Abstract
Infantile spasms (IS) are a catastrophic childhood epilepsy syndrome characterized by flexion-extension spasms during infancy that progress to chronic seizures and cognitive deficits in later life. The molecular causes of IS are poorly defined. Genetic screens of individuals with IS have identified multiple risk genes, several of which are predicted to alter β-catenin pathways. However, evidence linking malfunction of β-catenin pathways and IS is lacking. Here, we show that conditional deletion in mice of the adenomatous polyposis coli gene (APC cKO), the major negative regulator of β-catenin, leads to excessive β-catenin levels and multiple salient features of human IS. Compared with wild-type littermates, neonatal APC cKO mice exhibit flexion-extension motor spasms and abnormal high-amplitude electroencephalographic discharges. Additionally, the frequency of excitatory postsynaptic currents is increased in layer V pyramidal cells, the major output neurons of the cerebral cortex. At adult ages, APC cKOs display spontaneous electroclinical seizures. These data provide the first evidence that malfunctions of APC/β-catenin pathways cause pathophysiological changes consistent with IS. Our findings demonstrate that the APC cKO is a new genetic model of IS, provide novel insights into molecular and functional alterations that can lead to IS, and suggest novel targets for therapeutic intervention.
Introduction
Infantile spasms (IS) is a catastrophic childhood epilepsy syndrome (West WJ 1841) characterized by early-onset flexion-extension motor spasms, abnormal electroencephalographic (EEG) activity including hypsarrhythmia (Paciorkowski AR et al. 2011), and progression to chronic epilepsy and intellectual disability (El Achkar CM and SJ Spence 2015). IS occurs in ≈1/4000 live births and is co-morbid with many developmental epilepsy syndromes, yet the underlying molecular causes of IS are poorly defined. The current frontline medications, vigabatrin and adrenocorticotropic hormone (ACTH), are not efficacious in all individuals with IS and have serious adverse effects. Therefore, identifying novel IS-relevant molecular targets is necessary to lay the foundation for developing new, effective, and more specific therapeutic strategies to attenuate spasms and seizures.
With this goal in mind, we propose a novel molecular model of IS that is centered on malfunction of β-catenin pathways in the brain. β-catenin functions in both cadherin synaptic adhesion complexes and in canonical Wnt signal transduction. Tight regulatory control of these β-catenin pathways is critical for normal brain development and function (Salinas PC 2012; Krumm N et al. 2014; Seong E et al. 2015). Excessive β-catenin levels lead to aberrant dendritic and axonal branching, increased excitatory synapse density, and altered synaptic maturation and function (Yu X and RC Malenka 2004; Tai CY et al. 2007; Salinas PC 2012). These studies were predominantly conducted in cultured neurons. Such changes in vivo would be consistent with circuit hyperexcitability and increased seizure susceptibility.
As strong support for the significance of β-catenin pathways to the pathophysiology of IS, the majority (11 out of 15) of the identified human risk genes that link to IS are predicted to function in APC, β-catenin, canonical Wnt signaling networks (Paciorkowski AR et al. 2011; Michaud JL et al. 2014; Boutry-Kryza N et al. 2015) (Table 1). In particular, MAGI-2/S-SCAM, GRIN1, GRIN2A, STXBP1, TSC1/2, FOXG1, ARX, LIS1, DCX, and NR2F1 gene products all either bind to components of, or function in, these networks. APC has recently been identified to serve as an mRNA-binding protein; its targets include β-catenin and 3 IS-linked gene transcripts (Foxg1, LIS1, STXBP1)(Preitner N et al. 2014). APC may regulate the levels and/or localization of these mRNAs. Further, APC binds directly to Lis1 protein, the causative gene in class I lissencephaly, an IS-associated developmental epilepsy. Additionally, individuals with APC heterozygous gene deletions display intellectual impairments, autism and seizures, although IS has not yet been reported (Hockey KA et al. 1989; Lindgren V et al. 1992; Heald B et al. 2007). Intellectual and autistic disabilities are often co-morbid with IS (El Achkar CM and SJ Spence 2015). Taken together, these studies provide compelling evidence suggesting that β-catenin networks may be a convergent target of diverse IS-linked genes and aberrant function of β-catenin pathways may lead to spasms and seizures. Direct evidence, however, is lacking for a link between β-catenin pathway malfunction with spasms and seizures.
Table 1.
Genes linked to human IS and their connection to β-catenin/Wnt signaling.
| IS Risk Genes Linked to β-cat/APC | |
|---|---|
| Excitatory Synaptogenesis | S-SCAM/Magi2 - binds directly to β-catenin and NMDARs; recruits PSD-95 that regulates AMPAR NMDARs- GRIN1, GRIN2A, GRIN2B; AMPARs- GRIA1–4- glutamate receptors STXBP1 - syntaxin-1 binding protein functions in vesicle trafficking & transmitter release |
| Canonical Wnt Signaling | TSC1/2 - functions in degradation complex that regulates β-catenin levels FoxG1- inhibitor of Wnt signaling ARX - inhibitor of Wnt signaling |
| APC Binding Partners (protein) | LIS1 - binds of APC and regulates neuronal cell migration in the developing brain |
| APC Binding Partners (mRNA) | DCX - microtubule-associated protein NR2F1 - transcriptional regulator |
To determine whether perturbation of β-catenin pathways can lead to IS-like phenotypes, we generated an experimentally amenable mutant mouse model that expresses excessive β-catenin levels in excitatory forebrain neurons. We conditionally deleted the gene encoding adenomatous polyposis coli protein (APC) in Ca2+/calmodulin-dependent protein kinase II-α (CamKIIα) positive neurons. APC is the major negative regulator of β-catenin levels via its role in the multi-molecular β-catenin degradation complex. Consistent with this function, loss of APC leads to excessive β-catenin levels. Our APC conditional knock-out mouse (cKO) is a useful tool for elucidating the pathophysiological consequences of malfunction of APC/β-catenin pathways in vivo. Our recent studies show that APC cKO mice exhibit elevated β-catenin levels in the brain, learning deficits, and autism-like behaviors, compared with wild-type littermates (Mohn et al., 2014). Here, we show that APC cKO mice recapitulate most features of IS in humans, including neonatal spasms, abnormal EEG activity in neonates and adults, and progression to spontaneous seizures. Our findings provide new insights into molecular perturbations that can cause IS-like phenotypes. We propose that β-catenin/Wnt pathways may be a central signaling axis relevant to multiple IS-inducing genetic insults.
Material and Methods
Animals
APC cKO mice were generated by deletion of floxed APC with CamKIIα-Cre-recombinase as previously described (Mohn JL et al. 2014). To assess the cell type Cre expression pattern at early developmental ages, wild-type (WT) APC, Cre-positive mice were crossed with CamKIIα-Cre Rosa26GFP-L10a reporter mice (generous gift of Leon Reijmers and Maribel Rios, Tufts University). Cre-dependent GFP-L10a ribosomal subunit expression was analyzed at a range of neonatal and adult ages. Control littermates, either floxed APC, Cre-negative, or WT APC, Cre-positive, were included in all experiments (referred to as WT in text). Both sexes, in approximately equal quantities, were included in all experiments. No differences between the genders were detected. All procedures were approved by the Tufts University Institutional Animal Care and Use Committee in accordance with NIH guidelines. Experimenters were blinded to genotype until data were collected and analyzed, except for EEG experiments where blinding was not possible due to surgical and anesthesia issues.
