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Logo of nihpaAbout Author manuscriptsSubmit a manuscriptHHS Public Access; Author Manuscript; Accepted for publication in peer reviewed journal;
 
Prog Brain Res. Author manuscript; available in PMC 2010 April 15.
Published in final edited form as:
PMCID: PMC2855241
NIHMSID: NIHMS187194

New Tricks for an Old Slug: The Critical Role of Postsynaptic Mechanisms in Learning and Memory in Aplysia

Abstract

The marine snail Aplysia has served for more than four decades as an important model system for neurobiological analyses of learning and memory. Until recently, it has been believed that learning and memory in Aplysia were due predominately, if not exclusively, to presynaptic mechanisms. For example, two nonassociative forms of learning exhibited by Aplysia, sensitization and dishabituation of its defensive withdrawal reflex, have been previously ascribed to presynaptic facilitation of the connections between sensory and motor neurons that mediate the reflex. Recent evidence, however, indicates that postsynaptic mechanisms play a far more important role in learning and memory in Aplysia than formerly appreciated. In particular, dishabituation and sensitization depend on a rise in intracellular Ca2+ in the postsynaptic motor neuron, postsynaptic exocytosis, and modulation of the functional expression of postsynaptic AMPA-type glutamate receptors. In addition, the expression of the persistent presynaptic changes that occur during intermediate- and long-term dishabituation and sensitization appears to require retrograde signals that are triggered by elevated postsynaptic Ca2+. The model for learning-related synaptic plasticity proposed here for Aplysia is similar to current mammalian models. This similarity suggests that the cellular mechanisms of learning and memory have been highly conserved during evolution.

1. Introduction

When Eric R. Kandel was awarded the Nobel Prize in Physiology or Medicine in 2000, the field of Aplysia learning and memory appeared to have reached its apogee. In his Nobel Prize lecture, published as an essay in Science, Kandel (2001) masterfully summarized the general insights gained from over forty years of work by his laboratory and others on the cellular mechanisms of memory in the marine snail, Aplysia. As illustrated in Figure 1, taken from the Science essay, Kandel’s scheme for learning-related synaptic changes in Aplysia focused almost entirely on presynaptic mechanisms of plasticity. Specifically, Kandel proposed that during behavioral sensitization, the form of learning that has been the most studied in Aplysia, a monoaminergic transmitter, serotonin (5-HT), is released within the central nervous system (CNS) of Aplysia; 5-HT then binds to receptors on the sensory neurons that innervate the siphon and gill of Aplysia; and, as a result, a cascade of intracellular changes are initiated in the sensory neurons. These changes involve activation of protein kinases, and, in some cases, activation of genes and synthesis of new proteins. The cellular consequence of these changes is an enhancement of the release of transmitter from the terminals of the sensory neurons. According to the Kandelian model, it is this enhancement of neurotransmitter release, referred to as presynaptic facilitation that is responsible for the behavioral enhancement during sensitization.

Fig. 1
Presynaptic cellular model for short- and long-term sensitization in Aplysia. See the text for details. From (Kandel, 2001).

Some version of the diagram in Figure 1 can be found in practically every introductory textbook in neuroscience. Indeed, the cellular models that have been generated for simple forms of learning and memory, including habituation, sensitization, and classical conditioning, in Aplysia are widely regarded as one of the triumphs of modern neuroscience. Several of the mechanisms that have been proposed to explain learning in Aplysia—perhaps most prominently, gene transcription triggered by the transcription factor cyclic cAMP response element–binding protein (CREB) (Dash et al., 1990; Kaang et al., 1993)—are not unique to this mollusk, but have been shown to be important for learning several other important model organisms in neuroscience, including Drosophila (Yin et al., 1995; Yin et al., 1994), mice (Alarcon et al., 2004; Bozon et al., 2003; Kida et al., 2002; Kogan et al., 1997), and rats (Brightwell et al., 2004; Josselyn et al., 2001).

Despite the impressive advances toward an understanding of the mechanisms of learning and memory made in Aplysia, it has become increasingly evident that the scheme depicted in Figure 1 is deficient. In particular, postsynaptic mechanisms, which have until relatively recently have been either completely ignored or given short shrift in cellular models of dishabituation and sensitization in Aplysia, are indispensable to these forms of learning. Furthermore, as described below, new work reveals an unexpected and striking similarity between the postsynaptic mechanisms that underlie dishabituation/sensitization in Aplysia and those that underlie prominent forms of synaptic plasticity and learning in mammals. This similarity suggests that there has been remarkably little change in the biological machinery of memory during the past 555 million years, the approximate period since the last common protostome-deuterostome ancestor (Erwin and Davidson, 2002). Here I review the recent evidence that necessitates a revision of the presynaptic model of dishabituation/sensitization in Aplysia, and propose a new model that integrates pre- and postsynaptic mechanisms.

