Andreas Lieb1, Yichen Qiu2, Christine L Dixon2, Janosch P Heller2, Matthew C Walker2, Stephanie Schorge2, Dimitri M Kullmann3. 1. Department of Clinical and Experimental Epilepsy, UCL Institute of Neurology, University College London, London, UK. a.lieb@ucl.ac.uk. 2. Department of Clinical and Experimental Epilepsy, UCL Institute of Neurology, University College London, London, UK. 3. Department of Clinical and Experimental Epilepsy, UCL Institute of Neurology, University College London, London, UK. d.kullmann@ucl.ac.uk.
Abstract
Despite the introduction of more than one dozen new antiepileptic drugs in the past 20 years, approximately one-third of people who develop epilepsy continue to have seizures on mono- or polytherapy1. Viral-vector-mediated gene transfer offers the opportunity to design a rational treatment that builds on mechanistic understanding of seizure generation and that can be targeted to specific neuronal populations in epileptogenic foci2. Several such strategies have shown encouraging results in different animal models, although clinical translation is limited by possible effects on circuits underlying cognitive, mnemonic, sensory or motor function. Here, we describe an autoregulatory antiepileptic gene therapy, which relies on neuronal inhibition in response to elevations in extracellular glutamate. It is effective in a rodent model of focal epilepsy and is well tolerated, thus lowering the barrier to clinical translation.
Despite the introduction of more than one dozen new antiepileptic drugs in the past 20 years, approximately one-third of people who develop epilepsy continue to have seizures on mono- or polytherapy1. Viral-vector-mediated gene transfer offers the opportunity to design a rational treatment that builds on mechanistic understanding of seizure generation and that can be targeted to specific neuronal populations in epileptogenic foci2. Several such strategies have shown encouraging results in different animal models, although clinical translation is limited by possible effects on circuits underlying cognitive, mnemonic, sensory or motor function. Here, we describe an autoregulatory antiepileptic gene therapy, which relies on neuronal inhibition in response to elevations in extracellular glutamate. It is effective in a rodent model of focal epilepsy and is well tolerated, thus lowering the barrier to clinical translation.
Around 70 million people worldwide are affected by epilepsy, of whom
approximately 30% continue to have seizures despite optimal medical treatment3,4.
Antiepileptic drugs have a narrow therapeutic window, mainly because they do not
differentiate between neurons involved in seizure generation and those underlying
normal brain function5. The most effective
treatment option for refractory focal-onset epilepsy is surgical resection, but this
is restricted to cases where the epileptogenic zone is relatively far from eloquent
cortex6. Gene therapy to reduce neuronal
excitability has shown promise in preclinical models, but is also irreversible,
limiting clinical translation. On-demand gene therapy with optogenetics7 or chemogenetics8 can address this issue but faces additional translational obstacles
because of the need for continuous EEG monitoring and devices for light or ligand
delivery. Efficient algorithms for seizure forecasting are available but are
associated with an appreciable rate of false positives9,10. Furthermore, both EEG
monitoring and light or ligand delivery require implanted devices, which are
associated with surgical risks, post-operative complications, finite lifetime, and
interference with MRI. Chemogenetics can potentially be used on a slower timescale,
with exogenous ligand delivery by an oral or parenteral route, but this too may
interfere with normal brain function for the duration of the therapeutic effect. We
therefore aimed to develop a molecular tool to inhibit neurons in response to
pathological accumulation of extracellular glutamate, a hallmark of excessive
synchronous discharges of excitatory neurons in seizures (Fig. 1a)11–15.
Figure 1
Mode of action and glutamate sensitivity of eGluCl.