Immunoblot Analysis
Cortical lysates were prepared and analyzed for quantitative immunoblotting as previously described (Mohn JL et al. 2014), using the following antibodies: APC (1:2500, Santa Cruz; Dallas, TX); β-catenin (1:2500, Invitrogen; Grand Island, NY); as a loading control, GAPDH (1:10000, Chemicon; Billerica, MA). The blots were scanned at 300 DPI and quantified using ImageJ.
Immunolabeling
Mouse brains were fixed by transcardial perfusion with 4% paraformaldehyde in phosphate buffered saline (PBS). Immunolabeling was performed on 50 µm coronal frozen sections with β-catenin antibody (above, 1:400 dilution, in 5% dry milk blocking solution) and counterstained with DAPI (Acros Organics; New Jersey, US) to identify nuclei. WT and APC cKO brains were processed in batch to ensure equivalent access to reagents. All sections were imaged with a Nikon A1R laser confocal scanning microscope with identical imaging settings within a given batch of processed tissue. β-catenin immunolabeling was quantified by measuring the pixel intensity of the fluorescent immunostaining in layer V pyramidal neurons. Regions of interest were drawn around layer V pyramidal neuron somata based on the presence of immunolabeling and DAPI staining. The intensity of labeling was quantified in individual cells and APC cKO neuron values were normalized to the average intensity in WT layer V pyramidal neurons.
Patch clamp recordings
Cortical brain slices (400 µM thick in the sensorimotor region) were prepared from P9 APC cKOs or WT littermates and placed in the recording chamber of an Olympus BX51 microscope with continual superfusion of oxygenated artificial cerebrospinal fluid (aCSF) maintained at 32°C. Layer V pyramidal neurons were visually identified with infrared differential interference contrast (DIC) microscopy. Whole cell recordings of spontaneous excitatory postsynaptic currents (sEPSC) were obtained at −70 mV holding potential using patch electrodes (3–5 MΩ). Miniature EPSCs (mEPSC) were isolated with 1 µM tetrodotoxin (TTX; EMD Millipore). The data were analyzed as previously described (Andresen L et al. 2014).
Behavioral Spasms
Neonatal pups, covering the age range from P5 to P14, were removed from the dam and placed in a warmed chamber for video recording daily for 45 minutes. The behavioral videos were scored for spontaneous high-amplitude spastic movements, low-amplitude movements, and time on side. High-amplitude spastic movements included rapid extension/ flexion movements of 2 to 4 limbs, back arching, whole body curling, and falling over, based on criteria previously described for other mouse models of IS (Price MG et al. 2009). Because the spastic movements often occurred in a series, both the frequency and duration of the movements were scored.
Electroencephalography
EEG data was collected in both neonatal (Zayachkivsky A et al. 2013; Zayachkivsky A et al. 2015) and adult APC cKO and WT littermate mice (Clasadonte J et al. 2013).
Neonatal EEG
Neonatal mice (P8, 9, or 10; based on minimal animal weight required to perform surgery) were anesthetized with isoflurane, surgically implanted with a custom made neonatal EEG radio telemetry head mount (Epitel/Ripple, Salt Lake City, Utah; 100× amplification) with two differential EEG electrodes placed into burr holes made symmetrically (left and right) near the anterior of the parietal bone (over the somatosensory cortex). A common ground electrode was placed in a burr hole near the anterior tip of the interparietal bone. The headmount was affixed with cyanoacrylate and the scalp incision was closed using soft sutures. The pups were returned to the dam for a 24 hour recovery period. One pup per litter was implanted. Daily beginning on P9, implanted pups were placed into a custom made neonatal telemetry EEG receiver within a warmed chamber for a 45 minute EEG recording session with simultaneous video recording. High-amplitude events (>3 standard deviations above the mean EEG amplitude), like those seen in human IS and other animal models of IS (Price MG et al. 2009; Scantlebury MH et al. 2010; Frost JD, Jr. et al. 2012), were detected in the EEG signals. Events were identified using an automated MATLAB approach to reduce bias and noise, and telemetry artifacts were excluded.
Adult EEG
Adult EEG was performed using standard protocols (Clasadonte J et al. 2013). Briefly, mice were implanted with EEG headmounts (Pinnacle Technology Inc., #8402) which collected 2 channels of EEG and one channel of EMG data. Stainless steel screws were placed in burr holes drilled in the skull (one hole in the left frontal bone for frontal/motor cortex, one hole in the right parietal bone for somatosensory cortex, one hole directly anterior to the left side of the interparietal bone for a common reference electrode, and one hole directly anterior to the right side of the interparietal bone for a ground electrode). After 5–7 days of post-surgical recovery, animals were placed in an EEG recording chamber, a preamplifier was attached to the EEG headmount (Pinnacle Technology Inc., 8202-SE0) and data was collected for 2 weeks with constant video monitoring. Custom MATLAB scripts were used to detect changes in the spectral components of the EEG, and detected events were then examined in the raw EEG.
Statistics
Paired or two sample t-tests, analysis of variance, Kolmogorov-Smirnov, or Chi-squared tests were used as appropriate. By visual inspection data met normality assumptions. P and D values are reported in text, significance of multiple comparisons was tested using the Holm-Bonferroni method.
Reagents
All salts and glucose for buffers were obtained from Sigma-Aldrich unless otherwise noted.
Results
Conditional deletion of floxed APC leads to β-catenin deregulation in the postnatal mouse cortex
To test whether disruption of APC/β-catenin pathways in neurons of the developing mammalian brain can lead to spasms and seizures, we utilized our APC cKO mouse (Mohn JL et al. 2014). APC is the major negative regulator of β-catenin levels, via its role as a core component of the β-catenin degradation complex. In the APC cKO mouse, Cre-dependent excision of loxP flanked APC exons 11 and 12 leads to a frameshift and premature termination of protein translation, resulting in a 468–amino acid fragment that lacks all identified protein interaction domains (Gounari F et al. 2005). The CamKIIα promoter drives Cre-recombinase expression chiefly in excitatory forebrain neurons during synaptic differentiation (Rios M et al. 2001; Mohn JL et al. 2014) but Cre-expression also occurs in neurons of the striatum and other regions. CamKIIα-Cre recombinase activation is progressive during development, relatively sparse at P0, and is fully activated by P21 (Rios M et al. 2001). We confirmed this time course of Cre recombinase activity in the neonatal cortex, using the Rosa26fl-GFP-L10a reporter mouse line and detected Cre-recombinase-dependent expression of GFP (Fig. 1D).
Fig. 1. APC deletion leads to increases in β-catenin protein levels in the developing cortex.
