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The Journal of Neuroscience, September 15, 1998, 18(18):7436-7451
Critical Role of Axonal A-Type K+ Channels and Axonal
Geometry in the Gating of Action Potential Propagation along CA3
Pyramidal Cell Axons: A Simulation Study
Irina L.
Kopysova1, 2, 3 and
Dominique
Debanne1
1 Unité de Neurocybernétique Cellulaire,
UPR 9041 Centre National de la Recherche Scientifique, 13009 Marseille, France, 2 Innovationskolleg Theoretische
Biologie, Humboldt-Universität zu Berlin, 10115 Berlin, Germany,
and 3 Unité de Neurobiologie Expérimentale et
Théorie des Systèmes Complexes, UPR 9081 Centre
National de la Recherche Scientifique, 75231 Paris, France
 |
ABSTRACT |
A model of CA3 pyramidal cell axons was used to study a new mode of
gating of action potential (AP) propagation along the axon that depends
on the activation of A-type K+ current
(Debanne et al., 1997
). The axonal membrane contained voltage-dependent
Na+ channels, K+ channels, and
A-type K+ channels. The density of axonal
A-channels was first determined so that (1) at the resting membrane
potential an AP elicited by a somatic depolarization was propagated
into all axon collaterals and (2) propagation failures occurred when a
brief somatic hyperpolarization preceded the AP induction. Both
conditions were fulfilled only when A-channels were distributed in
clusters but not when they were homogeneously distributed along the
axon. Failure occurs in the proximal part of the axon. Conduction
failure could be determined by a single cluster of A-channels, local
decrease of axon diameter, or axonal elongation. We estimated the
amplitude and temporal parameters of the hyperpolarization required for induction of a conduction block. Transient and small somatic
hyperpolarizations, such as simulated GABAA inhibitory
postsynaptic potentials, were able to block the AP propagation. It was
shown that AP induction had to occur with a short delay (<30 msec)
after the hyperpolarization. We discuss the possible conditions in
which such local variations of the axon geometry and A-channel density
may occur and the incidence of AP propagation failures on hippocampal
network properties.
Key words:
hippocampus; modeling; conduction failure; neural
networks; short-term plasticity; A-current
 |
INTRODUCTION |
The main function of the axon is to
conduct action potentials (APs) from the cell body to the nerve
terminals, thus allowing a spread of activity over long distances in
the brain (Ramon y Cajal, 1911
). When the AP fails to propagate along
the axon, no signal can reach the output of the cell. Conduction
failure thus represents a powerful filtering process that prevents
communication with postsynaptic neurons. Three different modes of
activity-dependent gating of AP propagation have been reported.
Conduction failures have been found in various types of neurons when
APs are elicited at a frequency >10-30 Hz (Parnas, 1972
; Bielefeldt
and Jackson, 1993
; Lüscher et al., 1994b
). Such failures result
from two factors: the presence of a low safety conduction point such as
a branch point (Parnas, 1972
; Grossman et al., 1979a
; Lüscher et
al., 1994a
) or a bottleneck (Parnas et al., 1976
), and accumulation of
some ions (Grossman et al., 1979b
; Smith, 1980
; Bielefeldt and Jackson,
1993
; Lüscher et al., 1994b
, 1996
). The second mode of gating is
presynaptic inhibition (Nicoll and Alger, 1979
; Wall, 1995
). The main
mechanism is a local depolarization or increase in the membrane
conductance. It may either decrease the AP amplitude or block its
conduction into the nerve terminal. For both types of gating, modeling
studies have shown the importance of the local geometry of the axon
(Parnas et al., 1976
; Joyner et al., 1980
; Lüscher and Shiner,
1990
; Segev, 1990
; Graham and Redman, 1994
; Jackson and Zhang,
1995
).
A novel form of gating that requires the activation of a fast A-type
K+ current has recently been reported in CA3
pyramidal cells in vitro (Debanne et al., 1997
). Because
A-channels are partly inactivated at the resting membrane potential
(RMP) (Storm, 1990
), conduction failure occurs only after a
hyperpolarizing prepulse (Debanne et al., 1997
). This conduction block
depends on the recent activity of the cell and can be considered as a
new form of short-term plasticity at the output side of the neuron.
Propagation failures were induced in only 30% of the cases (Debanne et
al., 1997
). Thus, A-current activation was necessary but not sufficient
for conduction block, and additional factors such as distribution of
the A-channels along the axon and/or the morphology of the axonal
arborizations could play the role of a second gate. A-type
K+ channels have been found on axons of hippocampal
pyramidal cells (Sheng et al., 1992
; Maletic-Savatic, 1995
), but
their precise distribution remains unknown at the ultrastructural
level. The density of these channels is regulated during early
postnatal development (Maletic-Savatic, 1995
), thus introducing
variations in their distribution among cells. The topology and geometry
of the axonal arborization also vary considerably in the population of
CA3 pyramidal cells (Kosaka, 1980
; Ishizuka et al., 1990
). Because
A-channel density and morphology of the axon may vary independently,
simulations of realistic CA3 pyramidal cell axons offer a unique
alternative to an experimental approach for studying A-channel-dependent block of AP propagation.
The first aim of this study was to simulate experimental gating of AP
propagation. In a second step, we determined the incidence of local
variations in A-channel density and in the morphology of CA3 pyramidal
cell axons on AP conduction. We then estimated the minimal
hyperpolarization required to induce a propagation block. Finally, we
discussed which physiological hyperpolarization can provide favorable
conditions for conduction failure.
The present experimental results have been published previously
(Debanne et al., 1997
) and are reported mainly for comparison with the
results of simulations.
 |
MATERIALS AND METHODS |
Experimental data
Briefly, pairs of cells were recorded intracellularly in
hippocampal slice cultures (Gähwiler, 1981
). Monosynaptic
connections between pairs of pyramidal cells were identified as
reported previously (Debanne et al., 1995
). As detailed earlier
(Debanne et al., 1997
), the postsynaptic cell was used as a detector of
AP propagation in the presynaptic cell axon.
Morphology of the modeled cell
The modeled structure included a soma, the principal axon, and
main axon collaterals but was devoid of dendrites (see Fig. 2B). The axon was a reduced version of a CA3
pyramidal cell axon labeled in vivo, with geometrical
parameters described by Li et al. [(1994
), their Fig. 10]. The length
of the principal axon was 450 µm. We did not consider all small
distal collaterals. This structure, however, was large enough to
reproduce experimental findings (see Results).
