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REPORT
W. M. Keck Center for the Neurobiology of Learning and Memory, Department of Neurobiology and Anatomy, The University of Texas Medical School at Houston, Houston, Texas 77030
Submitted 2 April 2004; accepted in final form 2 June 2004
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ABSTRACT |
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 TOP ABSTRACT INTRODUCTIONGRANTSACKNOWLEDGMENTSREFERENCES |
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INTRODUCTION |
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TOPABSTRACTINTRODUCTIONGRANTSACKNOWLEDGMENTSREFERENCES |
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; Bailey and Kandel 1993; Yuste and Bonhoeffer 2001). One simple hypothesis is that learning leads to neurite outgrowth and consequently to the formation of new synapses, which in turn strengthen the neural circuit involved in the behavior. Conversely, learning could also lead to retraction of neurites, decreasing the strength of the circuit. One system to test this hypothesis is the mollusk Aplysia californica. In this animal, sensitization is the form of learning that has been studied in greatest detail. Sensitization has a variable time course depending on the training regimen (Frost et al. 1985; Goldsmith and Byrne 1993; Pinsker et al. 1973; Scholz and Byrne 1987; Sutton et al. 2002; Walters 1987). Different phases of sensitization appear to be mediated by different cellular mechanisms (Byrne and Kandel 1996; Byrne et al. 1991; Kandel 2001; Sutton and Carew 2000). Of these, only the long-term form has been correlated with changes in neuronal structure (Bailey and Chen 1988a; Wainwright et al. 2002).
Previous evidence suggests that extensive long-term sensitization training of defensive withdrawal reflexes is correlated with structural changes in sensory neurons forming the afferent limb of the reflex (Bailey and Chen 1988a; Wainwright et al. 2002). Therefore sensory neuron outgrowth could contribute to enhancement of the sensorimotor connection through new synapse formation (Bailey and Chen 1988b). Indeed, long-term sensitization training does lead to an increased number of synapses onto motor neurons (Bailey and Chen 1988b), but the source of the new synapses is unknown. Consequently, despite the appeal of the hypothesis, there is no direct evidence that long-term sensitization in the intact animal affects the number of synapses between individual pairs of sensory and motor neurons.
An in vitro analogue of long-term sensitization has been used to examine features of neurite outgrowth and varicosity formation in cultured neurons. Twenty-four hours after pulsed application of serotonin, synaptic strength is enhanced, and neurite outgrowth and varicosity formation are increased (Glanzman et al. 1990). This process is blocked by inhibitors of transcription or translation (Bailey et al. 1992). Activation of protein kinase A and MAP kinase appears to be required, as well as downregulation of apCAM from the surface of sensory neurons (Bailey et al. 1996; Michael et al. 1998). It should be pointed out, however, that behavioral training experiments with the same time course did not produced observable changes in sensory neuron structure (Wainwright et al. 2002).
Synapse formation cannot, however, be the only mechanism underlying long-term sensitization. For example, both long-term sensitization and long-term facilitation of sensorimotor connections is produced by either a single day of training or 4 days of training. Structural changes are only induced when animals are trained for 4 days, however (Wainwright et al. 2002). Therefore long-term sensitization produced by 1 day of training does not induce observable structural changes. Moreover, recent experiments in sensorimotor co-cultures suggest that synaptic strength can be enhanced in the absence of structural changes (Casadio et al. 1999; Sun and Schacher 1998). Thus modification of preexisting synapses may also play a role in long-term sensitization produced by 4 days of training.
One way to address this issue is to examine the effect of behavioral training on the number of sensorimotor synapses and compare that with the effect on synaptic strength. In practice, this is difficult to accomplish because of the rigid criteria for demonstrating functional synaptic contacts. Recently, however, we demonstrated that confocal microscopy can be used to assess the number of appositions between sensory and motor neurons and thereby estimate synaptic strength (Zhang et al. 2003). We used this technique to examine the effects of long-term sensitization training on the number of sensorimotor appositions and on two electrophysiological correlates, synaptic strength and sensory neuron excitability.