(a)Top: proposed mode of action of eGluCl. eGluCl biochemically
senses increased glutamate concentrations during impending seizures, and
subsequently silences neurons by opening an inhibitory Cl-
conductance. Bottom: lentiviral transfer plasmid design. (b)
Electrophysiological characterization of glutamate sensitivity of wild type
GluCl and eGluCl in Neuro-2a cells. Left inset: estimated EC50 in
individual experiments (wild type: 262±53μM, n=8 cells; eGluCl:
12±3μM n=8 cells; mean±sem, p<0.001,
Student’s t-test). Right inset: glutamate-evoked currents from a
representative experiment (scale bar 0.5sec and 0.1nA). (c)
Immunolabeling of eGluCl after injection in primary motor cortex (M1) indicates
a spread of around 700 μm (left image, M1 region is indicated, scale bar
500μm). The three images on the right show slices from the same brain at
position -375, 0, and +225μm anterior and posterior to the eGluCl
injection site respectively (scale bar 250μm). The bottom three images
show MAP2 + PSD95 (left) to map the cell shape and synapse location, eGluCl
(middle), and eGluCl + PSD95 to map eGluCl expression at the synapse (right)
(scale bar 20μm). Approximately 0.29±0.01% of eGluCl occurred at
PSD95 puncta, and conversely 13.50±2.49% of PSD95 co-localized with
eGluCl in transduced areas of the brain (Pearson’s correlation
coefficient: 0.19±0.03, n=3 animals). (d) Expression pattern
of eGluCl at different time points (3, 7, 21, and 245 days) post–Rx
(scale bar 250μm) (representative images from n=2 animals). The white
arrows indicate the injection needle track.
note
For this purpose we designed a viral plasmid coding for a fully
codon-optimized glutamate-gated Cl--channel (GluCl from C.
elegans), where the α-subunit is linked via a self-cleaving
viral 2A-peptide to the GluCl β-subunit, with mYFP in the M3-M4 loops of both
subunits16. The leucine residue at
position 9 of the M2 pore-forming domain of the wild type GluCl α-subunit was
mutated to phenylalanine in order to enhance the channel’s glutamate
sensitivity16 (enhanced GluCl or eGluCl).
To bias expression of eGluCl to excitatory neurons, eGluCl was placed under the
control of the human CaMKIIα promoter (hCamKII)17 (Fig. 1a). Subsequent
full electrophysiological characterization in Neuro-2a cells confirmed that the
EC50 for glutamate was decreased from 262±53μM (wild
type GluCl, n=8, mean±sem) to 12±3μM (eGluCl, n=8)
(p<0.001, Student’s t-test) (Fig.
1b), comparable to extracellular glutamate levels detected during
seizures13,15.Following eGluCl lentivector packaging (titer 2.15*109TU/ml) we
assessed its transduction efficiency in vivo. We therefore injected
adult male Sprague Dawley rats with either eGluCl or GFP control lentivector into
the primary motor cortex (M1), and looked for expression after 7 days. eGluCl was
mainly detected at extrasynaptic locations (Supplementary Fig. 1), as estimated by very limited
co-localization with the synaptic marker PSD95: 0.29±0.01% of eGluCl occurred
at PSD95 puncta, and conversely 13.50±2.49% of PSD95 co-localized with eGluCl
in transduced areas of the brain (Pearson’s correlation coefficient:
0.19±0.03, n=3 independent animal brain preparations) (Fig. 1c). Given that glutamate is efficiently cleared from the
extrasynaptic space by excitatory amino acid transporters14,18,19, these results suggest that eGluCl should
have a minimal impact on normal brain-function. eGluCl was expressed at the earliest
time point evaluated (day 3 post-injection), and persisted for at least 245 days,
consistent with other lentivectors20 (Fig. 1d).We assessed the ability of eGluCl to attenuate seizures evoked by acute
intracortical administration of the chemoconvulsant pilocarpine8. For this purpose, we implanted adult male Sprague Dawley rats
with a wireless transmitter, with an electrode in M1, and secured a cannula for
access to same brain region. One week after surgery, we injected pilocarpine via the
cannula and quantified the evoked seizure severity. Subsequently, the animals were
treated with an equivalent dose of either eGluCl or a control lentivector expressing
green fluorescent protein, hCaMKII-GFP (GFP). The chemoconvulsant injection was then
repeated in a randomized and blinded study, comparing the effect of pilocarpine
before (pre-Rx) and 14 days after lentiviral treatment (post-Rx) with either
lentivector into the same region of the rat motor cortex (Fig. 2A). Animals treated with eGluCl exhibited a decrease in
the electrocorticogram (ECoG) coastline, an aggregate of frequency and amplitude,
between the two pilocarpine injections (absolute change in coastline:
–1.08±0.58V at 20 minutes, n=6). In contrast, GFP-treated animals
exhibited an increase in coastline between the two pilocarpine injections
(1.04±0.34V, n=7; comparison between eGluCl and GFP: p=0.007,
Student’s t-test; Fig. 2b). Comparison
of the number of large amplitude ECoG spikes (>25% of the maximum amplitude evoked
by pilocarpine) also revealed a pronounced effect of eGluCl (ratio of spikes in the
second trial to the first trial: eGluCl 0.60±0.12; GFP 1.27±0.18;
p=0.012). Similarly, ECoG power in the 4–14Hz frequency band, which
correlates with motor convulsion severity8
(Supplementary Video
1), decreased in eGluCl treated animals (ratio of second trial to first:
0.44±0.19), but increased in GFP-treated animals (1.47±0.16; p=0.002).