The cell body was presented as a cylinder with a length of 30 µm and
a diameter of 25.5 µm. The somatic surface area (2402 µm2) was identical to that in previous studies
(Traub et al., 1994
). The initial segment of the axon was a cylinder
with a length of 40 µm and a diameter of 2.6 µm (Ishizuka et al.,
1990
). The axon of the cell was branched and unmyelinated, as reported
for most of Schaffer collateral axons in vivo (Westrum and
Blackstad, 1962
; Andersen et al., 1978
) and for hippocampal slice
cultures (Frotscher and Gähwiler, 1988
). Each branch was numbered
from 1 to 17 (see Fig. 2B). The principal axon was
made of branches 1, 3, 9, 11, 13, 14, and 16. The length and diameter
of each axonal branch are shown in Table
1. Branch 1 corresponded to the area of
AP initiation.
Biophysics of the modeled cell
Properties of simulated A-current. Steady-state
gating parameters of simulated A-current are shown in Figure
1A. The voltage dependence of activation and inactivation was abrupt, as reported for
hippocampal neurons (Numann et al., 1987
; Klee et al., 1995
). At the
RMP (Fig. 1A, arrow), a large portion of
A-channels were inactivated, as shown in CA3 cells (Segal et al., 1984
;
Storm, 1990
; Klee et al., 1995
), and half of them were inactivated at approximately
70 mV (Segal et al., 1984
).

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Figure 1.
Properties of A-current in an isolated compartment
of membrane. A, Activation and inactivation curves of
A-current. Note that at the RMP (vertical arrow), most
of the channels were inactivated. B, Level of the
hyperpolarization and recovery from inactivation in simulations of
voltage-clamp-mode experiments. The holding potential was 50 mV.
A-current was activated after a 150 msec hyperpolarizing prepulse by
the depolarizing pulse to +30 mV (50 msec duration). Hyperpolarizing
voltage command ranged between 50 and 110 mV
(inset). A-current increased significantly with the
level of the hyperpolarization. C, Delay between the
hyperpolarizing prepulse and depolarizing command. The membrane was
hyperpolarized to 90 mV during the prepulse. The depolarizing command
(+30 mV) was applied 0, 10, 20, 30, 40, and 50 msec after the end of
the hyperpolarization (inset). The shorter the delay of
delivery of the depolarization, the larger the peak of A-current.
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Simulations reproduced the results of voltage-clamp experiments in the
hippocampus in vitro with different characteristics of the
hyperpolarizing prepulse (Segal et al., 1984
; Numann et al., 1987
;
Storm, 1990
; Klee et al., 1995
). They showed how the amplitude of the
preliminary hyperpolarization (Fig. 1B) and the interval between the hyperpolarization and the depolarization (Fig.
1C) modified the depolarization-induced activation of
A-channels.
Because most channels are inactivated at rest, depolarization from the
holding potential (
50 mV) produced only a small outward current (Fig.
1B). Hyperpolarization of the membrane by a step of
voltage removed inactivation, and consequently allowed A-channel activation during membrane depolarization (Fig.
1B). The obtained current was sensitive to the level
of the hyperpolarizing prepulse. Indeed, a 60 mV preliminary
hyperpolarization led to a 4.6-fold increase in the amplitude of
A-current.
To be effective, depolarization must closely follow hyperpolarization.
Simulations were performed for different time intervals between the
hyperpolarizing prepulse and depolarizing command pulse. Their results
are shown in Figure 1C. The A-current was maximal when the
depolarization immediately followed the hyperpolarization. Increasing
the time interval between hyperpolarization and depolarization up to 50 msec led to twofold decrease in the amplitude of A-current.
Distribution of ionic channels. The somatic membrane
contained voltage-dependent Na+ channels,
Ca2+ channels, slow and fast
Ca2+-dependent K+ channels, and
delayed rectifier and A-type K+ channels (Traub et
al., 1991
; Pongracz et al., 1992
). The initial segment and axon
contained neither Ca2+ channels nor
calcium-dependent K+ channels (Traub et al., 1991
;
Pongracz et al., 1992
). The density of Na+ channels
on the soma and the initial segment of the axon was close to that
measured experimentally (Sah et al., 1988
; Colbert and Johnston, 1996
),
and the parameter GNa,max (see , Eq. A4)
was set to 50 mS/cm2 as in previous studies
(Pongracz et al., 1992
). With such values of
GNa,max, the density of
Na+ current was found to be 9.5 pA/µm2 when the protocol of patch-clamp
experiments of Colbert and Johnston (1996)
was simulated (i.e.,
membrane depolarization from
90 mV to
10 mV). The density of
delayed rectifier K+ channels was taken from
patch-clamp estimations (Klee et al., 1995
). Densities of
Ca2+ channels and Ca2+-dependent
K+ channels on the soma were taken from the model of
Pongracz et al. (1992)
. As suggested by the findings of Colbert and
Johnston (1996)
, the area of AP initiation was distal to the initial
segment. In this region, 20 µm long and 40 µm from the soma,
Na+ channel density was 30 times those of the
initial segment and the soma, in agreement with theoretical studies
(Rapp et al., 1996
) and recent experiments (Dargent et al., 1998
). The
density of delayed rectifier K+ channels was
increased correspondingly. The densities of Na+ and
K+ channels in the rest of the axon were the same as
in the soma. Channel densities in the cellular compartments are listed
in Table 2.
Distribution of A-channels. In the model, a parameter of
A-channel density, GA, was expressed as a
function of the maximal conductance GA,max:
GA = GA,max · a · b, where a and b
are the variables of activation and inactivation, respectively (see
and Fig. 1A). In patch-clamp experiments,
the density of A-current in the soma of CA3 pyramidal neurons has been
found to vary between 0.055 and 0.377 mA/cm2 (Klee
et al., 1995
). To cover this range, we considered three values of
GA,max: 4, 4.05, or 4.1 mS/cm2. With such values, the densities of A-current
measured at a membrane potential of +30 mV after a hyperpolarizing
prepulse to
110 mV were 0.308, 0.313, and 0.316 mA/cm2, respectively. The area of AP generation had
a maximal density of 4.1 mS/cm2. Because the
distribution and density of A-type K+ channels have
not been characterized with high precision in axons of CA3 pyramidal
cells, we considered two distributions of A-channels along the axon:
(1) homogeneous distribution with a density
(GA,max) from 0.5 to 5 mS/cm2; and (2) heterogeneous distribution with hot
spots at the branch points, covering 20 µm on both sides of each
bifurcation (GA,max = 4, 4.05, or 4.1 mS/cm2) and low density of A-channels between the
bifurcations (GA,max = 1.2 mS/cm2). Such reductions in the density correspond
to the removal of five A-channels in every hot spot. Estimations of the
number of channels were based on the voltage-clamp measurements of
single-channel A-current in CA3 pyramidal cells in organotypic slice
culture (Bossu et al., 1996
).
