Abstract
Neuroligin-1 is a potent trigger for the de novo formation of synaptic connections, and it has recently been suggested that it is required for the maturation of functionally competent excitatory synapses. Despite evidence for the role of neuroligin-1 in specifying excitatory synapses, the underlying molecular mechanisms and physiological consequences that neuroligin-1 may have at mature synapses of normal adult animals remain unknown. By silencing endogenous neuroligin-1 acutely in the amygdala of live behaving animals, we have found that neuroligin-1 is required for the storage of associative fear memory. Subsequent cellular physiological studies showed that suppression of neuroligin-1 reduces NMDA receptor-mediated currents and prevents the expression of long-term potentiation without affecting basal synaptic connectivity at the thalamo-amygdala pathway. These results indicate that persistent expression of neuroligin-1 is required for the maintenance of NMDAR-mediated synaptic transmission, which enables normal development of synaptic plasticity and long-term memory in the amygdala of adult animals.
Keywords: synaptic plasticity, neuroligin, autism
Several studies have found that synaptically localized cell adhesion molecules not only trigger synapse formation but also play a major role in regulating both basal synaptic transmission and synaptic plasticity (1, 2). Among them, neurexins and neuroligins (NLs), which undergo a heterophilic interaction with each other, have emerged as important organizers of de novo synapse formation (3). Moreover, modifying the interaction of neuroligin-1 and PSD-95 alters the balance of neuronal excitation and inhibition required for normal brain function (4). The indispensable role of neuroligins for proper neuronal connectivity is further supported by the genetic linkage of neuroligin mutations with autism, a disease that is thought to be a disorder in social cognition that critically involves the amygdala (5, 6).
Because neuroligins are present both during development and throughout adulthood (7, 8), it is likely that neuroligins play roles other than that of an inducer of synaptogenesis in the adult brain. Indeed, a recent study of knockout (KO) mice deficient in neuroligin-1 demonstrated that neuroligin-1 regulates excitatory synaptic responses (9). Although neuroligin-1 has been suggested to be essential for maintaining normal N-methyl-d-aspartate (NMDA)-type glutamate receptor-mediated currents (9), the underlying mechanism and its physiological consequence remain to be identified. Furthermore, because the regulation of NMDA receptor (NMDAR) is critical for long-term synaptic modification (10), alterations of NMDAR-dependent currents regulated by neuroligin-1 are likely to have effects on synaptic plasticity and long-term memory in adult animals.
To address the functional role of neuroligin-1 at existing mature synapses, we used virus-mediated RNA interference to deplete endogenous neuroligin-1 in the lateral nucleus of the amygdala (LA) of adult animals. We investigated the actions of neuroligin-1 in NMDAR-mediated synaptic transmission at the thalamo-amygdala synapse in brain slices and explored the physiological role of neuroligin-1 in intact behaving animals. In this fashion, we found that the continued presence of neuroligin-1 is required for the normal development of synaptic plasticity and memory retention.
Results
Expression of Endogenous Neuroligins and Acute Suppression of Neuroligin-1 in the Amygdala.
Western blot analysis with a pan-neuroligin antibody revealed that the neuroligins were expressed in the amygdala of rat brain in both perinatal and postnatal stages and that their expression is slightly up-regulated during postnatal development (Fig. 1A). We attempted to suppress endogenous neuroligin-1 in neurons of the adult brain, using viral vectors to minimize the possibility of compensatory adaptations that can occur in genetically modified animals. We used a dual promoter lentiviral vector containing the small hairpin RNA (shRNA) targeted to neuroligin-1 and eGFP under control of U6 promoter and the CMV promoter, respectively (shNL1) (11). This viral knock-down system allowed us to suppress the expression of endogenous neuroligin-1 in a spatially and temporally controlled manner and to analyze the effects of neuroligin-1 on synaptic transmission, synaptic plasticity, and behavioral modification.