(A) Immunoblots of neonatal and adult cortical lysates show a progressive decrease in APC protein levels and parallel increases in β-catenin levels in APC cKO mice (lanes 3–4), compared with WT littermates (lanes 1–2), at the indicated ages. Glyceraldehyde 3-phosphate dehydrogenase (GAPDH) is included, as a loading control. Average data shows significant changes in both APC (B) and β-catenin (C) protein levels starting from P14 in the APC cKO cortex, after normalizing to GAPDH levels. (*p< 0.05, **p=0.01, Student’s t test; n= 4 WTs and n= 5 cKOs for all ages). The extent of change in the CamKIIα-Cre expressing neurons is likely greater than that measured by this total cell population-based assay because at each of the ages, not all cells express the CamKIIα-Cre recombinase required for APC deletion and subsequent increases in β-catenin. (D) Epifluorescence micrographs of reporter mouse (Rosa26fl GFP,L10A X CamKIIα-Cre) demonstrates cells in the cortex with activated Cre recombinase (GFP). At P9, GFP is seen in a relatively small subset of cortical cells, predominantly the layer V pyramidal neurons, and at P60, essentially all layer V pyramidal cells show Cre-mediated GFP expression. Scale bar, 100µm. (E) Epifluorescence micrographs of β-catenin immunolabeling (left panels) in brain sections from P9 APC cKOs (right) and WT littermates (left). APC cKOs show increased β-catenin immunoreactivity in the soma of layer 5 pyramidal neurons, identified by their characteristic large soma size, triangular shape, and laminar location (inset, scale bar, 25µm), and by staining of their large round nuclei with 4′–6-diamidino-2-phenylindole (DAPI). Scale bar, 50µm. (F) Scatter box plot shows quantification of normalized β-catenin immunoreactivity in the soma of individual layer 5 pyramidal neurons in P9 APC cKOs (gray) versus WT littermates (black). (n= 100 cKO neurons and n= 154 WT neurons; n= 3 cKOs and 3 WT mice, **p< 0.01, Student’s t test).
Both APC and β-catenin protein levels are altered in the adult APC cKO mouse cortex (Mohn et al., 2014). Here, we set out to determine the developmental changes in β-catenin levels in the APC cKO mouse brain. Quantitative immunoblotting showed progressive reductions in APC and parallel increases in β-catenin protein levels at increasing postnatal ages in APC cKOs, as compared to WT littermates (Fig. 1 A,B,C; *p< 0.05, **p=0.01, Student’s t test; n= 4 WT and n= 5 cKOs for all ages). At P9, the earliest postnatal age examined, APC and β-catenin protein levels were not significantly different between APC cKOs and WT mice as assayed by immunoblotting (Fig. 1B,C), likely due to the progressive, not yet complete activation of Cre recombinase expression at this neonatal age. However, semi-quantitative immunofluorescence labeling of β-catenin in P9 APC cKO mice did show significantly increased immunolabeling for β-catenin in cortical layer V pyramidal neurons, relative to WT littermates (Fig. 1E,F; **p<0.01, Student’s t test; n=3 cKO mice, n =100 neurons and n=3 WT mice, n=154 neurons). Similarly, in the cortex of the reporter mice at P9, CamKIIα Cre-dependent GFP expression was predominantly identified in a subset of layer V pyramidal neurons, and by young adult ages, all layer V pyramidal neurons expressed Cre-GFP (Fig. 1D). In APC cKOs from P14 on, immunoblotting showed significant reductions in APC and significant increases in β-catenin levels (Fig. 1A,B,C), consistent with the progressive induction of CamKIIα-Cre transgene expression during the first three postnatal weeks. In the adult (P60) cortex, β-catenin levels were increased 2-fold in APC cKOs, relative to WT littermates. Other brain regions, such as the hippocampus and striatum, also showed similar progressive reductions in APC and increases in β-catenin protein levels in APC cKOs during this time frame (data not shown). Thus, excision of APC in our mouse model leads to increases in β-catenin levels at least as early as P9, and continues progressively through postnatal brain maturation.
Increased excitatory postsynaptic currents in layer V pyramidal neurons of neonatal APC cKO mice
Our previous studies of adult APC cKOs showed increased excitatory synaptic activity in hippocampal CA1 pyramidal neurons (Mohn JL et al. 2014). Here, we tested whether synaptic activity is altered at early neonatal ages, when we detect increased β-catenin levels in cortical layer V pyramidal neurons. We measured both spontaneous and miniature excitatory postsynaptic currents (EPSCs) in layer V pyramidal neurons in the somatosensory cortex at P9 via whole-cell recordings in acute cortical brain slices (Fig. 2D). sEPSCs from P9 APC cKOs were increased in both frequency and amplitude (Fig. 2C; ***p <0.001 with D= 0.1843, Kolmogorov-Smirnov test; n= 12 cKO and 12 WT cells; Fig 2d; *p <0.05 with D= 0.2695). Similarly, the frequency of mEPSCs was increased in P9 APC cKOs as compared to WT (Fig. 2E; ***p<0.001 with D=0.3379; n= 9 cKO and 10 WT cells). The amplitudes of mEPSCs were unchanged (Fig. 2F). Together, these results show that the loss of APC leads to increased excitatory synaptic input onto layer V cortical pyramidal neurons at P9.
Fig. 2. Increased excitatory synaptic currents in P9 APC cKO cortical layer 5 pyramidal neurons.
(A) Representative traces of spontaneous EPSC (sEPSC) recordings from a layer V pyramidal neuron in the somatosensory cortex of WT (black, top) and APC cKO (red, bottom) mice at P9. (B) Average sEPSCs from WT (black) and APC cKO (red) animals. (C) Cumulative probability distributions of sEPSC inter-event intervals shows a significant increase in frequency in cKOs as compared to WT, (***p <0.001 with D= 0.1843, Kolmogorov-Smirnov test; n= 12 cKO and 12 WT cells). (D) Cumulative probability distribution of amplitude of sEPSC show a significant increase in cKOs as compared to WTs (*p <0.05 with D= 0.2695). (E) Cumulative probability distribution of inter-event intervals of mEPSCs, recorded in the presence of 1 µm TTX, shows a significant increase in frequency in cKOs (***p <0.001 with D=0.3379; n= 9 cKO and 10 WT cells). (F) Cumulative probability distribution of mEPSC amplitude suggests no significant difference between APC cKOs and WT littermates.