2. Different Phases of Memory in Aplysia

2.1 Behavioral results

To reduce stylistic awkwardness, I will use the term sensitization below to refer to both dishabituation and sensitization, unless otherwise specified. These two cognate forms of nonassociative learning in Aplysia are mediated by similar, albeit not entirely identical, mechanisms (see Antonov et al., 1999, 2005; Cohen et al., 1997; Glanzman et al., 1989b; Hochner et al., 1986; Mackey et al., 1987; Marcus et al., 1988; Rankin and Carew, 1988; Wright et al., 1991).

Aplysia exhibits a defensive withdrawal reflex of its gill and siphon that can be sensitized by noxious stimuli, such as electrical shocks applied to the animal’s skin (Carew et al., 1971; Pinsker et al., 1970). Repeated application of noxious stimulation can produce sensitization of the withdrawal reflex that persists for days-to-weeks (Frost et al., 1985; Pinsker et al., 1973). Classically, memory for sensitization of the withdrawal reflex has been divided into two phases, short-term memory (STM) and long-term memory (LTM). LTM has been distinguished from the STM by its requirement for protein synthesis and gene transcription (Castellucci et al., 1989; Goelet et al., 1986). In addition, LTM, unlike STM, involves the growth of new synaptic connections between the sensory and motor neurons that mediate the withdrawal reflex (Bailey, 1999; Bailey et al., 1996; Bailey and Chen, 1983; Bailey and Chen, 1988a; Bailey and Chen, 1988b; Bailey and Chen, 1989; O'Leary et al., 1995; Wainwright et al., 2002). Indeed, it seems likely that the protein synthesis and gene transcription that accompany LTM are involved, in part, in the construction of new sensorimotor synapses (see Bailey et al., 1992; Mayford et al., 1992).

Within the last decade a third phase of memory for sensitization has become recognized. This phase, termed intermediate-phase memory (ITM), can be differentiated both temporally and mechanistically from the other two phases of memory. ITM, like LTM, can be induced by multiple tail shocks. Sutton and colleagues (2002; 2001) reported that a single shock produces sensitization of the siphon-withdrawal reflex that decays within ~ 30 min. By contrast, 5 individual shocks at 15 min intervals produce sensitization that declines to zero within 3 hr after training, but then reappears by 24 hr after training. Therefore, training with multiple shocks produces a biphasic pattern of sensitization. The first phase contains two components, an early component (STM) and a later component (ITM); the second phase consists of a single component, LTM. Mechanistically, ITM can be distinguished from STM by a lack of dependence on protein synthesis (but see below); ITM can be distinguished from LTM in not depending on gene transcription (Sutton et al., 2001). In addition, ITM induced by multiple tail shocks requires the persistent activation of protein kinase A (PKA) for its maintenance (Sutton et al., 2001). More recently, a second form of ITM has been identified. This form, rather than being induced by multiple shocks, is revealed by testing the site on the tail to which a single tail shock has been delivered (Sutton et al., 2004). This type of learning is referred to as site-specific sensitization; it is believed to result from the conjunction of the firing of sensory neurons that innervate the shocked site on the tail and a neuromodulatory transmitter released from heterosynaptic facilitatory neurons activated by the tail shock (see Bao et al., 1998; Eliot et al., 1994; Walters, 1987). Site-specific ITM differs from ITM induced by multiple shocks (repeated-trial ITM) in a lack of dependence on protein synthesis for its induction (Sutton et al., 2004). Site-specific ITM can be further distinguished from repeated-trial ITM in its dependence on persistent activation of protein kinase C (PKC), rather than PKA. Interestingly, results from experiments using inhibitors differentially selective for different isoforms of PKC indicate that maintenance of site-specific ITM is selectively dependent on the activity of a PKM-like isoform (Sutton et al., 2004). In vertebrates PKM can be generated either through the proteolytic cleavage of atypical PKC, or through de novo synthesis (Hernandez et al., 2003). When generated by proteolytic cleavage, PKM remains persistently active because it lacks autoinhibition from the PKC regulatory domain. However, the activity of one isoform of PKM, PKMζ, appears to be maintained via ongoing protein synthesis (Hernandez et al., 2003). Recent evidence indicates that PKMζ plays a key role in the persistence of learning-related synaptic plasticity in mammals, as well as in memory maintenance (Pastalkova et al., 2006; Sacktor et al., 1993; Serrano et al., 2005; Shema et al., 2007). A PKM isoform has recently been identified in Aplysia, although unlike PKMζ, it appears to be formed by calpain-dependent proteolytic cleavage from atypical PKC (Bougie et al., 2006; Bougie et al., 2007).