Finally, the spike frequency decreased after eGluCl treatment (ratio:
0.65±0.13) in contrast to GFP-treated animals (ratio: 1.29±0.14;
p=0.007). The total duration of pilocarpine-evoked electrographic seizure activity,
which is mainly determined by the clearance of the chemoconvulsant from the brain,
showed a non-significant trend towards a decrease in eGluCl-treated animals (ratio:
0.79±0.11) compared to GFP-treated animals (1.02±0.10; p=0.146) (Fig. 2c, Supplementary Fig. 2). eGluCl is thus effective at attenuating
acute chemoconvulsant-evoked seizures.
(a) Representative seizures elicited by focal pilocarpine injection
before (pre-Rx) and after lentiviral treatment with eGluCl or GFP (post-Rx)
(scale bar 5min and 1mV). (b) Absolute differences in the
cumulative coastline between the two pilocarpine trials pre-Rx and post-Rx
(eGluCl –1.08±0.58V at 20 minutes, n=6 animals; GFP
1.04±0.34V, n=7 animals; mean±sem, p=0.007, Student’s
t-test). (c) Number of spikes (ratio of spikes in the second trial
to the first trial: eGluCl: 0.60±0.12; GFP: 1.27±0.18;
mean±sem, p=0.012, Student’s t-test), 4 – 14 Hz power
(ratio of second trial to first: eGluCl: 0.44±0.19; GFP:
1.47±0.16; p=0.002), spike frequency (ratio of second trial to first:
eGluCl: 0.65±0.13; GFP: 1.29±0.14; p=0.007), and seizure duration
post-Rx normalized to the corresponding values pre-Rx (ratio of second trial to
first: eGluCl: 0.79±0.11; GFP: 1.02±0.10; p=0.146).
*p<0.05; **p<0.01.
We next determined the effect of eGluCl in a model of chronic focal
neocortical epilepsy induced by tetanus toxin injection into the visual cortex21. In this model spontaneous seizures occur
over several weeks (Fig. 3a, b, Supplementary Video 2, Supplementary Fig. 3a).
eGluCl or GFP lentivectors were injected 11 days after tetanus toxin injection in a
randomized and blinded study design. The number of seizures prior to treatment did
not differ between the groups (eGluCl 10.1±1.5, n=10; GFP 10.4±1.2,
n=10; p=0.761, Student’s t-test) (Fig.
3d inset). eGluCl significantly reduced the number of subsequent seizures
in comparison to GFP-treated animals (generalized log-linear mixed model: F(1,
59)=20.66, treatment effect p<0.001; F(8, 59)=17.28, treatment*week
interaction effect p<0.001) (Fig. 3c).
The cumulative number of seizures normalized by the number of pre-Rx seizures was
also significantly reduced (eGluCl: 2.62±0.26, n=10; GFP: 3.79±0.24,
n=10; p=0.004, Student’s t-test) (Fig.
3d), as was the absolute number of seizures experienced per animal
post-Rx (eGluCl: 16.2±2.9, n=10; GFP: 28.9±4.4, n=10; p=0.034, Mann
Whitney test) (Supplementary Fig.
3b). We did not, however, observe a significant difference in average
seizure duration (eGluCl 85.6±53 sec, n=9; GFP 94.3±4.7 sec, n=10;
p=0.278, Mann Whitney test; note that one eGluCl-treated animal did not experience
any seizures post-Rx) or severity (Supplementary Fig. 3b, c), consistent with evidence that seizure
duration is mainly determined by the extent of the network involved rather than by
activity at the focus22.
Figure 3
eGluCl reduces the absolute number of seizures in a model of chronic focal
neocortical epilepsy.
