V-cbc.ca

Supplemental Material can be found at: 0022-3565/10/3322-569–577$20.00THE JOURNAL OF PHARMACOLOGY AND EXPERIMENTAL THERAPEUTICS Copyright 2010 by The American Society for Pharmacology and Experimental Therapeutics JPET 332:569–577, 2010 Printed in U.S.A. Cannabidiol Displays Antiepileptiform and AntiseizureProperties In Vitro and In Vivo□S Nicholas A. Jones, Andrew J. Hill, Imogen Smith, Sarah A. Bevan, Claire M. Williams,Benjamin J. Whalley, and Gary J. Stephens School of Pharmacy (N.A.J., A.J.H., I.S., S.A.B., B.J.W., G.J.S.) and School of Psychology (N.A.J., A.J.H., C.M.W.),University of Reading, Whiteknights, Reading, United Kingdom Received July 22, 2009; accepted November 9, 2009 ABSTRACT
Plant-derived cannabinoids (phytocannabinoids) are com-
(in CA1, only at 100 ␮M CBD), burst duration (in CA3 and pounds with emerging therapeutic potential. Early studies DG), and burst frequency (in all regions). CBD (1, 10, and 100 suggested that cannabidiol (CBD) has anticonvulsant prop- mg/kg) effects were also examined in vivo using the penty- erties in animal models and reduced seizure frequency in lenetetrazole model of generalized seizures. CBD (100 mg/ limited human trials. Here, we examine the antiepileptiform kg) exerted clear anticonvulsant effects with significant de- and antiseizure potential of CBD using in vitro electrophys- creases in incidence of severe seizures and mortality iology and an in vivo animal seizure model, respectively. CBD compared with vehicle-treated animals. Finally, CBD acted (0.01–100 ␮M) effects were assessed in vitro using the with only low affinity at cannabinoid CB Mg2⫹-free and 4-aminopyridine (4-AP) models of epilepti- displayed no agonist activity in [35S]guanosine 5⬘-O-(3-thio)- form activity in hippocampal brain slices via multielectrode triphosphate assays in cortical membranes. These findings array recordings. In the Mg2⫹-free model, CBD decreased suggest that CBD acts, potentially in a CB receptor-inde- epileptiform local field potential (LFP) burst amplitude pendent manner, to inhibit epileptiform activity in vitro and [in CA1 and dentate gyrus (DG) regions] and burst duration seizure severity in vivo. Thus, we demonstrate the potential (in all regions) and increased burst frequency (in all regions).
of CBD as a novel antiepileptic drug in the unmet clinical In the 4-AP model, CBD decreased LFP burst amplitude need associated with generalized seizures.
A growing number of phytocannabinoids have been shown endocannabinoid (eCB) system has been shown to be a key to possess biological activity (Pertwee, 2008) and, in partic- determinant of hippocampal epileptiform activity (Wallace et ular, to affect neuronal excitability in the CNS. Phytocan- al., 2002; Monory et al., 2006; Luda´nyi et al., 2008). The nabinoid actions are reported to be mediated by G protein- major psychoactive compound ⌬9-THC was the first phyto- coupled cannabinoid CB and CB receptors and potentially cannabinoid reported to affect epileptiform activity; ⌬9-THC, by other non-CB receptor targets (Howlett et al., 2004; Per- a partial agonist at CB receptors, was shown to inhibit twee, 2008). CB receptors are highly expressed in the hip- excitatory glutamatergic neurotransmission in hippocampal pocampus (Herkenham et al., 1990; Tsou et al., 1998) and are neurons under low Mg2⫹ conditions (Shen and Thayer, 1999; well known to modulate epileptiform and seizure activity but see Straiker and Mackie, 2005).
(Shen and Thayer, 1999; Wallace et al., 2001). Moreover, the CBD is the major nonpsychoactive component of Cannabis sativa whose structure was first described by Mechoulam This work was supported by a GW Pharmaceuticals and Otsuka Pharma- and Shvo (1963); CBD has recently attracted renewed inter- ceuticals award, by a University of Reading Research Endowment Trust Fund est for its therapeutic potential in a number of disease states award; and The Wellcome Trust [Grant 070739].
Article, publication date, and citation information can be found at (Pertwee, 2008). CBD has been proposed to possess anticon- vulsive, neuroprotective, and anti-inflammatory properties in humans. Thus, within the CNS, CBD has been proposed to S The online version of this article (available at http://jpet.aspetjournals.org) contains supplemental material.
be protective against epilepsy, anxiety, and psychosis and to ABBREVIATIONS: CNS, central nervous system; CB, cannabinoid; eCB, endocannabinoid; ⌬9-THC, ⌬9-tetrahydrocannabinol; CBD, cannabidiol;
AED, antiepileptic drug; MEA, multielectrode array; aCSF, artificial cerebrospinal fluid; 4-AP, 4-aminopyridine; LFP, local field potential; NMDA,
N-methyl-D-aspartate; BSA, bovine serum albumin; SR141716A, N-(piperidin-1-yl)-5-(4-chlorophenyl)-1-(2,4-dichlorophenyl)-4-methyl-1H-
pyrazole-3-carboxamide; AM251, N-(piperidin-1-yl)-5-(4-iodophenyl)-1-(2,4-dichlorophenyl)-4-methyl-1H-pyrazole-3-carboxamide; GTP␥S,
guanosine 5⬘-O-(3-thio)triphosphate; WIN55,212-2, [2,3-dihydro-5-methyl-3-(4-morpholinylmethyl)pyrrolo[1,2,3-de]-1,4-benzoxazin-6-yl]-
1-napthalenylmethanone; PTZ, pentylenetetrazole.