2.2 Synaptic correlates of different memory phases

Each of the three memory phases for sensitization—STM, ITM, and LTM—has a synaptic correlate. These are forms of facilitation of the synaptic connections between the central sensory and motor neurons that participate in the withdrawal reflex (Byrne et al., 1974; Byrne et al., 1978a; Byrne et al., 1978b; Dubuc and Castellucci, 1991; Frost et al., 1988; Walters et al., 1983a). In addition to producing enhancement of the withdrawal reflex, sensitizing stimuli such as tail shock facilitate the sensorimotor synapse (Antonov et al., 1999; Castellucci and Kandel, 1976; Walters et al., 1983b). Significant evidence indicates that this facilitation is mediated, at least in part, by serotonin (5-HT). Serotonin (5-HT) is an endogenous monoamine (Hawkins, 1989; Kistler et al., 1985) that is released within the central nervous system (CNS) of Aplysia after sensitizing stimulation (Marinesco, 2002 #1142, also see Zhang et al., 2003). Application of 5-HT facilitates sensorimotor connections (Brunelli et al., 1976; Rayport and Schacher, 1986), as does stimulation of an identified serotonergic interneuron, CB1 (Mackey et al., 1989). Depletion of 5-HT within the nervous system impairs sensitization (Glanzman et al., 1989b). Therefore, 5-HT is likely to play a central role in sensitization in Aplysia, although other facilitatory transmitters may also participate (Abrams et al., 1984; Hawkins et al., 1981; Ocorr and Byrne, 1985).

A brief (<5 min) application of 5-HT produces short-term facilitation (STF) of the sensorimotor synapse, i.e., facilitation that lasts < 30 min (Brunelli et al., 1976; Mauelshagen et al., 1996; Rayport and Schacher, 1986), as does a single tail shock (Antonov et al., 1999; Walters et al., 1983b). Five spaced pulses (typically, a 5–6 min-long pulse is used) of 5-HT yields synaptic facilitation that can persist for ≥ 24 hr, or long-term facilitation (LTF) (Mauelshagen et al., 1996; Montarolo et al., 1986). Similarly, multiple spaced shocks to the animal’s tail or body wall can also produce LTF of the sensorimotor synapse (Cleary et al., 1998; Frost et al., 1985). Just as training with multiple, spaced sensitizing stimuli recruits not only LTM, but also ITM (above), multiple, spaced applications of 5-HT recruit intermediate-term facilitation (ITF), as well as LTF, of the sensorimotor synapse (Ghirardi et al., 1995; Mauelshagen et al., 1996). ITF can also be induced by pairing a brief bout of activity in the sensory neuron with a single pulse of 5-HT (Bao et al., 1998; Sutton and Carew, 2000). This activity-dependent ITF parallels activity-dependent ITM (above).

3. Mechanisms of Learning-Related Synaptic Facilitation in Aplysia

3.1. Presynaptic mechanisms

3.1.1 Short-term facilitation

The mechanisms of STF have been extensively reviewed previously (Byrne and Kandel, 1996; Kandel, 2001). STF appears to be mediated by changes in the presynaptic sensory neurons (but see below). Briefly, 5-HT activates a presynaptic adenylyl cyclase, leading to the synthesis of cyclic AMP (cAMP) and activation of PKA. Activation of PKA closes presynaptic K+ channels, which results in a longer action potential and greater presynaptic influx of Ca2+ during an action potential. In addition to modulation of action potential duration, 5-HT can recruit a second facilitatory mechanism; this mechanism is particularly potent when the sensorimotor synapse is depressed (Gingrich and Byrne, 1985; Hochner et al., 1986). At depressed synapses 5-HT causes a spike duration-independent facilitation of release via a process that is poorly understood but that appears to involve mobilization of presynaptic vesicles. This second process depends predominately on PKC activity (Ghirardi et al., 1992; Manseau et al., 2001).