(a) Representative seizures from two animals injected with tetanus
toxin into layer 5 of the visual cortex after treatment with eGluCl or control
GFP lentivector. (scale bar 10sec and 0.5mV). (b) Raster plot of
seizures in the same animals. Boxes: seizures in panel (a). TetTx was injected
at surgery (day -11), and the arrow indicates the timepoint of either eGluCl or
GFP lentivector injection (day 0). (c) Seizure frequency (per week,
mean±sem) for animals treated with either eGluCl (n=10 animals) or
control GFP lentivector (n=10 animals) (indicated by the arrow), normalized by
pre-Rx seizure rates (generalized log-linear mixed model: F(1, 59)=20.66,
treatment effect p<0.001; F(8, 59)=17.28, treatment*week interaction
effect p<0.001). The inset shows all individual experiments.
(d) Normalized cumulative seizure frequency (per day) for
animals injected with either eGluCl or control GFP lentivector
(mean±sem). Inset: absolute number of seizures pre-Rx for the two groups
(eGluCl 10.1±1.5, n=10; GFP 10.4±1.2, n=10; mean±sem,
p=0.761, Student’s t-test). The arrow indicates the timepoint of eGluCl
or GFP injection. Right panel: total number of seizures post-Rx, normalized by
pre-Rx rate, for animals injected with either eGluCl or GFP control (eGluCl:
2.62±0.26, n=10; GFP: 3.79±0.24, n=10; mean±sem, p=0.004,
Student’s t-test). **p<0.01.
We asked if eGluCl treatment affects interictal activity by comparing the
absolute ECoG coastline after discarding all seizures. This revealed a steep
increase following tetanus toxin injection, and no difference between eGluCl- and
GFP-treated animals (Fig. 4a). eGluCl is thus
effective in reducing spontaneous seizure frequency without altering the baseline
ECoG.
Figure 4
eGluCl treatment has no effect on normal brain function.
(a) Absolute increase in ECoG coastline after TetTx injection (day
-10), excluding seizures, showing no difference between eGluCl and GFP treatment
at day 0 (mean±sem, same animal cohort as in Figure 3). (b) Effect of GFP or eGluCl
treatment on ECoG coastline evaluated over two 6 h periods (no TetTx). Top:
experimental design. The lower panels show the coastline after GFP or eGluCl
treatment normalized by pre-Rx coastline (left) (ratio: eGluCl:
1.01±0.03, n=7; GFP: 1.06±0.03, n=6; mean±sem, p=0.293,
Student’s t-test), or the post-Rx coastline after 5mg/kg ivermectin
injection (+IVM), normalized by the baseline before ivermectin (-IVM) (ratio:
eGluCl: 0.93±0.04, n=6; GFP: 1.10± 0.03, n=5; mean±sem,
p=0.010, Student’s t-test). *p<0.05. (c) Post-Rx
latency to fall from the accelerating rotarod on three consecutive days (average
latency to fall in 3 rotarod sessions eGluCl: 84.8±12.0sec, n= 5; GFP:
75.4±15.0 sec, n=6; mean±sem, p=0.646, Student’s t-test),
and subsequently on three days 24h after IVM (gray). The right panel shows the
average latencies after IVM normalized to the average of the 3 test sessions
before IVM (eGluCl: 1.36±0.12, n = 5, GFP: 0.96±0.05, n=6;
mean±sem, p=0.009, Student’s t-test). **p<0.01.
(d) Post-Rx absolute number of steps taken on an elevated grid
(eGluCl: 83.5±12.7; GFP: 95.3±17.5; mean±sem, p=0.612,
Student’s t-test), and subsequently after IVM (same animals as in (c)).
The right panel shows the number of steps after IVM normalized to the average of
the 3 test sessions before IVM (expressed as a ratio of steps taken pre-IVM,
eGluCl: 0.76±0.09, n = 5; GFP: 1.04±0.08, n=6; mean±sem,
p=0.045, Student’s t-test). *p<0.05.
