Abstract

Cannabis use is highly prevalent in patients with schizophrenia and worsens the course of the disorder. To understand how exposure to cannabis changes schizophrenia-related oscillatory disruptions, we investigated the impact of administering cannabis vapor containing either Δ9-tetrahydrocannabinol (THC) or balanced THC/cannabidiol (CBD) on oscillatory activity in the neonatal ventral hippocampal lesion (NVHL) rat model of schizophrenia. Male Sprague Dawley rats underwent lesion or sham surgeries on postnatal day 7. In adulthood, electrodes were implanted targeting the cingulate cortex (Cg), the prelimbic cortex (PrLC), the hippocampus (HIP), and the nucleus accumbens (NAc). Local field potential recordings were obtained after rats were administered either the “THC-only” cannabis vapor (8–18% THC/0% CBD) or the “Balanced THC:CBD” cannabis vapor (4–11% THC/8.5–15.5% CBD) in a cross-over design with a 2-week wash-out period between exposures. Compared to controls, NVHL rats had reduced baseline gamma power in the Cg, HIP, and NAc, and reduced HIP-Cg high-gamma coherence. THC-only vapor exposure broadly suppressed oscillatory power and coherence, even beyond the baseline reductions observed in NHVL rats. Balanced THC:CBD vapor, however, did not suppress oscillatory power and coherence, and in some instances enhanced power. For NVHL rats, THC-only vapor normalized the baseline HIP-Cg high-gamma coherence deficits. NHVL rats demonstrated a 20 ms delay in HIP theta to high-gamma phase coupling, which was not apparent in the PrLC and NAc after both exposures. In conclusion, cannabis vapor exposure has varying impacts on oscillatory activity in NVHL rats, and the relative composition of naturally occurring cannabinoids may contribute to this variability.

Introduction

Lifetime rates of cannabis use and cannabis use disorder in patients with schizophrenia are reported to be as high as 80% and 50%, respectively.1 Concerningly, this use is associated with worsened clinical outcomes for patients through symptom exacerbation, treatment noncompliance, as well as increased rates of hospitalization and relapse1–3; however, patients also report positive outcomes including enhanced socializing and reduced anxiety.4–6 The varying outcomes of cannabis use for patients with schizophrenia may reflect different methods of use, or the phytochemical diversity of the cannabis plant.7–9 With over 113 constituents, or “cannabinoids”, in the cannabis plant, their relative composition dictates the effects produced.10 Scientific investigation has mainly focused on two cannabinoids due to their abundance in the plant and relevance for biomedical research: Δ9-tetrahydrocannabinol (THC), the main psychoactive constituent that binds with endogenous cannabinoid type 1 receptors (CB1Rs) to produce the rewarding and psychotomimetic effects.10–13 Cannabidiol (CBD), which has some psychoactive effects, does not produce the psychotomimetic effects seen with THC.14,15 CBD also acts as a negative allosteric modulator of CB1Rs and may also act as a partial agonist of both the cannabinoid type 2 and dopamine type 2 receptors, with growing evidence that it may, at least partially, interact agonistically with serotonin 1A receptors.16–21 The independent effects of these cannabinoids differ from the combined effects, and these differential effects further vary by administration route.22–24 Interestingly, CBD often mitigates the psychoactive effects of THC and may have antipsychotic properties.25–28

Consistent with this, Wall et al.7 recently used magnetic resonance imaging (MRI) to measure functional connectivity changes in the default mode network (DMN, measured as increased functional connectivity of the posterior cingulate cortex), executive control network (ECN, negatively correlated with DMN activity and measured as reduced connectivity in the posterior cingulate cortex), and salience network (SAL, measured as increased connectivity within the anterior insula), after healthy subjects were administered either vaporized placebo cannabis, cannabis with THC (8 mg) and CBD (10 mg), or cannabis without CBD (THC: 8 mg). Cannabis vapor reduced DMN connectivity relative to placebo, while not significantly affecting ECN connectivity. Only vapor without CBD impacted SAL connectivity, reducing it relative to vapor with CBD. Reduced DMN activity was correlated with the self-reported psychoactive effects of THC whereas exposure to vapor with CBD had a restorative effect.7

