Highlights
-
•
Worms with mutant GABAA receptors exhibit convulsions upon exposure to pentylenetetrazol.
-
•
Convulsions are prevented by the approved anti-epileptic drug, ethosuximide.
-
•
C. elegans model is a higher throughput, ethical alternative to rodent seizure models.
Keywords: Caenorhabditis elegans, Calcium channel, Drug screens, Epilepsy, Ethosuximide, GABA receptor, Pentylenetetrazol, Anticonvulsant
Abstract
Background
Epilepsy affects around 1% of people, but existing antiepileptic drugs (AEDs) only offer symptomatic relief and are ineffective in approximately 30% of patients. Hence, new AEDs are sorely needed. However, a major bottleneck is the low-throughput nature of early-stage AED screens in conventional rodent models. This process could potentially be expedited by using simpler invertebrate systems, such as the nematode Caenorhabditis elegans.
New method
Head-bobbing convulsions were previously reported to be inducible by pentylenetetrazol (PTZ) in C. elegans with loss-of-function mutations in unc-49, which encodes a GABAA receptor. Given that epilepsy-linked mutations in human GABAA receptors are well documented, this could represent a clinically-relevant system for early-stage AED screens. However, the original agar plate-based assay is unsuited to large-scale screening and has not been validated for identifying AEDs. Therefore, we established an alternative streamlined, higher-throughput approach whereby mutants were treated with PTZ and AEDs via liquid-based incubation.
Results
Convulsions induced within minutes of PTZ exposure in unc-49 mutants were strongly inhibited by the established AED ethosuximide. This protective activity was independent of ethosuximide’s suggested target, the T-type calcium channel, as a null mutation in the worm cca-1 ortholog did not affect ethosuximide’s anticonvulsant action.
Comparison with existing method
Our streamlined assay is AED-validated, feasible for higher throughput compound screens, and can facilitate insights into AED mechanisms of action.
Conclusions
Based on an epilepsy-associated genetic background, this C. elegans unc-49 model of seizure-like activity presents an ethical, higher throughput alternative to conventional rodent seizure models for initial AED screens.
1. Introduction
Epilepsy is a brain disorder that results in the development of neuronal networks predisposed to the occurrence and recurrence of symptomatic epileptic seizures (Duncan et al., 2006). Epilepsy is one of the most prevalent neurological conditions, with an estimated 50 million sufferers worldwide (WHO, 2018). Although there are currently over 20 approved anti-epileptic drugs (AEDs), these medications provide only seizure relief and are neither disease-modifying nor able to prevent epileptogenesis, the pathobiological process which engenders the development of epilepsy (Brodie et al., 2011; Santulli et al., 2016; Schmidt and Schachter, 2014). Furthermore, although 70% of patients respond to AED treatment, the remaining 30% are refractory to currently available AEDs (Remy and Beck, 2006). Therefore, there is an unmet need for new AEDs that can impact on pharmacoresistant epilepsy and epileptogenesis.
Current AEDs on the market were either discovered through screening in rodent seizure models, or developed as derivatives of pre-existing drugs (Bialer, 2012). Acute seizure induction in mouse and rat models has conventionally been performed either by the subcutaneous administration of the convulsant agent pentylenetetrazol (PTZ) or by trans-corneal electrical stimulation (maximal electroshock, MES) (Löscher, 2011). These procedures have been in use for over 60 years, and despite not recapitulating the complex aetiology of epilepsy, are still used as primary screening platforms to initially assess activity prior to further evaluation in more sophisticated models (Löscher, 2011). However, ethical issues and the financial costs associated with the use of such higher organisms makes them unsuitable for high-throughput early-stage drug screens, especially when large compound libraries such as those employed in modern pharmaceutical development are to be assessed.
These limitations have led to the increasing use of non-mammalian seizure models in recent years (Baraban, 2007; Cunliffe et al., 2015). The fruit fly, Drosophila melanogaster, and the zebrafish, Danio rerio, have been at the forefront of this area, providing new genetic models of epilepsy and the capacity to perform high-throughput drug screens (Baines et al., 2017; Copmans et al., 2017). In contrast, although the nematode Caenorhabditis elegans has been extensively used to model a wide variety of neurological disorders (Chen et al., 2015a), there are relatively few studies where it has been used as a model organism for the study of epilepsy (Jospin et al., 2009; Pandey et al., 2010; Risley et al., 2016; Williams et al., 2004). However, early observations of PTZ-inducible seizure-like phenotypes (Locke et al., 2009; Williams et al., 2004) suggest the possibility of developing C. elegans platforms to replace conventional PTZ-induced rodent seizure models for early-stage AED discovery. This presents an attractive alternative, as the use of C. elegans offers various important advantages. Specifically, it is predominantly hermaphroditic, has a short generation time (3 days) and lifespan (3 weeks), and is highly tractable genetically. This means that genetic models of epilepsy can be generated much more easily and on a shorter timescale than is achievable with rodent systems (Baraban, 2007; Cunliffe et al., 2015; Takayanagi-Kiya and Jin, 2017). In addition, its facile molecular genetics enables insights into epileptogenic processes and AED mechanisms of action, contributing towards the development of improved AEDs. Lastly, the use of nematode worms is associated with very low costs and the absence of ethical regulations, both of which are factors that limit the utility of rodents.
In view of the attractive prospects of employing C. elegans as an alternative platform to overcome the limitations associated with conventional rodent models in AED development, our work seeks to expand on past observations of PTZ-induced seizure-like activity in C. elegans, to develop a streamlined nematode worm model suitable for primary AED screening.
2. Materials and methods
2.1. Materials
All chemicals were obtained from Sigma (Poole, UK), except for DNA polymerase and restriction enzymes, which were from New England Biolabs (Hitchin, UK).
2.2. Nematode strains and maintenance
The following C. elegans strains were obtained from the Caenorhabditis genetics centre (CGC; University of Minnesota, USA): Wild type (WT) Bristol N2, unc-43 (n498n1186) IV, cca-1 (ad1650) X, unc-25 (e156) III, and unc-49 (e407) III. The unc-49 (e407) and unc-25 (e156) alleles are single point mutations that introduce premature stop codons and have been shown to be genetic nulls (Bamber et al., 1999; Jin et al., 1999). The unc-43 (n498n1186) allele combines both missense and nonsense mutations and is presumed to be a genetic null (Reiner et al., 1999). The cca-1 (ad1650) allele contains a 2.5 kb deletion within the coding region that removes multiple exons and introduces a frameshift and has been shown to be a null mutant (Steger et al., 2005). The double mutant unc-49;cca-1 strain was generated from genetic crosses of unc-49 (e407) III and cca-1 (ad1650) X strains (described below). Worms were grown and maintained on OP50 E. coli-seeded nematode growth medium (NGM; 1 mM each of CaCl2 and MgSO4, 25 mM KH2PO4, 5 μg/mL cholesterol, and in w/v 2% agar, 0.25% peptone, and 0.3% NaCl) agar in 60-cm plastic petri dishes at 20 °C (Brenner, 1974). All subsequent procedures as described below were performed at 20 °C.