Computations. The simulations were based on numerical
solutions of the cable equation (see ). Transmembrane ionic
currents were described by models published earlier (Traub et al.,
1991
; Pongracz et al., 1992
). Each current was described by a
Hodgkin-Huxley type equation. Details on equations and values of their
parameters are provided in the . Voltage-clamp simulations
(Fig. 1) were performed with the software PATCH (Kopysova and Korogod, 1989
), especially designed for a single membrane compartment. Simulations of AP propagation were performed with the software CRONA
(Korogod, 1989
; Korogod et al., 1991
) based on the equations and
numerical method described in Korogod et al. (1994)
. Integration time
step was 1 µsec; the length of each equipotential compartment of the
simulated structure was 10 µm. The number of compartments for each
axonal branch is shown in Table 1. All computations were done on IBM
Pentium Pro 200 computer.
 |
RESULTS |
Propagation of the AP elicited from RMP
We first determined the configuration of the model that allowed
successful propagation of the AP into all axonal collaterals under
inactivation of the A-current (i.e., at the RMP).
We considered homogeneous distribution of A-channels along the whole
axon. The parameter GA,max varied between 0.5 and 5 mS/cm2 (Fig.
2A). AP elicited by a
somatic depolarizing step of current was successfully propagated into
all axon branches when GA,max was set up to 2.5 mS/cm2 (Fig. 2A,B). When A-channel
density had been increased to 2.6 mS/cm2, AP failed
in several branches [12 and 16 (Fig. 2A,C)]. The
number of axon collaterals exhibiting failures increased with A-channel density. With GA,max of 4.5 and 5 mS/cm2, the AP was still initiated at the area of AP
generation but did not reach any terminal (Fig.
2A).

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Figure 2.
Propagation of the AP along the axon with
different distributions of A-channels. A, Homogeneous
distribution. Amplitudes of the AP in the area of the spike generation
(branch 1) and in five axonal collaterals (2, 7, 10, 12, and 16; see
B) as a function of the density of A-channels. At low
density (GA,max 2.5 mS/cm2), the AP propagated into all axonal
terminals. At GA,max = 2.6 mS/cm2 conduction failed in branch 16 of the
principal axon and collateral 12 was obtained. With further increase of
GA,max, more terminals were blocked,
and at GA,max = 4.5 mS/cm2 the AP failed to reach any terminal.
B, Details of AP propagation within the whole axonal
arborization when A-channels were distributed homogeneously
with a low density (GA,max = 2.5 mS/cm2). Action potentials were elicited by a
brief current-induced depolarization (inflection on the rising phase of
the AP). C, Propagation failed in the principal axon
(16) and in the collateral 12 (blue traces) when
A-channel density was increased to 2.6 mS/cm2.
D, Successful propagation when hot spots of A-channels
(GA,max = 4.1 mS/cm2) at
the branch points were added to a low homogeneous density of A-channels
(GA,max = 1.2 mS/cm2).
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AP propagation from the cell body to all nerve terminals was also
successful when hot spots of A-channels (GA,max = 4.1 mS/cm2) at the branch points were added to
homogeneously (GA,max = 1.2 mS/cm2) distributed A-channels (Fig.
2D). The presence of the hot spots of A-channels at
the bifurcations decreased the AP amplitude at the branch point between
branches 9 and 11 (Fig. 2, compare B,D). The AP, however,
was able to recover and propagate actively into all axon terminals.
AP propagation after a somatic hyperpolarization
Propagation of the AP elicited after a hyperpolarizing prepulse
was tested in the two configurations that allowed a successful propagation from the RMP [i.e., homogeneous density with
GA,max = 2.5 mS/cm2 (Fig.
2B), and clustered distribution (Fig.
2D)]. The configuration that did not allow
successful propagation from the RMP (GA,max = 2.6 mS/cm2) was discarded.
The AP was elicited after a hyperpolarizing current prepulse applied at
the soma (Fig. 3A,B). The
delay between the onset of the depolarizing step of the current and the
spike was 1.2 msec. With homogeneously distributed A-channels, the AP
propagated into all terminals, although locally (in branches 9, 11, and
13) the amplitude of the AP was reduced (Fig. 3A). The
propagation failure was not possible to obtain even when the
hyperpolarization was increased to
40 mV (data not shown). In
contrast, AP failures were observed in the principal axon (branch 16)
and collateral 12 when hot spots of A-channels were at the branch
points (Fig. 3B). It is important to note that the AP was
normally propagated into branches 2, 7, and 10. This differential
propagation into axonal collaterals well matched the experimental
results in the hippocampal slice cultures (Fig. 3C) where
the hyperpolarization was able to block the coupling between neurons 1 and 2 but not 1 and 3 (Fig. 3C) (Debanne et al., 1997
).

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Figure 3.
Propagation of the AP after a hyperpolarizing
prepulse. A, Simulations for homogeneous distribution of
A-channels (GA,max = 2.5 mS/cm2). AP was elicited after a 20 msec
hyperpolarizing prepulse of 9.5 mV. No conduction failure was induced.
B, Clustered distribution as in Figure
2D. The same hyperpolarization induced
propagation failures along the principal axon (branch 16) and
collateral 12 but not in adjacent collaterals (2, 7, and 10).
C, Selective conduction block in CA3 cells of
hippocampal slice cultures. Pairs of two monosynaptically CA3 pyramidal
cells were recorded intracellularly. Presynaptic AP induced in
the cell (1) at the RMP evoked an EPSP in cell
(2). When cell (1) was
phasically hyperpolarized, no EPSP was elicited in the cell
(2). The electrode was then removed from the cell
(2) and inserted in the cell
(3). Even in the presence of phasic
hyperpolarization, the presynaptic AP always evoked an EPSP. AP thus
failed in the axonal collateral of cell (1) to
cell (2), but not in the branch to cell
(3).
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Determination of the location of propagation failure
The location of AP failure is very difficult to determine
experimentally because it would require multiple electrophysiological recordings from the axon. These recordings can be performed in large
crustacean axons (Grossman et al., 1979a
) but not in thin mammalian
axons. At the moment, only the modeling approach allows estimations of
this area.
A-channels are inactivated at the RMP. To produce a propagation block,
A-channels have to recover from inactivation. This can be achieved only
if axonal membrane is hyperpolarized (Fig. 1B).
Therefore it is important to determine how far in the axon a somatic
hyperpolarization can be spread electrotonically.
The model showed that a steady-state somatic hyperpolarization of 9.5 mV applied at the soma attenuated along the principal axon within the
first 200 µm (Fig.
4A). Downstream from
the first bifurcation point (100 µm), the level of the
hyperpolarization was already attenuated by almost 50%. Only 8.5% of
the hyperpolarization remained behind the third bifurcation.
