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1Department of Neurophysiology, Faculty of Medicine, Ruhr-University Bochum, D-44780 Bochum, Germany; 2Institute of Higher Nervous Activity and Neurophysiology RAS, 117865 Moscow, Russia; 3Department of Electrical Engineering and Computer Science, Technical University of Berlin, 10587 Berlin, Germany
Submitted 5 December 2003; accepted in final form 28 February 2004
| ABSTRACT |
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| INTRODUCTION |
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Several lines of evidence suggest that the results of extensive studies of synaptic transmission in the hippocampus may not be directly applicable to the neocortex. First, the short-term plasticity, as studied with evoked field potentials, differs in the hippocampus and the neocortex (Castro-Alamancos and Connors 1997
), indicating that release probabilities may be different too. Second, many of the earlier studies on release probability in the hippocampus were performed at room temperature. It has been argued that release probability at hippocampal synapses may be the same at room temperature and at temperatures >30°C (Allen and Stevens 1994
). However, this is definitely not the case for the neocortical synapses, for which low (room) temperature has been shown to depress the release of transmitter and to increase the failure rate (Hardingham and Larkman 1998
). This conclusion is supported by the results of our studies (Volgushev et al. 2000a,b
), which demonstrated that basic membrane properties, spike generation, and synaptic transmission in the neocortex are dramatically different at room temperature and in the physiological temperature range. Finally, target specificity of the properties of synaptic connections in the neocortex (Markram et al. 1998
; Reyes et al. 1998
; Thomson and Deuchars 1994
; Tsodyks and Markram 1997
) necessitate separate investigation of the synapses formed at different classes of postsynaptic target cells. Therefore we set out to examine the release probability at glutamatergic synaptic inputs to layer IIIII pyramidal cells in the visual cortex, using the MK-801 method. Our aims were, first, to assess the distribution of probabilities of transmitter release and, second, to compare the release probabilities at different temperatures.
| METHODS |
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Slices of the visual cortex of P23P40 Wistar rats (Charles River GmbH, Suzfeld, Germany) were prepared as described elsewhere (Volgushev et al. 2000a,b
). The rats were anesthetized with ether and decapitated, and the brain was rapidly removed and put into an ice-cold oxygenated solution. Frontal slices (350400 µm thick) of the visual cortex were cut with a vibrotome (TSE, Kronberg, Germany). After
1 h recovery in an incubator at room temperature a slice was placed in the recording chamber.
Recording and data analysis
Recordings were made with the slices in submerged conditions. The perfusion medium contained (in mM) 125 NaCl, 2.5 KCl, 2 CaCl2, 1.5 MgCl2, 1.25 NaH2PO4, 25 NaHCO3, 25 D-glucose, 0.5 L-glutamine, and 0.001 glycine and was aerated with 95% O2-5% CO2 bubbles. Temperature in the recording chamber was varied within a range of 2036°C and monitored with a thermocouple positioned close to the slice, 23 mm from the recording site. During the recording, temperature was either held constant throughout the experiment, or, when changed from
2224°C to >33°C, left for several minutes to reach the equilibrium state. Calibrations found that, under these conditions, the temperature measured in the bath close to the slice was within 0.4°C of the within slice temperature.
Patch-electrodes were filled with a solution containing (in mM) 127 K-gluconate, 20 KCl, 2 MgCl2, 2 Na2ATP, 10 HEPES, and 0.1 EGTA and had a resistance of 37 M
. Whole cell recordings were made from pyramidal neurons in layers IIIII in slices of rat visual cortex. Pyramidal cells were selected under visual control using Nomarski optics and infrared videomicroscopy (Dodt and Zieglgänsberger 1990
; Stuart et al. 1993
) with Axoclamp-2A (Axon Instruments). Reliability of the identification of the pyramidal cells has been proved in our previous work by labeling the recorded cells with biocytin and morphological reconstruction (Volgushev et al. 2000a,b
). Synaptic responses were evoked by electric shocks applied through bipolar stimulation electrodes located 0.51.5 mm below or lateral to the recording site (Fig. 1). The stimulation intensity was set to produce small responses without failures. To isolate NMDA receptor-mediated currents, 6,7-Dinitroquinoxaline-2,3-dione, DNQX, 5 µM) and picrotoxin (50 µM) were added to the medium, and cells were held at 50 to 55 mV during the recording.