To look for off-target effects of eGluCl on normal brain function, we
injected another group of non-epileptic animals with either lentivector and asked if
the ECoG was affected. The average of 6h ECoG coastline (0:00 – 6:00AM) 2
weeks post-Rx, expressed as a ratio of pre-Rx ECoG, did not differ between treatment
groups (ratio: eGluCl: 1.01±0.03, n=7; GFP: 1.06±0.03, n=6; p=0.293,
Student’s t-test). As a positive control, in a further group of animals, we
administered ivermectin (IVM, 5mg/kg IP), an activator of GluCl23. This significantly reduced the coastline in animals treated
with eGluCl compared with GFP (ratio: eGluCl: 0.93±0.04, n=6; GFP:
1.10± 0.03, n=5; p=0.010, Student’s t-test) (Fig. 4b).In order to look for behavioral effects of eGluCl, we assessed performance in
two tests of motor coordination sensitive to motor cortex lesions, again blind to
treatment, after injection of eGluCl or GFP lentivector into layer 5 of the motor
cortex. No significant difference was seen in the accelerating rotarod test between
groups (average latency to fall in 3 rotarod sessions eGluCl: 84.8±12.0sec,
n= 5; GFP: 75.4±15.0 sec, n=6; p=0.646, Student’s t-test). We also
observed no significant difference in the average number of steps taken while the
same animals walked on an elevated grid during 3 sessions (eGluCl: 83.5±12.7;
GFP: 95.3±17.5; p=0.612, Student’s t-test). Finally, we repeated the
evaluation of motor coordination in the same animals after IVM. This revealed a
robust difference between eGluCl and GFP when the latency to fall post-IVM was
expressed as a ratio of the earlier test sessions pre-IVM (eGluCl: 1.36±0.12,
n = 5, GFP: 0.96±0.05, n=6; p=0.009, Student’s t-test; Fig. 4c). Although unexpected, a similar
paradoxical increase in latency to fall has previously been reported with M1
lesions24. IVM also led to a marked
decrease in the number of steps taken on the elevated grid by eGluCl-treated animals
but not by GFP-treated animals (expressed as a ratio of steps taken pre-IVM, eGluCl:
0.76±0.09, n = 5; GFP: 1.04±0.08, n=6; p=0.045; Fig. 4d). In a separate cohort of animals that did not receive
IVM we observed no significant difference on either test up to 25 days post-Rx
(rotarod: two-way ANOVA, F(1,56)=0.72; steps: two-way ANOVA, F(1,56)=0.37; eGluCl,
n=5; GFP, n=4) (Supplementary Fig.
4). We therefore conclude that eGluCl has no major impact on normal brain
function, although an effect can be revealed by direct activation of the receptor by
IVM, implying that the tests of motor coordination were sensitive to an increase in
chloride conductance in transduced neurons.Taken together, these results demonstrate that gene therapy with eGluCl is
well tolerated and effective. Extrasynaptic glutamate is normally clamped to
sub-micromolar concentrations by active transport19. Glutamate transporters nevertheless have a finite capacity to
prevent extrasynaptic escape of the neurotransmitter25. eGluCl channels therefore only open in response to elevated
extrasynaptic glutamate as occurs during seizures26. Chloride-permeable channels inhibit both by hyperpolarizing neurons
and by decreasing the effective membrane resistance (voltage and shunting inhibition
respectively). A collapse of trans-membrane chloride gradients has been reported in
seizure models27, compromising voltage
inhibition, but the robust anti-epileptic effect of eGluCl implies that shunting
inhibition persists. This mechanism of action is shared with benzodiazepines and
barbiturates, although these drugs potentiate the action of GABAA
receptors indiscriminately, contributing to their narrow therapeutic window. Gene
therapy with eGluCl thus represents a form of biochemical closed-loop chemogenetic
treatment that does not require an exogenous agonist, and is therefore a promising
approach to treat refractory epilepsy where the seizure focus is close to eloquent
cortex.
Methods
Molecular biology
Lentiviral transfer plasmids were constructed using standard molecular
cloning techniques. Wild type GluCl (GluCl α-subunit accession number:
G5EBR3, β-subunit: Q17328) including the endoplasmic reticulum retention
motif mutation RSR->AAA16 was
fully codon optimized for human expression and synthesized by Genscript®.
The L9’F mutation was inserted with the Quick Change II kit (Agilent).
All plasmids were verified by sequencing before use (Source Bioscience).
Sequences are available upon request. Lentivector were produced by Cyagen
Biosciences Inc.
Voltage clamp recordings
In order to record GluCl Cl- conductance, under the control
of a human CamKII-α promoter, we used a mouse Neuroblastoma cell line
(Neuro-2a). Heterologous expression of GluCl or eGluCl was obtained with
TurboFect™ transfection reagent (Thermo Fisher Scientific). Whole cell
patch clamp recordings were performed using Borosilicate glass electrodes,
pulled on a micropipete puller (Sutter Instruments) and fire polished
(Narishige), with a final resistance of 2-3.5MΩ. Data were digitized at
5kHz, filtered at 1kHz and recorded with WinEDR software (John Dempster,
Glasgow, UK) and an Axopatch 1-D amplifier (Axon Instruments). Series resistance
compensation of 60% was used throughout. Cells were held at -60mV, and
increasing concentrations of glutamate were applied through a custom-built
single-cell perfusion system. All recordings were performed at room temperature.
