inhibitory interneurons (Shetty and Turner, 1998 ), decreased
efficiency of second messenger systems (Colombo et al., 1997 ), changes
in slow wave activity (Markowska et al., 1995 ), and physiological
changes in principal and interneuron populations (Barnes, 1979 ; de
Toledo-Morrell and Morrell, 1985 ; Mizumori et al., 1992a ; Shen and
Barnes, 1996 ; Shetty and Turner, 1998 ).
Recordings of hippocampal single units in aged freely moving animals
have shown that their place fields are less flexible than those of
young animals in situations that result in the reorganization of
hippocampal fields in younger animals, i.e., during the acquisition of
spatial memory tasks, extended exposure to familiar environments, or
learning of novel visual cues (Mizumori et al., 1996 ; Shen et al.,
1997 ; Tanila et al., 1997b ). A decreased flexibility of hippocampal
representations in testing environments where remapping is expected was
also seen in the present study after excitotoxic septal lesions. In
contrast, less consistent (i.e., more flexible) location-dependent
discharge of hippocampal complex spike cells has been observed when
aged animals were repeatedly tested in an identical environment (Barnes
et al., 1997 ). Similarly, we observed less consistent
location-dependent activity in individuals with septal lesions during
continued exposure to a familiar recording room. Our findings in
animals with compromised septal function parallel the seemingly
contradictory results in aged individuals across test conditions. The
apparent contradiction in memory-impaired aged individuals,
however, could be accounted for if their hippocampal representation
corresponds to subsets rather than the full extent of sensory
information (Rapp, 1998 ). We suggest that a similar explanation could
apply to the septal-lesioned animals.
The consequences of excitotoxic lesions of the septum on hippocampal
function provide evidence for a subcortical contribution to cortical
information processing in the absence of additional age-related
degenerative processes in hippocampus. Behavioral effects after
nonselective excitotoxic septal lesions include spatial reference and
working memory deficits (Hepler et al., 1985 ; Hagan et al.,
1988 ), and these deficits are also seen in aged animal populations
(Gallagher et al., 1993 ). In contrast, selective degeneration of
cholinergic projection neurons is not sufficient for producing the same
range of memory deficits (Berger-Sweeney et al., 1994 ; Torres et al.,
1994 ; McMahan et al., 1995 ; Baxter and Gallagher, 1996 ). The
anatomical organization of the septal nuclei differs from other
cholinergic cell groups by the additional presence of GABA projection
neurons, which selectively project to interneuron populations in the
hippocampus (Freund and Antal, 1988 ). Excitotoxic lesions reduce not
only cholinergic neurotransmission but also the number of GABA neurons,
in particular in the lateral septal nuclei (Stewart and Vanderwolf,
1987 ; Leung et al., 1994 ). The combined loss of different neuron
populations in septum may result in memory impairments that are not
seen when the cholinergic cell population is selectively targeted. GABA
release from subcortical and intrahippocampal sources may serve to
disambiguate the input patterns that are received from cortical
connections (Wallenstein et al., 1998 ). Functionally this may serve to
select reference frames for interpreting incoming spatial information.
The smaller proportion of theta-modulated interneurons in lesioned
animals indicates a direct effect of septal projections on interneuron activity and supports the hypothesis that interneuron populations contribute to physiological and behavioral deficits in aged animals (Mizumori et al., 1992a ; Shetty and Turner, 1998 ).
Conclusion
Although the relation between the changes in hippocampal
physiology and the working memory impairment remains to be further clarified, we have shown that neurodegeneration in a subcortical structure can importantly influence spatial information processing by
an intact hippocampus. These findings indicate that compromised septal
function may, in addition to intrinsic hippocampal degenerative processes, contribute to less flexible information processing in
hippocampus with advanced age.
 |
FOOTNOTES |
Received Dec. 2, 1998; revised May 14, 1999; accepted May 14, 1999.
This work was supported by the National Science Foundation (IBN
9514880), the Human Frontiers Science Program (HFSP RG0110), National
Institutes of Health (MH 58755), and a University of Utah research
fellowship. We thank Dr. Kristen Keefe for assisting with the
histological analysis and Jill Howard, Dr. Robert Marc, and Dr. Scott
Rogers for their support with image processing.
Correspondence should be addressed to Dr. Sheri J. Y. Mizumori,
Department of Psychology, University of Utah, 390 S. 1530 E. Room
502, Salt Lake City, UT 84112.
 |
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