3.1.2 Intermediate-term facilitation

As outlined above, activity-independent ITF, which results from multiple, spaced exposures of the sensorimotor synapse to 5-HT, depends on protein synthesis and persistent activation of PKA. Until recently, it was unclear whether the necessary protein synthesis occurs in the sensory or motor neuron. However, the locus of persistent PKA activity appears to be presynaptic. Müller and Carew (1998) found that 5 spaced pulses of 5-HT produced persistent phosphorylation of PKA in sensory neurons; the early phase of this persistent change, which decayed by 3 hr, depended on protein, but not RNA, synthesis, and therefore corresponds to ITM. Activity-dependent ITF, which does not require protein synthesis, depends on persistent PKC activity (Sutton and Carew, 2000). A recent study by Zhao et al. (2006) has demonstrated that the sensory neuron is one site for the persistent activity of PKC. Zhao et al. specifically expressed fluorescently tagged isoforms of PKC in sensory neurons. They found that sensory neuron firing paired with a pulse of 5-HT caused the Ca2+-dependent isoform of PKC in Aplysia, Apl I (Kruger et al., 1991), to translocate from the cytoplasm to the cell membrane, thereby indicating its activation (see also Sossin et al., 1994). Zhao et al. also found that overexpressing a dominant-negative form of Apl I in sensory neurons blocks activity-dependent ITF.

3.1.3 Long-term facilitation

Most of the work on the cellular mechanisms of LTF has been performed using sensorimotor synapses in dissociated cell culture. LTF is induced by repeated, spaced pulses of 5-HT. In the most common protocol sensorimotor cocultures are treated with five 5-min pulses of 5-HT, with 15 min between the pulses (Montarolo et al., 1986). The results from studies of LTF have been extensively reviewed (Bailey et al., 2004; Hawkins et al., 2006, and Fig. 1; Kandel, 2001), so I will summarize only the major mechanisms of LTF here. LTF depends on both protein and RNA synthesis. LTF is commonly believed to result from the prolonged activation of presynaptic PKA due to the repeated application of 5-HT. The prolonged activation of PKA causes it to translocate from the cytoplasm of the sensory neuron to the nucleus (Bacskai et al., 1993). In the nucleus PKA phosphorylates CREB-1 (Bartsch et al., 1998; Dash et al., 1990; Kaang et al., 1993). CREB-1 is a transcription factor, and its phosphorylation stimulates RNA synthesis. Downstream from CREB-1 are the immediate response genes, including the CAAT box enhancer binding protein (C/EBP) (Alberini et al., 1994). Activation of the immediate response genes, in turn, stimulates the transcription of downstream genes that trigger long-term structural changes in the sensory neurons, including the growth of new presynaptic varicosities and new neurites (Glanzman et al., 1990). These presynaptic structural changes contribute to the formation of new synaptic connections between the sensory and motor neurons (Bailey et al., 1992; Mayford et al., 1992). In addition to the growth of new synapses, LTF is mediated by more subtle morphological changes, including the activation of previously “silent” presynaptic terminals, which lack presynaptic vesicles. During LTF these empty terminals become filled with synaptic vesicles and thereby functional (Kim et al., 2003). (Note that presynaptic activation of silent synapses also contributes to ITF.)

One presynaptic mechanism recently recognized to be crucial to LTF is the release from the sensory neurons of the sensory neuron-specific neuropeptide sensorin (Brunet et al., 1991). In a series of elegant studies Schacher and colleagues have shown that spaced, repeated pulses of 5-HT cause sensorin to be released from presynaptic terminals, and that the release of sensorin is required for LTF (Hu et al., 2007; Hu et al., 2004a; Hu et al., 2004b; Hu et al., 2006). Release of sensorin is triggered by activation of PKA as well as PKC, depending on the stimulation protocol (see Hu et al., 2007). The released sensorin binds to autoreceptors on the sensory neuron, and thereby stimulates the activity of mitogen-activated protein kinase (MAPK), which, in turn, is believed to play a key role in stimulation of CREB-1 activity (Martin et al., 1997b).

3.2. Postsynaptic mechanisms

STF requires only presynaptic changes (Jin et al., 2005; Li et al., 2005), although, as I discuss below, postsynaptic changes may normally contribute to STF.