2.3. Generation of unc-49;cca-1 double mutants
C. elegans males carry a single copy of the X chromosome, hence male cca-1 (ad1650) X-linked mutants were derived by mating wild type (WT) Bristol N2 males with self-fertilising homozygous cca-1 (ad1650) mutant hermaphrodites. The resultant cca-1 (ad1650) males were crossed with unc-49 (e407) hermaphrodites to derive unc-49;cca-1 double mutants, selected based on various phenotypic characteristics of the unc-49 mutation: PTZ sensitivity, reduced thrashes in liquid relative to cca-1 (ad1650) mutants, and a “shrinker” phenotype of body contraction and shortening in response to anterior and posterior touch stimuli (McIntire et al., 1993). Homozygous inheritance of the cca-1 (ad1650) mutation was verified with PCR primers [forward: 5′−CCGCAATTTGCCCTCCACAT-3′; reverse: 5′- ATGAGGATGGCGAAGAGGACC-3′] which generate differentially-sized products for WT (3310 bp) and mutant (930 bp) alleles. Genotyping of unc-49 (e407) homozygosity was performed by initial amplification of the point mutation-harbouring exon with PCR primers [forward: 5′- ATGACCAAGGTTAGGCGACG-3′; reverse: 5′- TCTGGCTACATAACGGCACG-3′], followed by subsequent restriction digestion of products with MseI, which distinguishes between WT and mutant unc-49 alleles based on the number of T^TAA cleavage sites and the size of digested fragments (WT: 259 and 172 bp; mutant: 258, 120, 53 bp).
2.4. Age synchronization
Cultured populations on NGM plates wereage-synchronized by bleaching (2 parts 8% commercial alkaline hypochlorite bleach and 1 part 5 M NaOH). Eggs were released from gravid adult worms through lysis by vortexing the mixture every 2 min. for 10 min., followed by pelleting via centrifugation (1 min, 1300 g) and subsequent depositing of egg pellet onto seeded NGM plates. The developmental duration from egg to adulthood age day 1 of approximately 3.5 days at 20 °C was adjusted accordingly to attain synchronized populations of older adult worms of defined ages.
2.5. Plate-based assay
The induction of head-bobbing convulsions by a plate-based administration of PTZ was adapted from a previously described protocol (Williams et al., 2004). The pre-existing method described the preparation of PTZ-containing NGM agar plates through the direct addition of PTZ to the molten NGM medium to obtain the required working concentrations, which were subsequently seeded with OP50. Modifications herein involved preparation of these plates via spreading of a 50X PTZ stock of the required exposure concentration on the surface of solidified agar plates prior to seeding. For this purpose, PTZ stock solutions were prepared in water at a 50-fold higher concentration than the desired final concentration. Then a volume of this 50X stock equal to 1/50 of the NGM plate volume was added to achieve the desired final 1X concentration. For example, for a 10 ml NGM agar plate one would spread 200 μL of 50 mg/mL PTZ stock to get a 1 mg/mL final PTZ concentration. Unsynchronized young gravid adult nematodes displaying no obvious morphological deterioration were selected visually and transferred to OP50-seeded plates and observed for seizure-like activity for 30 min.
2.6. Liquid-based assay
Liquid-based administration of PTZ was performed by incubating individual young (1–3 days old) adult nematodes in 50 μl liquid droplets of PTZ dissolved in Dent’s Ringer solution (DRS; 140 mM NaCl, 1 mM MgCl2, 3 mM CaCl2, 6 mM KCl, 10 mM HEPES, pH 7.4) containing 0.1% bovine serum albumin (BSA). Droplets were applied to empty plastic petri dishes, with 0.1% BSA included to prevent worms sticking to the plastic. Assays to determine optimal PTZ exposure conditions for convulsion induction utilised PTZ concentrations up to 10 mg/ml for treatment durations up to 60 min. Unless specified otherwise, nematodes were exposed to 7 mg/ml PTZ for 15 min.
2.7. Pharmacological treatment
Treatment of nematodes was initiated prior to and continued throughout the duration of PTZ administration to ensure uninterrupted exposure to the pharmacological agent. The validity of the various PTZ-responsive convulsion-prone strains was assayed with the reference AED ethosuximide, which displays anticonvulsive activity in conventional PTZ-induced rat and mouse seizure models (Löscher, 2011). Initial verification of ethosuximide’s anticonvulsive activity was carried out using a previously established longevity-enhancing concentration of 2 mg/ml (Chen et al., 2015b; Evason et al., 2005), following which further optimisation of treatment conditions was performed with up to 4 mg/ml of the drug for treatment durations up to 4 h.
Plate-based administration of ethosuximide was performed by culturing young adult nematodes for 2 days on ethosuximide-containing NGM agar plates prepared by directly diluting a stock solution of the drug dissolved in DRS into molten NGM medium to its required concentration of 2 mg/ml. Liquid-based treatment was carried out by incubating worms in ethosuximide dissolved in DRS/BSA droplets at the specified concentrations and for the specified durations of time. PTZ administration subsequent to either form of pharmacological exposure was performed through a liquid-based approach (see above) in the continued presence of the drug at the same concentration, by transferring nematodes to DRS/BSA droplets containing both PTZ and drug.
2.8. Scoring of seizure-like activity
The unc-49 model exhibits characteristic seizure-like head bobbing movements and a paralysed posterior in response to PTZ (Williams et al., 2004). We defined a single head-bob as an extension and retraction of the anterior pharyngeal region of the worm, along the anterior-posterior axis. These convulsions were stringently scored over 30-second durations in a qualitative and/or quantitative manner where specified. Qualitative scoring assessed the overall presence or absence of convulsions in a worm based on the threshold of three consecutive head bobs, followed by subsequent determination of proportion of the assayed population exhibiting seizure-like activity. The quantitative approach scored the absolute number of head bobs over the same duration. The different scoring approaches complement each other, and concurrent usage strengthens assessment of the phenotype. Phenotypes were scored using a Zeiss Stemi 2000-C microscope (Carl Zeiss Limited, Cambridge, USA) mounted on a Prior OptiScanIITM motorised microscope stage (Prior Scientific Inc, Massachusetts, USA). Worm Tracker (software version 2.0.3.1; http://www.mrc-lmb.cam.ac.uk/wormtracker) was used to record videos of seizure-like activity, which were then analysed manually to generate qualitative and quantitative data.
2.9. Thrashing assay
Motility was assessed by quantifying the rate of thrashing in DRS/BSA as previously described (Johnson et al., 2009). A thrash was scored as a head to tail sinusoidal movement, and thrashes were quantified over a 1-min duration following an initial 10-min acclimatisation period in DRS/BSA droplets.
2.10. Statistical analysis
All datasets were initially assessed using the Shapiro-Wilk test and were found not to be normally distributed. Hence, the non-parametric Mann-Whitney and Kruskal-Wallis tests were used to determine statistical significance. Analyses were performed on GraphPad Prism version 6 (GraphPad Software Inc.,California, USA). Data is presented as mean values, with standard error of the mean (SEM) where appropriate.
3. Results
3.1. Development of a liquid-based PTZ assay
Previously, strains harbouring mutations in genes encoding a C. elegans GABAA receptor (unc-49), glutamic acid decarboxylase (GAD; unc-25), and calcium/calmodulin-dependent serine/threonine kinase II (CaMKII; unc-43) were observed to exhibit either anterior-type “head bobs” or full body contractions in response to the convulsant PTZ (Williams et al., 2004) (Table 1). To ascertain if we could similarly observe these phenotypes, we replicated the treatment procedure by exposing all three strains to the convulsant agent on PTZ-containing agar plates for 30 min at concentrations ranging from 1 to 10 mg/ml, followed by scoring of the proportion of animals experiencing seizure-like activity, as previously described (Williams et al., 2004). Consistent with these published observations, PTZ-induced convulsions were prominent in at least 20% of each sampled strain over most of the concentrations tested (data not shown). Likewise, we confirmed the previous observation that, unlike these mutant strains, wild type N2 nematodes do not undergo convulsions in response to PTZ exposure.
Table 1.