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The probability of transmitter release was calculated from the rate of exponential decay of the amplitude of the consequent evoked NMDA receptor-mediated currents in the presence of an MK-801, a blocker of open NMDA receptor-gated channels (Huettner and Bean 1988
), as following (Hessler et al. 1993
; Huang and Stevens 1997
; Rosenmund et al. 1993
).
From equations
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![]() | (1) |
is decay constant; p is release probability; and FB, is fraction of NMDA channels blocked at a synapse, which released transmitter. The decay constant of the response amplitude blockade was calculated from the plots of the response amplitude against stimulus number.
Chemicals
The chemicals were obtained from the following sources. Sigma (Deisenhofen, Germany): biocytin, EGTA, HEPES, K-gluconate, L-glutamine, Na2ATP, tetrodotoxin, DNQX, picrotoxin; Tocris Cookson (Bristol, UK): DNQX, MK-801 maleate. The remaining chemicals were from J.T. Baker B.V., Deventer, Holland.
| RESULTS |
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We have used the MK-801 method (Hessler et al. 1993
; Huang and Stevens 1997
; Rosenmund et al. 1993
) to calculate the release probability at synaptic connections to layer IIIII pyramidal cells in rat visual cortex. Our basic experimental protocol is illustrated in Fig. 1. Test stimuli that evoked small NMDA receptor-mediated excitatory postsynaptic currents (EPSCs) in the recording cell were applied in alternation at two stimulation sites (S1 and S2 in Fig. 1). After recording stable control responses for 510 min, test stimulation was stopped and an irreversible blocker of open NMDA channels, MK-801, was added to the recording medium at a final concentration of 2080 µM. After 710 min of wash-in to let the MK-801 penetrate the slice and spread evenly, test stimulation was resumed.
In the presence of MK-801 the test EPSCs changed in two ways. First the amplitude of the responses to consequently applied stimuli progressively decreased (Fig. 1). The decrease of the response amplitude was fitted with a mono-exponential function and the decay constant was calculated (see following text). Second, the shape of individual EPSCs changed. Each individual EPSC decayed faster than in the control medium (Fig. 2A), reflecting the dynamics of the block of the open NMDA receptor-gated channels by the MK-801 during the response (Huettner and Bean 1988
). This process can be simplistically described with the following kinetic model (Huang and Stevens 1997
; Rosenmund et al. 1993
). In control medium, when glutamate is bound to the NMDA receptor, the channel gated by that receptor could be in open or closed state, and glutamate could unbind from the receptor (Fig. 2, inset). The EPSC kinetics depends on the dynamic balance among these states. When MK-801 is present in the medium, it blocks irreversibly some of the open channels, thus accelerating the EPSC decay. Despite its simplicity, this model describes the EPSC kinetics reasonably well, and it has been applied successfully for calculating the fraction of blocked channels (FB) in response to single stimuli in different preparations (Huang and Stevens 1997
; Rosenmund et al. 1993
). We have used the same model and calculated the FB as follows. The four-state model was fitted to the recorded EPSCs in two steps. First, we fitted the EPSC recorded in control medium with the model consisting of three states: unbound, closed, open. With these parameters determined and fixed, an additional state (blocked) was added to the model, and EPSCs in the presence of MK-801 were fitted. Thus all parameters describing the first three states (unbound, closed, open) were the same for the both procedures. From these fits, the fraction of channels, which are blocked during a single response, was calculated as
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Release probability at 3236°C
Figure 3 shows two typical examples of the MK-801 blocking function at temperatures >32°C. The amplitude of EPSCs remained stable in the control but decayed gradually after MK-801 was washed in to the final concentration of 20 µM. After
5060 stimuli in the presence of the MK-801, the EPSCs were blocked completely (black, Fig. 3, A1 and B1). The complete blockade of the responses shows that the EPSCs were mediated by the NMDA receptor-gated channels.