Jones et al.
ameliorate diseases of the basal ganglia, such as parkinson- binocular microscope (Leica AG, Solms, Germany). Dissected hip- ism and Huntington's disease (Iuvone et al., 2009; Scuderi pocampi were then adhered to the cleaned MEA surface using an et al., 2009). CBD neuroprotective effects may be augmented applied and evaporated cellulose nitrate solution in methanol (⬃4 ␮l, by reported antioxidant properties (Hampson et al., 1998; 0.24% w/v; Thermo Fisher Scientific, Leicestershire, UK) to ensure Sagredo et al., 2007). Early studies suggested that CBD had maximum contact between the tissue and recording electrodes and toavoid any physical stress on the tissue during recordings. Slices were anticonvulsant potential in one small-scale phase I clinical observed at 4⫻ magnification with a Nikon TS-51 inverted micro- trial (Cunha et al., 1980). In this regard, there is a significant scope (Nikon, Tokyo, Japan) and imaged via a Mikro-Okular camera unmet clinical need for epilepsy, with ⬃30% of epileptic pa- (Bresser, Rhede, Germany) to map electrode positions to hippocam- tients experiencing intractable seizures regardless of conven- pal regions. Slices were maintained at 25°C, continuously superfused tional AED treatment (Kwan and Brodie, 2007). CBD is (⬃2 ml/min) with carboxygenated aCSF, and allowed to stabilize for extremely well tolerated in humans; for example, CBD at at least 10 min before recordings. Signals were amplified (1200⫻ doses of 600 mg does not precipitate any of the psychotic gain), band pass-filtered (2–3200 Hz) by a 60-channel amplifier symptoms associated with ⌬9-THC (Bhattacharyya et al., (MEA60 System, Multi Channel Systems), and simultaneously sam- 2009). At present, CBD is used therapeutically in Sativex (1:1 pled at 10 kHz per channel on all 60 channels. Data were transferred ⌬9-THC/CBD; GW Pharmaceuticals, Porton Down, UK) to to PC using MC_Rack software (Multi Channel Systems). Offlineanalysis of CBD effects upon burst amplitude, duration, and fre- alleviate pain symptoms in multiple sclerosis and cancer quency was performed using MC_Rack, MATLAB 7.0.4. (Mathworks pain. CBD has anticonvulsant effects in animal models of Inc., Natick, MA) and in-house analysis scripts. Animated contour maximal electroshock (Karler et al., 1974; Consroe and plots of MEA-wide neuronal activity (Supplemental Fig. 1) were Wolkin, 1977; Consroe et al., 1982); however, CBD remains constructed from raw data files processed in MATLAB 6.5 using untested in other animal seizure models (Gordon and Devin- in-house code with functions adapted from MEA Tools and interpo- sky, 2001) and so has yet to fulfill its potential indications as lated using a five-point Savitzky-Golay filter in MATLAB (Egert a clinical anticonvulsant.
et al., 2002b). These data are displayed as peak source and peak sink In the present study, we demonstrate the potential of CBD animation frames. Burst propagation speeds were calculated by de- as an AED. We show that CBD caused concentration-related termining burst peak times at electrode positions closest to burst and region-dependent attenuation of chemically induced ep- initiation (CA3) and termination (CA1) sites using MC_Rack and ileptiform activity in hippocampal brain slices using in vitro ImageJ software (Abramoff et al., 2004).
Data Presentation and Statistics. Application of Mg2⫹-free and
MEA electrophysiological recordings. Furthermore, CBD re- 4-AP aCSF induced spontaneous epileptiform activity characterized duced seizure severity and mortality in an in vivo model of by recurrent status epilepticus-like local field potential (LFP) events generalized seizures. We also investigated the specific role of (Figs. 2, A and B, and 4, A and B). We have recently characterized CB receptors in CBD action and found only a low-affinity and validated the use of MEA technology to screen candidate AEDs interaction and lack of clear agonist effects. Overall, these in the Mg2⫹-free and 4-AP models using reference compounds, fel- data are consistent with CBD acting to mediate antiepilep- bamate and phenobarbital (Hill et al., 2009). A discrete burst was tiform and antiseizure effects in vitro and in vivo, respec- defined as an LFP with both positive and negative components of tively, potentially by CB receptor-independent mechanisms.
greater than 2 S.D. from baseline noise. In each model, LFPs were abolished by the addition of the non-NMDA glutamate receptorantagonist 6-nitro-7-sulfamoylbenzo(f)quinoxaline-2–3-dione (5 ␮M) Materials and Methods
and tetrodotoxin (TTX, 1 ␮M) (n ⫽ 3 per model), indicating thatepileptiform activity was due to firing of hippocampal neurons. After In Vitro Electrophysiology
an initial 30-min control period, CBD was added cumulatively in Tissue Preparation and Solutions. All experiments were per-
increasing concentrations (30 min each concentration). Burst param- formed in accordance with Home Office regulations [Animals (Scien- eters (amplitude, duration, and frequency) were determined from the tific Procedures) Act 1986]. Acute transverse hippocampal brain final 10 bursts of the control period or of each drug concentration.
slices (⬃450 ␮m thick) were prepared from male and female (post- Increases in burst amplitude and decreases in frequency inherent to natal day ⱖ21) Wistar Kyoto rats using a Vibroslice 725M (Campden both in vitro models were observed over time in recordings in the Instruments Ltd., Loughborough, Leicestershire, UK). Slices were absence of CBD (n ⫽ 4 per model). These changes required appro- produced and maintained in continuously carboxygenated (95% priate compensation to allow accurate assessment of CBD effects and O -5% CO ) artificial cerebrospinal fluid (aCSF) composed of 124 have been rigorously modeled by us recently (Hill et al., 2009). Thus, mM NaCl, 3 mM KCl, 1.25 mM KH PO , 1 mM MgSO 䡠 6H O, 36 burst frequency and amplitude from control recordings were normal- mM NaHCO , 2 mM CaCl , and 10 mM d-glucose, pH 7.4. Sponta- ized to the values observed after 30 min of epileptiform activity, then neous epileptiform activity was induced either by exchange of the pooled to give mean values. Curves were fitted to resultant data, and standard aCSF perfusion media for aCSF with MgSO 䡠 6H O re- derived equations were used to adjust values obtained from record- moved (Mg2⫹-free aCSF) or by addition of the K⫹ channel blocker ings in the presence of CBD. For amplitude; y ⫽ 0.8493 ⫻ 4-AP (100 ␮M; 4-AP aCSF).