Hyperpolarization was attenuated almost completely at 240 µm (210 µm from the soma), suggesting that AP failure could occur only along
this proximal part of the axon.

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Figure 4.
Location of the AP failure along the principal
axon. A, Electrotonic attenuation along the principal
axon of a steady-state hyperpolarization to 69.5 mV induced at the
soma. Note that downstream from the third branch point (>200 µm),
the membrane was almost not polarized. B, Time courses
of the membrane potential in the soma
(Vm, top) and
densities of A-current (IA,
middle) and Na+ current
(INa, bottom) in
response to a depolarization elicited either from the RMP
(left) or after the hyperpolarizing prepulse
(right). C, Time courses of the membrane
potential (Vm, left)
and densities of the A-current (IA,
middle) and Na+ current
(INa, right) were
compared along the axon without (dashed lines) and with
a hyperpolarizing prepulse (solid lines). All signals
have been expanded over a duration of 5.5 msec (B, horizontal
bar). Note the difference in the vertical scales for the
Na+ currents in the soma (B),
in the area of spike initiation, and in the rest of the axon.
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To determine the location of the conduction failure more precisely, we
compared the amplitudes of the AP, A-currents, and Na+ currents in the soma (Fig. 4B)
and at four points along the proximal part of the principal axon (Fig.
4C). Simulations were performed with and without the
hyperpolarizing prepulse. Because the level of the hyperpolarization in
the very proximal area was only slightly attenuated (Fig.
4A), the preliminary hyperpolarization drastically increased the A-current (26% at the area of spike generation) (Fig.
4C, first recording point). This increase, however, had only
a small influence on the amplitude of the AP because of the high
density of Na+ channels in this area, which were
also deinactivated by the hyperpolarization (see Na+
currents in Fig. 4C). Compared with control, a delay of ~1
msec in the generation of the AP was observed. Downstream from the first bifurcation point (Fig. 4C, second recording point),
somatic hyperpolarization was still able to significantly increase the A-current (up to 14%). The proximity of the area of the AP initiation kept the amplitude of the AP almost unchanged. Reduction of ~1 mV in
the AP amplitude was found at this level. Farther away from the area of
the spike generation, the hyperpolarization-induced increase in the
A-current played a more important role. Behind the second bifurcation
(Fig. 4C, third recording point), the small increase in the
A-current (only 7%) led to a 1.5 mV reduction in the AP amplitude.
The AP was dramatically attenuated between second and third bifurcation
(Fig. 4C, fourth recording point). Indeed, behind the third
bifurcation, the AP amplitude was 8 mV smaller than under control
conditions (oblique arrow).
We conclude that propagation failure occurred in the axonal branches
that meet two conditions. First, the area must still be under the
influence of the somatic hyperpolarization and therefore be proximal.
Second, it must be remote from the area of high density of
Na+ channels so that the effect of the A-current
expresses. In other words, the failure occurred in the axonal
region where the potassium inhibition dominated the sodium activation.
In the next experiments, we studied how the modifications in the
density of A-channels and in the axonal geometry affected the AP
propagation.
Single clusters of A-channels determine propagation failure
We first tested the consequences of removing a single proximal hot
spot of A-channels on the conduction properties. To examine this
question, we used the configuration illustrated in Figure 3B
(and reproduced by a dashed line in Fig.
5). Because the area between the second
and third branch points was a region of low safety for AP propagation,
we chose to remove the hot spot at the second branch point (indicated
by a dashed circle). When the hot spot was removed, the AP was
conducted successfully to the end of the principal axon (Fig. 5).

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Figure 5.
Effect of removal of a single cluster
on propagation failure. The control configuration was indicated by a
dashed line. When the cluster of A-channel was removed
from the second branch point (indicated by the dashed
circle), the AP propagated successfully into all axon terminals
(solid line).
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These results show that A-channel activation is required for AP
conduction to be blocked and that a single cluster of A-channels in the
area of AP failure might influence the AP propagation along the axon
(see Discussion).
Role of the axonal morphology
In a second step, we tested the consequences of geometrical
modifications within the proximal part of the axon. In organotypic slice cultures, propagation failures were found in approximately one-third of CA3 pyramidal cell axons (Debanne et al., 1997
). One
possible explanation is that the general pattern of the proximal arborization of the axon varies considerably in the population of CA3
neurons (Kosaka, 1980
; Ishizuka et al., 1990
). Two factors cause this
variation: the length of each segment between two consecutive branch
points, which may vary by a few tens of micrometers (Kosaka, 1980
;
Ishizuka et al., 1990
), and the diameters of the parent and daughter
collaterals, which vary between 0.6 and 1.6 µm (Ishizuka et al.,
1990
). We therefore tested the effect of each of these parameters on
propagation failure. We again considered the configuration shown in
Figure 3B (repeated in Fig.
6A). Modifications of
the axon morphology were limited within the proximal part of the axon, which was of low safety for AP propagation.

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Figure 6.
Effect of axon elongation and reduction of the
axonal diameter on propagation failure. A, Control
configuration. B, The length of axonal branch 9 was
increased from 50 (a, b in A) to 100 µm
(a, b' in B). As a result, the AP
propagated into all axonal collaterals. C, The diameter
was decreased by 0.1 µm in three branches labeled by × (9, 10, and 11). Propagation into the whole axonal arborization was
achieved.
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When the length of branch 9 (limited by branch points a and b) was
increased by 50 µm, propagation failures were suppressed (Fig.
6B). Similarly, conduction was successful in the
whole axonal tree when the axon diameter was reduced by 0.1 µm in the
axonal branches labeled by × (Fig. 6C).
Time courses of the AP were calculated for each 10 µm along branches
3 and 9, and along the first 20 µm of branches 10 and 11. AP
amplitudes were measured and compared for the three configurations in
Figure 6. Close to the area of AP initiation (70 µm from the soma),
AP amplitudes were identical in all configurations (Fig. 7). Under control conditions (black
triangles), the amplitude of the AP decreased along the axon, with
larger gradients at the vicinity of each branch point (a and b). Behind
the second branching point (150 µm), the difference in the AP
amplitudes in branches 10 and 11 was ~4 mV. AP was sufficiently high
to activate Na+ channels in the right branch (10)
but not in the left (11).

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Figure 7.