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= 25.1 (Fig. 3A2). Using the
and the respective FB value in the equation [1], the release probability at this synaptic connection is P = 0.13. In another example (Fig. 3B) the blockade of the EPSC amplitude occurred faster, with the decay constant
= 14.8, which corresponds to a release probability of P = 0.23. Altogether we have analyzed 65 synaptic connections at temperatures >32°C. In these connections, the constant of the response decay in the presence of MK-801 varied from 7.6 to 64.7. This corresponds to a range of release probabilities from 0.05 to 0.43. On average, the release probability at these synapses was 0.171 ± 0.012 (mean ± SE, n = 65), with a median of 0.148.
Release probability at room temperature (2225°C)
Because many of the earlier studies on synaptic transmission were performed at room temperature, we repeated, for the purpose of comparison, the experiments described above but at room temperature (2225°C). Typical examples of the MK-801 blocking functions are shown in Fig. 4. In the Fig. 4A, the blockade of the NMDA receptor-mediated postsynaptic responses occurred very slowly with a decay constant
= 49.4. This corresponds to a probability of transmitter release P = 0.06. In the synaptic connection in the other example (Fig. 4B), the blockade occurred faster with the decay constant
= 19.7, which corresponds to a release probability P = 0.14. Similar to experiments performed at higher temperatures, the synaptic responses were completely blocked by the MK-801 (Fig. 4, A2 and B2), showing that the responses were mediated by NMDA receptor-gated channels.
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Potentiation of synaptic transmission by temperature increase
In the next series of experiments, we have checked whether the probability of transmitter release at a synapse increases on warming of the slice from room temperature to temperatures >32°C. We recorded synaptic responses at room temperature, then stopped the test stimulation and washed in the MK-801. During the 7- to 10-min period of washing in the blocker, we increased the temperature in the recording chamber to 3334°C. When the test stimulation was started again, the amplitude of first EPSCs had increased dramatically, but the responses were blocked very rapidly by the MK-801 (Fig. 5A). In the example shown in Fig. 5A, the decay constant of the response blockade was
= 11.3, which corresponds to a release probability of P = 0.29. An enhanced response and its rapid block by MK-801 was observed in all 17 experiments made with this protocol. The release probability in these experiments ranged from 0.21 to 0.67, with an average of 0.428 ± 0.012 (n = 17) and a median of 0.411. This is significantly higher than the release probability measured at constant temperatureeither at room temperature or at 3236°C (P < 0.001 for both comparisons).
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In some experiments, enhancement of the synaptic transmission due to the temperature increase led to appearance of fast non-NMDA responses. In the cell in Fig. 5, B1B3, the late component of the increased response was blocked by MK-801 (Fig. 5, B2). However, a fast response component remained even after the late response component was blocked completely (Fig. 5B1, rightmost response) and the MK-801 effect on the response amplitude reached a plateau (Fig. 5B, 2 and 3). This fast response component could represent residual glutamatergic non-NMDA response, which was not blocked completely by 5 µM DNQX, or be of nonglutamatergic nature. Two reasons indicate, that this component was not GABAergic. First, picrotoxin was always added to the recording medium throughout the experiment, and second, the recorded current was inward and not outward at holding potential between 50 and 55 mV.
We did not perform experiments with the opposite protocol, i.e., changing the temperature from 3236°C to room temperature for the following reason. At room temperature, the release probabilities at the low end of the distribution (see following text, values of 0.040.06) already reach the limit of detectability. Therefore even if an "undershoot" decrease of the release probability on temperature decrease occurred, it might have remained undetected.
Summary data: comparison of the transmitter release probability at temperatures >32°C and at room temperature
Comparison of the time course of the blockade of the NMDA receptor-mediated synaptic responses in the presence of 20 µM MK-801 at different temperatures shows that the blockade occurred faster at temperatures >32°C than at room temperature. The averaged decay constant of the response blockade was significantly higher at room temperature than at temperatures >32°C (34.12 ± 3.28 against 24.56 ± 1.7, Kolmogorov-Smirnov test P = 0.023, Mann-Whitney test P < 0.006). The time course of the response blockade with these averaged decay constants is shown in Fig. 7C. The calculated probabilities of transmitter release were significantly higher in synaptic connections studied at >32°C than at room temperature (0.171 ± 0.012, n = 65 against 0.123 ± 0.009, n = 54; P = 0.036, Kolmogorov-Smirnov test; P < 0.001 Mann-Whitney test).