e(x⫻⫺0.009295) ⫹ 0.4216 for Mg2⫹-free-induced bursting (r2 ⫽ 0.98) and MEA Electrophysiological Recording. Substrate-integrated
y ⫽ 0.87 ⫻ e(⫺x/83.32) ⫹ 0.45 for 4-AP-induced bursting (r2 ⫽ 0.99), MEAs (Multi Channel Systems, Reutlingen, Germany) (Egert et al., where x ⫽ time and y ⫽ burst amplitude. Frequency changes were 2002a; Stett et al., 2003) were used to record spontaneous neuronal more complex and required fifth-order polynomial equations: y ⫽ activity as described previously (Ma et al., 2008). MEAs were com- ⫺9e⫺14x4 ⫹ 7e⫺10x3 ⫺ 3e⫺06x2 ⫹ 0.006x ⫺ 3.594 for Mg2⫹-free-induced posed of 60 electrodes (including reference ground) of 30 ␮m diame- bursting (r2 ⫽ 0.818); and y ⫽ 5⫺14x4 ⫺ 5e⫺10x3 ⫹ 2e⫺06x2 ⫺ 0.004x ⫹ ter, arranged in an ⬃8 ⫻ 8 array with 200 ␮m spacing between 3.965 for 4-AP-induced bursting (r2 ⫽ 0.915), where x ⫽ time and y ⫽ frequency (Hill et al., 2009). Inevitable dead cell debris on the slice MEAs were cleaned before each recording by immersion in 5% w/v surface produced slice-to-slice variability in signal strength. Conse- Terg-A-Zyme (Cole-Palmer, London, UK) in distilled H O, followed quently, drug-induced changes are presented as changes to the by methanol, and, finally, distilled H O before air drying. Hippocam- stated measure versus control per experiment to provide normalized pal sections immersed in aCSF were gently microdissected away measures for pooled data. Statistical significance was determined by from surrounding slice tissue using fine forceps under a WILD M8 a nonparametric two-tailed Mann-Whitney U test. Mean propaga- Cannabidiol as an Antiepileptic Agent
tion speeds (meters per second) were derived from pooled data and rats and stored separately at ⫺80°C until use. Tissue was suspended the significance of drug effects was tested using a two-tailed Stu- in a membrane buffer, containing 50 mM Tris-HCl, 5 mM MgCl , 2 dent's t test. In all cases, P ⱕ 0.05 was considered significant.
mM EDTA, and 0.5 mg/ml fatty acid-free bovine serum albumin Pharmacology. The following agents were used: 6-nitro-7-sulfa-
(BSA) and complete protease inhibitor (Roche, Mannheim, Ger- moylbenzo(f)quinoxaline-2-3-dione (Tocris Cookson, Bristol, UK), te- many), pH 7.4, and was then homogenized using an Ultra-Turrax trodotoxin (Alomone, Jerusalem, Israel), and 4-AP (Sigma-Aldrich, blender (Labo Moderne, Paris, France). Homogenates were centri- Poole, UK). CBD was kindly provided by GW Pharmaceuticals. CBD fuged at 1000g at 4°C for 10 min, and supernatants were decanted was made up as a 1000-fold stock solution in dimethylsulfoxide and retained. Resulting pellets were rehomogenized and centrifuga- (Thermo Fisher Scientific, Leicestershire, UK) and stored at ⫺20°C.
tion was repeated as before. Supernatants were combined and then Individual aliquots were thawed and dissolved in carboxygenated centrifuged at 39,00g at 4°C for 30 min in a high-speed Sorvall aCSF immediately before use. In all experiments, drugs were bath- centrifuge; remaining pellets were resuspended in membrane buffer, applied (2 ml/min) for 30 min to achieve steady-state effects after the and protein content was determined by the method of Lowry et al.
induction of epileptiform activity.
(1951). All procedures were carried out on ice.
Radioligand Binding Assays. Competition binding assays
Pentylenetetrazole in Vivo Seizure Model
receptor antagonist [3H]SR141716A rimonabant PTZ (80 mg/kg; Sigma-Aldrich) was used to induce seizures in 60 were performed in triplicate in assay buffer containing 20 mM adult (postnatal day ⬎21, 70 –110 g) male Wistar Kyoto rats. In the HEPES, 1 mM EDTA, 1 mM EGTA, and 5 mg/ml fatty acid-free BSA, days before seizure induction, animals were habituated to handling, pH 7.4. All stock solutions of drugs and membrane preparations were experimental procedures, and the test environment. Before place- diluted in assay buffer and stored on ice immediately before incuba- ment in their observation arenas, animals were injected intraperito- tion. Assay tubes contained 0.5 nM [3H]SR141716A (K ⫽ 0.53 ⫾ neally with CBD (1, 10, or 100 mg/kg); vehicle was a 1:1:18 solution 0.01 nM, n ⫽ 3, determined from saturation assay curves) together of ethanol, Cremophor (Sigma-Aldrich), and 0.9% w/v NaCl. CBD is with drugs at the desired final concentration and were made up to a known to penetrate the blood-brain barrier such that 120 mg/kg final volume of 1 ml with assay buffer. Nonspecific binding was delivered intraperitoneally in rats provides C ⫽ 6.8 ␮g/g at T determined in the presence of the CB receptor antagonist AM251 120 min and, at the same dosage, no major toxicity, genotoxicity, or (10 ␮M). Assays were initiated by addition of 50 ␮g of membrane mutagenicity was observed (personal communication via GW Phar- protein. Assay tubes were incubated for 90 min at 25°C, and the maceuticals Ltd; Study Report UNA-REP-02). A group of animals assay was terminated by rapid filtration through Whatman GF/C that received volume-matched doses of vehicle alone served as a filters using a Brandell cell harvester, followed by three washes with negative control. Sixty minutes after CBD or vehicle administration, ice-cold phosphate-buffered saline to remove unbound radioactivity.
animals were injected with 80 mg/kg PTZ i.p. to induce seizures. An Filters were incubated overnight in 2 ml of scintillation fluid, and observation system using closed-circuit television cameras (Farri- radioactivity was quantified by liquid scintillation spectrometry.
mond et al., 2009) was used to monitor the behavior of up to five [35S]GTPS Binding Assays. Assays were performed in tripli-
animals simultaneously from CBD/vehicle administration until 30 cate in assay buffer containing 20 mM HEPES, 3 mM MgCl , 60 min after seizure induction. Input from closed-circuit TV cameras mM NaCl, 1 mM EGTA, and 0.5 mg/ml fatty acid-free BSA, pH was managed and recorded by Zoneminder (version 1.2.3; Triornis 7.4. All stock solutions of drugs and membrane preparations were Ltd., Bristol, UK) software and then was processed to yield complete diluted in assay buffer and stored on ice immediately before use.
videos for each animal.