To validate that the viral vector was effective and selective in the intact brain, we infused shNL1 or the control eGFP-expressing virus with stereotactic microsurgery into the amygdala. Both shNL1 and control virus infected a substantial percentage of cells [≈50% cells; supporting information (SI) Fig. S1] only in the targeted area of the brain with minimum diffusion (<1 mm from the injection sites). The virus infusion into the LA area led to infection of 18.3 ± 1.4% (n = 9) and 15.6 ± 1.3% (n = 11) (shNL1, and control virus, respectively) of total LA neurons identified with staining of NeuN (Fig. 1B). To confirm that the expression of neuroligin-1 in the LA was successfully suppressed in vivo by shNL1, we carried out serial Western blot analyses at multiple time points after virus infusion. Only the highly infected area of LA tissues but not the whole LA tissues were used because the effect of shNL1 occurring in a small proportion of cells could be probably masked by normal level of neuroligin-1 of the nearby uninfected cells of whole LA (see SI Methods for the detailed procedure). The analysis, using antibodies that selectively recognize either neuroligin-1 (7), neuroligin-2 (12), or neuroligin-3 (12) (Fig. S2), revealed that the amount of neuroligin-1 was decreased by 41.2 ± 3.7% (day 2 after infusion) and by 52.3 ± 6.4% (day 3 after infusion) of control levels (Fig. 1 C and D). In contrast with that of neuroligin-1, expression levels of neuroligin-2 and -3 were unaltered by infusion of shNL1 when probed with the specific antibodies, indicating that the suppression of neuroligin-1 elicited no compensatory up-regulation of other neuroligins (Fig. 1 C and D). In addition, to rule out possible diffusion of shNL1 to adjacent structures, we also assessed the expression level of neuroligin-1 in the central amygdala, which exhibited no difference between the groups (Fig. S3). Collectively, these quantitative measures verified that the in vivo RNA interference for neuroligin-1 was effective and selective in acutely suppressing endogenous neuroligin-1 in the LA. Considering the time course of RNA interference, we prepared brain slices for electrophysiological assays and started behavioral tests for fear memory 3 days after virus infusion.
Selective Reduction of NMDAR-Mediated Currents by in Vivo Depletion of Neuroligin-1.
The principal neurons in dorsolateral division of the LA were identified visually and confirmed as showing spike frequency adaptation that was not observed in interneurons (13) (data not shown). We examined the electrophysiological properties of eGFP-expressing principal neurons in the LA slices of either shNL1- or vehicle virus-infused rats. We were not able to detect any difference in the intrinsic electrophysiological properties between the two groups (Table S1). This analysis revealed that neuroligin-1 is not required for maintaining the intrinsic characteristics of principal neurons. The electrical properties and synaptic responses from uninfected principal neurons were indistinguishable from those of vehicle-virus infected neurons. Therefore, we pooled these data to form a control group.
Two major auditory afferents of the LA (cortico-amygdala and thalamo-amygdala) form two distinct types of synapses on the same target principal neurons (14). Synaptic regulation in the thalamo-amygdala pathway depends mostly on postsynaptic modifications (15, 16). To examine the role of neurologin-1 localized to postsynaptic sites (7), we focused on the thalamo-amygdala synapses. We evoked excitatory postsynaptic currents (EPSCs) by stimulating the internal capsule with a bipolar stimulation electrode (Fig. 2A). To examine the efficacy of thalamic input to LA principal neurons, we obtained input-output curves (Fig. S4) and found no difference between shNL1-infected and control neurons, indicating that the postsynaptic suppression of neuroligin-1 did not cause any significant change in the ability of thalamic input to elicit EPSCs.