Comparison of AP amplitudes in three morphological
configurations shown in Figure 6: control, with elongated branch and
with decreased diameters. Part of the modeled structure included
branches 3 and 9 and the first 20 µm of branches 10 and 11. Labeling
of the branch points a, b, and
b' is the same as in Figure 6. In the control
(filled triangles), the amplitude decreased in the
vicinity of branch points a and b. The
amplitude was sufficient to allow active propagation into branch 10 but
not into branch 11. When the distance between the two branch points was
increased (a, b', empty circles), the
amplitude of the AP was able to recover after passing the bifurcation
a (110 µm). Approaching b', the AP
amplitude decreased. Active propagation, however, was achieved in both
branches after b' (200 µm). For decreased diameters
(filled circles), the amplitude drop was also weaker
than in control, and active propagation into both collaterals (10 and
11) was observed.
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In contrast with the control situation, the AP amplitude was locally
preserved when the axon was elongated between a and b (empty circles).
In this configuration the branching point b was replaced by b'. The
distance between two successive clusters of A-channels (at a and b')
was increased. After the first bifurcation (100-140 µm), the AP
amplitude increased and then progressively decreased while approaching
the second bifurcation (b'). The AP was able to propagate into both
the principal axon (11) and the collateral (10).
When the axon diameter was decreased (filled circles) in the branch
between the bifurcations a and b, the input impedance increased by
15%. As a result, when the AP reached the bifurcation a, its amplitude
was less attenuated than in control (black triangles). Behind the
bifurcation b, APs in both daughter branches were sufficiently high to
allow active propagation up to the end of these collaterals.
In all cases, the amplitude of the AP in branch 11 was smaller than in
10 because of the proximity of the next bifurcation (see the whole
structure in Fig. 6).
Required minimal amplitude and duration of the hyperpolarization
for conduction block
Physiological hyperpolarizations are limited in both duration and
amplitude by several factors, such as the kinetics of transmitter release, access, degradation or buffering of the second messengers, kinetics of activation and inactivation of the channels involved, and
the equilibrium potentials of the ions that flow through the channels.
To know whether physiological hyperpolarizations suffice to induce a
conduction block, we estimated the minimal duration and amplitude of a
current-induced hyperpolarization to produce a conduction failure. In
addition to the GA,max = 4.1 mS/cm2 used before, we considered two other
densities of A-channels in the hot spots: GA,max = 4 and 4.05 mS/cm2.
As expected from inactivation properties of the A-channels, the level
required for hyperpolarization was lower for larger durations of the
hyperpolarization (Fig.
8B). For example, when the A-channel density at the branch points was 4.05 mS/cm2, a 10 msec hyperpolarization had to be as
large as
72 mV to block the conduction. The required
hyperpolarization decreased to less than
64 mV when the duration was
increased to 30 msec. For all densities, the curves reached a plateau
for durations larger than 40 msec. This saturation is a consequence of
the deinactivation of A-current, achieved within 50-100 msec (Storm,
1990
; Klee et al., 1995
). When the density of A-channels was decreased
from 4.1 to 4.05 and 4.0 mS/cm2, larger
hyperpolarizations were required. The amplitude of the required
hyperpolarization was found to be very critical. For a duration of 20 msec, the required hyperpolarization increased from
63 mV to
66.5
and
76 mV when GA,max decreased from 4.1 mS/cm2 to 4.05 and 4 mS/cm2,
respectively.

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Figure 8.
Amplitude and duration of the hyperpolarization
required for the conduction failure. For different durations of the
hyperpolarizing prepulse (10-50 msec), the minimal level of the
hyperpolarization allowing a conduction failure was determined. Three
densities of the A-channels in the hot spots were considered
(GA,max = 4, 4.05, and 4.1 mS/cm2). The hyperpolarization required for
deinactivation of the A-channels decreased when the duration increased.
Note the saturation for durations larger than 40 msec. The required
hyperpolarization increased significantly with a small decrease in the
A-channel density. For a 10 msec prepulse, hyperpolarizations deeper
than 67 mV were found to be sufficient to produce a conduction block
when the density at the hot spots was 4.1 mS/cm2.
For a smaller density of the A-channels (4.05 mS/cm2), hyperpolarization had to be at least 72
mV to provide a propagation failure. With further decrease in the
A-channel density (4 mS/cm2), a conduction failure
was obtained at 92 mV.
|
|
Because GA,max = 4.1 mS/cm2 was found to provide a conduction block even
with very small levels of hyperpolarization, we used a smaller value of
GA,max (4.05 mS/cm2) in the
next computations.
Role of the delay between the hyperpolarization and
AP induction
In all previous examples, depolarizing currents were applied with
a fixed delay of 1 msec after the offset of the hyperpolarizing current. We examined the role of this delay on AP conduction along the
principal axon (Fig. 9). For these
computations, the amplitude of the hyperpolarization at the soma
was set to 30 mV. For small delays of 1-25 msec (Fig.
9A,B), no signal reached the terminal of the principal axon.
AP propagation was successful, however, when the delay was increased to
35 msec (Fig. 9C). Similarly, for a delay of 25 msec,
propagation recovered when a short subthreshold depolarization (5 msec,
4.4 mV) followed the hyperpolarizing prepulse (Fig. 9D). In
all cases, the time course of A-current was calculated (Fig.
9A-D, second trace). The amplitude of A-current
decreased when the delay was increased (Fig. 9E). At 25 msec, this amplitude was much smaller when the subthreshold
depolarization was added.

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Figure 9.
Critical delay between the hyperpolarization and
AP induction (GA,max = 4.05 mS/cm2). A, Time courses of the
transmembrane potential (Vm,soma,
top traces) and density of A-current
(VA,soma, middle
traces) in the soma, and potential in terminal 16 of the
principal axon (Vm,terminal, bottom
traces) were calculated for different delays between the
hyperpolarization and AP induction. Hyperpolarizing prepulse was 30 mV
and its duration was 20 msec. A conduction block along the principal
axon was observed when hyperpolarizing prepulse preceded the AP by 1 msec. B, Similar results were obtained for a delay of 25 msec. C, When the delay was increased to 35 msec,
propagation into the principal axon was successful. D,
When a 5 msec subthreshold depolarization was added to the
configuration in B (25 msec delay), the AP propagated
normally along the principal axon. E, Graph of the peak
amplitude of A-current during the AP (shown in A-D) as
a function of the delay. Note that for a delay of 25 msec, the peak
amplitude was significantly reduced when a small depolarization event
was added. F, Experimental results. Two monosynaptically
coupled CA3 pyramidal cells were recorded intracellularly. When the
hyperpolarizing prepulse preceded the AP by 15 msec in the cell
(1), no EPSP was elicited in the cell
(2). Propagation failure was not observed when
the delay was increased to 35 msec.
|
|
Similar critical values were observed in experiments [Fig.