Assay tubes contained GDP at a final concentration of 10 mM, together Seizure Analysis. Videos of PTZ-induced seizures were scored
with drugs at the desired final concentration and were made up to a offline with a standard seizure severity scale appropriate for gener- final volume of 1 ml with assay buffer. Assays were initiated by alized seizures (Pohl and Mares, 1987) using Observer Video-Pro addition of 10 ␮g of membrane protein. Assays were incubated for software (Noldus, Wageningen, The Netherlands). The seizure scor- 30 min at 30°C before addition of [35S]GTP␥S (final concentration ing scale was divided into stages as follows: 0, no change in behavior; 0.1 nM). Assays were terminated after a further 30-min incubation 0.5, abnormal behavior (sniffing, excessive washing, and orienta- at 30°C by rapid filtration through Whatman GF/C filters using a tion); 1, isolated myoclonic jerks; 2, atypical clonic seizure; 3, fully Brandell cell harvester, followed by three washes with ice-cold phos- developed bilateral forelimb clonus; 3.5, forelimb clonus with tonic phate-buffered saline to remove unbound radioactivity. Filters were component and body twist; 4, tonic-clonic seizure with suppressed incubated for a minimum of 2 h in 2 ml of scintillation fluid, and tonic phase with loss of righting reflex; and 5, fully developed tonic- radioactivity was quantified by liquid scintillation spectrometry.
clonic seizure with loss of righting reflex (Pohl and Mares, 1987).
Data Analysis and Statistical Procedures. Data analyses
Specific markers of seizure behavior and development were as- were performed using GraphPad Prism (version 4.03; GraphPad sessed and compared between vehicle control and CBD groups. For Software Inc., San Diego, CA). Saturation experiments were per- each animal the latency (in seconds) from PTZ administration to the formed to determine K and B (picomoles per milligram) val- first sign of a seizure, development of a clonic seizure, development ues; the free radioligand concentration was determined by sub- of tonic-clonic seizures, and severity of the seizure were recorded. In traction of total bound radioligand from the added radioligand addition, the median severity, percentage of animals that experi- concentration. Data for specific radioligand binding and free ra- enced the highest seizure score (stage 5: tonic-clonic seizure), and dioligand concentration were fitted to equations describing one- or percent mortality for each group were determined. Mean latency ⫾ two-binding site models, and the best fit was determined using an S.E.M. are presented for each group, together with the median value F test. Saturation analyses best fit a one-binding site model.
for seizure severity. Differences in latency and seizure duration Competition experiments were fitted to one- and two-binding site values were assessed using one-way analysis of variance with a post models, and the best fit was determined using an F test. Data for hoc Tukey test; Mann-Whitney U tests were performed when repli- the best fits are expressed as K values, with the respective per- cant (n) numbers were insufficient to support post hoc testing. Dif- centage of high-affinity sites (percent R ) given for two-binding ferences in seizure incidence and mortality (percentage) were as- site models (Vivo et al., 2006). The Hill slope for competition sessed by a nonparametric binomial test. In all cases, P ⱕ 0.05 was experiments was determined using a sigmoidal concentration- considered to be significant.
response model (variable slope). [35S]GTP␥S concentration-re-sponse data were analyzed using a sigmoidal concentration-re- Receptor Binding Assays
sponse model (variable slope) or linear regression and compared Membrane Preparation. Cortical tissue was dissected from the
using an F test to select the appropriate model. No other con- brains of adult (postnatal day ⬎21) male and female Wistar Kyoto straints were applied. [35S]GTP␥S binding is expressed as per-


Jones et al.
centage increase in radioactivity as described previously (Dennis well defined architecture (Fig. 1A), exhibited no spontaneous et al., 2008). All data are expressed as mean ⫾ S.E.M.
LFP events in control aCSF, and proved readily amenable to Pharmacology. The following agents were used: AM251,
MEA recording (Fig. 1B). We sought to take advantage of the WIN55,212-2 (Tocris-Cookson, Bristol, UK), CBD (GW Pharmaceu- ability of MEAs to record spatiotemporal activity at multiple ticals), and [3H]SR141716A and [35S]GTP␥S (GE Healthcare, Chal- discrete, identifiable regions by investigating activity at CA1, font St. Giles, Buckinghamshire, UK). All other reagents were from CA3, and DG regions within the hippocampus. Application of Mg2⫹-free aCSF (Fig. 1C) or 4-AP aCSF (Fig. 1D) to hip-pocampal slices resulted in the appearance of robust sponta- neous epileptiform LFPs across the preparation. LFPs were Characterization of Mg2-Free and 4-AP Models of
consistent with status epilepticus-like activity and were re- Epileptiform Activity Using MEA Electrophysiology.
liably recorded using the multisite MEA technique (Table 1).
To investigate neuronal excitability in vitro, we used both the Slice-to-slice variability and electrode contact variability re- Mg2⫹-free and 4-AP models of epileptiform activity in acute sulted in substantial variation in signal strength (Table 1); hippocampal brain slices, as measured using MEA electro- therefore, subsequent drug-induced changes in burst charac- physiology. Two separate models of epileptiform activity teristics were normalized to control bursts before drug appli- were used to provide a broader analysis of drug effects (Hill cation (these analyses are fully characterized in Hill et al., et al., 2009; Whalley et al., 2009). Hippocampal slices have a Effects of CBD in the Mg2-Free Model of in Vitro
Epileptiform Activity. We first examined the effects of
CBD in the Mg2⫹-free model to assess CBD effects on a
receptor-dependent model of epileptiform activity. The Mg2⫹-
free model removes the Mg2⫹-dependent block of NMDA
glutamate receptors, rendering them more responsive to syn-
aptically released glutamate at resting membrane potentials.