Animals were exposed to long-term sensitization training as described previously (Wainwright et al. 2002). The tail-siphon withdrawal reflex was elicited by weak AC electrical stimulation of electrodes implanted bilaterally in the tail 
1 cm rostral to the tip of the tail and 0.5 cm lateral to the midline. The duration of the stimulating pulse was 20 ms, and the intensity was twice the threshold for eliciting the reflex. After a pretraining assessment of the strength of the reflex, four trains (1 Hz, 10 s) of sensitizing AC stimuli (500 ms, 60 mA) were delivered at intervals of 30 min (Fig. 1A ). Stimuli were delivered diffusely to the lateral body wall outside of the receptive field of tail sensory neurons. This procedure was repeated for three additional days at 24-h intervals. The stimuli were delivered to just one side of the animal; a balanced number of animals received stimulation on left and right sides. The posttraining assessment was performed 24 h after the last day of training, on day 5.
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In all experiments, different investigators carried out testing and training, and the investigator testing the animals was unaware of their prior treatment. All behavioral experiments were conducted at 15°C. Immediately after the posttest, animals were anesthetized, and pleural-pedal ganglia were removed. Intracellular recordings were made from sensory and motor neurons as described previously (Cleary et al. 1998; Zhang et al. 2003). Dextran-conjugated tetramethylrhodamine (Rh-Dextran; 3,000 MW, Molecular Probes; 2% in 0.9% KCl) was injected by pressure into the sensory neuron, and dextran-conjugated Alexa 488 (10,000 MW, Molecular Probes; 2% in 0.9% KCl) was injected by pressure into the motor neuron; ganglia were prepared for microscopy as described previously (Zhang et al. 2003).
Sections were examined with a confocal scanning laser microscope (Bio-Rad, Hercules, CA; MRC1024ES attached to an Olympus BX50WI upright microscope). Sections were imaged under a x60 oil-immersion lens (NA 1.4) as 800 x 800 pixel images with a zoom factor of 1. Serial optical sections at increments of 0.5 µm were collected through the depth of each 40-µm physical section (z series). The fluorophores were imaged sequentially, using laser wavelengths of 568 and 488 nm. Digital images were captured using Lasersharp software (Bio-Rad) and analyzed using the Metamorph software package (Universal Imaging, Downingtown, PA). Data were averaged for each group and compared by either Student's unpaired t-test (for instances where 2 groups were compared) or one-way ANOVA using Prism 3.0 (GraphPad Software, San Diego, CA). When significant differences were found, the Newmann-Keuls test was performed for multiple comparisons. All data are represented as means ± SE. More animals were tested behaviorally than were tested physiologically. This was primarily because monosynaptic connections were not found in all ganglia, most likely due to damage to the ganglion or pleural-pedal connective during dissection and/or inability to locate the tail motor neurons. Similarly, more preparations were used for electrophysiological analysis than for morphological analysis. This was due mainly to unsuccessful injections, poor fixation or loss/damage during collection of serial cryostat sections.
Animals were trained for four consecutive days and tested 24 h after training (Fig. 1A). This treatment produced a significant change in the duration of the siphon withdrawal reflex [F(2,66) =13.33; P < 0.0001]. As reported previously (Wainwright et al. 2002), training produced an enhanced reflex response on the side of the animal that received sensitization training (ipsilateral) but not on the contralateral side (Fig. 1B). The enhancement was significantly different from the behavioral change on the contralateral side (225 ± 32 vs. 93 ± 8%, means ± SE; q = 6.72; P < 0.001) and from untrained control animals (225 ± 32 vs. 109 ± 8%; q = 5.77; P < 0.001).
After the behavioral tests, ganglia were removed from the animals and two electrophysiological correlates were examined, the strength of the sensorimotor synapse and sensory neuron excitability (Cleary et al. 1998). The 4-day training protocol induced a significant facilitation of the sensorimotor synapse [F(2,21) = 8.09; P < 0.005; Fig. 2A . The EPSPs in ipsilateral ganglia were significantly larger compared with the contralateral ganglia (8.7 ± 2.1 vs. 3.6 ± 0.5 mV; q = 4.73; P < 0.01) and ganglia from untrained controls (8.7 ± 2.1 vs. 2.7 ± 0.4 mV; q =5.29; P < 0.01). This unilateral enhancement parallels the behavioral enhancement.