3.2.1 ITF and modulation of AMPA receptor trafficking

Chitwood et al. (2001) provided evidence that postsynaptic mechanisms make a critical contribution to activity-independent ITF. Their experiments used isolated siphon motor neurons in dissociated cell culture. Chitwood stimulated the motor neurons individually with brief pulses (“puffs”) of glutamate, the sensory neuron transmitter (Dale and Kandel, 1993; Levenson et al., 2000) (although see Trudeau and Castellucci, 1993). They electrophysiologically recorded the evoked responses to the glutamate puffs (Glu-EPs) with a sharp microelectrode. A 10-min application of 5-HT to the motor neurons produced enhancement of the Glu-EP that persisted for > 40 min after washout of the monamine. (In recent experiments we have found that the enhancement can persist for ≥ 2 hr after 5-HT washout [G. Villareal and D. L. Glanzman, unpublished data].) The persistent enhancement of the Glu-EP by 5-HT depended on elevated intracellular Ca2+, because it was blocked by prior injection of the rapid Ca2+ chelator BAPTA (Adler et al., 1991) into the motor neuron. Tests with glutamate receptor antagonists indicated that the modulatory effect of 5-HT was specific for AMPA-type receptors. This result suggested that 5-HT modulates the functional expression of AMPA receptors in the motor neuron, possibly by causing exocytotic insertion of new AMPA receptors into the plasma membrane. To test this possibility, Chitwood et al. injected an inhibitor of exocytosis, botulinum toxin, into the motor neuron prior to application of 5-HT. The presence of the toxin blocked the enhancement of the glutamate response.

Li et al. (2005) extended the results of Chitwood et al. (2001) to synaptic facilitation and learning. Using sensorimotor cocultures, Li et al. showed that postsynaptic injection of BAPTA blocked ITF produced by a 10-min application of 5-HT. This result indicates that ITF requires elevated postsynaptic Ca2+. In other experiments Li et al. identified release from intracellular stores as the source of the critical rise in postsynaptic Ca2+. Both inositol 1,4,5-trisphosphate (IP3) receptor-mediated and ryanodine receptor-mediated Ca2+ stores appear to mediate 5-HT’s facilitatory actions. Additional support for the idea that ITF is mediated by modulation of postsynaptic AMPA receptor trafficking was provided by the finding that postsynaptic injection of botulinum toxin disrupted ITF.

Li et al. (2005) also tested whether facilitation of siphon sensorimotor connections due to sensitizing stimulation—in this case, stimulation of the tail nerves—involves enhancement of the functional expression of AMPA receptors. Tail nerve shock induced persistent facilitation of siphon sensorimotor connections in the abdominal ganglion. Importantly, the nerve shocks produced greater facilitation of the AMPA receptor-mediated component of the excitatory postsynaptic potential (EPSP), then of the NMDA receptor-mediated component. This result provides strong support for the notion that learning-related synaptic facilitation in Aplysia involves modulation of AMPA receptor trafficking. Furthermore, the result is inconsistent with the idea that the nerve shock-induced synaptic facilitation is mediated exclusively or predominately by presynaptic facilitation. If this were the case, one would expect the AMPA receptor- and NMDA receptor-mediated components of the EPSP to have been equally facilitated. Li et al. also found that injecting either BAPTA or heparin into the siphon motor neuron prior to tail shock blocked the synaptic facilitation. These results indicate that elevated postsynaptic Ca2+, due to release from intracellular stores, is critical for nerve shock-induced synaptic facilitation, as well as for 5-HT-dependent facilitation. Taken together, the results from the experiments in the abdominal ganglion reinforce those from the in vitro experiments. Both sets of experiments point to a central role for modulation of the functional expression of AMPA receptors—possibly through exocytotic insertion of additional receptors—as well as release of Ca2+ from postsynaptic intracellular stores, in mediating persistent synaptic enhancement.

To show that these postsynaptic processes play a role in behavior, Li et al. made use of a reduced preparation, consisting of the CNS, together with the tail and siphon, as well as the peripheral nerves that connect the tail and siphon to the CNS. They tested the effect of loading siphon motor neurons with botulinum toxin on dishabituation of the siphon-withdrawal reflex due to tail shock. Li et al. showed that injecting botulinum toxin into just two siphon motor neurons prior to the start of testing blocked dishabituation of the reflex. This result demonstrates that postsynaptic exocytosis is critical not only for synaptic facilitation, but also for learning in Aplysia.

The results of Chitwood et al. (2001) and Li et al. (2005) are reminiscent of the results from recent studies of synaptic plasticity and learning in mammals. In particular, studies of long-term potentiation (LTP) in the hippocampus have shown that modulation of AMPA receptor trafficking plays a critical role in LTP (Malinow, 2003). Furthermore, an elegant study by Rumpel et al. (2005) has demonstrated that this mechanism is also important in learning in rats. These investigators used an acute gene delivery technique to transfect neurons in the lateral amygdala—a structure critical for fear conditioning—with a construct that blocked the synaptic incorporation of AMPA receptors. This molecular manipulation subsequently impaired fear conditioning to a tone and foot shock. Thus, current evidence indicates that, in both the snail and rat, glutamate receptor trafficking is key to learning and memory.