Worm gene | Worm protein | Function | Human protein | Human genes | Human epilepsy mutations |
Mutant worm strain |
PTZ-induced phenotype |
---|---|---|---|---|---|---|---|
unc-49 | GABAA receptor | GABAergic inhibitory neuro-transmission |
GABAA receptor β1/2/3 subunits |
GABRA1-6 GABRB1-6 GABRD GABRE GABRG1-3 GABRP GABRQ GABRR1-3 |
GABRA1 GABRB3 GABRD GABRG2 |
unc-49 (e407) III | Repetitive “head bob” convulsions and paralysed posterior |
unc-25 | Glutamic acid decarbox-ylase (GAD) |
GABA synthesis | GAD 1 isoform 1 | GAD1 GAD2 | N/A | unc-25 (e156) III | |
unc-43 | Calcium/calmodulin-dependent serine/threonine kinase II (CaMKII) | Phospho-regulation of various physiological processes | CamKII δ subunit isoform δ11 | CAMK2 A/B/D/G | N/A | unc-43 (n498 n1186) IV | Full body convulsions And shrinking |
Having successfully replicated the PTZ-induced seizure-like activity reported previously (Williams et al., 2004), we then sought to improve the efficiency and cost-effectiveness of the procedure to facilitate drug screening. Plate-based PTZ administration requires the preparation of PTZ-containing agar plates, which is labour-intensive and incompatible with modern high-throughput drug screens using compound libraries. To overcome these issues, we adapted the treatment procedure from plate-based to liquid-based by incubating the nematodes in small PTZ-containing droplets. This method enables the direct and fresh preparation of PTZ solutions in small volumes, hence not only permitting the use of more stable formulations of PTZ, but also streamlining the procedure by negating the need for additional preparation of drug-containing agar plates.
An initial 5-point PTZ concentration-response analysis was performed on all three mutant strains using the liquid droplet method, which showed a concentration-dependent induction of convulsions that peaked around 7 mg/ml (Fig. 1A). Example movies of the head-bobbing convulsions exhibited by unc-49 mutants and the full body convulsions exhibited by unc-43 mutants are shown in Supplementary videos S1 and S2, respectively. Wild type N2 worms did not undergo convulsions at any of the tested PTZ concentrations (data not shown). As unc-49 mutants exhibited the highest incidence of seizure-like activity (Fig. 1A), and as unc-49 is homologous to human GABAA receptor subunits that are known to be mutated in various forms of epilepsy (Table 1), we chose this strain for further optimisation. A more detailed, 7-point PTZ concentration-response experiment was then performed, confirming that the incidence of convulsions was maximal at 5–7 mg/ml PTZ (Fig. 1B). Up to this point, seizure-like activity was solely scored as the proportion of animals exhibiting convulsions, as previously described (Williams et al., 2004), so we introduced a new approach to improve stringency by concurrently quantifying the number of head bobs exhibited by each animal over the 30-second scoring duration. In keeping with the original scoring method, the frequency of PTZ-induced convulsions was concentration-dependent, culminating and stabilising at 5–7 mg/ml (Fig. 1C). We subsequently selected 7 mg/ml based on the rationale that seizure-like activity would be most robustly induced at the highest convulsant concentration within this range. To determine whether the 15-minute exposure to PTZ used in these initial experiments was optimal, a time course experiment was performed. Both the highest proportion of animals experiencing convulsions and the highest number of convulsions per animal were observed after 15 min of PTZ exposure (Fig. 1D, E). After longer periods of PTZ exposure, the number of convulsions per animal began to decline, due to progressive paralysis. Therefore, exposure of unc-49 mutants to 7 mg/ml PTZ for 15 min was established as the standard condition to be used for the liquid-based assay
Next, we sought to establish if there is an age-dependent variability in PTZ sensitivity in order to ascertain firstly if age-synchronized populations are required, and if so, the stage of the worm’s lifespan that responds most robustly to PTZ. The optimised conditions described above (Fig. 1) were determined using unsynchronized young adult nematodes (approximately 1–3 days old), which were selected based on the absence of visual morphological deterioration. Age-response analysis was therefore performed with age-synchronized populations mirroring these approximate ages. Although no significant age-related differences were detectable based on scoring the percentage of animals exhibiting convulsions in response to PTZ (Fig. 2A); there was a significant decline in the number of convulsions exhibited per animal in 4-day-old worms (Fig. 2B). This indicates that young adult nematodes of mixed ages between days 1–3 may be utilised with negligible effect on PTZ-mediated induction of seizure-like activity, thereby eliminating the need for laborious age-synchronization methods to be performed in advance.
3.2. Optimization of the liquid-based assay for AED screening
Next, the ability of PTZ-induced seizure-like activity to be suppressed by a known anticonvulsant was evaluated, in order to validate the worm model as a potential AED screening platform. The AED ethosuximide was chosen, as its anticonvulsive activity against PTZ-induced seizures in rodent models is long established (Löscher, 2011). As this was the first attempt to demonstrate anticonvulsive activity of ethosuximide in C. elegans, we selected 2 mg/ml as an initial concentration, based on previous reports of lifespan extension in nematodes at ethosuximide concentrations between 1 and 4 mg/ml (Chen et al., 2015b; Choi et al., 2013; Collins et al., 2008; Evason et al., 2005; Tauffenberger et al., 2013). These longevity effects had been observed with animals grown continuously on ethosuximide-containing agar plates, so we initially adopted a similar long-term treatment procedure. Unsynchronised, mixed stage mutant worms were cultured on NGM agar plates containing 2 mg/ml ethosuximide for two days prior to incubation in ethosuximide- and PTZ-containing liquid droplets, to ensure continuous exposure to the AED. To distinguish toxic from therapeutic effects of ethosuximide, we applied visual and phenotypic assessments at the end of AED pre-treatment and/or PTZ exposure. Toxicity was determined by visual observations of abnormal stiff movement or immobility, and a weak response to touch. Conversely, a therapeutic effect was defined by a reduction in or abolition of convulsions in the presence of movement and a normal response to touch. The absence of convulsions in immobile worms was only considered therapeutic if a robust response to touch was observed, indicative of non-toxicity. In line with these criteria, ethosuximide exerted a significant therapeutic reduction in the incidence of PTZ-induced seizure-like activity in both unc-25 and unc-49 mutants, but had no discernible effect on unc-43 worms (Fig. 3A).
Drowsiness and sedation are reported adverse effects associated with ethosuximide treatment in patients (Patsalos, 2013). Therefore, we investigated if the anticonvulsive effects of the drug observed in unc-25 and unc-49 strains may be attributed to mutant-specific impairment of movement that does not occur in unc-43 worms. Locomotion was therefore assessed via the frequency of thrashes in a liquid medium in order to test this possibility. Example movies showing the thrashing activity of N2 and unc-49 strains are shown in Supplementary video S3 and S4, respectively. Ethosuximide treatment had no significant effect on wild type N2 worms but reduced the thrashing rates of all three unc mutant strains by approximately 50% (Fig. 3B). However, as ethosuximide decreased unc-43 motility despite having no discernible anticonvulsive activity in this mutant, it is unlikely that the protection from seizure-like activity in unc-25 and unc-49 mutants is simply due to impaired movement.
Ethosuximide administration via a two-day agar plate-based exposure (Fig. 3) is time-consuming and incompatible with modern compound library screening approaches. In order to develop a faster, liquid-based method, we performed a time-course investigation by pre-incubating unc-49 mutants in ethosuximide-containing droplets for up to 3 h prior to PTZ exposure. An initial concentration of 2 mg/ml ethosuximide was chosen, as this was effective in the agar plate-based experiments (Fig. 3). However, given that the optimal anticonvulsive concentration of ethosuximide when applied in solution was yet to be determined, variability was anticipated in responses to the drug at various time-points. Despite this, a time-dependent reduction in both convulsion incidence and absolute convulsion number was observed after 30 min of drug treatment, although seizure-like activity was not completely abolished even after the longest treatment duration of 3 h (Fig. 4A and B). As the frequencies of head bobbing convulsions appeared to stabilise after an hour of drug treatment (Fig. 4B), we selected an intermediate duration of 2 h as the preferred drug exposure time. This 2-hour pre-treatment protocol was then used to determine the optimal anticonvulsant concentration of ethosuximide, demonstrating a concentration-dependent reduction in convulsions that reached complete abolition at 4 mg/ml (Fig. 4C and D). Importantly, this convulsion-free state of unc-49 worms was not due to ethosuximide-induced paralysis, as the movement of the worms in PTZ solution actually became more coordinated after ethosuximide treatment (Supplementary video S5).