To assess and compare synaptic strength, we measured the ratio of α-amino-3-hydroxy-5-methyl-4-isoxazolepropionic acid-type glutamate receptor (AMPAR)- and NMDAR-dependent EPSCs (NMDAR/AMPAR). The NMDAR/AMPAR ratio has been used reliably to compare synaptic strengths in different brain slices because it is independent of experimental conditions of slice recording such as the positioning of the electrodes and differences in slice preparation (17). We observed a ≈50% decrease in the NMDAR/AMPAR ratio in shNL1-infected neurons compared with that in control neurons (Fig. 2B). To test whether this significant decrease in NMDAR/AMPAR ratio could be due to alteration(s) of either NMDAR- or AMPAR-mediated transmission or both, we compared NMDAR- and AMPAR-dependent EPSCs (at +30 mV and −70 mV holding potentials, respectively). When the stimulus strength was adjusted to give a similar range of amplitudes of AMPAR-dependent EPSCs, we recorded NMDAR-dependent EPSCs without changing the stimulus strength. Amplitudes of NMDAR-dependent EPSCs from shNL1-infected neurons, significantly decreased compared with those from control neurons (Fig. 2C). By inclusion of 2-amino-5-phosphonovaleric acid (AP-5, 50 μM) in perfusion medium, we confirmed that the currents measured at + 30 mV were dependent on NMDARs (Fig. 2C Right). In contrast, amplitudes of AMPAR-dependent EPSCs recorded at −70 mV were similar in all groups and indifferent to AP-5 perfusion as expected (Fig. 2C Left). These findings indicated that the depletion of neuroligin-1 in the LA caused a selective decrease in NMDAR-dependent EPSCs but had little effect on AMPAR-dependent EPSCs, consistent with the report in ref. 9. The consistency between present and previous findings further validates the efficacy and reliability of our knock-down system.
Unaltered Basal Synaptic Transmission in LA Pyramidal Neurons.
We examined whether the suppression of neuroligin-1 had any effects on specific synaptic connections in which structural and functional alterations have been demonstrated in cultured neurons when neuroligin-1 was either up- or down-regulated (9, 11). To measure the spine densities of principal neurons, we counted spines on primary and secondary dendrites of control and shNL1-infected neurons. Surprisingly, this morphological analysis revealed that shNL1-infected neurons did not display any difference in spine densities, compared with control neurons expressing only eGFP (Fig. 3 A and B). In this sense, our results differ from the report obtained with cultured hippocampal neurons (11).
Expression of either wild-type or mutant neuroligin-1 changes the strength of basal glutamatergic transmission as evidenced by changes in miniature excitatory postsynaptic currents (mEPSCs) (4, 18). To test whether shNL1 affected the functional properties of existing synaptic connections, we recorded mEPSCs in the presence of the Na+ channel blocker tetrodotoxin (TTX) and observed no significant difference between groups in either amplitude or frequency of the mEPSCs (Fig. 3 C–E). The mEPSCs could be generated by various inputs because LA principal neurons receive projections from multiple sources. Substitution of Sr2+ for Ca2+ induces asynchronous quantal release after presynaptic stimulation in the internal capsule (19). Thus, we aimed to analyze quantal size generated from thalamic inputs alone with this way. Again, we were unable to detect any difference in the quantal size, which demonstrated that the basal synaptic transmission at thalamo-amygdala synapses was not altered by shNL1 (Fig. S5). Taken together, these data indicated that the suppression of neuroligin-1 reduces NMDAR-mediated currents without affecting AMPAR-mediated currents or basal synaptic transmission. Thus, neuroligin-1 plays a causal role in maintaining normal range of NMDAR-mediated currents, but not in regulation of synaptic connectivity, at least in the thalamo-amygdala synapses of adult animals.
Depletion of Neuroligin-1 Impairs LTP in the Amygdala.
The marked decrease in NMDAR-dependent EPSCs caused by shNL1 prompted us to examine whether the suppression of neuroligin-1 could affect long-term potentiation (LTP). LTP in the LA could be reliably induced by pairing postsynaptic depolarization with 80 presynaptic pulses delivered to the fibers in the internal capsule at a frequency of 2 Hz as described in ref. 20. Under this protocol, the EPSCs recorded from control LA neurons were increased to 195.1 ± 53.9% of the baseline value at 30 min after pairing of stimuli. By contrast, shNL1-infected neurons were not facilitated and the EPSCs remained at 97.0 ± 18.9% of the baseline value (Fig. 4 A and B).