In Mg2⫹-free aCSF, CBD significantly decreased LFP burst
amplitude in the CA1 (1–100 ␮M CBD) and DG (10 –100 ␮M
CBD) regions (Fig. 2, A, B, and Ci). In contrast, CBD (0.01–
100 ␮M) effects on LFP burst amplitude in CA3 failed to
reach significance. CBD decreased burst duration in CA1
(0.01–100 ␮M CBD), CA3 (0.01–100 ␮M CBD), and DG (0.1–
100 ␮M CBD) regions (Fig. 2, A, B, and Cii). CBD (0.01–10
␮M) also caused an increase in burst frequency in all regionstested (Fig. 2Ciii; however, this effect was lost at 100 ␮MCBD. To correlate these data with information on LFP burstinitiation and spread across the hippocampal brain slice, weconstructed contour plots (Fig. 3A) and associated video an-imations (Supplemental Fig. 1). Such plots spatiotemporallyvisualize the "8 ⫻ 8" MEA configuration (Fig. 1, B and C) andthe individual LFP activity shown in raw data traces (Fig. 2,A and B). In these experiments, Mg2⫹-free aCSF-induced Fig. 1. Hippocampal slices are amenable to MEA recording. A, schematic
representation of hippocampal slice showing the position of CA1, CA3,
bursts typically originated in the CA3 region of the hip- and DG regions, together with major pathways: Schaffer collateral (SC), pocampal slice preparation and propagated along the princi- mossy fiber (MF), and perforant pathway (PP). B, micrograph showing a pal cell layer toward CA1. LFP events induced by Mg2⫹-free hippocampal brain slice (stained with pontamine blue) mounted onto asubstrate-integrated MEA (60 electrodes of 30 ␮m diameter, spaced 200 aCSF had a mean propagation speed of 0.229 ⫾ 0.048 m/s ␮m apart in an ⬃8 ⫻ 8 arrangement). Scale bar, 400 ␮m. Representative (n ⫽ 6). CBD (100 ␮M) caused a clear suppression of Mg2⫹- LFP burst activity was recorded at 60 electrodes across a hippocampal free-induced LFP burst amplitude peak source and peak sink slice in (C) Mg2⫹-free aCSF and (D) 4-AP aCSF. Traces were high pass-filtered in an MC_rack at 2 Hz.
values across the hippocampal slice (Fig. 3A; Supplemental TABLE 1Characterization measures for the Mg2⫹-free and 4-AP (100 ␮M) aCSF-induced LFP epileptiform activity in the CA1, CA3, and DG regions of thehippocampusLFP peak burst amplitude values are presented as a minimum and maximum range and mean ⫾ S.E.M. LFP burst duration and frequencies are presented as mean ⫾ S.E.M.
A minimum of six separate hippocampal slices were used in the characterisation of each in vitro model.
LFP Peak Burst Amplitude Hippocampal Region LFP Burst Duration LFP Burst Frequency Mean ⫾ S.E.M.
CA1 (n ⫽ 15) CA3 (n ⫽ 12) DG (n ⫽ 15) CA1 (n ⫽ 15) CA3 (n ⫽ 13) DG (n ⫽ 18)




Cannabidiol as an Antiepileptic Agent
Fig. 1). Propagation speed across the brain slice in Mg2⫹-freeaCSF was not affected by 100 ␮M CBD (0.232 ⫾ 0.076 m/s;n ⫽ 6; P ⬎ 0.5). Taken together, these data suggest that,although CBD attenuates epileptiform LFP amplitude andduration in the Mg2⫹-free model, the rate of signal spreadacross the preparation is not changed (see Discussion).
Effects of CBD in the 4-AP Model of in Vitro Epilep-
tiform Activity. We next examined the effects of CBD on
epileptiform bursting events in the 4-AP model of status
epilepticus-like activity. 4-AP acts to block postsynaptic volt-
age-dependent K⫹ channels and inhibits neuronal repolar-
ization to effectively increase excitability. In 100 ␮M 4-AP
aCSF, CBD (100 ␮M) caused a significant decrease in LFP
burst amplitude in CA1 only (Fig. 4, A, B, and Ci). In con-
trast, CBD (0.01– 0.1 ␮M) caused an unexpected small, but
significant, increase in LFP burst amplitude in the DG,
which was not apparent at higher CBD concentrations in this
or other hippocampal regions (Fig. 4Ci). CBD caused a de-
crease in burst duration in the DG (0.01–100 ␮M CBD) and
CA3 (0.1–100 ␮M CBD) but was without an overall effect on
CA1 (Fig. 4, A, B, and Cii). CBD (0.01–100 ␮M) also caused a
significant decrease in burst frequency in all regions tested
(Fig. 4Ciii). In the same manner as for the Mg2⫹-free model,
Fig. 2. CBD attenuates epileptiform activity induced by Mg2⫹-free aCSF.
contour plots of 4-AP-induced epileptiform LFP burst events A, representative traces showing the effects of 100 ␮M CBD on Mg2⫹-free (Fig. 3B) permitted spatiotemporal visualization of activity aCSF-induced LFP bursts in different regions of hippocampal slices.
Dotted lines represent an individual LFP (as shown in B). B, effects of 1 across the slice preparation (Supplemental Fig. 1). 4-AP and 100 ␮M CBD on a representative individual Mg2⫹-free aCSF-induced aCSF-induced bursts typically were initiated in CA3 before LFP burst. C, bar graphs showing the effects of acute treatment of spreading to CA1 with a propagation speed of 0.146 ⫾ 0.033 increasing CBD concentrations on normalized burst amplitude (Ci), nor-malized burst duration (Cii), and normalized burst frequency in Mg2⫹-free aCSF (Ciii). Note that burst amplitudes have been adjusted forrun-down and burst frequencies have been adjusted for run-up as de-scribed under Materials and Methods. Values are means ⫾ S.E.M. for thelast 10 LFP bursts in each condition. ⴱ, P ⱕ 0.05; ⴱⴱ, P ⱕ 0.01; ⴱⴱⴱ, P ⱕ0.001 (two-tailed Mann-Whitney U test).
Fig. 4. CBD attenuates epileptiform activity induced by 4-AP aCSF. A,
representative traces showing effects of 100 ␮M CBD on 4-AP aCSF-
induced LFP bursts in different regions of a hippocampal slice. Dotted
Fig. 3. CBD attenuates epileptiform activity induced by Mg2⫹-free and
lines represent an individual LFP (as shown in B). B, effects of 1 and 100 4-AP aCSF. Representative contour plots illustrating CBD effects upon ␮M CBD on a representative individual 4-AP aCSF-induced LFP burst.
spatiotemporal epileptiform burst features. A, in the continued presence C, bar graphs showing the effects of acute treatment of increasing CBD of Mg2⫹-free aCSF: quiescent period between epileptiform burst events concentrations on normalized burst amplitude (Ci), normalized burst also showing hippocampal slice orientation (i), peak source in the absence duration (Cii), and normalized burst frequency in the 4-AP aCSF (Ciii).
of CBD (ii), and peak source in the presence of CBD (100 ␮M) (iii). B, in Note that burst amplitudes have been adjusted for run-down and burst the continued presence of 100 ␮M 4-AP: quiescent period between epi- frequencies have been adjusted for run-up as described under Materials leptiform burst events also showing hippocampal slice orientation (i), and Methods. Values are means ⫾ S.E.M. for the last 10 LFP bursts in peak source in the absence of CBD (ii), and peak source in the presence of each condition. ⴱ, P ⱕ 0.05; ⴱⴱ, P ⱕ 0.01; ⴱⴱⴱ, P ⱕ 0.001 (two-tailed CBD (100 ␮M) (iii).