Ethosuximide is water-soluble and was therefore solubilised in an aqueous medium to optimise these drug screening conditions. However, chemicals from compound libraries are mostly maintained and screened as solutions solubilised with dimethyl sulfoxide (DMSO) as a vehicle, necessitating the unc-49 platform to be further adapted for a broader screening applicability. Given that DMSO can have toxic effects on C. elegans (Boyd et al., 2010), it was important to determine the tolerable threshold of DMSO that does not cause observable toxicity according to the aforementioned criteria, and does not affect responses to PTZ. Therefore, screening conditions were mimicked by exposing unc-49 mutants to varying concentrations of DMSO throughout the intended 2-hour drug treatment and 15-minute PTZ exposure windows. Convulsions induced by PTZ were unaffected by up to 1% DMSO, but further increases in DMSO resulted in a concentration-dependent reduction in response to the convulsant (Fig. 5). This decreased responsiveness to PTZ was likely due to DMSO toxicity, as these higher concentrations of DMSO resulted in severe movement defects and visible toxicity-associated behavioural abnormalities as defined previously. Furthermore, these phenotypic aberrations were clearly distinguishable from the therapeutic-associated more coordinated movement observed in ethosuximide-treated worms. Since sensitivity to PTZ was evidently impaired with ≥ 2% DMSO, future AED screens using DMSO-solubilized compounds should ideally be performed using no more than 1% DMSO.
3.3. Chemical genetic testing of AED mechanism of action
One major advantage of using a C. elegans model is the ability to use powerful genetic approaches to examine potential mechanisms of drug action in vivo. This possibility was therefore assessed with the new assay. Ethosuximide has been prescribed for 60 years and is still used as a first-line treatment against absence epilepsy in children, but its molecular mechanism of action remains unclear. Although ethosuximide has been suggested to exert its antiepileptic effect by inhibiting T-type voltage-gated calcium channels (Coulter et al., 1989a,b 1990; Gomora et al., 2001; Lacinova et al., 2000), this is controversial and several alternative targets have been suggested (Crunelli and Leresche, 2002; Fohlmeister et al., 1984). To investigate if these channels constitute the AED’s molecular target against PTZ-induced convulsions in C. elegans, we deleted the worm T-type calcium channel-encoding cca-1 orthologue in unc-49 mutants by genetically crossing them with a loss-of-function cca-1 mutant to generate double mutant unc-49;cca-1 animals. Three independently-derived lines were genetically verified for both mutations (Supplementary Figure S1), and assayed to validate the reproducibility of responses to drug treatment and PTZ exposure. The single cca-1 mutant did not exhibit seizures in response to PTZ, similar to wild type strains (Fig. 6; Supplementary video S6). Loss of functional CCA-1 had no significant effect on the ability of PTZ to evoke convulsions in double unc-49;cca-1 mutants (Supplementary video S7). The anticonvulsant activity of 4 mg/ml ethosuximide was unaffected by mutation of cca-1, as both the proportion of convulsing worms (Fig. 6A) and the mean number of head bobs exhibited per animal (Fig. 6B) were comparable in double unc-49;cca-1 mutants and single unc-49 mutants containing wild type CCA-1. Importantly, the same concentration of the chemically similar but biologically inert molecule succinimide conferred no protection from PTZ-induced convulsions in single unc-49 mutants (Fig. 6) or double unc-49;cca-1 mutants (Supplementary video S7), demonstrating that the anticonvulsant activity of ethosuximide was specific to the drug and not due to non-specific effects of the treatment conditions. We therefore conclude that ethosuximide does not prevent PTZ-induced convulsions in unc-49 mutants by inhibiting T-type calcium channels.
4. Discussion
Building on previously-reported observations of PTZ-induced seizure-like activity in GABAergic and CaMKII C. elegans mutants (Williams et al., 2004), we have generated a refined platform using unc-49 GABAA receptor mutants. Using our streamlined approach, characteristic head-bobbing convulsions were initiated through liquid-based PTZ exposure, resulting in a two-fold reduction in the exposure time required for optimal induction of seizure-like activity compared to the agar plate-based method used in the original study. Our liquid-based method of administering both PTZ and AED through droplet incubation offers two further advantages. Firstly, throughput is increased and cost is reduced, since tedious and more expensive PTZ and drug plate preparations are not required. Secondly, our refined technique is better suited to the use of compound libraries. Since the latter are typically prepared as stock solutions in DMSO in microtitre plates, diluted solutions for screening can be easily and directly prepared in micro-titre formats, especially with the use of robotic platforms (Buckingham et al., 2014). Furthermore, we have demonstrated that PTZ responsiveness is unaffected by DMSO concentrations up to 1%, thereby facilitating screening of DMSO-solubilised compound libraries. Additional streamlining of the screening process could potentially be achieved using robotic systems for automated culturing and handling of nematodes, which are also adaptable for micro-titre plate configurations (Bazopoulou et al., 2017; Boyd et al., 2010; Xian et al., 2013). Although we have demonstrated that precise age synchronization is not essential for our platform, since 1- to 3-day-old adult worms respond similarly to PTZ, current technologies enabling the sorting of C. elegans by age and/or size could potentially be used to further enhance the assay by facilitating automated selection of young adult nematodes (Boyd et al., 2010; Pulak, 2006; Rezai et al., 2012).
Despite these advantages, one caveat of our system is the use of visual scoring of the characteristic head-bobbing convulsions. Manual scoring of convulsions is inherently liable to subjectivity, and so the implementation of an automated scoring method would standardize scoring parameters and greatly improve the throughput of our screening platform. Given that such automated scoring technologies have already been developed for other phenotypes in C. elegans (Buckingham et al., 2014), this is likely achievable for the head-bobbing phenotype with the implementation of algorithms and parameters to strictly differentiate between seizure-like activity and other behaviours. A further potential limitation of our system is the use of the unc-49 GABAA receptor mutant background, which may produce false negatives for AEDs that directly or indirectly target GABAA receptors. This issue is mitigated to some extent by the fact that unc-49 is only one of seven GABAA receptor-encoding genes in the worm genome (others being gab-1, lgc-35, lgc-36, lgc-37, lgc-38 and exp-1), so GABAA-receptor-binding drugs should still be able to exert effects (Gendrel et al., 2016). Finally, some classes of AEDs may have no activity in our assay because their target proteins are not expressed in worms. For example, the C. elegans genome does not encode voltage-gated sodium channels (Bargmann, 1998), which are the most common molecular target of currently prescribed AEDs. However, if the goal is to discover new AEDs with novel molecular targets, perhaps using an animal model that lacks one of the best established drug targets could be argued to be an advantage.