Because the suppression of neuroligin-1 did not completely abolish NMDAR-dependent EPSCs (50.4 ± 3.3% currents remained at a holding potential of + 40 mV, n = 9), we next asked: Does the incomplete blockade of NMDAR-dependent EPSCs account for the impairment of LTP? In control slices, we perfused a low dose of an NMDAR antagonist, AP-5 (8 μM), that inhibited only 55.2 ± 6.4% of NMDAR-dependent EPSCs at + 40 mV (n = 5). As was the case in shNL1-infected neurons, we could not detect any synaptic enhancement after the pairing protocol. Thus, the partial blockade of NMDAR-mediated currents occurring in shNL1-infected neurons was sufficient in abolishing the induction of LTP (Fig. 4 C and D), which suggests that the inhibition of LTP would be due to the attenuation of NMDAR-mediated currents upon the suppression of neuroligin-1.
Requirement of Neuroligin-1 for Storage of Associative Fear Memory.
Various in vivo and in vitro results support the hypothesis that both LTP at the amygdala synapses and fear conditioning-induced neuronal plasticity share common molecular mechanisms (16, 21, 22). Therefore, we turned to a standard fear conditioning task to examine the behavioral consequences of the depletion of neuroligin-1 at the intact animal level. Rats that were infused with viruses exhibited similar baseline behaviors to contextual and repeated auditory cues before the conditioning electrical shocks (repeated measures ANOVA, Fig. 5B). Indeed, freezing behaviors to the cues of second and third sessions of paired-conditioning were similarly increased in both groups (Fig. 5C), which indicated that there was no difference in fear conditioning between control and shNL1-infused animals. After 24 h, however, shNL1-infused animals showed less freezing in the training chamber (contextual memory) than the control virus-infused animals (repeated measures ANOVA, Fig. 5C). We also tested cued fear memory in a novel context to a neutral tone that had been associated with electric shocks. The shNL1-infused animals again displayed a significant decrease in freezing response at the onset of the tone (repeated measures ANOVA, Fig. 5C). These results indicate that shNL1-infused animals have certain deficits for both contextual- and cued-fear memory.
To examine whether the suppression of neuroligin-1 in the LA compromised the anxiety states of subject animals, we assessed the anxiety levels with the open field test. No statistical difference was detected in all of the measurements reflecting the unaltered anxiety levels (Fig. S6). We also measured pain sensitivity by monitoring behavioral responses with increasing levels of electric shock, which revealed no difference between the groups (data not shown). Our data demonstrate that the presence of neuroligin-1 in the LA is essential for the storage of associative fear memory.
Discussion
Although neuroligins have been known to play a role in maturation and specification of synapses (8, 9), their physiological consequences in more complex neuronal circuitry—especially that found in normal adult brains—remain largely unknown. We have investigated the functions of neuroligin-1 in the context of synaptic transmission, synaptic plasticity and memory storage in adult animals.
We have found a specific effect of neuroligin-1 on NMDAR-mediated currents. Our method of acutely silencing neuroligin-1, using RNA interference delivered by virus, allowed us to avoid the possible developmental defects often associated with KO mouse models. Therefore, this study confirmed that the selective effect of neuroligin-1 on NMDAR-mediated transmission is physiological and not derived from potential developmental defects of the KO mice. In addition to this confirmation, the transient suppression of neuroligin-1 (≈2 days, Fig. 1) caused a decrease in NMDAR-mediated currents, providing a new insight into the normal function of excitatory synapses by showing that their normal maintenance requires the persistent presence of neuroligin-1.
The decrease in NMDAR-mediated currents upon suppression of neuroligin-1 could be attributed to reduced insertion of NMDARs to surface membrane or less effective lateral trafficking of NMDARs from extrasynaptic to synaptic sites, which reduced the number of NMDARs residing in postsynaptic membrane. Alternatively, it is also possible that neuroligin-1 modulates channel properties of individual NMDARs as EphB receptors (23). Future molecular studies of precisely how neuroligin-1 regulates NMDAR-mediated synaptic transmission and which proteins are involved in this process will ultimately lead to a better understanding of the physiological roles of neuroligin-1 in the mature neuronal circuitry of the adult brain.