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0.04, and there is little if any difference between them at probability values <0.1. At room temperature, the release probability was typically <0.2. Only in 6/54 (11%) synaptic connections was P > 0.2, and in only 3/54 cases (5%) it was >0.25. At temperatures >32°C, although the majority of the probability values were also <0.2, higher values were more often encountered. Release probabilities >0.2 were found in 18/65 (28%), and P > 0.25 in 13/64 (20%) of the synaptic connections studied at >32°C. Thus the main difference between the two temperature ranges is the presence of a substantial portion of synapses with higher release probability at 3236°C. Figure 7 demonstrates also a clear enhancement of the release probability after the temperature increase in the recording chamber from 2324 to 3335°C (diamonds in Fig. 7A and 7B, middle). The distribution of the release probabilities measured under these conditions is clearly shifted to the right as compared with any of the other two, room temperature and "warm" distributions.
| DISCUSSION |
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Technical considerations
Calculation of the release probability from the dynamics of response blockade by MK-801 has two potentially weak points: first, calculation of the fraction of receptors, which is blocked during one synaptic response (FB), and second, possible contribution of multiple release sites with nonuniform release probability to the synaptic responses.
In earlier studies, estimation of the fraction of the NMDA receptor channels, that is blocked during one synaptic response in the presence of MK-801 (FB), was made for synaptic transmission between hippocampal cells in culture (Rosenmund et al. 1993
) and in slices (Hessler et al. 1993
; Huang and Stevens 1997
) at room temperature. It was suggested, on the basis of indirect evidence, that for the synapses in somatosensory cortex, the FB might be similar to that in the hippocampus (Castro-Alamancos and Connors 1997
). Our results are in agreement with that conclusion and show that FB at neocortical synapses is indeed similar to that at synapses in hippocampal slices. We found that at room temperature and for different concentrations of the MK-801 the FB was in the range from 29 to 45%. Both, the range of the FB values as well as their dependence on the MK-801 concentration are similar to those reported earlier for hippocampal synapses (Hessler et al. 1993
; Huang and Stevens 1997
). At temperatures >32°C, the FB values were in a similar range and also concentration dependent. Similarity of the FB values obtained in the two temperature ranges suggests that possible acceleration of the kinetics of the channel blockade with MK-801 at temperatures >32°C was compensated by the shorter channel open times. This is consistent with reports of temperature effects on NMDA receptor-gated channel open times in in cerebellar granule cells: mean open time of 600 µs at 24°C reduced almost by half to 350 µs at 32°C (Silver et al. 1996
; Wyllie et al. 1993
). Further discussion and detailed evaluation of the FB estimation can be found in the earlier studies (Hessler et al. 1993
; Huang and Stevens 1997
). The close correspondence of our results on FB estimation to those reported earlier by different groups (Hessler et al. 1993
; Huang and Stevens 1997
) shows reliability of the approach used.