In order for a worm assay to be potentially useful for novel AED screening, clinically approved AEDs must first be shown to protect against convulsions as a proof of principle. Here, we validated the unc-49 platform by replicating the long-established anticonvulsant effect of ethosuximide seen in traditional rodent PTZ seizure models (Chen et al., 1963; Löscher, 2011). Pre-incubation for 2 h in a bathing solution of 4 mg/ml ethosuximide greatly reduced seizure-like activity and also improved the uncoordinated movement of PTZ-treated unc-49 mutant worms. Based on previous studies of ethosuximide accumulation in C. elegans (Evason et al., 2005) and the linear relationship between ethosuximide dosage and serum/CSF concentration in humans (Patsalos, 2005), we estimate that the internal concentration of ethosuximide in worms bathed in a 4 mg/ml solution is approximately 440 μM. This value is within the known human therapeutic serum concentration range of 280–700 μM (Goren and Onat, 2007), further supporting the pharmacological validity of our worm assay. Chemical screens have previously been performed in both heat- and electroshock-induced C. elegans models of seizure-like activity (Pandey et al., 2010; Risley et al., 2016). However, the anticonvulsive effects of known AEDs against heat-induced convulsions was not demonstrated. Although several established AEDs were assessed in the electroshock model, protective effects were evaluated based on improvement of the recovery time from convulsions after removal of the electric stimulus, as opposed to inhibition of convulsions per se. Despite these limitations, both models have potential utility for compound library screening. Our system, using PTZ exposure in unc-49 mutants, offers a complementary platform that is already validated using a currently prescribed AED based on a direct readout of convulsion reduction. Applications of our model include unbiased compound screens to find novel anticonvulsant molecules as well as chemical modification of existing AEDs to facilitate drug repurposing. Indeed, we have recently used the unc-49 assay to rapidly pre-screen ethosuximide-based compounds for bioactivity before subsequent testing for increased neuroprotective potency (Wong et al., 2018). In view of the large number of rodents used as acute seizure models in AED discovery, C. elegans assays could be a more economical and ethical alternative.
The ease of genetic manipulation in C. elegans and the availability of mutants covering most of the genome facilitates the rapid creation of genetic epilepsy models. Indeed, the unc-49 mutant characterised herein (Bamber et al., 1999) and the aforementioned acr-2 mutant (Jospin et al., 2009) contain mutations in C. elegans homologues of human GABAA and nicotinic acetylcholine receptor genes, respectively, which have been linked to various forms of epilepsies (Audenaert et al., 2006; Baulac et al., 2001; Chen et al., 2009; Cossette et al., 2002; Epi et al., 2013; Fusco et al., 2000; Gambardella et al., 2003; Harkin et al., 2002; Hirose et al., 1999; Kananura et al., 2002; Lachance‐Touchette et al., 2011; Leniger et al., 2003; Lerche et al., 2013; Marini et al., 2003; Phillips et al., 2001; Rozycka et al., 2003; Sáenz et al., 1999; Steinlein et al., 1997, 1995; Sun et al., 2008; Wallace et al., 2001; Wang et al., 2017). These links to genetic epilepsies therefore provide a basis for the clinical relevance of both acr-2 and unc-49 platforms. Furthermore, chemical genetic approaches can be performed rapidly in C. elegans to shed light on the mechanisms of action of currently prescribed AEDs, which are often poorly understood. Indeed, ethosuximide has been variously suggested to inhibit T-type calcium channels (Coulter et al., 1989a, 1990, 1989b; Gomora et al., 2001; Lacinova et al., 2000), voltage-gated sodium channels and potassium channels (Fohlmeister et al., 1984); to activate forkhead box O (FOXO) transcription factors (Chen et al., 2015b); and to modulate the phosphoinositide 3-kinase/AKT/Wnt/β-catenin signalling pathway (Tiwari et al., 2015). Our proof-of-concept chemical genetics investigation has clearly demonstrated that ethosuximide’s anticonvulsant effect is not mediated by the C. elegans T-type calcium channel CCA-1. The inability of ethosuximide to rescue the full-body convulsions in unc-43 null mutants could potentially suggest that UNC-43 (CAMKII) or a CAMKII-phosphorylated substrate protein(s) may be the molecular target of ethosuximide. However, there are no published data linking ethosuximide to CAMKII, so evidence for this proposition is lacking. Nevertheless, although we have not yet identified ethosuximide’s molecular target, the ease of conducting genome-wide genetic screens in C. elegans suggests that this could be feasibly achieved using our assay.
5. Conclusions
In conclusion, we have developed a streamlined assay in C. elegans suitable for early-stage AED screening. We envisage that this could be used in future as the first pass in a pipeline for drug discovery, with promising compounds being prioritised for validation in conventional rodent models, thus reducing the ethical and financial costs of AED screening. In addition, the C. elegans system enables rapid identification of the mechanisms of action of such validated novel AEDs via chemical genetics.
Competing financial interests
The authors declare no competing interests.
Author contributions
SW, AJ, SD and DG performed the experiments. SW, AJ, AD, JWB, RDB, AGM, VTC GJS and AM analysed and interpreted the data. AM and GJS conceived and designed the experiments. SW and AM wrote the manuscript with input from all of the other authors.
Acknowledgements
This work was supported by a Wellcome Trust PhD studentship for SW awarded to AM/RDB (grant number 102378/Z/13); and an MRC DiMeN PhD studentship for AJ awarded to AM/GJS/AGM/VTC. Strains used in this work were provided by the Caenorhabditis Genetics Center, which is funded by the NIH National Center for Research Resources (NCRR).
Footnotes
Supplementary material related to this article can be found, in the online version, at doi:https://doi.org/10.1016/j.jneumeth.2018.09.004.
Contributor Information
Shi Quan Wong, Email: wongsq@liverpool.ac.uk.
Alistair Jones, Email: Alistair.Jones@liverpool.ac.uk.
Steven Dodd, Email: stedodd@liverpool.ac.uk.
Douglas Grimes, Email: hldgrime@liverpool.ac.uk.
Jeff W. Barclay, Email: barclayj@liverpool.ac.uk.
Anthony G. Marson, Email: marjon01@liverpool.ac.uk.
Vincent T. Cunliffe, Email: v.t.cunliffe@sheffield.ac.uk.
Robert D. Burgoyne, Email: burgoyne@liverpool.ac.uk.
Graeme J. Sills, Email: g.sills@liverpool.ac.uk.
Alan Morgan, Email: amorgan@liverpool.ac.uk.