Mann-Whitney U test).



Jones et al.
m/s (n ⫽ 5). CBD (100 ␮M) caused a clear suppression of seizure states were observed. In contrast to the lack of defin- 4-AP-induced epileptiform LFP burst amplitude (Fig. 3B; itive effects on seizure latency, CBD (100 mg/kg) demon- Supplemental Fig. 1). Propagation speed across the brain strated clear anticonvulsant effects via measures of seizure slice in 4-AP aCSF was not affected by 100 ␮M CBD (0.176 ⫾ severity (Fig. 6, A and B) and mortality (Fig. 6C). When the 0.046 m/s, n ⫽ 6; P ⬎ 0.5).
severity of PTZ-induced seizures is considered, vehicle- Taken together, these data show that CBD displayed clear treated animals reached a median score of 5 (tonic-clonic concentration-related, region-specific, anticonvulsant prop- seizures with a loss of righting reflex), the most severe on the erties in two different in vitro models of epileptiform activity, scoring scale (Fig. 6A). In contrast, animals treated with 100 attenuating LFP burst amplitude and duration, but with no mg/kg CBD exhibited a significantly reduced median score of effect on the rate of signal propagation in either model.
3.5 (forelimb clonus with a tonic component, but with the Effects of CBD in the PTZ Model of Generalized Sei-
righting reflex preserved; n ⫽ 15 animals; P ⬍ 0.001) (Fig.
zures. We next assessed the effects of CBD (1, 10, and 100
6A). This was associated with a marked decrease in the mg/kg i.p.) on PTZ-induced generalized seizures in adult proportion of animals that developed the most severe tonic- male rats. PTZ acts as a GABA receptor antagonist and this clonic seizures, which was reduced from 53% in vehicle to 7% model is well defined and used as a standard for the identi- by 100 mg/kg CBD (n ⫽ 15 animals, P ⬍ 0.001) (Fig. 6B).
fication of potential anticonvulsants to treat generalized Finally, percent mortality was significantly reduced from clonic seizures (Lo¨scher et al., 1991). Seizures were defined 47% in vehicle to 7% by 100 mg/kg CBD (n ⫽ 15 animals, P ⬍ by a standard scoring scale (see Materials and Methods).
0.001) (Fig. 6C). Overall, these in vivo data confirm our in CBD at any dose did not significantly alter the latency to the vitro results above and fully support an anticonvulsant ac- first sign of PTZ-induced seizures (Fig. 5A) or latency to tion for CBD.
development of clonic (Fig. 5B) seizures. Unexpectedly, CBD Effects of CBD in Receptor Binding Assays. It is
(1 mg/kg) reduced latency to tonic-clonic seizures (P ⬍ 0.01) known that hippocampal CB receptor expression on gluta- (Fig. 5C). No other effects of CBD on latency to specific matergic terminals is selectively down-regulated under epi- Fig. 5. CBD has no clear effects on seizure latency in vivo. Bar graphs
showing lack of effects of CBD (1, 10, and 100 mg/kg) on latency to the
Fig. 6. CBD reduces seizure severity and mortality in vivo. Bar graphs
first sign of a seizure (A), latency to clonic seizures (B), and latency to showing effects of CBD (1, 10, and 100 mg/kg) on median seizure severity tonic-clonic seizures (C). Each data set n ⫽ 15 animals. Note that CBD (1 (A), percentage of animals reaching tonic-clonic seizures (B), and percent mg/kg) reduced latency to tonic-clonic seizures; this proconvulsant action mortality (C). Each data set n ⫽ 15 animals. CBD (100 mg/kg) signifi- was not observed at higher CBD doses. ⴱⴱ, P ⱕ 0.01 (one-way analysis of cantly reduced all of these parameters: ⴱⴱⴱ, P ⱕ 0.001 (nonparametric variance) with a post hoc Tukey test).
binomial test).


Cannabidiol as an Antiepileptic Agent
leptic conditions (Luda´nyi et al., 2008); moreover, activation Finally, we investigated potential functional effects of CBD receptors by eCBs is protective against seizures using [35S]GTP␥S binding assays in rat cortical membranes; (Monory et al., 2006) and exogenous CB agonists decrease CBD actions were compared with effects of WIN55,212-2 and epileptiform activity in hippocampal neurons (Shen and AM251 (Fig. 7B). We first confirmed the presence of functional Thayer, 1999; Blair et al., 2006). Therefore, we determined CB receptors. Accordingly, WIN55,212-2 caused an increase in potential CBD actions at CB receptors. Competition binding percent stimulation of [35S]GTP␥S binding with an EC assays were performed for CBD against the CB receptor 95.1 ⫾ 0.1 nM (n ⫽ 3); for 10 ␮M WIN55,212-2, E antagonist [3H]SR141716A in isolated cortical membranes; 3.5% (n ⫽ 3). AM251 had no stimulatory effect on CBD effects were compared with those of the standard syn- [35S]GTP␥S binding at tested concentrations of ⬍1 ␮M; at thetic CB receptor agonist WIN55,212-2 and the CB recep- micromolar concentrations AM251 caused a moderate de- tor antagonist AM251 (Fig. 7A). AM251 displacement of pression of [35S]GTP␥S binding (10 ␮M AM251: ⫺20.3 ⫾ [3H]SR141716A binding occurred with high affinity (K ⫽ 4.3%, n ⫽ 3). CBD had no effect at concentrations ⱕ1 ␮M; 190 ⫾ 56 pM; n ⫽ 4) and was best fitted by a one-site large decreases in [35S]GTP␥S binding were seen at 10 ␮M competition model (Hill slope ⫽ ⫺1.08 ⫾ 0.13; n ⫽ 4). In CBD (⫺28.8 ⫾ 10.3%, n ⫽ 3) and 100 ␮M CBD (⫺76.7 ⫾ contrast, WIN55,212-2 displacement was best fitted to a two- 15.9%, n ⫽ 3).