We found that neuroligin-1 is not required for maintenance of synaptic connections and basal synaptic transmission in the mature neural network. The dispensability of neuroligin-1 is inconsistent with the previous report obtained in cultured neurons (11) but is supported well by recent in vivo data (8, 9). A possible explanation for the discrepancy of the results from cultured neurons and intact brain is that neurlogin-1 plays functional roles in a context-specific manner. When new synapses are produced intensively, such as in cultured neurons, neuroligin-1 is likely to control where new synapses are formed, whereas it would be more involved in regulation and specification of synaptic transmission after the establishment of mature synaptic connections.
One may argue that the reduction of NMDAR-mediated currents by RNA interference could be due to unspecific effects of shRNA. However, the off-target effects of shNL1 do not seem to account for the decrease in NMDAR-mediated currents and consequential effects for several reasons: (i) shNL1 did not affect the evoked AMPAR-mediated currents and basal synaptic transmission; (ii) the same sequence of shNL1 had been demonstrated to have no off-target effect (11); and (iii) typical off-target effects of shRNA, such as changes in spine morphology and intrinsic electrical properties, were absent (24). Thus, the shNL1-induced functional alterations are likely to arise from the depletion of endogenous neuroligin-1.
Our study has addressed a physiological consequence that a decreased availability of neuroligin-1 abolished LTP at the circuit level. A significant decrease in NMDAR-dependent EPSCs and the ensuing impairment of LTP expression are consistent with the results of a study demonstrating that activation of NMDARs in the amygdala is required for normal expression of synaptic plasticity (25). Furthermore, LTP was also abolished when NMDAR-mediated currents were partially attenuated to a similar extent as in shNL1-infected neurons, suggesting that the impairment of LTP expression appears to be an immediate consequence of the decrease in NMDAR-mediated currents that is induced by the depletion of neuroligin-1 and is less likely to result from the subsequent perturbation of biochemical signaling pathways downstream to NMDARs.
We also demonstrated that the depletion of neuroligin-1 in the LA caused a deficit in storage of associative fear memory in intact behaving animals. Studies have shown that fear conditioning induces LTP in the amygdala, whereas inhibition of NMDARs blocks fear conditioning (21, 26). Although decreased NMDAR-dependent EPSCs and impaired LTP could account for the deficit in fear memory retention, one alternative possibility is that the depletion of neuroligin-1 might also affect inhibitory circuitry, which can influence both animal behavior and long-term memory. If the inhibitory drive is enhanced in the LA, fear memory could be impaired, as demonstrated with infusion of muscimol to the amygdala (27). Whether the depletion of neuroligin-1 enhances inhibitory circuitry could not be directly addressed in our electrophysiological analyses, which were carried out in the absence of inhibitory transmission. However, it was demonstrated that the suppression of neuroligins reduces inhibitory postsynaptic currents in cultured neurons (11), and the deletion of neuroligin-1 does not alter inhibitory transmission at all (9). Thus, the possible enhancement of inhibitory drive is unlikely to be the cause of the impairment in fear memory observed in this study.
Although predisposing genetic defects leading to autism are largely unknown, mutations in the human neuroligin genes have been reported to be linked to the disease (5, 6, 28). Because autism is thought to affect remodeling, maturation, and stabilization of mature synaptic connections (29), it is critical to study the physiological role of the autism-linked proteins in mature neuronal circuitry. A new knockin mouse model with a mutation in neuroligin-3 has recently been reported to exhibit autism-related behavioral abnormalities (30). It is interesting that this mice model exhibits an increase in inhibitory synaptic transmission without any alteration in excitatory transmission, which is not normally observed in autism patients (31). Therefore, it would appear to be necessary to investigate other neuroligins, especially those that regulate excitatory transmission. It is also essential to garner additional physiological and molecular insights in the brain regions highly involved in its etiology. We have focused on the amygdala, one of the brain regions consistently implicated in the pathophysiology of autism (32), to illustrate the physiological functions of neuroligin-1 on excitatory synaptic transmission. Thus, our findings are particularly relevant to autism research not only because they illustrate the in vivo physiological consequences of neuroligin-1 on synaptic plasticity and memory retention in the mature neural networks but because they provide insights into the regulation of synaptic transmission in the amygdala, a structure thought to be important for autism, by a gene family shown to be a contributor to autism in certain patients.