Appendix A. Supplementary data
The following are Supplementary data to this article:
References
- Audenaert D., Schwartz E., Claeys K.G., Claes L., Deprez L., Suls A., Van Dyck T., Lagae L., Van Broeckhoven C., Macdonald R.L., De Jonghe P. A novel GABRG2 mutation associated with febrile seizures. Neurology. 2006;67:687–690. doi: 10.1212/01.wnl.0000230145.73496.a2. [DOI] [PubMed] [Google Scholar]
- Baines R.A., Giachello C.N.G., Lin W.-H. Chapter 24 - Drosophila. In: Pitkänen A., Buckmaster P.S., Galanopoulou A.S., Moshé S.L., editors. Models of Seizures and Epilepsy (Second Edition) Academic Press; 2017. pp. 345–358. [Google Scholar]
- Bamber B.A., Beg A.A., Twyman R.E., Jorgensen E.M. The Caenorhabditis elegans unc-49 locus encodes multiple subunits of a heteromultimeric GABA receptor. J. Neurosci. 1999;19:5348–5359. doi: 10.1523/JNEUROSCI.19-13-05348.1999. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Baraban S.C. Emerging epilepsy models: insights from mice, flies, worms and fish. Curr. Opin. Neurol. 2007;20:164–168. doi: 10.1097/WCO.0b013e328042bae0. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Bargmann C.I. Neurobiology of the Caenorhabditis elegans genome. Science. 1998;282:2028–2033. doi: 10.1126/science.282.5396.2028. [DOI] [PubMed] [Google Scholar]
- Baulac S., Huberfeld G., Gourfinkel-An I., Mitropoulou G., Beranger A., Prud’homme J.-F., Baulac M., Brice A., Bruzzone R., LeGuern E. First genetic evidence of GABAA receptor dysfunction in epilepsy: a mutation in the γ2-subunit gene. Nat. Genet. 2001;28:46. doi: 10.1038/ng0501-46. [DOI] [PubMed] [Google Scholar]
- Bazopoulou D., Chaudhury A.R., Pantazis A., Chronis N. An automated compound screening for anti-aging effects on the function of C. Elegans sensory neurons. Sci. Rep. 2017;7:9403. doi: 10.1038/s41598-017-09651-x. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Bialer M. How did phenobarbital’s chemical structure affect the development of subsequent antiepileptic drugs (AEDs)? Epilepsia. 2012;53(Suppl. 8):3–11. doi: 10.1111/epi.12024. [DOI] [PubMed] [Google Scholar]
- Boyd W.A., McBride S.J., Rice J.R., Snyder D.W., Freedman J.H. A high-throughput method for assessing chemical toxicity using a Caenorhabditis elegans reproduction assay. Toxicol. Appl. Pharmacol. 2010;245:153–159. doi: 10.1016/j.taap.2010.02.014. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Brenner S. The genetics of Caenorhabditis elegans. Genetics. 1974;77:71–94. doi: 10.1093/genetics/77.1.71. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Brodie M.J., Covanis A., Gil-Nagel A., Lerche H., Perucca E., Sills G.J., White H.S. Antiepileptic drug therapy: does mechanism of action matter? Epilepsy Behav. 2011;21:331–341. doi: 10.1016/j.yebeh.2011.05.025. [DOI] [PubMed] [Google Scholar]
- Buckingham S.D., Partridge F.A., Sattelle D.B. Automated, high-throughput, motility analysis in Caenorhabditiselegans and parasitic nematodes: applications in the search for new anthelmintics. Int. J. Parasitol. Drugs Drug Resist. 2014;4:226–232. doi: 10.1016/j.ijpddr.2014.10.004. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Chen G., Weston J.K., Bratton A.C., Jr Anticonvulsant activity and toxicity of phensuximide, methsuximide and ethosuximide. Epilepsia. 1963;4:66–76. doi: 10.1111/j.1528-1157.1963.tb05209.x. [DOI] [PubMed] [Google Scholar]
- Chen Y., Wu L., Fang Y., He Z., Peng B., Shen Y., Xu Q. A novel mutation of the nicotinic acetylcholine receptor gene CHRNA4 in sporadic nocturnal frontal lobe epilepsy. Epilepsy Res. 2009;83:152–156. doi: 10.1016/j.eplepsyres.2008.10.009. [DOI] [PubMed] [Google Scholar]
- Chen X., Barclay J.W., Burgoyne R.D., Morgan A. Using C. Elegans to discover therapeutic compounds for ageing-associated neurodegenerative diseases. Chem. Cent. J. 2015;9:65. doi: 10.1186/s13065-015-0143-y. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Chen X., McCue H.V., Wong S.Q., Kashyap S.S., Kraemer B.C., Barclay J.W., Burgoyne R.D., Morgan A. Ethosuximide ameliorates neurodegenerative disease phenotypes by modulating DAF-16/FOXO target gene expression. Mol. Neurodegener. 2015;10:51. doi: 10.1186/s13024-015-0046-3. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Choi H., Schneider H., Klum S., Chandler-Brown D., Kaeberlein M., Shamieh L. UV-photoconversion of ethosuximide from a longevity-promoting compound to a potent toxin. PLoS One. 2013;8:e82543. doi: 10.1371/journal.pone.0082543. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Collins J.J., Evason K., Pickett C.L., Schneider D.L., Kornfeld K. The anticonvulsant ethosuximide disrupts sensory function to extend C. elegans lifespan. PLoS Genet. 2008;4 doi: 10.1371/journal.pgen.1000230. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Copmans D., Siekierska A., de Witte P.A.M. Chapter 26 - zebrafish models of epilepsy and epileptic seizures. In: Pitkänen A., Buckmaster P.S., Galanopoulou A.S., Moshé S.L., editors. Models of Seizures and Epilepsy (Second Edition) Academic Press; 2017. pp. 369–384. [Google Scholar]
- Cossette P., Liu L., Brisebois K., Dong H., Lortie A., Vanasse M., Saint-Hilaire J.-M., Carmant L., Verner A., Lu W.-Y., Tian Wang Y., Rouleau G.A. Mutation of GABRA1 in an autosomal dominant form of juvenile myoclonic epilepsy. Nat. Genet. 2002;31:184. doi: 10.1038/ng885. [DOI] [PubMed] [Google Scholar]
- Coulter D.A., Huguenard J.R., Prince D.A. Characterization of ethosuximide reduction of low-threshold calcium current in thalamic neurons. Ann. Neurol. 1989;25:582–593. doi: 10.1002/ana.410250610. [DOI] [PubMed] [Google Scholar]
- Coulter D.A., Huguenard J.R., Prince D.A. Specific petit mal anticonvulsants reduce calcium currents in thalamic neurons. Neurosci. Lett. 1989;98:74–78. doi: 10.1016/0304-3940(89)90376-5. [DOI] [PubMed] [Google Scholar]
- Coulter D.A., Huguenard J.R., Prince D.A. Differential effects of petit mal anticonvulsants and convulsants on thalamic neurones: calcium current reduction. Br. J. Pharmacol. 1990;100:800–806. doi: 10.1111/j.1476-5381.1990.tb14095.x. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Crunelli V., Leresche N. Block of thalamic T-Type Ca(2+) channels by ethosuximide is not the whole story. Epilepsy Curr./ Am. Epilepsy Soc. 2002;2:53–56. doi: 10.1046/j.1535-7597.2002.00024.x. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Cunliffe V.T., Baines R.A., Giachello C.N., Lin W.H., Morgan A., Reuber M., Russell C., Walker M.C., Williams R.S. Epilepsy research methods update: understanding the causes of epileptic seizures and identifying new treatments using non-mammalian model organisms. Seizure. 2015;24:44–51. doi: 10.1016/j.seizure.2014.09.018. [DOI] [PubMed] [Google Scholar]
- Duncan J.S., Sander J.W., Sisodiya S.M., Walker M.C. Adult epilepsy. Lancet. 2006;367:1087–1100. doi: 10.1016/S0140-6736(06)68477-8. [DOI] [PubMed] [Google Scholar]