Altered neural circuit activity is also apparent in mesocorticolimbic brain regions of rodents used to model schizophrenia and in experimentally naïve rats after cannabinoid exposure.29 Local field potential (LFP) recordings from Wistar rats selectively bred as a model of schizophrenia to exhibit maximal disruptions after post-weaning social isolation and subchronic ketamine administration (20 mg/kg, intraperitoneal [IP]), demonstrate enhanced upper theta (4–8 Hz) and beta (13–30 Hz) spectral power in the parietal cortex, as well as reduced delta (0.6–4 Hz) and high-gamma (71–100 Hz) power.30 In contrast, LFP recordings from rats used to model schizophrenia that underwent neonatal ventral hippocampal lesions (NVHL rats) demonstrate reduced evoked delta, theta, and beta power31 compared to controls, as well as reduced theta (5–15 Hz) and beta (20–30 Hz) coherence in the hippocampus (HIP), with intact coherence in the medial prefrontal cortex (PFC).32 Additionally, NVHL rats do not exhibit stereotypical increases in phase-locking of auditory evoked potentials to increasing stimulus frequencies, measured in the temporal cortex.33 Importantly, the dysfunctions modeled in NVHL rats are not singularly due to the lesion but are instead the result of the neurodevelopmental insult produced by the lesion. Compared to controls, NVHL rats demonstrate impaired working memory measured using a T-maze decision making task, whereas adult rats that underwent ventral hippocampal lesions demonstrate intact working memory.34 NVHL rats also demonstrate enhanced neuronal activity in striatal and cortical regions, measured as enhanced ΔFosB expression compared to controls, while this difference was absent in rats lesioned in early adulthood.35 NVHL rats also demonstrate enhanced firing of medial PFC pyramidal neurons in response to electrical stimulation of the ventral tegmental area (VTA), an effect that is absent in rats lesioned in adulthood.36

Similar to the observations from rodents used to model schizophrenia, we previously published data demonstrating acute THC (10 mg/kg) vapor exposure in experimentally naïve rats suppresses LFP gamma (30–100 Hz) power and coherence in the dorsal striatum, the PFC, and the orbitofrontal cortex.37 LFP recordings from the HIP and entorhinal cortex of experimentally naïve rats administered CB1R agonist CP-55,940 (0.3 mg/kg, IP) also demonstrate reduced evoked theta (4–7 Hz) and gamma (30–80 Hz) power, which was corroborated in healthy humans administered THC (0.035 mg/kg, IV) using whole-brain electroencephalography (EEG); human subjects were also administered CBD (5 mg, IV), either alone or combined with THC, and while the combined treatment produced similar effects to THC alone, CBD alone had no effects on brain activity.38

Considering the clinical and preclinical evidence of altered neural circuit activity associated with cannabinoid exposure and the symptoms of schizophrenia, as well as reports of the oppositional effects between THC and CBD on neural circuit activity, we herein aimed to (1) assess baseline differences in corticolimbic LFPs between NVHL rats and sham-surgery (sham) controls, and (2) assess LFP changes in NVHL and sham rats resulting from cannabis vapor exposure, with and without CBD. We hypothesized that NVHL rats demonstrate reduced corticolimbic oscillatory activity, reflecting observations from preclinical and clinical studies of schizophrenia. We further hypothesized that exposure to cannabis vapor without CBD will worsen oscillatory dysfunctions in NVHL rats compared to sham rats, while exposure to cannabis vapor with CBD may ameliorate some of the lesion-induced deficits. We targeted the prelimbic cortex (PrLC), the cingulate cortex (Cg), the HIP, and the nucleus accumbens (NAc) due to their involvement in mesocorticolimbic signaling pathways, drug-seeking behavior, and the pathophysiology of schizophrenia. To maintain translational relevance, we administered cannabinoids as they naturally exist in the cannabis plant, by exposing NVHL and sham rats to vaporized cannabis flower (i.e., dried plant matter) using a consumer-grade cannabis vaporizer.