3.2.2 ITF and rapid, local postsynaptic protein synthesis

Although protein synthesis has been shown to be necessary for activity-independent ITF (Ghirardi et al., 1995; Sutton and Carew, 2000), it has not been shown whether the critical site for protein synthesis is pre- or postsynaptic (or both). We have recently discovered that ITF involves local postsynaptic protein synthesis. Using isolated motor neurons in culture, Villareal et al. (2004) tested whether the enhancement of the glutamate response produced by a 10-min application of 5-HT required protein synthesis. In their initial experiments the irreversible protein synthesis inhibitor emetine was applied to the bath prior to the start of testing. Unexpectedly, the presence of emetine eliminated all enhancement of the Glu-EP due to 5-HT. This result implied a rapid requirement for protein synthesis in the enhancement. It was possible, however, that the increase in the Glu-EP required merely that certain small proteins be present prior to the onset of 5-HT, and that these proteins have a rapid turnover. If so, prior application of emetine might impair the enhancement of the glutamate response in the absence of a requirement for de novo protein synthesis. To test this idea, we carried out experiments in which emetine and 5-HT were applied coincidentally. In this case there was some facilitation of the glutamate response while 5-HT was present in the bath; but when 5-HT was washed out, the facilitation declined to zero within 15 min. This result indicates that the latest time at which de novo protein synthesis is necessary for facilitation of the Glu-EP is 15 min after washout of 5-HT. We obtained similar results with another protein synthesis inhibitory, cycloheximide (G. Villareal and D. L. Glanzman, unpublished data).

The rapidity of the requirement for protein synthesis suggested that the critical site for the protein synthesis is the neurites of the motor neuron, rather than the cell body. To test this possibility, we performed experiments on isolated neurites of motor neurons in cell culture. The giant gill motor neuron L7 (Glanzman et al., 1989a; Koester and Kandel, 1977) was used in these experiments. An L7 neuron was dissociated from the CNS, and placed into cell culture. Twenty-four hr later, the major neurite of the motor neuron was severed close to the cell body, and the cell body removed. Experiments were performed on the neurite 24–48 hr later. The neurite was impaled with a sharp microelectrode, and the neurite was stimulated with puffs of glutamate, as in the experiments on the whole motor neuron. A 10-min pulse of 5-HT produced persistent enhancement of the glutamate response, and this enhancement was blocked when emetine was present in the bath (Li et al., 2006). The results for the isolated neurite were like those for the whole motor neuron. Thus, the critical site for the protein synthesis required for the enhancement of the glutamate response is the processes of the motor neuron.

We have extended these results to ITF with experiments on sensorimotor synapses in cell culture using the general protocol of Li et al. (2005). Injecting a cell membrane-impermeant protein synthesis inhibitor, gelonin, into the motor neuron prior to the start of testing disrupted ITF (Q. Li and D. L. Glanzman, unpublished data). Interestingly, the postsynaptic gelonin had no effect on facilitation while 5-HT was present. This result might appear to support the idea that STF does not depend on postsynaptic processes. However, because STF is commonly regarded as lasting < 30 min (Sutton and Carew, 2002), our results for the isolated motor neuron/neurite raise the possibility that rapid, local postsynaptic protein synthesis normally contributes to STF, as well as to ITF.

We do not yet know the identity of the postsynaptic proteins whose local synthesis is stimulated by 5-HT. Recent work indicates that application of dopamine triggers dendritic synthesis of AMPA receptors in hippocampal neurons (Smith et al., 2005). The possibility that a 10-min pulse of 5-HT causes AMPA receptors to be locally synthesized in motor neurons is attractive, particularly in light of our earlier results (Chitwood et al., 2001; Li et al., 2005). We also do not know the signaling pathway that mediates the local protein synthesis in motor neurons. One likely candidate, however, is PKC (Villareal et al., 2003). An intriguing possibility is that the local protein synthesis supports the ongoing activity at the synapse of a PKMζ-like kinase (Hernandez et al., 2003). But at present we have no evidence for this idea.