- Epi K.C., Epilepsy Phenome/Genome P., Allen A.S., Berkovic S.F., Cossette P., Delanty N., Dlugos D., Eichler E.E., Epstein M.P., Glauser T., Goldstein D.B., Han Y., Heinzen E.L., Hitomi Y., Howell K.B., Johnson M.R., Kuzniecky R., Lowenstein D.H., Lu Y.F., Madou M.R., Marson A.G., Mefford H.C., Esmaeeli Nieh S., O’Brien T.J., Ottman R., Petrovski S., Poduri A., Ruzzo E.K., Scheffer I.E., Sherr E.H., Yuskaitis C.J., Abou-Khalil B., Alldredge B.K., Bautista J.F., Berkovic S.F., Boro A., Cascino G.D., Consalvo D., Crumrine P., Devinsky O., Dlugos D., Epstein M.P., Fiol M., Fountain N.B., French J., Friedman D., Geller E.B., Glauser T., Glynn S., Haut S.R., Hayward J., Helmers S.L., Joshi S., Kanner A., Kirsch H.E., Knowlton R.C., Kossoff E.H., Kuperman R., Kuzniecky R., Lowenstein D.H., McGuire S.M., Motika P.V., Novotny E.J., Ottman R., Paolicchi J.M., Parent J.M., Park K., Poduri A., Scheffer I.E., Shellhaas R.A., Sherr E.H., Shih J.J., Singh R., Sirven J., Smith M.C., Sullivan J., Lin Thio L., Venkat A., Vining E.P., Von Allmen G.K., Weisenberg J.L., Widdess-Walsh P., Winawer M.R. De novo mutations in epileptic encephalopathies. Nature. 2013;501:217–221. doi: 10.1038/nature12439. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Evason K., Huang C., Yamben I., Covey D.F., Kornfeld K. Anticonvulsant medications extend worm life-span. Science. 2005;307:258–262. doi: 10.1126/science.1105299. [DOI] [PubMed] [Google Scholar]
- Fohlmeister J.F., Adelman W.J., Jr, Brennan J.J. Excitable channel currents and gating times in the presence of anticonvulsants ethosuximide and valproate. J. Pharmacol. Exp. Ther. 1984;230:75–81. [PubMed] [Google Scholar]
- Fusco M.D., Becchetti A., Patrignani A., Annesi G., Gambardella A., Quattrone A., Ballabio A., Wanke E., Casari G. The nicotinic receptor β2 subunit is mutant in nocturnal frontal lobe epilepsy. Nat. Genet. 2000;26:275. doi: 10.1038/81566. [DOI] [PubMed] [Google Scholar]
- Gambardella A., Manna I., Labate A., Chifari R., La Russa A., Serra P., Cittadella R., Bonavita S., Andreoli V., LePiane E., Sasanelli F., Di Costanzo A., Zappia M., Tedeschi G., Aguglia U., Quattrone A. GABA(B) receptor 1 polymorphism (G1465A) is associated with temporal lobe epilepsy. Neurology. 2003;60:560–563. doi: 10.1212/01.wnl.0000046520.79877.d8. [DOI] [PubMed] [Google Scholar]
- Gendrel M., Atlas E.G., Hobert O. A cellular and regulatory map of the GABAergic nervous system of C. elegans. Elife. 2016:5. doi: 10.7554/eLife.17686. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Gomora J.C., Daud A.N., Weiergraber M., Perez-Reyes E. Block of cloned human T-type calcium channels by succinimide antiepileptic drugs. Mol. Pharmacol. 2001;60:1121–1132. [PubMed] [Google Scholar]
- Goren M.Z., Onat F. Ethosuximide: from bench to bedside. CNS Drug Rev. 2007;13(2):224–239. doi: 10.1111/j.1527-3458.2007.00009.x. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Harkin L.A., Bowser D.N., Dibbens L.M., Singh R., Phillips F., Wallace R.H., Richards M.C., Williams D.A., Mulley J.C., Berkovic S.F., Scheffer I.E., Petrou S. Truncation of the GABAA-Receptor γ2 subunit in a family with generalized epilepsy with febrile seizures plus. Am. J. Hum. Genet. 2002;70:530–536. doi: 10.1086/338710. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Hirose S., Iwata H., Akiyoshi H., Kobayashi K., Ito M., Wada K., Kaneko S., Mitsudome A. A novel mutation of CHRNA4 responsible for autosomal dominant nocturnal frontal lobe epilepsy. Neurology. 1999;53:1749. doi: 10.1212/wnl.53.8.1749. [DOI] [PubMed] [Google Scholar]
- Jin Y., Jorgensen E., Hartwieg E., Horvitz H.R. The Caenorhabditis elegans gene unc-25 encodes glutamic acid decarboxylase and is required for synaptic transmission but not synaptic development. J. Neurosci. 1999;19:539–548. doi: 10.1523/JNEUROSCI.19-02-00539.1999. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Johnson J.R., Ferdek P., Lian L.Y., Barclay J.W., Burgoyne R.D., Morgan A. Binding of UNC-18 to the N-terminus of syntaxin is essential for neurotransmission in Caenorhabditis elegans. Biochem. J. 2009;418:73–80. doi: 10.1042/BJ20081956. [DOI] [PubMed] [Google Scholar]
- Jospin M., Qi Y.B., Stawicki T.M., Boulin T., Schuske K.R., Horvitz H.R., Bessereau J.L., Jorgensen E.M., Jin Y. A neuronal acetylcholine receptor regulates the balance of muscle excitation and inhibition in Caenorhabditis elegans. PLoS Biol. 2009;7 doi: 10.1371/journal.pbio.1000265. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Kananura C., Haug K., Sander T. A splice-site mutation in gabrg2 associated with childhood absence epilepsy and febrile convulsions. Arch. Neurol. 2002;59:1137–1141. doi: 10.1001/archneur.59.7.1137. [DOI] [PubMed] [Google Scholar]
- Lachance‐Touchette P., Brown P., Meloche C., Kinirons P., Lapointe L., Lacasse H., Lortie A., Carmant L., Bedford F., Bowie D., Cossette P. Novel α1 and γ2 GABAA receptor subunit mutations in families with idiopathic generalized epilepsy. Eur. J. Neurosci. 2011;34:237–249. doi: 10.1111/j.1460-9568.2011.07767.x. [DOI] [PubMed] [Google Scholar]
- Lacinova L., Klugbauer N., Hofmann F. Regulation of the calcium channel alpha(1G) subunit by divalent cations and organic blockers. Neuropharmacology. 2000;39:1254–1266. doi: 10.1016/s0028-3908(99)00202-6. [DOI] [PubMed] [Google Scholar]
- Leniger T., Kananura C., Hufnagel A., Bertrand S., Bertrand D., Steinlein Ortrud K. A new Chrna4 mutation with low penetrance in nocturnal frontal lobe epilepsy. Epilepsia. 2003;44:981–985. doi: 10.1046/j.1528-1157.2003.61102.x. [DOI] [PubMed] [Google Scholar]
- Lerche H., Shah M., Beck H., Noebels J., Johnston D., Vincent A. Ion channels in genetic and acquired forms of epilepsy. J. Physiol. 2013;591:753–764. doi: 10.1113/jphysiol.2012.240606. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Locke C.J., Caldwell K.A., Caldwell G.A. The nematode, Caenorhabditis elegans, as an emerging model for investigating epilepsy. In: Baraban S.C., editor. Animal Models of Epilepsy: Methods and Innovations. Humana Press; Totowa, NJ: 2009. pp. 1–25. [Google Scholar]
- Löscher W. Critical review of current animal models of seizures and epilepsy used in the discovery and development of new antiepileptic drugs. Seizure. 2011;20:359–368. doi: 10.1016/j.seizure.2011.01.003. [DOI] [PubMed] [Google Scholar]
- Marini C., Harkin L.A., Wallace R.H., Mulley J.C., Scheffer I.E., Berkovic S.F. Childhood absence epilepsy and febrile seizures: a family with a GABAA receptor mutation. Brain. 2003;126:230–240. doi: 10.1093/brain/awg018. [DOI] [PubMed] [Google Scholar]
- McIntire S.L., Jorgensen E., Horvitz H.R. Genes required for GABA function in Caenorhabditis elegans. Nature. 1993;364:334–337. doi: 10.1038/364334a0. [DOI] [PubMed] [Google Scholar]