Methods

Animals

Ten male Sprague Dawley rat pups with lactating dam were purchased from Charles River (Senneville, Quebec, Canada). Rats were housed in a colony room maintained on a 12-hour light:dark cycle with ad libitum access to food and water. Prior to the start of experiments, rats were habituated to the experimental environment for 2 min daily and for a total of 5 days. All treatments were performed during the light phase of the 12-hour reverse light:dark cycle. All procedures complied with the guidelines described in the Guide to the Care and Use of Experimental Animals (Canadian Council on Animal Care, 1993) and set by the Animal Care Committee at the University of Guelph.

The Neonatal Ventral Hippocampal Lesion Rat Model of Schizophrenia

The NVHL rat was produced as previously described.39,40 Considered a valuable heuristic model of schizophrenia and co-occurring substance use,41 including in the context of cannabis use and schizophrenia,42,43 this neurodevelopmental model involves bilaterally lesioning the ventral hippocampi of rat pups using ibotenic acid. This model has (a) face validity, in that it produces behavioral and neural circuit changes reflecting those observed in schizophrenia, on a similar neurodevelopmental timeline; (b) construct validity, as it is based on the neurodevelopmental hypothesis of schizophrenia and involves an early neurodevelopmental insult to the ventral hippocampus, consistent with anterior hippocampal dysfunctions in patients; and (c) predictive validity, in that NVHL rats respond to antipsychotics in a manner reflective of outcomes observed in humans with schizophrenia.39,44 On postnatal day 7 (PND7), rat pups were anesthetized via hypothermia, injected with either 0.3 μL of ibotenic acid (Sigma–Aldrich, Oakville, Ontario, Canada; for NVHL rats) or artificial cerebrospinal fluid (aCSF, for sham rats) into the ventral hippocampus (anterior–posterior [AP]: −3 mm; medial-lateral [ML]: ± 3.5 mm; dorsal-ventral [DV]: −5 mm) at a rate of 0.1 μL/min over 3 min, followed by a two-minute wait period. Animals were housed with dam in polyethylene cages (Allentown, Allentown, NJ, USA) until weaning, and pair-housed until the electrode implantation surgeries.

Electrode Implantation Surgeries

Electrode implantation was performed as previously described.45 Custom-built, 10-channel electrode microarrays were constructed using Delrin templates46,47 and polyimide-insulated stainless-steel wires (791600, 0.008”, A-M Systems, Carlsborg, Washington, USA) attached to a single-row connector. All arrays had an electrode impedance of less than 2 MΩ. Rats were anesthetized with isoflurane (5%), affixed in a stereotaxic apparatus (Kopf Instruments, Tujunga, CA), and electrode arrays were implanted bilaterally into the prelimbic cortex (PrLC; AP: +3.24 mm, ML: ±0.6 mm, DV: −3.8 mm), the cingulate cortex (Cg; AP: +1.9 mm, ML: ±0.5 mm, DV: −2.8 mm), the CA1 region of the hippocampus (HIP; AP: −3.5 mm, ML: ±2.5 mm, DV: −2.6 mm), and the nucleus accumbens (NAc; AP: +1.9 mm, ML: ±1.2 mm, DV: −6.6 mm). Animals recovered in their home cage for a minimum of 7 days prior to experimentation.

Vaporized THC/CBD Administration

Cannabis flower vapor administration was performed using our customized OpenVape apparatus with a Utillian 420 (Utillian, Toronto, Ontario, Canada) dried herb vaporizer.48–50 A randomized, within-study crossover design was used as performed in human subjects and in our previous study with experimentally naïve rats22,37 (figure 1A). Rats were randomly assigned to two groups (N = 5/group) for exposure to either cannabis vapor with 8%–18% THC and 0% CBD (Summer Fling, Aurora, Edmonton, Alberta, Canada; “THC-only” exposure group) or 4%–11% THC and 8.5%–15.5% CBD (Balance, Solei, Leamington, Ontario, Canada; “Balanced THC:CBD” exposure group). Ground cannabis flower was vaporized at 200°C and channeled into a mouse cage (40 × 20 × 20 cm) holding two rats at a time. For each minute of the first 5 min the rats were in the chamber, 10 puffs were delivered for 2 s total with a four-second interpuff interval. Rats remained in the chamber for another 5 min such that the duration of exposure was 10 min total. The chamber was vented with clean air by removal of the cage lid. All vapor administration procedures occurred under a fume hood to remove any side-stream vapor.