9F and Debanne et al. (1997)
]. If a brief hyperpolarizating
pulse of current was applied 15 msec before AP induction, no EPSP was observed (Fig. 9F, top). When the interval
between the end of the hyperpolarizing prepulse and the induction of
the AP was increased to 35 msec, then the prepulse did not prevent an
EPSP from being elicited (Fig. 9F, bottom).
AP propagation block after GABAA IPSPs
The preceding computations showed that relatively small
hyperpolarizations were able to block the AP conduction in the axon. We
therefore tested whether a simulated GABAA IPSP of small
amplitude would block AP propagation. In the absence of any IPSP, the
AP reached both the end of the collateral (Fig.
10A, trace
2) and the principal axon (Fig. 10A, trace
3). A somatic GABAA-like IPSP of 5.5 mV was
generated at the soma by an increase in
Cl
-conductance with the profile of an
-function
(Fig. 10B, trace 1). Because of a fast
attenuation along the principal axon, the IPSP did not influence the
membrane potential at the terminals (Fig. 10B,
traces 2 and 3). A selective failure in the
principal axon (Fig. 10C, trace 3) but not in the
collateral (Fig. 10C, trace 2) was obtained when
the AP was evoked after the onset of the simulated IPSP (Fig.
10C).

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Figure 10.
Conduction block induced by a somatic IPSP
(GA,max = 4.05 mS/cm2).
A, GABAA-receptor synaptic input was placed
on the soma. Without synaptic activation, the AP elicited at the soma
(1) propagated into both collateral
(2) and principal axon (3).
B, Membrane potentials in the soma
(1), collateral (2), and
principal axon (3) in response to activation of
the synaptic input. No hyperpolarization was detected in the collateral
and principal axon. C, The AP failed to propagate into
the principal axon (arrow on trace 3)
when it was elicited at the maximum of the IPSP (see trace
1). It was still able to propagate into the collateral
(2). D, Experimental conduction
block. Two pyramidal cells were recorded intracellularly in areas CA3 (1) and CA1
(2). Similar effects were observed for the
current-induced (right) and synaptically induced
(left) hyperpolarizations of the cell
(1). When the hyperpolarization preceded the
presynaptic AP by <10 msec (top), no EPSP was observed
postsynaptically (arrows). When the delay between the
hyperpolarizing prepulse and the presynaptic AP was >30 msec
(bottom), an EPSP was elicited for both types of
hyperpolarization, indicating normal AP conduction into the presynaptic
axon. The complex response before the unitary EPSP in the cell
(2) resulted from activation of Schaffer
collaterals.
|
|
Comparable conduction block was observed experimentally [Debanne et
al. (1997)
; Fig. 10D]. In control conditions (at the
RMP), each presynaptic AP evoked a postsynaptic response (data not
shown). No postsynaptic event was evoked, however, when the presynaptic AP was elicited after a hyperpolarizing prepulse of current; this indicated that propagation failure was induced (Fig.
10D, top left). Similarly, the presynaptic
AP failed to produce a response when the current-induced
hyperpolarization in the presynaptic cell was replaced by a compound
IPSP (Fig. 10D, top right). Postsynaptic responses were observed for both current-induced and synaptically induced hyperpolarizations when the delay between the end of the hyperpolarizing prepulse and the AP induction was increased up to ~30
msec (Fig. 10D, bottom). We conclude that
physiological hyperpolarizations such as GABAA IPSPs are
sufficient to block AP propagation elicited in a time window of <30
msec before AP induction.
Density and kinetics of Na+ channels
Because the exact measurements of density and kinetic properties
of Na+ channels in the axons of the hippocampal
pyramidal neurons are lacking, it was important to study how the model
behavior depends on the parameters of Na+
channels.
In the first set of experiments we varied the density of
Na+ channels (parameter
GNa,max) on the soma and along the axon
around the value of 50 mS/cm2 used in previous
simulations. The maximum density of A-channels in the bifurcation hot
spots (parameter GA,max) that allowed the successful propagation into all axonal terminals at the RMP was determined for each value of GNa,max. The values
of the maximum possible GA,max in the hot spots
as function of the density of Na+ channels are
presented in Figure
11A (top).
For GNa,max lower than 35 mS/cm2, the AP failed to propagate into some axonal
terminals even when hot spots were suppressed and A-channels were
homogeneously distributed (GA,max = 1.2 mS/cm2) along the whole axon. With an increase of
GNa,max the maximal possible density of
A-channels increased almost linearly. Ratio GNa,max/GA,max was
calculated for different GNa,max and presented in Figure 11A (middle). It was suggested
that both successful propagation at the RMP and
hyperpolarization-induced block of spike propagation could be obtained
more easily at higher density of Na+ channels when
the ratio
GNa,max/GA,max was
higher. Results of the estimations of the hyperpolarization required
for conduction failure into the principal axon are presented in Figure
11A (bottom). One can notice from the
comparison of the middle and bottom of Figure 11A
that the required level of the hyperpolarization was determined by the
ratio
GNa,max/GA,max.
For GNa,max = 35 mS/cm2, when
GNa,max/GA,max was
16.5, the required hyperpolarization was
118 mV. This level of the
hyperpolarization cannot be reached during normal neuronal activity.
For GNa,max = 40 mS/cm2, the
ratio
GNa,max/GA,max was
lower and equaled 12.1. In this case, the required level of the
hyperpolarization was only
72 mV. Such level of hyperpolarization is
physiologically possible and may correspond to that reached during an
IPSP or an afterhyperpolarization (AHP). For
GNa,max in the range of 45-60
mS/cm2, the ratios
GNa,max/GA,max
were almost the same, and the required levels of the hyperpolarization
were similar.

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Figure 11.
Role of the density and kinetics of
Na+ channels. A, Variation of the
density. The density of Na+ channels
(GNa,max) varied between 35 and 60 mS/cm2 in the soma and along the axon. In the area
of spike generation the density of Na+ channels was
30 times higher. Top, The density of A-channels
(GA,max) in the hot spots was
calculated from the condition of successful spike propagation into all
axonal collaterals at the RMP. GA,max
increases with the increase of GNa,max.
Middle, The ratio
GNa,max/GA,max
was calculated from the data presented in the top. To
higher density of Na+ channels corresponded higher
GA,max and lower
GNa,max/GA,max.
Bottom, The level of the hyperpolarization required to
induce a failure of the spike propagation into the principal axon. The
duration of the hyperpolarization was 20 msec. For
GNa,max >40 mS/cm2, the
required level of the hyperpolarization was found to be lower than 75
mV. It suggests that for this range of
GNa,max, IPSPs or AHPs may induce
conduction failures. B, Variation of the kinetics. For
different kinetics of Na+ channels the AP amplitudes
in five terminals were calculated. Simulations were performed in the
absence of the hyperpolarizing prepulse. The time-constants of
activation and inactivation of Na+ channels were
multiplied by a scale factor presented on the abscissa. Scale factor
equal to 1 corresponded to kinetics used in all previous simulations.