Another potential concern with application of the MK-801 method is related to the stimulation of several synapses with different release probabilities. In fact, this problem is inevitably present in any electrophysiological experiment. Even with recording from pairs of synaptically connected cells the postsynaptic response is usually due to activation of several synapses with different release probabilities, since in the neocortex each presynaptic fiber makes several synaptic contacts on the postsynaptic cell (e.g., Deuchars et al. 1994
; Markram et al. 1997
). With our weak extracellular stimulation, a set of synapses originated from few presynaptic fibers was activated. We have evaluated the performance of the MK-801 method in a situation, when a set of synapses contributes to the response in a simulation study (Mukovski and Volgushev, unpublished results). When the release probabilities at the contributing synapses differ by <20% from each other, the MK-801 method gives as an estimated release probability, approximately the mean of the probability at contributing synapses. With the increasing difference between release probabilities at individual synapses, the estimated value shifts toward the highest release probability within the activated set of synapses. This shift is due to the fact that synapses contribute to the control response in proportion to their release probability. As a result, estimation of the release probability from the dynamics of the MK-801 blockade is dominated by the high probability synaptic contacts. In our experimental data, we did not find evidence for the cases, in which responses could have been composed by two groups of synapses with extremely different release probabilities (<0.05 and >0.5), with high contribution of the group of the low probability synapses. This is indicated by the fact that typically, after 6070 stimuli in the presence of MK-801 the responses decreased to <10% of the initial amplitude. With a substantial (>30%) contribution of synapses with low probability, the blockade should have been slower, and the residual response larger. Further arguments for the capability of the MK-801 method to detect underlying differences in the release probabilities on the basis of compound synaptic responses come from earlier studies, where it was applied in the situations which are known to change the probability of transmitter release. It was demonstrated, that addition of Cd2+ to the recording medium (Hessler et al. 1993
), change of the extracellular Ca2+ concentration or stimulation with paired pulses (Huang and Stevens 1997
) altered the dynamics of the MK-801 blockade in the expected way. Taken together, these data demonstrate that even when sets of synapses are stimulated, the MK-801 method provides a realistic estimation of the release probability and is suitable for detecting differences in release probability.
Distribution of release probabilities at neocortical synapses
Our study revealed a broad heterogeneity of the probabilities of transmitter release at glutamatergic synapses in connections to pyramidal cells in the supragranular layers of the rat visual cortex. The distribution of the release probabilities is skewed with a predominance of values <0.2 and only few values >0.3. Because no published data are available for direct comparison, we can relate our findings only to the results obtained from other structures and other synaptic connections. In the neocortex, few available estimations of the release probability in the somatosensory cortex show that the release probabilities, even at the synapses formed by the same axon, may vary considerably, and depend on the postsynaptic target (Markram et al. 1997
, 1998
; Reyes et al. 1998
; Tsodyks and Markram 1997
). A recent study reports very high release probability,
0.8 on average, at synaptic connections between layer 4 stellate cells and layer 2/3 pyramidal neurons in the barrel cortex (Silver et al. 2003
). At glutamatergic cortical synapses on CA1 pyramidal cells in the hippocampus, release probability has been estimated with several methods. The analysis of the response amplitude fluctuations with different variants of quantal analysis revealed release probabilities over the whole possible range, from well <0.1 to almost 1 (e.g., Allen and Stevens 1994
; Bolshakov and Siegelbaum 1995
; Stricker et al.1996
; Voronin et al.1992
; but see Bekkers 1994
; Redman 1990
for problems associated with the quantal analysis methods). Early studies of the release probability at hippocampal synapses using the MK-801 method led to the conclusion that the distribution of the release probabilities at hippocampal synapses in culture and in slices is bimodal, with one peak <0.1 and the other one
0.350.55 (Hessler et al. 1993
; Rosenmund et al.1993
). The bimodal distribution of the release probabilities contradicts, however, the estimations obtained with quantal analysis and with measuring the rates of uptake and release of the fluorescent dye FM1-43, which binds to the membrane of synaptic vesicles. With that latter technique, Murthy et al. (1997)
found a continuous distribution of release probabilities at individual autaptic synapses in the culture of hippocampal cells. In addition, Rosenmund et al. (1993)
pointed out that their data and analysis did not exclude the possibility of a continuous distribution of the release probabilities. A re-examination of that issue in hippocampal slices showed that indeed, the MK-801 blocking functions are consistent with a continuum of release probabilities (Huang and Stevens 1997
).
Our data show, that as in other structures studied so far, the release probability at synapses on pyramidal cells in the supragranular layer of the visual cortex vary considerably from one connection to the other. The distribution of the release probabilities is continuous covering the range of probabilities up to
0.4 but with a strong predominance of low values <0.2. It should be noted that similarly to other methods based on the recording of synaptic responses, we might have underestimated the number of connections with very low release probabilities, such that the real distribution may be skewed further toward low values. We did not find synaptic connections with release probabilities >0.5, although earlier data on all-or-none EPSPs in the visual cortex were indicative of that possibility (Stratford et al. 1996
; Volgushev et al. 1995
). This apparent discrepancy could be resolved by the existence of a mechanism which synchronizes the release from several release sites (Volgushev et al. 1995
). If that mechanism of release synchronization involves ephaptic feedback (Voronin et al. 1999
), it might have been disrupted by the application of the AMPA-receptor antagonist DNQX, which was used in our experiments to isolate the NMDA receptor-gated component.