Methods
For detailed experimental procedures, see SI Methods.
Biochemical and Animal Experiments.
shNL1 lentiviral constructs were described in ref. 11. Anti-pan neuroligins (Synaptic System), anti-neuroligin-1 [from N. Brose (Max Planck Institute of Experimental Medicine, Gottingen, Germany)], and anti-neuroligin-2, -3 isoform-specific antibodies (12) were used for Western blot analyses. Male Sprague–Dawley rats (Orient Co.) were anesthetized with pentobarbital sodium, and then guide cannulae (Plastics One) were bilaterally implanted targeting the lateral amygdala, using coordinates from Paxinos and Watson (33). Lentivirus was infused through injection cannulae, and fear memory was tested according to experimental schemes as depicted in Fig. 5A. All procedures for animal experiments were performed in accordance with Pohang University of Science and Technology guidelines on animal care and use.
Electrophysiology.
Animals were anesthetized with Ketamine/Medetomidine and decapitated, and the brains were quickly removed and chilled in ice-cold dissection buffer. Amygdala slices (300 μm) were prepared with a vibratome (Leica) from control eGFP vehicle-virus and shNL1-injected rats. Whole-cell recording was made from principal neurons in the dorsolateral division of the LA under an upright microscope with DIC/infrared/fluorescence optics (Leica) with an Axopatch 200A amplifier and Clampex software, Version 9.2 (Molecular Devices). Cell excitability and intrinsic membrane properties were obtained in the current-clamp configuration, whereas evoked EPSCs and mEPSCs were recorded in the voltage-clamp mode. EPSCs were elicited by stimulating the internal capsule (thalamic input) as described in ref. 20. EPSCs were evoked at a holding potential of −60 mV unless otherwise specified.
Statistical Analysis.
Results were denoted as means ± SEM, and the statistical significance was expressed as *, P < 0.05; **, P < 0.01; or ***, P < 0.001. The Mann–Whitney test was used for comparison between two groups. Repeated measures ANOVA test was used to analyze a main effect for treatment (eGFP and shNL1) among sessions in habituation and between test types in conditioning test. The Kolmogorov–Smirnov test was used for the statistic analysis of cumulative histograms of mEPSCs.
Supplementary Material
Acknowledgments.
We thank A. M. Craig (University of British Columbia, Vancouver, BC, Canada) for plasmids of neuroligins and N. Brose for neuroligin-1 antibody. We also thank V. Y. Bolshakov and G. P. Shumyatsky for critical reading on previous versions of the manuscript. This work was supported by the Korea Ministry of Science and Technology under the Brain Research Center Frontier Program Grant M103KV010008-06K2201-00810 and in part by Korea Research Foundation Grants 2005-070-C00118 and 2007-314-C00252.
Footnotes
Conflict of interest statement: E.R.K. is one of four founders of Memory Pharmaceuticals and is Chairman of its Scientific Advisory Board. Memory Pharmaceuticals is concerned with developing drugs for age-related memory loss. Some of these drugs are also potentially useful in depression and schizophrenia. E.R.K.'s laboratory is not involved in developing these drugs. E.R.K. is also a consultant for BrainCells, Inc., which works on neurogenesis, an area in which he is not directly involved.
This article contains supporting information online at www.pnas.org/cgi/content/full/0803448105/DCSupplemental.
