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REPORT
1Department of Psychology, University of Otago, Dunedin, New Zealand; 2Knowledge Engineering and Discovery Research Institute, Auckland University of Technology, Auckland, New Zealand; and 3Department of Applied Informatics, Faculty of Mathematics, Physics and Informatics, Comenius University, Bratislava, Slovakia
Submitted 6 March 2007; accepted in final form 25 May 2007
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ABSTRACT |
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INTRODUCTION |
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One difference between in vivo and in vitro dentate gyrus preparations may be the degree of resting activity in the presynaptic axons. Typically resting activity is low in the slice preparation and certainly in the dentate gyrus the perforant path axons are expected to be completely quiescent as their cell bodies of origin in the entorhinal cortex have been cut off during slice preparation. In contrast, entorhinal cortical neurons afferent to the dentate gyrus exhibit resting activity on the order of 2–8 Hz in the anesthetized preparation (Dickson et al. 1994
; Gloveli et al. 1997
). Could such ongoing activity contribute to het-LTD induction in vivo? In a recent computational model of dentate synaptic plasticity that merges principles of the Bienenstock, Cooper, and Munro (BCM) model (Bienenstock et al. 1982
) and spike-timing dependent plasticity, we observed that simulated het-LTD in the lateral perforant path synapses could be readily induced when the medial perforant path was given LTP-inducing stimulation (Benuskova and Abraham 2007
). However, induction of such apparent het-LTD may in fact have required activity in the depressed pathway during medial path high-frequency stimulation (HFS) because this model incorporates a parameter for ongoing synaptic activity in the lateral path at a rate of 8 Hz as observed experimentally (Frank et al. 2001
). The results from this modeling prompted us to address more carefully the role of resting activity in het-LTD through experimental hypothesis testing and further modeling. Our results indicate that apparent het-LTD in vivo is in fact a form of hom-LTD, dependent on activity in the depressed pathway.
Adult male Sprague-Dawley rats (2–4 mo) were anesthetized with urethan (1.5 g/kg ip) and prepared for stereotaxic implantation of medial and lateral path stimulation electrodes plus an extracellular field potential recording electrode in the dentate hilus, as previously described (Christie and Abraham 1992
) and as approved by the University of Otago Animal Ethics Committee. The lateral path stimulating electrode was glued to a 30-gauge stainless steel cannula such that it projected
0.5 mm below the cannula. The cannula was attached via polyethylene tubing to a syringe pump (Harvard Apparatus, Holliston, MA) for microinjection of either procaine (200 mg/ml) or phosphate-buffered saline (PBS) vehicle. The medial and lateral path electrode positions were adjusted to maximize evoked field potentials with the electrophysiological signatures of each pathway, including waveshape and paired-pulse responses, as previously described (Abraham and Goddard 1983
; Abraham et al. 2001
).
Low-frequency baseline stimulation (150–600 µA, 150-µs pulse duration) alternated between the two perforant pathways at 15-s intervals. When the responses were stable for 30 min, either PBS or procaine (0.25 µl) was injected into the lateral path over a 2.5-min period. HFS, consisting of 50 trains (400 Hz, 25 ms, 250-µs pulse duration) given in sets of five trains at 0.1 Hz (1 min between sets), was given to the medial path 5 min after solution injection. Test shocks at the baseline intensity and frequency were resumed for a further 60-min recording period. The slope of the field excitatory postsynaptic potentials (fEPSPs) was measured for both the medial and lateral path responses and expressed as a percentage change from the average baseline value prior to injection. Statistical comparisons between groups were made by Student's t-test, with a significance level set at 0.05. All data are expressed as means ± SE.
For modeling heterosynaptic plasticity in the dentate gyrus, we used the computational model described in Benuskova and Abraham (2007)
, in which one model neuron represents the whole population of experimentally tested granule cells. The model neuron is the Izhikevich spiking neuron (Izhikevich 2003
) with two input pathways, the lateral and medial perforant paths. Each input is characterized by a certain number of input fibers engaged by stimulation and by the synaptic weight of each fiber. Synapses modify according to a spike-timing-dependent plasticity (STDP) rule. We made the size of STDP windows for LTP and LTD changeable as a function of the previous average of postsynaptic activity of the model granule cell according to the relation proposed for the BCM moving LTD/LTP threshold (Bienenstock et al. 1982
). Less average activity in the past leads to a bigger timing window for potentiation and a smaller window for depression, and vice versa.
In the model's control condition, where simulated ongoing activity was present at both input pathways, medial HFS led to medial path LTP and lateral path het-LTD (Fig. 1, A and B), similar to that observed experimentally (Abraham et al. 2001
). The requirement for presynaptic activity to generate LTD in the lateral path following medial path HFS was tested by setting the lateral path resting and evoked activity parameters to zero for a 5-min period prior to the simulated HFS and for the subsequent testing period. As can be seen in Fig. 1A, this parameter change had no influence on the induction of LTP in the medial path but completely prevented the development of LTD in the lateral path (Fig. 1B) as detected by monitoring the total synaptic weights corresponding to the medial and lateral paths, respectively. Thus in the model, induction of apparent "heterosynaptic" LTD in the lateral path actually is dependent on activity in that pathway.