Release probability and recording temperature
We have demonstrated, that at room temperature the probability of transmitter release is lower, than at temperatures close to physiological range (>32°C). Thus data obtained at room temperature do not represent the whole range of the release probabilities found at higher temperatures. This conclusion is supported by the earlier data on the increase of the failure rate, decrease of the frequency of spontaneous miniature EPSPs, and changes of other indices of presynaptic release at low temperature (Hardingham and Larkman 1998
). Higher release probability at higher temperature could be due to a faster influx of Ca2+ and thus a steeper raise of the Ca2+ concentration in the presynaptic fibers during an action potential (Sabatini and Regehr 1996
). This alteration of the dynamics of the calcium influx may also explain a marked increase of the latency of synaptic responses at low temperature (Hardingham and Larkman 1998
; Sabatini and Regehr 1996
; Volgushev et al. 2000a
). Taken together with the results of our previous studies on a pronounced temperature dependence of basic membrane properties, spike generation and synaptic transmission in the neocortex (Volgushev et al. 2000a,b
), the present results stress that data gained at close to physiological temperatures are most relevant for drawing conclusions about synaptic function in vivo.
We did not find synaptic connections with release probabilities >0.5. This contrasts with a report by Hardingham and Larkman (1998)
, who analyzed statistics of amplitude distributions. The discrepancy could be at least partially due to a Ca2+/Mg2+ ratio almost half of that in the earlier study (2/1.5 as compared with 2.5/1 in the study by Hardingham and Larkman). This ratio is known to decrease release probability. Furthermore the studies differ considerably in their temperature regimes. We performed our main experiments under constant temperatureeither high or low, because the block by MK-801 is irreversible and the release probability at a given synaptic connection can be calculated only once. In contrast, Hardingham and Larkman (1998)
varied temperature during the recording session, which may have lead to potentiation of release on warming (see following text).
Interestingly, when temperature was increased acutely, within minutes, the release probability increased overproportionally. When estimated within few minutes of the temperature increase, the release probability values were significantly higher than those at similarly high temperatures that were held constant throughout the experiment. Fifteen to 25 min after the temperature increase, the release probability decreased again, approaching the expected range. This transient enhancement of the transmitter release could be due to a transient increase of the vesicle refilling rate and an overfilling of the readily releasable pool of vesicles on warming, as reported in other preparations (Dinkelacker et al. 2000
; Pyott and Rosenmund 2002
). Appearance in some cases after the warming of fast responses indicates that the temperature increase had indeed facilitated release but was not due to potentiation of postsynaptic NMDA receptor-gated channels. If a similar increase of the release probability occurs in the hippocampus, this finding has important implications for studies of long-term plasticity. In in vivo studies, the transient increase of the release probability may be one of the factors responsible for the enhancement of the field potentials in the dentate gyrus, associated with increased brain temperature (Andersen and Moser 1995
; Erickson et al. 1996
; Moser et al. 1993
). Further, the warming-induced enhancement of the release points to possible mechanisms of an otherwise unexplained finding that in hippocampal slices, a transient warming may lead to potentiation of field potentials after the temperature is returned to the control level (Buldakova et al. 1995
; Masino and Dunwiddie 2000
). In this scenario, the potentiation by warming could be either induced during a short-lasting dramatic enhancement of the release on the acute warming or it may reflect a prolonged but moderate residual increase of the release probability.
| GRANTS |
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| ACKNOWLEDGMENTS |
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| FOOTNOTES |
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Address for reprint requests and other correspondence: M. Volgushev, Ruhr-University Bochum, Dept. of Neurophysiology, MA 4/149, D-44780 Bochum, Germany (E-mail: maxim{at}neurop.ruhr-uni-bochum.de).
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