site model with a high-affinity site (K ⫽ 7.03 ⫾ 4.1 nM; % Thus, overall, CBD had clear antiepileptogenic and anti- R ⫽ 27.4 ⫾ 5.0%; n ⫽ 4) and a low-affinity site (K ⫽ 904 ⫾ seizure effects but only low affinity and no clear agonist 155 nM; n ⫽ 4); in these experiments, Hill slopes for either effects at cortical CB receptors.
the low- or high-affinity site did not match unity. CBD dis-placement of [3H]SR141716A occurred with low affinity (K ⫽ 1.82 ⫾ 0.38 ␮M; n ⫽ 4) and was best fitted by a one-site model(Hill slope ⫽ ⫺1.15 ⫾ 0.11; n ⫽ 4).
CBD Reduces Excitability in in Vitro Models of Epi-
leptiform Activity. In the present study, we use extracel-
lular MEA recordings to demonstrate that CBD attenuates
epileptiform activity in both the Mg2⫹-free and 4-AP in vitro
models of status epilepticus in the mammalian hippocampus,
a prominent epileptogenic region (Ben-Ari and Cossart,
2000). The major effects of CBD were to decrease LFP burst
amplitude and duration in a hippocampal region-specific
manner. In general, the CA1 region was most sensitive to
CBD effects. Thus, LFP amplitude was significantly reduced
at lower CBD concentrations in CA1 than in CA3 (with DG
remaining unaffected) in Mg2⫹-free aCSF, and CA1 was the
only region in which LFP amplitude was affected in 4-AP aCSF.
This is of interest because the CA1 region represents the major
output of the hippocampus, relaying information to cortical and
subcortical sites and is intimately involved in propagation of
epileptic activity (McCormick and Contreras, 2001). Contour
plots constructed from data in the Mg2⫹-free and 4-AP models
confirmed that LFP bursts typically originated in the CA3 re-
gion and propagated toward CA1 (Feng and Durand, 2005),
strongly suggesting that CA1 is a major focus of epileptic activ-
ity in the two models used and illustrating that CBD exerts a
significant antiepileptiform effect in this region.
Overall, CBD induced more prominent effects in Mg2⫹-free than in 4-AP aCSF. This result may reflect inherent differencesbetween the two models, which affect NMDA glutamate recep-tors and K⫹ channels, respectively. CBD had contrasting ac-tions on LFP burst frequency between models; frequency wasincreased in all regions by CBD in Mg2⫹-free aCSF but wasdecreased in all regions in 4-AP aCSF. It is interesting to notethat 100 ␮M CBD was without effect on burst frequency in theMg2⫹-free model, in contrast to data for all the lower concen-trations of CBD tested. This finding was the only indication of Fig. 7. CBD displaces [3H]SR141716A binding with low affinity and
any biphasic action of CBD, a common phenomenon associated lacks agonist effects in [35S]GTP␥S binding assays in cortical mem- with cannabinoids whereby increasing concentrations cause branes. A, representative competition curves for the CB receptor agonist changes in the pharmacological "direction" of action (Pertwee, WIN55,212-2, the selective CB receptor antagonist AM251, and CBD against 1 nM [3H]SR141716A (a selective CB receptor antagonist) bind- ing to cortical membranes. Points are means ⫾ S.E.M. of triplicate points.
In light of the region-specific effects of CBD, it will be of B, agonist-binding curves for the CB receptor agonist WIN55,212-2, the interest in the future to investigate the cellular mechanisms receptor antagonist AM251, and CBD stimulation of of action of CBD using intracellular recording from individ- [35S]GTP␥S binding to cortical membranes. Points are means ⫾ S.E.M. oftriplicate points from three separate experiments.
ual neurons in selected hippocampal regions. In both the Jones et al.
Mg2⫹-free and 4-AP models, contour plots and subsequent that CBD has no stimulatory agonist activity but that CBD at analyses showed that CBD caused clear attenuation in LFP micromolar concentrations decreases G protein activity. These burst amplitude but had no overall effect on burst propaga- findings are also in agreement with studies in mouse whole tion speed. These findings suggest that CBD acts to reduce brain membranes (Thomas et al., 2007), which showed that the magnitude of epileptiform activity while leaving speed of CBD has only low affinity at CB and CB receptors but acts information transmission across the hippocampal slice in- efficaciously as an antagonist at both receptor types (Thomas et tact. It is possible that this action may result in a more al., 2007; see Pertwee, 2008). There are a number of potential tolerable side effect profile for CBD in comparison with ex- mechanisms by which ligands acting at CB receptors may me- isting AEDs if used in a clinical setting.
diate anticonvulsant effects. Receptor agonists may act at CB1 CBD Has Anticonvulsant Properties in the PTZ
on excitatory presynaptic terminals to inhibit glutamate neuro- Model of Generalized Seizures. CBD had beneficial ef-
transmitter release. Such a mechanism is unlikely here as CBD fects on seizure severity and lethality in response to PTZ has no agonist effect in GTP␥S binding assays (Thomas et al., administration without delaying the time taken for seizures 2007). An alternative is that antagonists act at CB receptors on to develop. CBD (100 mg/kg) demonstrated clear anticonvul- inhibitory presynaptic terminals to increase GABA release. We sant effects in terms of significant reductions in median have demonstrated such a mechanism for the phytocannabi- seizure severity, tonic-clonic seizures, and mortality. Partic- noid ⌬9-tetrahydrocannabivarin in the cerebellum (Ma et al., ularly striking effects were that ⬍10% of animals developed 2008), where displacement of eCB tone may lead to increased tonic-clonic seizures or died when treated with CBD in com- inhibition. It may also be speculated that the decreases in G parison to approximately 50% of vehicle-treated animals.
protein activity seen in GTP␥S binding assays represent an The present data strongly substantiate a number of earlier in inverse agonist action at CB receptors; for example, if CBD vivo studies suggesting that CBD has anticonvulsant poten- were acting as an inverse agonist at CB receptors on inhibitory tial (Lutz, 2004; Scuderi et al., 2009). CBD has been reported presynaptic terminals an increase in GABA release could lead to have relatively potent anticonvulsant action in maximal to reduced excitability. However, mechanisms involving in- electroshock (a model of partial seizure with secondary gen- creases in GABA release are unlikely here as CBD was effective eralization) (Karler et al., 1974; Consroe and Wolkin, 1977).