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85%, whereas the medial path response was not reduced at all. HFS was given to the medial path during maximal inhibition of the lateral path response (Fig. 2). As expected, procaine delivery had no effect on the degree of LTP elicited in the medial path measured 60-min post-HFS compared with saline vehicle-treated controls (37 ± 5%, n = 7 vs. 37 ± 4%, n = 7, respectively, n.s.; Fig. 2A). In contrast, the degree of lateral path response suppression in the same animals at this time point was reduced in the procaine-treated group (–10 ± 6%, n = 7) compared with the control group (–24 ± 3%, n = 7; P < 0.05; Fig. 2B). When a second medial path HFS was delivered, the control group showed no further lateral path LTD. Likewise, the second HFS in the procaine group generated no LTD; rather, the lateral path response continued to return toward baseline (–5 ± 8%, n = 6).
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Taken together, the findings from both the computational modeling and the electrophysiological experimentation strongly support the view that so-called "het-LTD" in the dentate gyrus in vivo actually is a form of hom-LTD that requires presynaptic activity in the depressed pathway during the period of LTD induction. In the case of the modeling, this is not surprising because the model does not include a parameter that would permit LTD induction in the absence of presynaptic activity. However the model was instructive because it demonstrated that resting activity in one pathway is in principle sufficient to induce LTD when local conditions are altered by the HFS in a separate pathway. In the model, medial path HFS generates a period of time when the lateral path activity is decorrelated with granule cell firing and thus more susceptible to spike-timing-dependent LTD. The experimental work confirmed that resting activity in the to-be-depressed synapses is necessary for LTD induction as block of resting activity in the lateral path by procaine (gauged by the loss of stimulus-evoked responses) was sufficient to prevent LTD. In contrast, procaine delivery had no effect on medial path LTP, nor on the metaplastic inhibition of LTP and LTD induction by a second HFS. One cautionary note to these interpretations is that the present experiments were conducted in urethan-anesthetized animals. We predict that similar mechanisms account for het-LTD in awake animals, but this remains to be tested.
The presence of ongoing presynaptic activity in vivo raises the question of why it does not cause hom-LTD under these resting conditions and therefore occlude further depression as induced experimentally. In the model, as noted in the preceding text, the modification threshold has settled at a point where LTD and LTP are balanced and no net change occurs (Benuskova and Abraham 2007
). HFS leads to desynchronization of medial and lateral path presynaptic activity and therefore reduced co-occurrence of presynaptic activity and postsynaptic spiking during the STDP window for potentiation. Net LTD thus occurs. This may explain the pattern of results in vivo, but other interpretations are also possible. For example, there may be a modifiable threshold for LTD (Artola and Singer 1993
) that is driven to the right by spontaneous activity until such activity is incapable of inducing LTD. Hom-LTD in this case would require more synchronized and therefore depolarizing presynaptic activity than occurs spontaneously to be induced (see also Kerr and Abraham 1995
). To cross this LTD threshold, it may take the medial path HFS to drive the threshold transiently to the left and thereby permit basal activity to elicit LTD. Alternatively, it is conceivable that lateral path activity is increased transiently through polysynaptic activation of this pathway during medial path HFS.
The requirement for presynaptic activity to induce "het-LTD" helps explain why it has been easier to observe in the dentate gyrus of intact animals than in the dentate gyrus slice preparation for which there have been no reports of het-LTD to our knowledge. This mechanism also appears to contribute to het-LTD described in polysynaptic visual pathways of anesthetized kittens (Tamura et al. 1992
). Het-LTD has been reported, however, in hippocampal CA1 slices, particularly under conditions of very strong stimulation and postsynaptic depolarization (Abraham and Wickens 1991
; Scanziani et al. 1996
). It may be that under these conditions there is a very large shift in the modification threshold such that very low levels of resting activity in CA3 pyramidal cells, or even spontaneous release of transmitter at the Schaffer collateral terminals, is sufficient to elicit the LTD. Alternatively, under these conditions a true het-LTD at nonactive synapses may be generated through sufficient calcium mobilization postsynaptically, as theorized by Artola and Singer (1993)
or else a diffusible signal for LTD induction is released by neighboring cells (Scanziani et al. 1996
).
The LTD evoked in the present experimental study appears to be a hybrid form of LTD akin to previously described associative LTD (Christie and Abraham 1992
; Debanne et al. 1994
; Stanton and Sejnowski 1989
). Here presynaptic activity is normally insufficient to cause plasticity, but it has the capability to do so when conditions are associatively altered by activity in a second pathway, in this case medial path HFS. In our model, the key alteration induced by the HFS is a decorrelation of lateral path presynaptic activity and granule cell postsynaptic activity (Benuskova and Abraham 2007
). Regardless of the actual mechanism, these findings point to a complex dynamism of the plasticity properties of perforant path synapses that is a function of activity in all the afferent pathways.
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GRANTS |
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FOOTNOTES |
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Address for reprint requests and other correspondence: W. Abraham, Dept. of Psychology, Box 56, University of Otago, Dunedin, New Zealand (E-mail. cabraham{at}psy.otago.ac.nz)
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