The extracellular recording solution contained in mM: 150 NaCl, 2.8 KCl, 2
Ca2Cl, and 10 HEPES, pH adjusted to 7.35 with NaOH, with
glutamate as indicated, and the intracellular recording solution contained: 135
CsCl, 10 Cs-EGTA, 10 HEPES, 1 Mg2Cl, and 4 Na2-ATP, pH
adjusted to 7.35 with CsOH.
Surgical procedures
All experiments were performed in accordance with the United Kingdom
Animal (Scientific Procedures) Act 1986 approved by the Home Office (License
PPL70-7684). All animals were kept under a 12h dark/light cycle (dark: 7PM
– 7AM) at a constant temperature of 21°C and a humidity of 50%.
Male Sprague-Dawley rats (275–350g) were anesthetized with isoflurane and
placed in a stereotactic frame (Kopf). A cannula (Plastics One) and an ECoG
electrode (Open Source Instruments) were placed in either the forelimb area of
the right primary motor cortex (coordinates, 2.4 mm lateral, 1.0 mm anterior of
bregma), or the right visual cortex (coordinates, 3.0 mm lateral, and 7 mm
posterior of bregma). An ECoG transmitter (A3028E; Open Source Instruments) was
implanted subcutaneously, to allow wireless telemetry recordings. The reference
electrode was implanted in the contralateral hemisphere. For the chronic visual
cortex tetanus toxin model, 15ng of tetanus toxin was injected in a volume of
1.0μl PBS at a rate of 200nl min−1 in layer 5 region.
The Hamilton syringe (needle gauge 33) was held in place for 10 min after the
injection.
Chemoconvulsant seizure model
After a week of recovery period from surgery, animals were injected on
four consecutive days with increasing amounts (200, 450, 700, and 950nl) of
3.5mM pilocarpine solution in PBS into layer 5 of the right primary motor cortex
at a rate of 100nl min−1 (the Hamilton syringe was held in
place for 2 min post-injection). Three days later all animals were injected with
2.0μl of lentivector at the same location and a rate of 200nl
sec-1 (1.0μl at -1.1mm and 1.0μl at -1.0mm from
pia; the Hamilton syringe was held in place for 5 min and 10 min after virus
injection, respectively). After waiting two weeks for transgene expression, the
chemoconvulsant injection procedure was repeated. This experimental design
allowed us to normalize every pilocarpine-evoked seizure to its corresponding
pre-treatment seizure. In order to minimize inter-animal susceptibilities to
different doses of pilocarpine, we averaged the normalized values across the
different doses, rejecting any dose that was below threshold for seizure
induction. Virus injection and subsequent data analysis was performed by a
researcher blinded to treatment.
Chronic tetanus toxin epilepsy model
Eleven days after ECoG transmitter and tetanus toxin injection, animals
were injected with 2.0μl of lentivector at a speed of 200nl
sec-1 (1.0μl at -1.1mm and 1.0μl at -1.0mm from
pia, the Hamilton syringe was held in place for 5 min and 10 min respectively
after virus injection) into layer 5 of the right visual cortex. Virus injection
and subsequent data analysis were performed by a researcher blinded to
treatment.
ECoG acquisition and analysis
The ECoG was acquired wirelessly using hardware and software from Open
Source Instruments, Inc. The ECoG was sampled at a frequency of 512Hz, band-pass
filtered between 1 and 160Hz, and recorded continuously for the duration of the
experiments.ECoG analysis in the pilocarpine induced acute model of seizures was
performed as previously described 8.
Briefly, the coastline, the number of spikes reaching at least 25% of the
maximal amplitude recorded within the seizure, 4–14Hz power, seizure
duration, and inter-spike interval were calculated from raw traces imported into
Python 3.5 (Supplementary
Video 1). Values obtained for each dose of pilocarpine after
lentivector treatment were compared to the corresponding values obtained for the
same dose of pilocarpine prior to lentivector injection within each animal. The
coastline analysis is shown as absolute difference, but other measures are shown
as ratios for clarity.The analysis of the chronic tetanus toxin induced model was performed as
previously described7,8. Briefly, the ECoG was segmented into
consecutive 1sec epochs and 6 different metrics calculated (coastline, power,
intermittency, coherence, asymmetry, and the power between 20 and 50Hz) (Supplementary Video 2).