For slower kinetics of Na+ channels (scale factors
>1), amplitudes of the AP were larger, and spikes reached all
terminals. For faster kinetics, the amplitude of the AP in the area of
spike generation decreased, and the AP failed to reach some (scale
factors ranging between 0.2 and 0.9) or all (scale factor of 0.1)
terminals.
|
|
In the next set of simulations, we studied the role of the kinetic
properties of Na+ current. We considered the cases
when the time constants of both activation and inactivation of
Na+ channels were multiplied by a scale factor
ranging from 0.1 to 2. The results of simulated propagation of the AP
into five axonal terminals for different kinetics of
Na+ channels are presented in Figure
11B. For all considered kinetics, a somatic
depolarizing step of current induced generation of the AP in the area
of spike generation in the axon (Fig. 11B, open circles). The AP successfully propagated into all axon terminals when time constants were multiplied by a scale factor ranging from 1 to
2. When the kinetics of Na+ channels were
accelerated (multiplied by a scale factor ranging from 0.4 to 0.9), AP
propagation failed in several branches (10, 12, and 16). The number of
axon collaterals exhibiting conduction failure increased with further
acceleration of the Na+ channel kinetics. When time
constants of activation and inactivation of Na+
channels were decreased tenfold, the AP was still initiated at the area
of AP generation but did not reach any terminal (Fig. 11B).
The level of the hyperpolarization required for conduction failure was
influenced only slightly when the time constants of activation and
inactivation of Na+ channels were increased two
times. For both control and twofold slower Na+
kinetics, propagation failure in the principal axon was observed when a
20 msec hyperpolarizing prepulse of 6 mV preceded the AP (data not
shown).
 |
DISCUSSION |
We provide theoretical evidence that axonal A-current can be
deinactivated by somatic hyperpolarization in the physiological range
and consequently induces a conduction block. This type of gating
differs from previous studies (Smith, 1980
) with respect to the key
mechanism, although branch points also represent favorable sites for
failure. We now discuss the temporal, morphological, and physiological
requirements for A-current-dependent conduction block. Finally, we
examine the influence of this new form of gating of AP propagation on
network properties.
Ionic channel densities and AP propagation
Successful propagation and hyperpolarization-induced conduction
failure were obtained only if A-channels were clustered. With homogeneous distributions, it was not possible to reproduce
experimental observations, i.e., successful propagation when the AP was
elicited from RMP, and failure when the AP was preceded by a
hyperpolarization. APs elicited from RMP failed in several branches
when the density was high, and no conduction failure could be induced
by the conditioning hyperpolarization when the density was low.
Although these configurations do not account for the experimentally
observed gating, both cases should retain attention. It is plausible
that two-thirds of the CA3 cells that did not show the conduction
failures (Debanne et al., 1997
) corresponds to cells exhibiting low
densities of A-channels. In contrast, higher density of A-channels
could well account for the spontaneous conduction failures in
hippocampal (Storm and Lipowsky, 1994
) and cerebellar neurons (Vincent
and Marty, 1996
).
Despite the growing knowledge about the different subunits of the
family of A-type channels (Dolly and Parcej, 1996
), little is known
about their precise location in the axonal membrane. A-channels have
been identified in hippocampal axons through immunohistochemical techniques (Sheng et al., 1992
), but their precise distribution in the
axon has not been described at high resolution.
According to our findings, clustered distribution of A-channels appears
crucial for this form of gating. In the hippocampus, hot spots of
A-channels are found in the axons of granule cells (Cooper et al.,
1998
). A-channels are clustered in supraoptical neurons (Alonso and
Widmer, 1997
). Moreover, clustering of ionic channels in neuronal
membranes has been described both experimentally (Joe and Angelides,
1992
) and theoretically (Siegel et al., 1994
).
One of the most important conclusions of our study is that only a few
clusters of A-channels at some strategic points in the proximal axonal
arborization determine whether the AP propagates. The removal of only
one cluster allows normal AP conduction in the whole axonal
arborization. Moreover, a small modification in A-channel density at
the branch points strongly modified the threshold for the conduction
block (Fig. 8). This suggests that the local modulation of A-channel
efficacy can regulate the output signal of the neuron in some target
areas. In dendrites of hippocampal neurons, reduction of A-channel
density is sufficient to modify the back-propagating AP (Hoffman et
al., 1997
). A-channel activity has also been reported at the
presynaptic terminals (Forsythe, 1994
). Their modulation can influence
the presynaptic spike (Gage, 1992
) and subsequently transmitter
release.
When can such modulation occur? The activity of A-channels is
controlled by numerous neurotransmitters such as GABA (Gage, 1992
) and
noradrenaline (Sah et al., 1985
), chemical messengers such as
Ca2+ (Chen and Wong, 1991
), cation concentration
(Talukder and Harrison, 1995
), auxiliary subunits (Rettig et al.,
1994
), and oxidative and phosphorylation states (Covarrubias et al.,
1994
). Thus, during the life of an axon, limited upregulations or
downregulations of A-channel efficacy may strongly modify the
integration capacity of the axon. One may wonder whether some
developmental factors or activity-dependent patterns regulating the
expression and efficacy of A-channels in the axon (Chen and Wong,
1991
; Maletic-Savatic et al., 1995
) allow a somatic control of
the output of the cell. For example, during arousal fewer conduction
failures may occur as a result of the depressing action of
noradrenaline on the A-current. The cascade of events and the link
between all steps remain to be determined, however.
Our results must be qualified in two important ways. We used a
homogeneous distribution of Na+ channels with one
proximal hot spot. The presence of this hot spot has recently been
reported in cultures of dissociated hippocampal cells (Dargent et al.,
1998
). However, this point needs to be confirmed in the organized
hippocampus (organotypic cultures or acute slices). Second, because of
the difficulty of recording from axons, properties of axonal channels
were assumed the same as on the soma. The model showed
A-current-dependent conduction blocks for a wide range of
Na+ channel densities. Physiologically, realistic
levels of hyperpolarization required for the block were obtained,
however, only for
GNa,max/GA,max ratios smaller than 12.
Where does the failure occur?
We showed that failure could occur only if in the axon two
conditions were met. The critical region had to be proximal to allow
deinactivation of A-channels by the hyperpolarization, but it also had
to be far enough from the area of high density of Na+ channels (i.e., area of spike generation). We
found that this region was in the proximal part of the axonal
arborization (Fig. 4). This conclusion was corroborated by the speed at
which 4-aminopyridine in the presynaptic recording pipette blocked
conduction failures. The effect of the blocking agent occurred within 2 min after somatic impalement (Debanne et al., 1997
).