References
- 1.Mayford M, Barzilai A, Keller F, Schacher S, Kandel ER. Modulation of an NCAM-related adhesion molecule with long-term synaptic plasticity in Aplysia. Science. 1992;256:638–644. doi: 10.1126/science.1585176. [DOI] [PubMed] [Google Scholar]
- 2.Dalva MB, McClelland AC, Kayser MS. Cell adhesion molecules: Signalling functions at the synapse. Nat Rev Neurosci. 2007;8:206–220. doi: 10.1038/nrn2075. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 3.Scheiffele P. Cell–cell signaling during synapse formation in the CNS. Annu Rev Neurosci. 2003;26:485–508. doi: 10.1146/annurev.neuro.26.043002.094940. [DOI] [PubMed] [Google Scholar]
- 4.Prange O, Wong TP, Gerrow K, Wang YT, El-Husseini A. A balance between excitatory and inhibitory synapses is controlled by PSD-95 and neuroligin. Proc Natl Acad Sci USA. 2004;101:13915–13920. doi: 10.1073/pnas.0405939101. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 5.Jamain S, et al. Mutations of the X-linked genes encoding neuroligins NLGN3 and NLGN4 are associated with autism. Nat Genet. 2003;34:27–29. doi: 10.1038/ng1136. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 6.Yan J, et al. Analysis of the neuroligin 3 and 4 genes in autism and other neuropsychiatric patients. Mol Psychiatry. 2005;10:329–332. doi: 10.1038/sj.mp.4001629. [DOI] [PubMed] [Google Scholar]
- 7.Song JY, Ichtchenko K, Südhof TC, Brose N. Neuroligin 1 is a postsynaptic cell-adhesion molecule of excitatory synapses. Proc Natl Acad Sci USA. 1999;96:1100–1105. doi: 10.1073/pnas.96.3.1100. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 8.Varoqueaux F, et al. Neuroligins determine synapse maturation and function. Neuron. 2006;51:741–754. doi: 10.1016/j.neuron.2006.09.003. [DOI] [PubMed] [Google Scholar]
- 9.Chubykin AA, et al. Activity-dependent validation of excitatory versus inhibitory synapses by neuroligin-1 versus neuroligin-2. Neuron. 2007;54:919–931. doi: 10.1016/j.neuron.2007.05.029. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 10.Malenka RC, Bear MF. LTP and LTD: An embarrassment of riches. Neuron. 2004;44:5–21. doi: 10.1016/j.neuron.2004.09.012. [DOI] [PubMed] [Google Scholar]
- 11.Chih B, Engelman H, Scheiffele P. Control of excitatory and inhibitory synapse formation by neuroligins. Science. 2005;307:1324–1328. doi: 10.1126/science.1107470. [DOI] [PubMed] [Google Scholar]
- 12.Budreck EC, Scheiffele P. Neuroligin-3 is a neuronal adhesion protein at GABAergic and glutamatergic synapses. Eur J Neurosci. 2007;26:1738–1748. doi: 10.1111/j.1460-9568.2007.05842.x. [DOI] [PubMed] [Google Scholar]
- 13.Tsvetkov E, Carlezon WA, Benes FM, Kandel ER, Bolshakov VY. Fear conditioning occludes LTP-induced presynaptic enhancement of synaptic transmission in the cortical pathway to the lateral amygdala. Neuron. 2002;34:289–300. doi: 10.1016/s0896-6273(02)00645-1. [DOI] [PubMed] [Google Scholar]
- 14.Humeau Y, et al. Dendritic spine heterogeneity determines afferent-specific Hebbian plasticity in the amygdala. Neuron. 2005;45:119–131. doi: 10.1016/j.neuron.2004.12.019. [DOI] [PubMed] [Google Scholar]
- 15.Maren S. Synaptic mechanisms of associative memory in the amygdala. Neuron. 2005;47:783–786. doi: 10.1016/j.neuron.2005.08.009. [DOI] [PubMed] [Google Scholar]
- 16.Dityatev AE, Bolshakov VY. Amygdala, long-term potentiation, and fear conditioning. Neuroscientist. 2005;11:75–88. doi: 10.1177/1073858404270857. [DOI] [PubMed] [Google Scholar]
- 17.Saal D, Dong Y, Bonci A, Malenka RC. Drugs of abuse and stress trigger a common synaptic adaptation in dopamine neurons. Neuron. 2003;37:577–582. doi: 10.1016/s0896-6273(03)00021-7. [DOI] [PubMed] [Google Scholar]