Each metric was mapped onto the interval 0–1, yielding a point in a
6-dimensional hypercube of unit side. Each epoch was compared to a
user-generated seizure library, consisting of seizures validated from at least 3
different animals. If the Euclidean distance between the coordinates for the
epoch fell within 0.2 of a validated seizure-epoch, it was classed as a possible
seizure. After successful detection of at least 3 seizures per animal,
animal-specific seizure libraries were generated. Each seizure which was not
qualified by at least 6 potential seizure-events was added to the
animal-specific seizure library. For Fig.
3, the number of seizures in each animal was normalized by the number of
seizures during 1 week pre-treatment, to compensate for inter-animal
variability. Raw, non-normalized, data are shown in Supplementary Fig. S3.
For all datasets the minimal duration to define a seizure was set to 10sec.
Behavioral analysis
Rats injected with either eGluCl or GFP lentivector into the right motor
cortex (long term study), or both hemispheres (study involving ivermectin as
positive control) (M1 region layer 5, volume and coordinates as above) were
assessed with the rotarod and elevated grid tests of motor coordination.For the rotarod test (Ugo Basile), the rotation velocity increased from
3 to 30rpm over 5 minutes. The animals were habituated for 2 training sessions
on the rotarod, each of which consisted of three trials. In the test sessions
the latency to fall was recorded for three consecutive trials, and the best
performance used for statistical analysis. For the elevated grid test, rats were
placed on a 52x32cm elevated horizontal platform consisting of a square painted
steel wire array (4mm diameter, 4cm spacing) and allowed to explore the arena
for 2 minutes. All animals were allowed to habituate to the test environment for
two consecutive days before the test sessions. Rats were video-monitored from
two different angles, and the number of steps was counted.One group of animals was assessed on three consecutive days on both
tests prior to lentivector injection, and then on 8 subsequent sessions over the
next 4 weeks. Another group of animals was treated with eGluCl or GFP
lentivector 7 days prior to two habituation sessions on consecutive days,
followed by three test sessions, and three further sessions after ivermectin
injection (5 mg/kg, each given 24h prior to testing). All experiments and
subsequent data analysis were performed by a researcher blinded to the
treatment.
Immunohistochemistry
Staining was performed on free-floating 30 or 50µm rat brain
sections with the following antibodies: mouse Anti-PSD95 (ab2723, Abcam), rabbit
anti-GFP (ab6556, Abcam), guinea pig anti-MAP2 (Cat 188 004, Synaptic Systems),
anti-Neurofilament heavy polypeptide (ab8135, Abcam), Alexa Fluor® 488
donkey anti-rabbit (A-21206, ThermoFisher Scientific), Alexa Fluor® 405
goat anti-guinea pig (ab175678, Abcam) and CF™568 Donkey anti-mouse
(20105, Biotium). Images were acquired using ZEN software (Zeiss) on a LSM710
confocal microscope (Zeiss). Colocalisation of PSD95 and eGluCl analysis was
performed via ImageJ1.51n (Wayne Rasband, National Instititue of Health) plugin
JACoP28.
Statistics
All statistical analysis was performed using IBM SPSS 22.0.0.0, or Graph
Pad Prism 5.01. Statistical significance was tested with Student’s
two-tailed paired or unpaired t-tests, two-tailed Mann Whitney tests, repeated
measures ANOVA, or a generalized log-linear mixed model with random effect of
animal (autoregressive covariance) and fixed effect of treatment group, week,
and the interaction of treatment group and week. All data are shown as
mean±sem, with individual animals also shown. The choice of parametric or
non-parametric test followed a Kolmogorov-Smirnov test with the
Dallal-Wilkinson-Lilliefor corrected p value. Significance level was set to an
α-error of p<0.05.
Authors: Idil Cavus; Willard S Kasoff; Michael P Cassaday; Ralph Jacob; Ralitza Gueorguieva; Robert S Sherwin; John H Krystal; Dennis D Spencer; Walid M Abi-Saab Journal: Ann Neurol Date: 2005-02 Impact factor: 10.422
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