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) as well as decreases in membrane outward currents (Scholz and Byrne 1987). Similar changes in membrane excitability have been observed in several in vitro analogues of long-term sensitization (Dale et al. 1987; Zhang et al. 1997). However, the effects of 4-day training protocols on excitability have not been documented.
In the present study, there was a strong trend toward an increase in sensory neuron excitability after 4-day sensitization training (Fig. 2B). Excitability was measured as the number of action potentials elicited by a single depolarizing current pulse (1 s, 2 nA). The excitability of sensory neurons on the trained side of the animal seemed to increase over untrained animals. This effect was not statistically significant, however [F(2,37) = 3.0, P = 0.08]. This result suggests that enhanced excitability in the sensory neuron may be less important in mediating the effects of long-term sensitization as the duration of the training period is increased. This result is consistent with the idea that the 1- and 4-day training protocols induce mechanistically distinct forms of long-term memory (Wainwright et al. 2002).
After physiological measurements were taken, both the sensory neuron and its follower were labeled by injecting different fluorophores, and the ganglia were prepared for analysis by confocal microscopy as described previously (Zhang et al. 2003). The entire arborization of the sensory neuron in the pedal ganglion was imaged at high resolution, but only the processes of the follower that were in those microscopic fields were imaged. The microscopist did not know the behavioral history of the animal. Four days of sensitization training led to a significant change in the number of varicosities in the tail sensory neuron arborization within the pedal ganglion [F(2,18) = 27.78; P < 0.0001; Fig. 3,A and B]. After training, the number of varicosities in sensory neuron arborizations from ipsilateral ganglia was 2.5-fold greater than untrained controls (181 ± 12 vs. 71 ± 7; q = 2.75; P < 0.001). The number of varicosities in contralateral ganglia was more than threefold higher than the number in ganglia from untrained controls (224 ± 24 vs. 71 ± 7; q = 10.13; P < 0.001). This result is consistent with the earlier demonstration of an increased number of varicosities after 4 days of sensitization training (Wainwright et al. 2002). The previous analysis did not explicitly compare neurite outgrowth and varicosity formation on the two sides of trained animals. The experiment reported here demonstrates that the number of varicosities is increased on both sides of trained animals compared with untrained animals. Thus a structural change was observed in the absence of a behavioral change.
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).
These results suggest that multiple steps are required to convert new outgrowth into functional synapses. Training induced an increase in the number of varicosities on both trained and untrained sides of the animal (Table 1). Based on previous results (Wainwright et al. 2002), we infer that there was an increase in neurite outgrowth as well. On the trained side, this outgrowth would result in an increased number of appositions with follower neurons, paralleling the increased synaptic strength and behavioral enhancement. On the untrained side, however, outgrowth would not result in a significant increase in the number of appositions with follower tail motor neurons. Consequently, there is no enhancement of synaptic strength or behavioral response. It is worth noting that although not significant, there was a trend toward an enhanced number of appositions, whereas there was no such trend for EPSP amplitude. Future experiments should examine this point more closely to test the hypothesis that appositions formed on the contralateral side are ineffective or silent. Silent synapses have not been thoroughly characterized in Aplysia (but see Kim et al. 2003; Royer et al. 2000), although they have been observed in several other preparations (Atwood and Wojtowicz 1999). The processes controlling synapse formation and activation are unknown. However, growth factors (Vicario-Abejon et al. 2002) and factors secreted from glial cells (Ullian et al. 2001) may contribute. Thus structural processes associated with long-term sensitization may bear some resemblance to the activity-dependent formation of neural circuits during development in which the proliferation of processes is followed by selective pruning (Purves 1988).