Behavioral spasms in neonatal APC cKO mice
We next examined whether behavioral spasms occur in APC cKO mice during neonatal development. Since the onset of infantile spasms in humans is usually in the first year of life, we quantified behavioral spasms in APC cKO and WT littermate pups at neonatal ages (P5–P14). These ages represent a period of major synapse development and brain growth in the respective species. Spasms were defined as spontaneous high-amplitude, spastic movements, using the criteria developed for assessing IS-like phenotypes in other rodent models (Velisek L et al. 2007; Lee CL et al. 2008; Price MG et al. 2009; Scantlebury MH et al. 2010; Velisek L et al. 2010). P9 APC cKOs exhibited robust spasm behavior (each high amplitude spasm consisted of clusters of spastic movements that included rapid, full flexions and/or extensions of 2 or all 4 limbs, trunk flexion, trunk curling, back arching, as well as failure to right after falling over) (Fig. 3A,B; **p=0.01, Student’s t test; n= 18 WT and cKO, Movie 1). The spasms typically occurred in a series and were separated by periods of low amplitude twitches and behavioral arrest, often with the mouse remaining on its side. We quantified the amount of time mice spent on their side and found it to be significantly increased for P9 APC cKO pups compared to WT littermates (Fig. 3C; 17.8±4.5 vs 4.7± 2.3 minutes, **p=0.01, Student’s t test; n= 10 cKOs and 13 WTs). Motor activity was not globally altered, however, as there were no significant differences in low amplitude movements (slow, low amplitude motor startles, myoclonic twitches, limb and tail movements) between P9 APC cKOs and WT littermates (Fig. 3A). Spasms peaked in intensity and frequency at P9 and decreased with increasing age. By P14, high amplitude spontaneous spasms were not observed, resembling the transient spasms seen in other IS rodent models (Price MG et al. 2009; Scantlebury MH et al. 2010).
Fig. 3. Behavioral spasms in neonatal APC cKO mice.
(A) Representative examples of spontaneous high amplitude spastic movements in P9 APC cKO pups, including falling over; (1) rapid, full extension, (2) and/or contraction of 2 to all 4 limbs; (1,2) trunk curling and (3) back arching (video link). (B) Increased number of high amplitude spastic movements in P9 APC cKOs (white) compared to WT littermates (black), based on scoring of the 45 minute video recording of pup behavior (**p=0.01, Student’s t test; n= 18 WTs and cKOs). Low amplitude movements did not differ between genotypes, suggesting no overall change in locomotor activity. (C) P9 APC cKO spent significantly more time on their sides, indicative of an abnormal behavior state (**p=0.01, Student’s t test; n= 10 cKOs and 13 WTs).
Aberrant cortical activity in neonatal APC cKO mice
To determine whether neonatal APC cKO mice have abnormal brain activity, we performed EEG recordings by implanting pups with miniaturized EEG radio telemetry transponders at P8 (Zayachkivsky A et al. 2013; Zayachkivsky A et al. 2015). EEG signals were analyzed for the presence of high amplitude EEG spikes, as seen in individuals with IS (Ohtahara S 1984) and other rodent models of IS (Price MG et al. 2009; Scantlebury MH et al. 2010). High amplitude EEG activity (as defined by >3 standard deviations of the baseline EEG) were commonly seen in APC cKOs, particularly at P9 (Fig. 4B,C; P9, 3.61 ± 0.08 high amplitude EEG events/min). This type of high amplitude EEG activity was significantly less common in WT littermates (Fig. 4A; P9, 0.87 ± 0.82 high amplitude EEG events/min; ***p<0.001, 2-way ANOVA, significant effects of both age and genotype). The peak of aberrant EEG activity at P9 in APC cKOs matches the time frame of the peak in behavioral spasm intensity. Spiking occurred both uni- and bilaterally, similar to human IS. Of note, the high amplitude EEG discharges in APC cKOs were shorter in duration than ictal discharges seen in human IS and in other IS rodent models. Although APC cKOs showed qualitatively disorganized, abnormal EEG, the amplitude of the EEG signal did not reach sufficient amplitude to be categorized as hypsarrhythmia, a characteristic feature of human IS. Additionally, periods of electrodecriment common in human IS were not seen in APC cKOs. Notably, no existing mouse model of IS has exhibited hypsarrhythmia (potentially due to technical or model limitations), although it has been reported in a rat model of IS (Frost JD et al. 2012). These studies show that abnormal neonatal EEG activity occurs commonly in APC cKOs with a similar developmental timeline to behavioral spasms, suggesting an underlying neuronal, versus motor, etiology.
Fig. 4. High amplitude EEG discharges in neonatal APC cKO mice.
(A) Example EEG recording from P9 WT mouse showing little to no high amplitude activity. (Inset) Increased time scale of (A) at time 1. (B) Example EEG recording from P9 APC cKO animal showing multiple high amplitude EEG events. (Inset) Increased time scale of (B) at times 1 and 2. Note: Both (1) simple high amplitude spikes and (2) more complex high amplitude spikes followed by continued disruption of the EEG occur in APC cKO animals. (C) Image of a P12 mouse implanted with a radio-telemetry based EEG head mount. (D) Quantification of the frequency of high amplitude discharges in WT and APC cKO mice (*** p<0.001, 2 way ANOVA, WT: P9, n=3, P10, n=6, P11, n=6, P12, n=6; cKO: P9, n=3, P10, n=4, P11, n=6, P12, n=6). The peak of aberrant EEG activity at P9 matches the time frame of the peak in behavioral spasm intensity.
Spontaneous electroclinical seizures occur in adult APC cKO mice
Next, we tested whether adult APC cKO mice (>8 weeks of age) have spontaneous electroclinical seizures using chronic EEG recording and video monitoring. APC cKOs displayed spontaneous electrographic seizures (Fig. 5A,B). During the 2 week period of monitoring, 84.6% of the APC cKOs had >1 and 54.4% had >2 electrographic seizures. No seizures were recorded in WT littermates (n= 13 APC cKOs and 9 WTs; >1 seizure, p<0.001; >2 seizures, p<0.05; chi-squared test). Seizures had an average duration of 86.5 ± 7.1 seconds and displayed a typical progression of increased interictal spiking, high frequency, high amplitude ictal activity, and post-ictal suppression of EEG activity (Fig. 5A). The seizures tended to cluster, with multiple seizures occurring within a 1–2 day period, but the clusters were not frequent (1–2 days within the 2 week recording session). Behavioral phenotypes during seizures included a readily distinguishable behavioral component that included head-bobbing, tail stiffening, forelimb clonus and freezing. Additionally, prominent theta activity, associated with freezing behavior, occurred commonly in all APC cKOs, but not in WT littermates (data not shown). During these frozen behavioral states, the APC cKOs did not respond to gentle handling (Movie 2). Taken together, these data demonstrate that adult APC cKOs have spontaneous electroclinical seizures, consistent with the progression of IS in humans.
Fig. 5. Spontaneous electroclinical seizures in adult APC cKO mice.
(A) Example of an electrographic seizure recorded in an adult APC cKO mouse. Seizures consisted of the following components: (i) buildup of pre-ictal spiking, (ii) high-frequency, high-amplitude ictal activity, and (iii) a post-ictal suppression of the EEG. (B) Approximately 80% of APC cKOs had 1 or more seizures and approximately 50% of APC cKOs had 2 or more seizures during a two-week EEG monitoring period. In contrast, no seizures were recorded in WT littermates during 2 weeks of monitoring. (*p<0.05, *** p<0.001, Chi-squared test, WT: n=5; cKO: n=7).