This evaluation, however, must be qualified in three different ways.
The location of AP failure was determined for a given structure and for
a limited hyperpolarization (~10 mV). It is well established that
changes in parameters such as axonal morphology, membrane resistivity,
and amplitude of the applied hyperpolarization would modify the
attenuation profiles of the steady-state voltages (Rall, 1989
; Wilson,
1995
).
Temporal requirements for AP block
Two temporal parameters are critical for the A-current-dependent
block of AP propagation: the duration of the preliminary hyperpolarization and the time interval between hyperpolarization and
AP induction. Both parameters are determined by the time constant of
A-current inactivation. These temporal requirements determine the
optimal profile of the membrane potential to produce conduction failures, i.e., prolonged hyperpolarization followed by fast
depolarizing transition. Our results suggest that slow IPSPs and AHPs,
or summated fast IPSPs evoked at high frequency, would be more
efficient than single fast IPSPs to produce conduction failure.
Moreover, introduction of a subthreshold depolarization between the
prepulse and the AP was sufficient to restore propagation at short
delays that had not permitted conduction. This result underscores the
importance of the recent history of neuronal activity for the
propagation of APs along the axon. Any depolarizing event in the neuron
(such as EPSPs) could accelerate the A-channel inactivation and
consequently reduce the critical time interval during which A-current
can induce conduction block.
Physiological hyperpolarizations that produce
conduction failures
GABAA receptor-mediated IPSP of a few millivolts
blocked AP propagation both experimentally and in the simulations. It
is interesting to note that the amplitude of the simulated IPSP was smaller than the threshold for conduction block when a
hyperpolarization was induced by current. This apparent discrepancy
resulted from the additive effect of the shunt of the chloride
conductance underlying the IPSP. It further demonstrates that current
injections that are usually used to mimic EPSPs or IPSPs cannot account
for complex mechanisms of gating of AP propagation that involve
synaptic shunting.
Other physiological hyperpolarizations such as AHPs may also produce
conduction failures. Failures have been observed in cell pairs that
exhibited current-induced conduction blocks when single presynaptic APs
were elicited at a frequency of 1 Hz (D. Debanne, unpublished
observations). Vincent and Marty (1996)
reported failures of conduction
in interneurons of the cerebellum firing spontaneously at a frequency
of ~5-10 Hz. These failures were blocked by cesium, a nonspecific
K+ channel blocker. It is plausible that the AHPs
that followed each AP may reset axonal A-channels and promote
conduction block.
Consequences for the function of hippocampal networks
Conduction failures mediated by A-current activation may affect
the function of the hippocampal networks at several levels.
First, for two monosynaptically coupled neurons, conduction failures
produce a functional disconnection, as reported by Debanne et al.
(1997)
. This could impede, for example, Hebbian-like associative interactions that require synchronous presynaptic release of glutamate and postsynaptic depolarization. Conduction failure could also underlie
apparent short-term facilitation of synaptic excitation [Storm and
Lipowsky (1994)
; Debanne et al. (1997)
, their Fig. 3b].
When pairs of APs were elicited from a hyperpolarized potential, the
first AP failed to propagate because of A-current activation. When the
second AP was elicited, A-channels were inactivated by the first AP. As
a result, the second AP propagated successfully. Postsynaptically, it
produced an apparent strong paired-pulse facilitation that does not
result from the accumulation of residual calcium in presynaptic
terminals (del Castillo and Katz, 1954
). The conduction properties of
doublets of APs will be the subject of future simulation studies.
For a branching axon that contacts different postsynaptic neurons, it
was important to show that AP failed preferentially in some
collaterals. Selective conduction blocks were shown to determine
receptive field properties in sensory neurons of the leech (Gu, 1991
).
Such direct effects of propagation failures on physiological properties
are difficult to establish in hippocampal formation. However, our
simulations suggest that large axons that project on area CA1
[Schaffer collaterals (Li et al., 1994
)] may undergo conduction
failures more easily than small ones (projecting on CA3 area).
Finally, the studied phenomenon could have important consequences in
the whole hippocampal network. It has been proposed that networks of
interneurons entrain cortical, synchronized theta (4-7 Hz), and gamma
(40 Hz) activity (Lytton and Sejnowski, 1991
; Cobb et al., 1995
;
Whittington et al., 1995
). These oscillations may produce conduction
blocks because the oscillations represent the optimal condition for the
deinactivation-activation sequence of A-current. In addition,
activated A-current induces a delay of 0.5-1 msec in generation and
conduction of the AP [Segev (1990)
, their Fig. 4; Debanne et
al. (1997)
], and it introduces timing errors in the activity of the
hippocampal network. Conduction delay may increase the jitter between
the input and output of the neurons (Mar
àlek et al.,
1997
). As a result, errors in the fine temporal binding (in the
millisecond range) (Bienenstock, 1995
) would be introduced. The precise
consequences of such perturbations on the composition of cognitive
functions remain to be determined.
 |
FOOTNOTES |
Received Feb. 23, 1998; revised June 24, 1998; accepted July 1, 1998.
This work was supported by Centre National de la Recherche Scientifique
and Deutsche Forschungsgemeinschaft (I.L.K.) and a Fondation pour la
Recherche Médicale grant (D.D.). We thank Drs. H. Bras, Y. Frégnac, B. H. Gähwiler, N. C. Guérineau,
A. Herz, S. Korogod, T. Launay, and S. Tyc-Dumont for helpful
discussions and constructive criticisms on this manuscript. We are
particularly indebted to Professors B. H. Gähwiler and
S. M. Thompson for collaboration on the experiments performed at
the Brain Research Institute (University of Zurich, Switzerland) that
are briefly reported here for comparison.
Correspondence should be addressed to Dr. Dominique Debanne,
Unité de Neurocybernétique Cellulaire, UPR 9041 Centre
National de la Recherche Scientifique, 280 Boulevard Sainte Marguerite, 13009 Marseille, France.
 |
APPENDIX |
The transmembrane voltage V along the modeled structure
was calculated solving the cable equation numerically:
|
(A1)
|
where x is a coordinate and a(x)
the diameter of the structure. Cm denotes the
capacity per unit area (1 µF/cm2).
Ri is the resistivity of the cytoplasm (100
· cm). Im,
Isyn, and Iinj are
densities of transmembrane ionic current, postsynaptic current, and
polarizing current injected in the first compartment of the soma,
respectively.
For each compartment of the soma, Im was
represented as:
|
(A2)
|
and for each compartment of the axon as:
|
(A3)
|
where INa denotes the current through
excitable Na+ channels, IK
the delayed rectif