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On the trained side of the animal, outgrowth does seem to lead to new contacts and enhanced synaptic strength, suggesting that there is a causal relationship. Nevertheless, additional experiments will be necessary to demonstrate conclusively that newly formed contacts are indeed functional. The time course over which these changes occur remains to be investigated. No changes were observed 24 h after a single training session (Wainwright et al. 2002), suggesting that structural changes are induced slowly. Nevertheless, it is possible that the number of appositions peaked some time before the end of training and was declining by the time we examined the tissue. Moreover, the time course for changes on the ipsilateral and contralateral sides of the animal could be different.
In conclusion, the results of the present study suggest that although structural plasticity is induced by extensive sensitization training, structural changes are not sufficient to account for long-term sensitization. Although these changes appear to increase the capacity for sensory neurons to make contacts with follower cells, other mechanisms must be in place to control the contribution of structural plasticity to long-term memory.
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GRANTS |
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TOPABSTRACTINTRODUCTIONGRANTSACKNOWLEDGMENTSREFERENCES |
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ACKNOWLEDGMENTS |
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TOPABSTRACTINTRODUCTIONGRANTSACKNOWLEDGMENTSREFERENCES |
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FOOTNOTES |
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Address for reprint requests and other correspondence: L. J. Cleary, Dept. of Neurobiology and Anatomy, The University of Texas Medical School at Houston, 6431 Fannin St., Houston, TX 77030 (E-mail: len.cleary{at}uth.tmc.edu).
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REFERENCES |
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TOPABSTRACTINTRODUCTIONGRANTSACKNOWLEDGMENTSREFERENCES |
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Atwood HL and Wojtowicz JM. Silent synapses in neural plasticity: current evidence. Learn Mem 6: 542–571, 1999.
Bailey CH, Bartsch D, and Kandel ER. Toward a molecular definition of long-term memory storage. Proc Natl Acad Sci USA 93: 13445–13452, 1996.
Bailey CH and Chen M. Long-term memory in Aplysia modulates the total number of varicosities of single identified sensory neurons. Proc Natl Acad Sci USA 85: 2373–2377, 1988a.
Bailey CH and Chen M. Long-term sensitization in Aplysia increases the number of presynaptic contacts onto the identified gill motor neuron L7. Proc Natl Acad Sci USA 85: 9356–9359, 1988b.
Bailey CH and Kandel ER. Structural changes accompanying memory storage. Annu Rev Physiol 55: 397–426, 1993.[CrossRef][ISI][Medline]
Bailey CH, Montarolo P, Chen M, Kandel ER, and Schacher S. Inhibitors of protein and RNA synthesis block structural changes that accompany long-term heterosynaptic plasticity in Aplysia. Neuron 9: 749–758, 1992.[CrossRef][ISI][Medline]
Byrne JH, Baxter DA, Buonomano DV, Cleary LJ, Eskin A, Goldsmith JR, McClendon E, Nazif FA, Noel F, and Scholz KP. Neural and molecular bases of nonassociative and associative learning in Aplysia. Ann NY Acad Sci 627: 124–149, 1991.[Abstract]
Byrne JH and Kandel ER. Presynaptic facilitation revisited: state and time dependence. J Neurosci 16: 425–435, 1996.
Casadio A, Martin KC, Giustetto M, Zhu H, Chen M, Bartsch D, Bailey CH, and Kandel ER. A transient, neuron-wide form of CREB-mediated long-term facilitation can be stabilized at specific synapses by local protein synthesis. Cell 99: 221–237, 1999.[CrossRef][ISI][Medline]
Cleary LJ, Lee WL, and Byrne JH. Cellular correlates of long-term sensitization in Aplysia. J Neurosci 18: 5988–5998, 1998.
Dale N, Kandel ER, and Schacher S. Serotonin produces long-term changes in the excitability of Aplysia sensory neurons in culture that depend on new protein synthesis. J Neurosci 7: 2232–2238, 1987.[Abstract]
Frost WN, Castellucci VF, Hawkins RD, and Kandel ER. Monosynaptic connections made by the sensory neurons of the gill- and siphon-withdrawal reflex in Aplysia participate in the storage of long-term memory for sensitization. Proc Natl Acad Sci USA 82: 8266–8269, 1985.