Discussion
In this study, we show that APC cKO mice recapitulate multiple salient features of human IS (Swann JW and SL Moshe 2012), including: 1) unprovoked flexor/extensor spasms early in postnatal development that appear in clusters (Fig. 3); 2) abnormal neonatal EEG activity (Fig. 4), and 3) spontaneous adult electroclinical seizures (Fig. 5). This mimics IS disease progression in humans (Wong M and E Trevathan 2001). Additionally, we find that excitatory synaptic activity in layer V cortical neurons is aberrantly increased at P9, the same neonatal age at which behavioral spasms and EEG abnormalities peak in APC cKOs. Although the mechanism of this increased excitation is not yet known, we favor an increase in the number of excitatory synapses. Our previous work showed that adult APC cKO cortical and hippocampal pyramidal neurons exhibit an increased density of excitatory synaptic spines, with no change in paired pulse facilitation arguing against a change in pre-synaptic function (Mohn JL et al. 2014). Previously, we also demonstrated that adult APC cKO mice display cognitive and autistic disabilities (Mohn JL et al. 2014), which are often co-morbid with IS in humans (Kim EH and TS Ko 2016; Nickels KC et al. 2016). Together, our findings provide novel insights into the consequences of deregulated β-catenin pathways in early brain development and suggest that these pathways may be central to the pathophysiology of IS.
Compelling genetic evidence supports the relevance of APC/β-catenin/Wnt signaling to human IS. Eleven out of 15 identified IS risk genes (including MAGI-2/S-SCAM, FOXG1, ARX, LIS1, TSC1/2, GRIN1, GRIN2A, DCX, NR2f1 and STXBP1) associate with APC, β-catenin and Wnt signaling pathways (Table 1), (Yanai H et al. 2000; Campos VE et al. 2004; Guerrini R and T Filippi 2005; Khanna R et al. 2007; Hebbar S et al. 2008; Marshall CR et al. 2008; Price MG et al. 2009; Conti V et al. 2011; Paciorkowski AR et al. 2011; Striano P et al. 2011; Go CY et al. 2012; Epi KC et al. 2013). Mutations in ARX, FOXG1, and TSC1/2 are predicted to affect β-catenin/Wnt signaling levels and to cause changes in neuronal migration and maturation (Mak BC et al. 2003; Seufert DW et al. 2005; Danesin C et al. 2009). MAGI-2/S-SCAM, a synaptic scaffold protein, binds directly to β-catenin and different S-SCAM isoforms are involved in both excitatory and inhibitory synapse assembly (Nishimura W et al. 2002; Hirabayashi S et al. 2004; Sumita K et al. 2007; Rosenberg MM et al. 2010). Lis1 binds directly to APC (Orlova KA and PB Crino 2010). Recently, APC has also been identified as an mRNA-binding protein. Its targets include five IS-linked transcripts, FOXG1, LIS1, DCX, NR2f1 and STXBP1 (Preitner N et al. 2014). APC may regulate the levels, stability, and/or localization of these mRNAs. It will be interesting, in future studies, to explore this possibility in the APC cKO mouse brain.
Our genetic manipulations of the APC/β-catenin pathway target a critical window of mammalian brain development. Activation of the αCaMKII-Cre-93 driver occurs at a developmental stage at which cortical glutamatergic neurons of both the human and mouse brain display convergent expression of several genes linked to neurodevelopmental disorders (Parikshak NN et al. 2013; Willsey AJ et al. 2013). Further, conditional manipulation of APC gene expression during synaptic differentiation, rather than earlier or later, is necessary to define behavioral and cognitive phenotypes. Global nulls lead to embryonic lethality and deletion or overexpression of APC in neural progenitor cells leads to severe brain malformation (Moser AR et al. 1995; Ivaniutsin U et al. 2009; Yokota Y et al. 2009). Our results call for further investigation of the role of APC/β-catenin signaling in both other IS models and in human IS, in order to elucidate whether disruption of this pathway may be a core pathophysiological mechanism in IS.
Providing a new rodent genetic model that displays IS-like phenotypes is an important advance to understanding the pathophysiology of the disease and allows preclinical testing of potential IS treatments. The ARX (Aristaless-related homeobox) (GCG) 10+7 model of X-linked IS (Price MG et al. 2009) is a currently available genetic model of IS. Pharmacological models including the TTX infusion, triple hit, and acute NMDA rodent models also exist (Velisek L et al. 2007; Lee CL et al. 2008; Scantlebury MH et al. 2010; Velisek L et al. 2010). Additionally, other genetic mouse models with altered IS risk genes manifest some, but not all, aspects of human IS phenotype. These models include conditional deletion of Arx in subpallial- and pallial-derived (Marsh E et al. 2009; Simonet JC et al. 2015) cortical interneurons, and the CDKL5 knockout model (Wang IT et al. 2012). Together, these models suggest roles for altered neuronal maturation, including aberrant interneuron migration and differentiation, impaired excitatory/inhibitory co-ordination, neuroinflammation, and neuroendocrine systems in the etiology of IS. These models underscore the complexity of IS and our limited understanding of the molecular, cellular, and circuit-level basis of this disorder. Most important, several of these models exhibit neonatal spasms and chronic seizures, making them informative in understanding the pathophysiology of IS, and valuable pre-clinical tools for assessing new therapeutic strategies based on specific molecular targets.
The APC cKO mouse provides important new insights into the pathophysiology that can lead to spasms and seizures, and targets with potential for therapeutic intervention. Our findings, and evidence drawn from human IS risk genes (Table 1), suggest a novel role for β-catenin pathway malfunction in the molecular etiology of IS. Interestingly, mTOR pathways, which are implicated in multiple epileptogenic mechanisms, may interact with and modulate β-catenin signaling (Mak BC et al. 2003). We propose that greater understanding of the critical roles of β-catenin/Wnt signaling in the formation and function of brain circuits will provide insights into previously unappreciated mechanisms of IS and other epilepsies. A number of compounds which modulate these pathways have been developed for treating cancer, and may also prove useful for treating neurological disease. It will be interesting in future studies to test whether correcting the altered levels of β-catenin/ Wnt pathways in APC cKO mice will remedy spasms and seizures. Such studies will provide essential insights into potential targets for new, effective therapeutic interventions, with relevance to the multiple IS-linked human genes predicted to alter APC, β-catenin, Wnt pathways.
Supplementary Material
Highlights.
We generated a novel mouse model (APC cKO) that recapitulates features of human IS
APC deletion increases β-catenin levels and frequency of EPSCs
Neonatal spasms and aberrant cortical activity progress to spontaneous seizures
We identify novel molecular pathways (APC/β-catenin/Wnt signaling) in a model of IS
Acknowledgments
This work was supported by the Citizens United for Research in Epilepsy (CURE) Infantile Spasms Initiative, NINDS R56-NS094889 (CGD), NINDS R01-NS076885 (CGD), NIH NIDCD R01-DC008802 (MHJ), Synapse Neurobiology Training Grant (JA, NINDS T32-NS061764, MHJ, P.I.), and the Tufts Center for Neuroscience Research (P30 NS047243). ASY and ASY were supported by a partnering PI DOD grant (W81XWH-10-1-0381). The authors would like to thank Ed Dudek, Mark Lehmkuhle, K. Eric Paulsen, Michael McGuire, Greg Rickenbacher, Danielle Croker, Kyle O’Donnell, Bastien Conan, Alix Generous, and Brian Coffey for their assistance.