3.2.3 The role of postsynaptic Ca2+ and postsynaptic protein synthesis in LTF

Despite the exclusively presynaptic nature of the model of LTF presented in Figure 1, it has long been apparent that LTF must depend, at least to some extent, on postsynaptic mechanisms. Thus, Glanzman et al. (1990) reported that the presynaptic structural changes that accompany LTF do not occur in the absence of the motor neuron. These investigators treated isolated sensory neurons in culture to the standard five spaced applications of 5-HT. They found that the 5-HT treatment did not produce any structural changes in the sensory neurons when they were not in contact with a motor neuron. More recently, Hu et al. (2007) have found that so-called associative LTF, which is induced by pairing a bout of tetanic stimulation of the sensorimotor synapse with a single pulse of 5-HT, depends, like nonassociative LTF, on a rapid increase in sensorin expression and secretion. The increase in sensorin expression during associative LTF involves local synthesis of the neuropeptide, and this synthesis requires the presence of the postsynaptic motor neuron.

In addition, several studies have found that LTF is accompanied by an increase in the number of functional AMPA receptors at the sensorimotor synapse (Trudeau and Castellucci, 1995; Zhao et al., 2003; Zhu et al., 1997). This suggests that modulation of postsynaptic AMPA receptor trafficking may contribute to LTF (see also Li et al., 2004). But it remains to be proved that the enhancement of the AMPA receptor-mediated synaptic component shown to accompany LTF is actually necessary for LTF. Trudeau and Castellucci (1995) found that LTF of sensorimotor connections in the abdominal ganglion was accompanied by a long-term enhancement of the current evoked by a glutamate receptor agonist, homocysteic acid (HCA), in L7 motor neuron. However, whereas prior injection of the protein synthesis inhibitor gelonin into the postsynaptic L7 neuron blocked the enhancement of the HCA-evoked current in L7, it did not block LTF of the sensorimotor synapse. This result appears to argue against a functional role for modulation of glutamate receptor trafficking in LTF. Nonetheless, a serious methodological problem with the Trudeau and Castellucci (1995) study is that the investigators measured the response to HCA by voltage-clamp recordings in the soma of the L7 neuron. As our experiments using the isolated neurite of L7 (above) show, 5-HT can produce local enhancement of the motor neurite’s sensitivity to glutamate. It is unclear whether the electrophysiological assessments of glutamate receptor function performed by Trudeau and Castellucci in the cell body of L7 were sufficiently sensitive to measure changes in the number of AMPA receptors in the postsynaptic membrane. Notice that the majority, if not all, of sites of sensorimotor contact occur on the neurites of L7, rather than on its soma (Bailey and Chen, 1988a; Winlow and Kandel, 1976). For this reason the assertion by Trudeau and Castellucci that their voltage-clamp measurements of the response of the somal membrane of L7 to applied HCA reflected the number of functional glutamate receptors at sensorimotor synapses is problematic, particularly given the enormous size of the L7 cell body (see below).

We have recently reexamined the issue of whether sensory neuron autonomous processes are sufficient to support LTF. All of our experiments were performed using sensorimotor cocultures comprising pleural sensory neurons and small siphon (LFS) motor neurons (Lin and Glanzman, 1994). LTF was induced using the original method of Montarolo et al. (1986), with five spaced pulses of 5-HT. We first asked whether LTF depends on postsynaptic Ca2+. Accordingly, in some experiments the Ca2+ chelator BAPTA was injected into the motor neuron before testing the synapse on the first day and prior to 5-HT treatment. Cocultures that received the 5-HT treatment, but not the postsynaptic injection of BAPTA, showed significant LTF compared to control cocultures that received neither 5-HT nor the postsynaptic injection of BAPTA. By contrast, synapses that received the 5-HT treatment plus postsynaptic BAPTA did not exhibit LTF (Cai and Glanzman, 2006). Thus, LTF, like ITF, requires elevation of postsynaptic intracellular Ca2+.

Next we asked whether LTF, like ITF, involves postsynaptic protein synthesis. To test this possibility motor neurons in some cocultures received a prior injection of one of two cell membrane-impermeant inhibitors of protein synthesis, gelonin or the cap analog m7 GpppG (Huber et al., 2000). Both inhibitors of protein synthesis blocked LTF when injected postsynaptically (D. Cai and D. L. Glanzman, unpublished data). This result is somewhat surprising. There have been two prior reports that postsynaptic blockade of protein synthesis did not affect LTF. One (Trudeau and Castellucci, 1995) was performed in the CNS, whereas the other was performed using sensorimotor cocultures (Martin et al., 1997a). In the former study 5-HT was applied continuously to the abdominal ganglion for 60 min (note that this procedure produces significant LTF of sensorimotor synapses in the ganglion); in the latter study, 5-HT was iontophoresed onto the synapse in culture, using five spaced applications. A third study that tested the involvement of postsynaptic protein synthesis in LTF got mixed results. This study, by Sherff and Carew (2004), was performed using the pleural-pedal ganglia. Here, the pleural sensory neurons are physically separated from their postsynaptic targets, which lie in the pedal ganglion. Two separate methods were used to induce LTF. One involved the traditional five spaced applications of 5-HT, which were applied to the pleural-pedal ganglia. The second method of 5-HT treatment was the so-called “asymmetric” method. In this method 5-HT is applied to the pleural ganglion, where the somas of the sensory neurons are located, for 25 min, and to the pedal ganglion, where the sensorimotor synapses (as well as the somas of the motor neurons and other neurons) are located for the 5 min period corresponding to the end of the 5-HT pulse in the pleural ganglion. This treatment also produces robust LTF. Sherff and Carew found that prior postsynaptic injection of gelonin blocked LTF to the spaced training protocol, but not to the asymmetric protocol.