- Pandey R., Gupta S., Tandon S., Wolkenhauer O., Vera J., Gupta S.K. Baccoside A suppresses epileptic-like seizure/convulsion in Caenorhabditis elegans. Seizure. 2010;19:439–442. doi: 10.1016/j.seizure.2010.06.005. [DOI] [PubMed] [Google Scholar]
- Patsalos P.N. Properties of antiepileptic drugs in the treatment of idiopathic generalized epilepsies. Epilepsia. 2005;46(Suppl 9):140–148. doi: 10.1111/j.1528-1167.2005.00326.x. [DOI] [PubMed] [Google Scholar]
- Patsalos P.N. Ethosuximide. In: Bourgeois B.F.D., editor. The Epilepsy Prescriber’s Guide to Antiepileptic Drugs. Cambridge University Press; Cambridge: 2013. pp. 66–74. [Google Scholar]
- Phillips H.A., Favre I., Kirkpatrick M., Zuberi S.M., Goudie D., Heron S.E., Scheffer I.E., Sutherland G.R., Berkovic S.F., Bertrand D., Mulley J.C. CHRNB2 is the second acetylcholine receptor subunit associated with autosomal dominant nocturnal frontal lobe epilepsy*. Am. J. Hum. Genet. 2001;68:225–231. doi: 10.1086/316946. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Pulak R. Techniques for analysis, sorting, and dispensing of C. elegans on the COPAS flow-sorting system. Methods Mol. Biol. 2006;351:275–286. doi: 10.1385/1-59745-151-7:275. [DOI] [PubMed] [Google Scholar]
- Reiner D.J., Newton E.M., Tian H., Thomas J.H. Diverse behavioural defects caused by mutations in Caenorhabditis elegans unc-43 CaM kinase II. Nature. 1999;402:199–203. doi: 10.1038/46072. [DOI] [PubMed] [Google Scholar]
- Remy S., Beck H. Molecular and cellular mechanisms of pharmacoresistance in epilepsy. Brain. 2006;129:18–35. doi: 10.1093/brain/awh682. [DOI] [PubMed] [Google Scholar]
- Rezai P., Salam S., Selvaganapathy P.R., Gupta B.P. Electrical sorting of Caenorhabditis elegans. Lab Chip. 2012;12:1831–1840. doi: 10.1039/c2lc20967e. [DOI] [PubMed] [Google Scholar]
- Risley M.G., Kelly S.P., Jia K., Grill B., Dawson-Scully K. Modulating behavior in C. elegans using electroshock and antiepileptic drugs. PLoS One. 2016;11 doi: 10.1371/journal.pone.0163786. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Rozycka A., Skorupska E., Kostyrko A., Trzeciak Wieslaw H. Evidence for S284L mutation of the CHRNA4 in a white family with autosomal dominant nocturnal frontal lobe epilepsy. Epilepsia. 2003;44:1113–1117. doi: 10.1046/j.1528-1157.2003.07603.x. [DOI] [PubMed] [Google Scholar]
- Sáenz A., Galán J., Caloustian C. Autosomal dominant nocturnal frontal lobe epilepsy in a spanish family with a ser252phe mutation in the chrna4 gene. Arch. Neurol. 1999;56:1004–1009. doi: 10.1001/archneur.56.8.1004. [DOI] [PubMed] [Google Scholar]
- Santulli L., Coppola A., Balestrini S., Striano S. The challenges of treating epilepsy with 25 antiepileptic drugs. Pharmacol. Res. 2016;107:211–219. doi: 10.1016/j.phrs.2016.03.016. [DOI] [PubMed] [Google Scholar]
- Schmidt D., Schachter S.C. Drug treatment of epilepsy in adults. BMJ. 2014;348:18. doi: 10.1136/bmj.g254. [DOI] [PubMed] [Google Scholar]
- Steger K.A., Shtonda B.B., Thacker C., Snutch T.P., Avery L. The C. elegans T-type calcium channel CCA-1 boosts neuromuscular transmission. J. Exp. Biol. 2005;208:2191–2203. doi: 10.1242/jeb.01616. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Steinlein O.K., Mulley J.C., Propping P., Wallace R.H., Phillips H.A., Sutherland G.R., Scheffer I.E., Berkovic S.F. A missense mutation in the neuronal nicotinic acetylcholine receptor α4 subunit is associated with autosomal dominant nocturnal frontal lobe epilepsy. Nat. Genet. 1995;11:201. doi: 10.1038/ng1095-201. [DOI] [PubMed] [Google Scholar]
- Steinlein O.K., Magnusson A., Stoodt J., Bertrand S., Weiland S., Berkovic S.F., Nakken K.O., Propping P., Bertrand D. An insertion mutation of the CHRNA4 gene in a family with autosomal dominant nocturnal frontal lobe epilepsy. Hum. Mol. Genet. 1997;6:943–947. doi: 10.1093/hmg/6.6.943. [DOI] [PubMed] [Google Scholar]
- Sun H., Zhang Y., Liang J., Liu X., Ma X., Wu H., Xu K., Qin J., Qi Y., Wu X. SCN1A, SCN1B, and GABRG2 gene mutation analysis in Chinese families with generalized epilepsy with febrile seizures plus. J. Hum. Genet. 2008;53:769–774. doi: 10.1007/s10038-008-0306-y. [DOI] [PubMed] [Google Scholar]
- Takayanagi-Kiya S., Jin Y. Chapter 23 - nematode C. elegans: genetic dissection of pathways regulating seizure and epileptic-like behaviors A2 - Pitkänen, Asla. In: Buckmaster P.S., Galanopoulou A.S., Moshé S.L., editors. Models of Seizures and Epilepsy (Second Edition) Academic Press; 2017. pp. 327–344. [Google Scholar]
- Tauffenberger A., Julien C., Parker J.A. Evaluation of longevity enhancing compounds against transactive response DNA-binding protein-43 neuronal toxicity. Neurobiol. Aging. 2013;34:2175–2182. doi: 10.1016/j.neurobiolaging.2013.03.014. [DOI] [PubMed] [Google Scholar]
- Tiwari S.K., Seth B., Agarwal S., Yadav A., Karmakar M., Gupta S.K., Choubey V., Sharma A., Chaturvedi R.K. Ethosuximide induces hippocampal neurogenesis and reverses cognitive deficits in an amyloid-β toxin-induced Alzheimer rat model via the phosphatidylinositol 3-Kinase (PI3K)/Akt/Wnt/β-catenin pathway. J. Biol. Chem. 2015;290(47):28540–28558. doi: 10.1074/jbc.M115.652586. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Wallace R.H., Marini C., Petrou S., Harkin L.A., Bowser D.N., Panchal R.G., Williams D.A., Sutherland G.R., Mulley J.C., Scheffer I.E., Berkovic S.F. Mutant GABAA receptor γ2-subunit in childhood absence epilepsy and febrile seizures. Nat. Genet. 2001;28:49. doi: 10.1038/ng0501-49. [DOI] [PubMed] [Google Scholar]
- Wang J., Lin Z.-J., Liu L., Xu H.-Q., Shi Y.-W., Yi Y.-H., He N., Liao W.-P. Epilepsy-associated genes. Seizure. 2017;44:11–20. doi: 10.1016/j.seizure.2016.11.030. [DOI] [PubMed] [Google Scholar]
- WHO . In: Epilepsy Fact Sheet. centre W.M., editor. WHO; 2018. [Google Scholar]
- Williams S.N., Locke C.J., Braden A.L., Caldwell K.A., Caldwell G.A. Epileptic-like convulsions associated with LIS-1 in the cytoskeletal control of neurotransmitter signaling in Caenorhabditis elegans. Hum. Mol. Genet. 2004;13:2043–2059. doi: 10.1093/hmg/ddh209. [DOI] [PubMed] [Google Scholar]
- Wong S.Q., Pontifex M.G., Phelan M.M., Pidathala C., Kraemer B.C., Barclay J.W., Berry N.G., O’Neill P.M., Burgoyne R.D., Morgan A. Alpha-Methyl-alpha-phenylsuccinimide ameliorates neurodegeneration in a C. elegans model of TDP-43 proteinopathy. Neurobiol. Dis. 2018;118:40–54. doi: 10.1016/j.nbd.2018.06.013. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Xian B., Shen J., Chen W., Sun N., Qiao N., Jiang D., Yu T., Men Y., Han Z., Pang Y., Kaeberlein M., Huang Y., Han Jing-Dong J. WormFarm: a quantitative control and measurement device toward automated Caenorhabditis elegans aging analysis. Aging Cell. 2013;12:398–409. doi: 10.1111/acel.12063. [DOI] [PubMed] [Google Scholar]
Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.