Footnotes
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Statement of Work
MJ, CGD, AY, and AY conceptualized the project. AP, JA, LAL, AY, AZ, MHJ, and CGD designed the experiments. AP, JA, LAL, DH, AZ, MHJ, and CGD performed and analyzed experiments. AP, MHJ, and CGD wrote the manuscript.
Literature Cited
- Andresen L, Hampton D, Taylor-Weiner A, Morel L, Yang Y, Maguire J, Dulla CG. Gabapentin attenuates hyperexcitability in the freeze-lesion model of developmental cortical malformation. Neurobiology of disease. 2014;71:305–316. doi: 10.1016/j.nbd.2014.08.022. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Boutry-Kryza N, Labalme A, Ville D, de Bellescize J, Touraine R, Prieur F, Dimassi S, Poulat AL, Till M, Rossi M, Bourel-Ponchel E, Delignieres A, Le Moing AG, Rivier C, des Portes V, Edery P, Calender A, Sanlaville D, Lesca G. Molecular characterization of a cohort of 73 patients with infantile spasms syndrome. European journal of medical genetics. 2015;58:51–58. doi: 10.1016/j.ejmg.2014.11.007. [DOI] [PubMed] [Google Scholar]
- Campos VE, Du M, Li Y. Increased seizure susceptibility and cortical malformation in beta-catenin mutant mice. Biochemical and biophysical research communications. 2004;320:606–614. doi: 10.1016/j.bbrc.2004.05.204. [DOI] [PubMed] [Google Scholar]
- Clasadonte J, Dong J, Hines DJ, Haydon PG. Astrocyte control of synaptic NMDA receptors contributes to the progressive development of temporal lobe epilepsy. Proceedings of the National Academy of Sciences of the United States of America. 2013;110:17540–17545. doi: 10.1073/pnas.1311967110. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Conti V, Marini C, Gana S, Sudi J, Dobyns WB, Guerrini R. Corpus callosum agenesis, severe mental retardation, epilepsy, and dyskinetic quadriparesis due to a novel mutation in the homeodomain of ARX. American journal of medical genetics Part A. 2011;155A:892–897. doi: 10.1002/ajmg.a.33923. [DOI] [PubMed] [Google Scholar]
- Danesin C, Peres JN, Johansson M, Snowden V, Cording A, Papalopulu N, Houart C. Integration of telencephalic Wnt and hedgehog signaling center activities by Foxg1. Developmental cell. 2009;16:576–587. doi: 10.1016/j.devcel.2009.03.007. [DOI] [PubMed] [Google Scholar]
- El Achkar CM, Spence SJ. Clinical characteristics of children and young adults with co-occurring autism spectrum disorder and epilepsy. Epilepsy & behavior : E&B. 2015;47:183–190. doi: 10.1016/j.yebeh.2014.12.022. [DOI] [PubMed] [Google Scholar]
- Epi KC, Epilepsy Phenome/Genome P. Allen AS, Berkovic SF, Cossette P, Delanty N, Dlugos D, Eichler EE, Epstein MP, Glauser T, Goldstein DB, Han Y, Heinzen EL, Hitomi Y, Howell KB, Johnson MR, Kuzniecky R, Lowenstein DH, Lu YF, Madou MR, Marson AG, Mefford HC, Esmaeeli Nieh S, O'Brien TJ, Ottman R, Petrovski S, Poduri A, Ruzzo EK, Scheffer IE, Sherr EH, Yuskaitis CJ, Abou-Khalil B, Alldredge BK, Bautista JF, Berkovic SF, Boro A, Cascino GD, Consalvo D, Crumrine P, Devinsky O, Dlugos D, Epstein MP, Fiol M, Fountain NB, French J, Friedman D, Geller EB, Glauser T, Glynn S, Haut SR, Hayward J, Helmers SL, Joshi S, Kanner A, Kirsch HE, Knowlton RC, Kossoff EH, Kuperman R, Kuzniecky R, Lowenstein DH, McGuire SM, Motika PV, Novotny EJ, Ottman R, Paolicchi JM, Parent JM, Park K, Poduri A, Scheffer IE, Shellhaas RA, Sherr EH, Shih JJ, Singh R, Sirven J, Smith MC, Sullivan J, Lin Thio L, Venkat A, Vining EP, Von Allmen GK, Weisenberg JL, Widdess-Walsh P, Winawer MR. De novo mutations in epileptic encephalopathies. Nature. 2013;501:217–221. doi: 10.1038/nature12439. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Frost JD, Jr, Lee CL, Le JT, Hrachovy RA, Swann JW. Interictal high frequency oscillations in an animal model of infantile spasms. Neurobiology of disease. 2012;46:377–388. doi: 10.1016/j.nbd.2012.02.001. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Go CY, Mackay MT, Weiss SK, Stephens D, Adams-Webber T, Ashwal S, Snead OC., 3rd Evidence-based guideline update: medical treatment of infantile spasms. Report of the Guideline Development Subcommittee of the American Academy of Neurology and the Practice Committee of the Child Neurology Society. Neurology. 2012;78:1974–1980. doi: 10.1212/WNL.0b013e318259e2cf. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Gounari F, Chang R, Cowan J, Guo Z, Dose M, Gounaris E, Khazaie K. Loss of adenomatous polyposis coli gene function disrupts thymic development. Nat Immunol. 2005;6:800–809. doi: 10.1038/ni1228. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Guerrini R, Filippi T. Neuronal migration disorders, genetics, and epileptogenesis. Journal of child neurology. 2005;20:287–299. doi: 10.1177/08830738050200040401. [DOI] [PubMed] [Google Scholar]
- Heald B, Moran R, Milas M, Burke C, Eng C. Familial adenomatous polyposis in a patient with unexplained mental retardation. Nat Clin Pract Neurol. 2007;3:694–700. doi: 10.1038/ncpneuro0658. [DOI] [PubMed] [Google Scholar]
- Hebbar S, Guillotte AM, Mesngon MT, Zhou Q, Wynshaw-Boris A, Smith DS. Genetic enhancement of the Lis1+/− phenotype by a heterozygous mutation in the adenomatous polyposis coli gene. Dev Neurosci. 2008;30:157–170. doi: 10.1159/000109860. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Hirabayashi S, Nishimura W, Iida J, Kansaku A, Kishida S, Kikuchi A, Tanaka N, Hata Y. Synaptic scaffolding molecule interacts with axin. Journal of neurochemistry. 2004;90:332–339. doi: 10.1111/j.1471-4159.2004.02497.x. [DOI] [PubMed] [Google Scholar]
- Hockey KA, Mulcahy MT, Montgomery P, Levitt S. Deletion of chromosome 5q and familial adenomatous polyposis. J Med Genet. 1989;26:61–62. doi: 10.1136/jmg.26.1.61. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Ivaniutsin U, Chen Y, Mason JO, Price DJ, Pratt T. Adenomatous polyposis coli is required for early events in the normal growth and differentiation of the developing cerebral cortex. Neural Dev. 2009;4:3. doi: 10.1186/1749-8104-4-3. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Khanna R, Li Q, Bewersdorf J, Stanley EF. The presynaptic CaV2.2 channel-transmitter release site core complex. Eur J Neurosci. 2007;26:547–559. doi: 10.1111/j.1460-9568.2007.05680.x. [DOI] [PubMed] [Google Scholar]