What can one make of these apparently conflicting results? One possible answer arises from consideration of the postsynaptic target that was used in the Trudeau and Castellucci (1995) and Martin et al. (1997a), the giant motor neuron L7. If, as the results from our studies of ITF (above) indicate, it is local postsynaptic protein synthesis that is critical, then the intrasomal injections used in these two studies may not have delivered sufficient quantity of gelonin to the critical postsynaptic sites due to the huge volume of the L7 cell. By contrast, because we used the small siphon motor neurons in our experiments, it might have been easier for us to affect local postsynaptic protein synthesis via intrasomal injections of protein synthesis inhibitors. Of course, this explanation does not account for the different results obtained by Sherff and Carew from their postsynaptic gelonin injections. Presumably, the same target neurons were used for the spaced and asymmetric 5-HT treatments. At present, therefore, the question of whether postsynaptic protein synthesis is necessary for LTF must be regarded as unresolved.

3.2.4 The role of retrograde signaling in ITF and LTF

We and others (Hu et al., 2007; Jin et al., 2004; Sherff and Carew, 2004) have shown that both ITF and LTF depend on postsynaptic mechanisms, including elevated postsynaptic Ca2+ and postsynaptic protein synthesis (see also Jin and Hawkins, 2003). Furthermore, it is clear that LTF, at least, and possibly ITF as well (Jin et al., 2006), is expressed, in part, through persistent presynaptic changes. How are the pre- and postsynaptic changes coordinated? This coordination would appear to require some form of transsynaptic communication. I propose that the persistent presynaptic changes produced by 5-HT do not result from direct actions of this monoamine on the sensory neuron; instead, I suggest that 5-HT’s presynaptic effects are indirect, and are mediated by a retrograde signal. It is logical to suppose, based on our results, that the retrograde signal is triggered by elevated intracellular Ca2+ within the motor neuron (Fig. 2). What might this retrograde signal be? At present, we do not know. However, recent evidence from Eric Kandel’s laboratory indicates that a transsynaptic interaction between neuroligin and neurexin may subserve retrograde signaling during LTF (Choi-Y.-B. et al., 2007). It seems likely, however, that there will be other retrograde signals involved in both ITF and LTF. This is an important and challenging area for the field of learning-related synaptic plasticity in Aplysia.

Fig. 2
Revised cellular models for different phases of sensitization-related synaptic facilitation in Aplysia. The dashed lines depict pathways for which experimental evidence is currently lacking. (A) Short-term facilitation (STF). This phase lasts < ...

6. Conclusions

As the present review indicates, knowledge of postsynaptic mechanisms is crucial for understanding learning-related synaptic plasticity in Aplysia. It is, moreover, intriguing that the postsynaptic mechanisms—such as modulation of AMPA receptor trafficking and rapid, local postsynaptic protein synthesis—that are beginning to be recognized as essential to ITF and LTF have previously been implicated in learning-related synaptic plasticity in vertebrates (see, e.g., Huber et al., 2000; Malinow, 2003; Tsokas et al., 2005). This is unlikely to be the result of coincidence. Instead, it is more plausible that the basic cellular and molecular mechanisms of memory arose early in evolution and were maintained.

Although some may find this conclusion surprising, it would not have surprised Charles Darwin. In his final book, The Formation of Vegetable Mould Through the Action of Worms, with Observations on Their Habits, published in 1881, Darwin observed that earthworms show "some degree of intelligence.” We can be confident that the great biologist was not using the word “intelligence” metaphorically. If as Darwin was convinced, worms and other higher invertebrates do indeed exhibit intelligence—or, as we would say today, cognition—then the complex neuronal machinery of cognition must reside within these relatively humble creatures as well (see Giurfa, 2007; Kristan and Gillette, 2007; Rankin and Dubnau, 2007).

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