Glanzman DL, Kandel ER, and Schacher S. Target-dependent structural changes accompanying long-term synaptic facilitation in Aplysia neurons. Science 249: 799–802, 1990.
Goldsmith JR and Byrne JH. Bag cell extract inhibits tail-siphon withdrawal reflex, suppresses long-term but not short-term sensitization, and attenuates sensory-to-motor neuron synapses in Aplysia. J Neurosci 13: 1688–1700, 1993.[Abstract]
Kandel ER. The molecular biology of memory storage: a dialogue between genes and synapses. Science 294: 1030–1038, 2001.
Kim JH, Udo H, Li HL, Youn TY, Chen M, Kandel ER, and Bailey CH. Presynaptic activation of silent synapses and growth of new synapses contribute to intermediate and long-term facilitation in Aplysia. Neuron 40: 151–165, 2003.[CrossRef][ISI][Medline]
Michael D, Martin KC, Seger R, Ning MM, Baston R, and Kandel ER. Repeated pulses of serotonin required for long-term facilitation activate mitogen-activated protein kinase in sensory neurons of Aplysia. Proc Natl Acad Sci USA 95: 1864–1869, 1998.
Pinsker HM, Hening WA, Carew TJ, and Kandel ER. Long-term sensitization of a defensive withdrawal reflex in Aplysia. Science 182: 1039–1042, 1973.
Purves D. Body and Brain: A Trophic Theory of Neural Connections. Cambridge, MA: Harvard University Press, 1988.
Royer S, Coulson RL, and Klein M. Switching off and on of synaptic sites at Aplysia sensorimotor synapses. J Neurosci 20: 626–638, 2000.
Scholz KP and Byrne JH. Long-term sensitization in Aplysia: biophysical correlates in tail sensory neurons. Science 235: 685–687, 1987.
Sun ZY and Schacher S. Binding of serotonin to receptors at multiple sites is required for structural plasticity accompanying long-term facilitation of Aplysia sensorimotor synapses. J Neurosci 18: 3991–4000, 1998.
Sutton MA and Carew TJ. Parallel molecular pathways mediate expression of distinct forms of intermediate-term facilitation at tail sensory-motor synapses in Aplysia. Neuron 26: 219–231, 2000.[CrossRef][ISI][Medline]
Sutton MA, Ide J, Masters SE, and Carew TJ. Interaction between amount and pattern of training in the induction of intermediate- and long-term memory for sensitization in Aplysia. Learn Mem 9: 29–40, 2002.
Ullian EM, Sapperstein SK, Christopherson KS, and Barres BA. Control of synapse number by glia. Science 291: 657–661, 2001.
Vicario-Abejon C, Owens D, McKay R, and Segal M. Role of neurotrophins in central synapse formation and stabilization. Nat Rev Neurosci 3: 965–974, 2002.[CrossRef][ISI][Medline]
Wainwright ML, Zhang H, Byrne JH, and Cleary LJ. Localized neuronal outgrowth induced by long-term sensitization training in Aplysia. J Neurosci 22: 4132–4141, 2002.
Walters ET. Site-specific sensitization of defensive reflexes in Aplysia: a simple model of long-term hyperalgesia. J Neurosci 7: 400–407, 1987.[Abstract]
Yuste R and Bonhoeffer T. Morphological changes in dendritic spines associated with long-term synaptic plasticity. Annu Rev Neurosci 24: 1071–1089, 2001.[CrossRef][ISI][Medline]
Zhang F, Endo S, Cleary LJ, Eskin A, and Byrne JH. Role of transforming growth factor-
in long-term synaptic facilitation in Aplysia. Science 275: 1318–1320, 1997.
Zhang H, Wainwright M, Byrne JH, and Cleary LJ. Quantitation of contacts among sensory, motor, and serotonergic neurons in the pedal ganglion of Aplysia. Learn Mem 10: 387–393, 2003.
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