- Kim EH, Ko TS. Cognitive impairment in childhood onset epilepsy: up-to-date information about its causes. Korean journal of pediatrics. 2016;59:155–164. doi: 10.3345/kjp.2016.59.4.155. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Krumm N, O'Roak BJ, Shendure J, Eichler EE. A de novo convergence of autism genetics and molecular neuroscience. Trends Neurosci. 2014;37:95–105. doi: 10.1016/j.tins.2013.11.005. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Lee CL, Frost JD, Jr, Swann JW, Hrachovy RA. A new animal model of infantile spasms with unprovoked persistent seizures. Epilepsia. 2008;49:298–307. doi: 10.1111/j.1528-1167.2007.01377.x. [DOI] [PubMed] [Google Scholar]
- Lindgren V, Bryke CR, Ozcelik T, Yang-Feng TL, Francke U. Phenotypic, cytogenetic, and molecular studies of three patients with constitutional deletions of chromosome 5 in the region of the gene for familial adenomatous polyposis. American journal of human genetics. 1992;50:988–997. [PMC free article] [PubMed] [Google Scholar]
- Mak BC, Takemaru K, Kenerson HL, Moon RT, Yeung RS. The tuberin-hamartin complex negatively regulates beta-catenin signaling activity. The Journal of biological chemistry. 2003;278:5947–5951. doi: 10.1074/jbc.C200473200. [DOI] [PubMed] [Google Scholar]
- Marsh E, Fulp C, Gomez E, Nasrallah I, Minarcik J, Sudi J, Christian SL, Mancini G, Labosky P, Dobyns W, Brooks-Kayal A, Golden JA. Targeted loss of Arx results in a developmental epilepsy mouse model and recapitulates the human phenotype in heterozygous females. Brain : a journal of neurology. 2009;132:1563–1576. doi: 10.1093/brain/awp107. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Marshall CR, Young EJ, Pani AM, Freckmann ML, Lacassie Y, Howald C, Fitzgerald KK, Peippo M, Morris CA, Shane K, Priolo M, Morimoto M, Kondo I, Manguoglu E, Berker-Karauzum S, Edery P, Hobart HH, Mervis CB, Zuffardi O, Reymond A, Kaplan P, Tassabehji M, Gregg RG, Scherer SW, Osborne LR. Infantile spasms is associated with deletion of the MAGI2 gene on chromosome 7q11.23-q21.11. American journal of human genetics. 2008;83:106–111. doi: 10.1016/j.ajhg.2008.06.001. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Michaud JL, Lachance M, Hamdan FF, Carmant L, Lortie A, Diadori P, Major P, Meijer IA, Lemyre E, Cossette P, Mefford HC, Rouleau GA, Rossignol E. The genetic landscape of infantile spasms. Human molecular genetics. 2014;23:4846–4858. doi: 10.1093/hmg/ddu199. [DOI] [PubMed] [Google Scholar]
- Mohn JL, Alexander J, Pirone A, Palka CD, Lee SY, Mebane L, Haydon PG, Jacob MH. Adenomatous polyposis coli protein deletion leads to cognitive and autism-like disabilities. Molecular psychiatry. 2014;19:1133–1142. doi: 10.1038/mp.2014.61. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Moser AR, Shoemaker AR, Connelly CS, Clipson L, Gould KA, Luongo C, Dove WF, Siggers PH, Gardner RL. Homozygosity for the Min allele of Apc results in disruption of mouse development prior to gastrulation. Developmental dynamics : an official publication of the American Association of Anatomists. 1995;203:422–433. doi: 10.1002/aja.1002030405. [DOI] [PubMed] [Google Scholar]
- Nickels KC, Zaccariello MJ, Hamiwka LD, Wirrell EC. Cognitive and neurodevelopmental comorbidities in paediatric epilepsy. Nature reviews Neurology. 2016;12:465–476. doi: 10.1038/nrneurol.2016.98. [DOI] [PubMed] [Google Scholar]
- Nishimura W, Yao I, Iida J, Tanaka N, Hata Y. Interaction of synaptic scaffolding molecule and Beta -catenin. The Journal of neuroscience : the official journal of the Society for Neuroscience. 2002;22:757–765. doi: 10.1523/JNEUROSCI.22-03-00757.2002. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Ohtahara S. Seizure disorders in infancy and childhood. Brain & development. 1984;6:509–519. [PubMed] [Google Scholar]
- Orlova KA, Crino PB. The tuberous sclerosis complex. Annals of the New York Academy of Sciences. 2010;1184:87–105. doi: 10.1111/j.1749-6632.2009.05117.x. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Paciorkowski AR, Thio LL, Dobyns WB. Genetic and biologic classification of infantile spasms. Pediatric neurology. 2011;45:355–367. doi: 10.1016/j.pediatrneurol.2011.08.010. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Parikshak NN, Luo R, Zhang A, Won H, Lowe JK, Chandran V, Horvath S, Geschwind DH. Integrative functional genomic analyses implicate specific molecular pathways and circuits in autism. Cell. 2013;155:1008–1021. doi: 10.1016/j.cell.2013.10.031. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Preitner N, Quan J, Nowakowski DW, Hancock ML, Shi J, Tcherkezian J, Young-Pearse TL, Flanagan JG. APC is an RNA-binding protein, and its interactome provides a link to neural development and microtubule assembly. Cell. 2014;158:368–382. doi: 10.1016/j.cell.2014.05.042. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Price MG, Yoo JW, Burgess DL, Deng F, Hrachovy RA, Frost JD, Jr, Noebels JL. A triplet repeat expansion genetic mouse model of infantile spasms syndrome, Arx(GCG)10+7, with interneuronopathy, spasms in infancy, persistent seizures, and adult cognitive and behavioral impairment. The Journal of neuroscience : the official journal of the Society for Neuroscience. 2009;29:8752–8763. doi: 10.1523/JNEUROSCI.0915-09.2009. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Rios M, Fan G, Fekete C, Kelly J, Bates B, Kuehn R, Lechan RM, Jaenisch R. Conditional deletion of brain-derived neurotrophic factor in the postnatal brain leads to obesity and hyperactivity. Mol Endocrinol. 2001;15:1748–1757. doi: 10.1210/mend.15.10.0706. [DOI] [PubMed] [Google Scholar]