in reducing seizures in vivo in the presence of the GABAA Moreover, CBD prevented tonic-clonic seizures in response to receptor antagonist PTZ. Moreover, CBD-induced reductions in electroshock current (Consroe et al., 1982). There are limited [35S]GTP␥S binding to whole brain membranes were retained clinical data on CBD effects on seizure frequency in humans in CB knockout [cnr1(⫺/⫺)] mice, suggesting that CBD is not (Gordon and Devinsky, 2001). However, in one small double- an inverse agonist at CB receptors (Thomas et al., 2007).
blind study of eight patients with uncontrolled secondary Overall, the low affinity and lack of agonist activity at CB1 generalized epilepsy treated with 200 to 300 mg of CBD, four receptors suggests that the CBD anticonvulsant effects re- remained symptom-free and three had signs of improvement ported here are potentially mediated by CB receptor-indepen- (Cunha et al., 1980). One potential concern was the high dent mechanisms. In addition to the study of Thomas et al., doses of CBD used by Cunha et al. (1980). Because all new showing that CBD actions were unaltered in cnr1(⫺/⫺) mice, therapies must be introduced initially in an adjunct capacity CBD anticonvulsant effects in the maximal electroshock model to existing medication, the present study suggests that one were unaffected by the CB receptor antagonist SR141716A, attractive possibility is a role for CBD as an adjunct in whereas those of ⌬9-THC and WIN55,212-2 were blocked generalized seizures. In this regard, earlier animal studies (Wallace et al., 2001).
indicate that CBD enhances the effects of phenytoin (al- In addition to CB receptors, a number of alternative molecu- though CBD reduced the potency of other AEDs) (Consroe lar targets may also contribute to CBD effects on neuronal and Wolkin, 1977). In the future, it will be of interest to excitability. CBD has been reported to be an antagonist at extend studies to other animal seizure models and also to GPR55, a non-CB /CB receptor (Ryberg et al., 2007); in con- combination therapies with selective AEDs to determine the trast, a recent study demonstrated that CBD has no effect at full clinical anticonvulsant potential of CBD against a range GPR55 (Kapur et al., 2009). CBD may cause an increase in of epilepsy phenotypes.
anticonvulsant eCBs via the reported inhibition of the catabolic Mechanism of Action. Cannabinoid actions are mediated
enzyme fatty acid hydrolyase, which degrades anandamide, by CB and CB receptors, potentially by the GPR55 receptor, and/or the blockade of anandamide uptake (Watanabe et al., and also by cannabinoid receptor-independent mechanisms 1996; Rakhshan et al., 2000; Bisogno et al., 2001). CBD is (Howlett et al., 2004; Ryberg et al., 2007). In regard to epilepsy, reported to be a weak agonist at human TRPV1 receptors CB receptors are densely expressed in the hippocampal forma- (Bisogno et al., 2001); a more recent study suggests an action for tion (Herkenham et al., 1990; Tsou et al., 1998) where their CBD at rat and human transient receptor potential vanilloid 2 activation is widely reported to be antiepileptic in animal mod- but not rat transient receptor potential vanilloid 1 receptors els (Shen and Thayer, 1999; Wallace et al., 2001; but see Clem- (Qin et al., 2008). More relevant to potential effects on neuronal ent et al., 2003). Here, we demonstrate that CBD displaced the excitability in the CNS is the demonstration that CBD exerts a selective CB receptor antagonist [3H]SR141716A in cortical bidirectional action on [Ca2⫹] levels in hippocampal neurons membranes with relatively low affinity (K ⫽ 1.82 ␮M); these (Ryan et al., 2009). Under control conditions, CBD induces data are in line with values reported in whole brain membranes increases in [Ca2⫹] ; in contrast, in the presence of 4-AP (which (reviewed in Pertwee, 2008) and our data in cerebellar mem- induces seizure-like [Ca2⫹] oscillations) or increased extracel- branes (Smith et al., 2009). CB receptor/G-protein coupling may lular K⫹, CBD acts to reduce [Ca2⫹] and thus epileptiform differ among distinct brain regions (Breivogel et al., 1997; Den- activity, via an action on mitochondria Ca2⫹ stores. A further nis et al., 2008); therefore, we investigated CBD effects on recent report provides the first evidence that CBD can also [35S]GTP␥S binding in isolated cortical membranes. We showed block low-voltage-activated (T-type) Ca2⫹ channels (Ross et al., Cannabidiol as an Antiepileptic Agent
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Kapur A, Zhao P, Sharir H, Bai Y, Caron MG, Barak LS, and Abood ME. (2009)

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General information: Chronic Fatigue Syndrome Recognizing NASA's rocking results, it was later determined that rocking was also the best solution for CFS patients. Rocking provides easy, non-weight bearing, rhythmic motion and does a very important job in autonomic tone for a population that has difficulty accomplishing exercise. (Chronic Fatigue Syndrome affects approximately half a mil ion people in the US.)

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Bioprocess Modelling for Learning Model Predictive Control (L-MPC) Mar´ıa Antonieta Alvarez1,, Stuart M. Stocks2, and S. Bay Jørgensen1, 1 CAPEC, Department of Chemical and Biochemical Engineering, Technical University of Denmark, Søltofts Plads, 2800 Kgs. Lyngby, Denmark 2 Novozymes, Bagsværd, Denmark Abstract. Batch and Fed-Batch cultivation processes are used exten-sively in many industries where a major issue today is to reduce theproduction losses due to sensitivity to disturbances occurring betweenbatches and within batches. In order to ensure consistent product qualityby eliminating the influence of process disturbances it is very importantto consider implementation of monitoring and control and thereby signif-icantly improve the economic impact for these industries. A data drivenmodeling methodology is described for batch and fed batch processeswhich is based upon data obtained from operating processes. The chap-ter illustrates how additional production experiments may be designed toimprove model quality for control. The chapter also describes how the de-veloped models may be used for process monitoring, for ensuring processreproducibility through control and for optimizing process performanceby enforcing learning from previous batch runs through Learning ModelPredictive Control (L-MPC).

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