- 18.Nam CI, Chen L. Postsynaptic assembly induced by neurexin-neuroligin interaction and neurotransmitter. Proc Natl Acad Sci USA. 2005;102:6137–6142. doi: 10.1073/pnas.0502038102. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 19.Shin RM, Tsvetkov E, Bolshakov VY. Spatiotemporal asymmetry of associative synaptic plasticity in fear conditioning pathways. Neuron. 2006;52:883–896. doi: 10.1016/j.neuron.2006.10.010. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 20.Tsvetkov E, Shin RM, Bolshakov VY. Glutamate uptake determines pathway specificity of long-term potentiation in the neural circuitry of fear conditioning. Neuron. 2004;41:139–151. doi: 10.1016/s0896-6273(03)00800-6. [DOI] [PubMed] [Google Scholar]
- 21.Rogan MT, Staubli UV, LeDoux JE. Fear conditioning induces associative long-term potentiation in the amygdala. Nature. 1997;390:604–607. doi: 10.1038/37601. [DOI] [PubMed] [Google Scholar]
- 22.Rogan MT, Leon KS, Perez DL, Kandel ER. Distinct neural signatures for safety and danger in the amygdala and striatum of the mouse. Neuron. 2005;46:309–320. doi: 10.1016/j.neuron.2005.02.017. [DOI] [PubMed] [Google Scholar]
- 23.Takasu MA, Dalva MB, Zigmond RE, Greenberg ME. Modulation of NMDA receptor-dependent calcium influx and gene expression through EphB receptors. Science. 2002;295:491–495. doi: 10.1126/science.1065983. [DOI] [PubMed] [Google Scholar]
- 24.Alvarez VA, Ridenour DA, Sabatini BL. Retraction of synapses and dendritic spines induced by off-target effects of RNA interference. J Neurosci. 2006;26:7820–7825. doi: 10.1523/JNEUROSCI.1957-06.2006. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 25.Huang YY, Kandel ER. Postsynaptic induction and PKA-dependent expression of LTP in the lateral amygdala. Neuron. 1998;21:169–178. doi: 10.1016/s0896-6273(00)80524-3. [DOI] [PubMed] [Google Scholar]
- 26.McKernan MG, Shinnick-Gallagher P. Fear conditioning induces a lasting potentiation of synaptic currents in vitro. Nature. 1997;390:607–611. doi: 10.1038/37605. [DOI] [PubMed] [Google Scholar]
- 27.Muller J, Corodimas KP, Fridel Z, LeDoux JE. Functional inactivation of the lateral and basal nuclei of the amygdala by muscimol infusion prevents fear conditioning to an explicit conditioned stimulus and to contextual stimuli. Behav Neurosci. 1997;111:683–691. doi: 10.1037//0735-7044.111.4.683. [DOI] [PubMed] [Google Scholar]
- 28.Laumonnier F, et al. X-linked mental retardation and autism are associated with a mutation in the NLGN4 gene, a member of the neuroligin family. Am J Hum Genet. 2004;74:552–557. doi: 10.1086/382137. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 29.Zoghbi HY. Postnatal neurodevelopmental disorders: Meeting at the synapse? Science. 2003;302:826–830. doi: 10.1126/science.1089071. [DOI] [PubMed] [Google Scholar]
- 30.Tabuchi K, et al. A neuroligin-3 mutation implicated in autism increases inhibitory synaptic transmission in mice. Science. 2007;318:71–76. doi: 10.1126/science.1146221. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 31.Rubenstein JL, Merzenich MM. Model of autism: Increased ratio of excitation/inhibition in key neural systems. Genes Brain Behav. 2003;2:255–267. doi: 10.1034/j.1601-183x.2003.00037.x. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 32.Baron-Cohen S, et al. The amygdala theory of autism. Neurosci Biobehav Rev. 2000;24:355–364. doi: 10.1016/s0149-7634(00)00011-7. [DOI] [PubMed] [Google Scholar]
- 33.Paxinos G, Watson C. The Rat Brain in Stereotaxic Coordinates. New York: Academic; 1998. [DOI] [PubMed] [Google Scholar]
Associated Data
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