- Rosenberg MM, Yang F, Mohn JL, Storer EK, Jacob MH. The postsynaptic adenomatous polyposis coli (APC) multiprotein complex is required for localizing neuroligin and neurexin to neuronal nicotinic synapses in vivo. The Journal of neuroscience : the official journal of the Society for Neuroscience. 2010;30:11073–11085. doi: 10.1523/JNEUROSCI.0983-10.2010. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Salinas PC. Wnt signaling in the vertebrate central nervous system: from axon guidance to synaptic function. Cold Spring Harb Perspect Biol. 2012;4 doi: 10.1101/cshperspect.a008003. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Scantlebury MH, Galanopoulou AS, Chudomelova L, Raffo E, Betancourth D, Moshe SL. A model of symptomatic infantile spasms syndrome. Neurobiology of disease. 2010;37:604–612. doi: 10.1016/j.nbd.2009.11.011. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Seong E, Yuan L, Arikkath J. Cadherins and catenins in dendrite and synapse morphogenesis. Cell adhesion & migration. 2015;9:202–213. doi: 10.4161/19336918.2014.994919. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Seufert DW, Prescott NL, El-Hodiri HM. Xenopus aristaless-related homeobox (xARX) gene product functions as both a transcriptional activator and repressor in forebrain development. Developmental dynamics : an official publication of the American Association of Anatomists. 2005;232:313–324. doi: 10.1002/dvdy.20234. [DOI] [PubMed] [Google Scholar]
- Simonet JC, Sunnen CN, Wu J, Golden JA, Marsh ED. Conditional Loss of Arx From the Developing Dorsal Telencephalon Results in Behavioral Phenotypes Resembling Mild Human ARX Mutations. Cerebral cortex. 2015;25:2939–2950. doi: 10.1093/cercor/bhu090. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Striano P, Paravidino R, Sicca F, Chiurazzi P, Gimelli S, Coppola A, Robbiano A, Traverso M, Pintaudi M, Giovannini S, Operto F, Vigliano P, Granata T, Coppola G, Romeo A, Specchio N, Giordano L, Osborne LR, Gimelli G, Minetti C, Zara F. West syndrome associated with 14q12 duplications harboring FOXG1. Neurology. 2011;76:1600–1602. doi: 10.1212/WNL.0b013e3182194bbf. [DOI] [PubMed] [Google Scholar]
- Sumita K, Sato Y, Iida J, Kawata A, Hamano M, Hirabayashi S, Ohno K, Peles E, Hata Y. Synaptic scaffolding molecule (S-SCAM) membrane-associated guanylate kinase with inverted organization (MAGI)-2 is associated with cell adhesion molecules at inhibitory synapses in rat hippocampal neurons. Journal of neurochemistry. 2007;100:154–166. doi: 10.1111/j.1471-4159.2006.04170.x. [DOI] [PubMed] [Google Scholar]
- Swann JW, Moshe SL. On the Basic Mechanisms of Infantile Spasms. In: Noebels JL, Avoli M, Rogawski MA, Olsen RW, Delgado-Escueta AV, editors. Jasper's Basic Mechanisms of the Epilepsies. 4th. Bethesda (MD): 2012. [PubMed] [Google Scholar]
- Tai CY, Mysore SP, Chiu C, Schuman EM. Activity-regulated N-cadherin endocytosis. Neuron. 2007;54:771–785. doi: 10.1016/j.neuron.2007.05.013. [DOI] [PubMed] [Google Scholar]
- Velisek L, Chachua T, Yum MS, Poon KL, Veliskova J. Model of cryptogenic infantile spasms after prenatal corticosteroid priming. Epilepsia. 2010;51(Suppl 3):145–149. doi: 10.1111/j.1528-1167.2010.02630.x. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Velisek L, Jehle K, Asche S, Veliskova J. Model of infantile spasms induced by N-methyl-D-aspartic acid in prenatally impaired brain. Annals of neurology. 2007;61:109–119. doi: 10.1002/ana.21082. [DOI] [PubMed] [Google Scholar]
- Wang IT, Allen M, Goffin D, Zhu X, Fairless AH, Brodkin ES, Siegel SJ, Marsh ED, Blendy JA, Zhou Z. Loss of CDKL5 disrupts kinome profile and event-related potentials leading to autistic-like phenotypes in mice. Proceedings of the National Academy of Sciences of the United States of America. 2012;109:21516–21521. doi: 10.1073/pnas.1216988110. [DOI] [PMC free article] [PubMed] [Google Scholar]
- West WJ. ON A PECULIAR FORM OF INFANTILE CONVULSIONS. The Lancet. 1841;35:724–725. [Google Scholar]
- Willsey AJ, Sanders SJ, Li M, Dong S, Tebbenkamp AT, Muhle RA, Reilly SK, Lin L, Fertuzinhos S, Miller JA, Murtha MT, Bichsel C, Niu W, Cotney J, Ercan-Sencicek AG, Gockley J, Gupta AR, Han W, He X, Hoffman EJ, Klei L, Lei J, Liu W, Liu L, Lu C, Xu X, Zhu Y, Mane SM, Lein ES, Wei L, Noonan JP, Roeder K, Devlin B, Sestan N, State MW. Coexpression networks implicate human midfetal deep cortical projection neurons in the pathogenesis of autism. Cell. 2013;155:997–1007. doi: 10.1016/j.cell.2013.10.020. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Wong M, Trevathan E. Infantile spasms. Pediatric neurology. 2001;24:89–98. doi: 10.1016/s0887-8994(00)00238-1. [DOI] [PubMed] [Google Scholar]
- Yanai H, Satoh K, Matsumine A, Akiyama T. The colorectal tumour suppressor APC is present in the NMDA-receptor-PSD-95 complex in the brain. Genes Cells. 2000;5:815–822. doi: 10.1046/j.1365-2443.2000.00368.x. [DOI] [PubMed] [Google Scholar]
- Yokota Y, Kim WY, Chen Y, Wang X, Stanco A, Komuro Y, Snider W, Anton ES. The adenomatous polyposis coli protein is an essential regulator of radial glial polarity and construction of the cerebral cortex. Neuron. 2009;61:42–56. doi: 10.1016/j.neuron.2008.10.053. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Yu X, Malenka RC. Multiple functions for the cadherin/catenin complex during neuronal development. Neuropharmacology. 2004;47:779–786. doi: 10.1016/j.neuropharm.2004.07.031. [DOI] [PubMed] [Google Scholar]
- Zayachkivsky A, Lehmkuhle MJ, Dudek FE. Long-term Continuous EEG Monitoring in Small Rodent Models of Human Disease Using the Epoch Wireless Transmitter System. Journal of visualized experiments : JoVE. 2015:e52554. doi: 10.3791/52554. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Zayachkivsky A, Lehmkuhle MJ, Fisher JH, Ekstrand JJ, Dudek FE. Recording EEG in immature rats with a novel miniature telemetry system. Journal of neurophysiology. 2013;109:900–911. doi: 10.1152/jn.00593.2012. [DOI] [PMC free article] [PubMed] [Google Scholar]
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