Experimental design, lesion and electrode verification, and representative local field potential tracing. A) Cross-over design with a two-week wash-out period between exposures B) Electrode placements (top) and lesion (bottom) showing electrode termini (blue) in the PrLC (left), Cg + NAc (middle), and HIP (right), as well as lesion extent in all NVHL rats (purple represents size of smallest and pink represents size of largest lesions), compared to sham controls. C) Representative tracings from the Cg showing changes in theta and gamma frequencies at baseline and after cannabis vapor exposure for both sham and NVHL rats. Figures were made using the brain schematics available from Paxinos and Watson (2007).51
Fig. 1.

Experimental design, lesion and electrode verification, and representative local field potential tracing. A) Cross-over design with a two-week wash-out period between exposures B) Electrode placements (top) and lesion (bottom) showing electrode termini (blue) in the PrLC (left), Cg + NAc (middle), and HIP (right), as well as lesion extent in all NVHL rats (purple represents size of smallest and pink represents size of largest lesions), compared to sham controls. C) Representative tracings from the Cg showing changes in theta and gamma frequencies at baseline and after cannabis vapor exposure for both sham and NVHL rats. Figures were made using the brain schematics available from Paxinos and Watson (2007).51

Electrophysiology

LFP recordings (W2100-system, Multichannel Systems, Kusterdingen, Germany) were performed in awake, freely moving rats exploring clear plexiglass boxes (45 cm × 45 cm × 45 cm). Recordings were taken from five animals with two electrodes/animal/region resulted in a final sample size of 10. Baseline recordings were collected 24 h before the first vapor exposure, and immediately before each cannabis vapor exposure, for 30 min at a rate of 1000 samples/s. MATLAB (MathWorks, Natick, MA, USA) routines using the Chronux software package were used to analyze the spectral power of each brain region, as well as coherence and theta–gamma cross-correlation between brain regions. Five-minute epochs were used, with epochs segmented, detrended, denoised, and low-pass filtered to remove frequencies greater than 100 Hz. Continuous multitaper spectral power for data normalized to total spectral power and coherence (tapers = [5 9]) was calculated for delta (1–4 Hz), theta (>4–12 Hz), beta (>12–30 Hz), low gamma (>30–60 Hz), and high gamma (>60–100 Hz).

Histology

After experimentation, rats were euthanized by carbon dioxide + isoflurane before their brains were extracted and flash frozen. Brains were subsequently sectioned (at 40 μm) using a cryostat, mounted on slides, and stained with thionin. The Cg, PrLC, HIP, and NAc were examined microscopically to confirm electrode placement and bilateral lesioning. Rats with unilateral or extrahippocampal lesions or misplace electrodes would be removed from the analyses.

Data Analysis

Analysis was performed on one-minute time bins with data curves presented as normalized data with jack-knife estimates of standard error of the mean (SEM). Data were log-transformed to better exhibit group differences. Prior to all analyses, normality was assessed using the Shapiro–Wilk test. Sham or NVHL group comparisons were performed using a repeated measures ANOVA with treatment as the within-subjects factor, followed by paired t-tests. A Student’s t-test was used to compare NVHL exposure groups to baseline sham data. Computations were performed using IBM SPSS 24 software and are expressed as means ± SEM or percent change from sham baseline ± SEM.

Results

Lesions and electrode placements were verified microscopically in NVHL and sham rats. All NVHL rats showed bilateral lesions of the ventral hippocampus and the electrodes were verified to be in the correct locations (figure 1B). No animals were removed from the study nor were the electrodes ever inactive. Representative traces of theta and gamma oscillations obtained from the Cg are shown in figure 1C.

To confirm that our study was appropriately powered, we evaluated effect sizes for high gamma power and coherence in each brain region, where we saw the largest variations in the data. We had large effect sizes (>1.1, N = 8–10, power = 0.95) that were associated with a minimum 25% change in power/coherence.

Baseline gamma deficits in spectral power exist in the Cg, HIP, and NAc of NVHL rats, when compared to sham rats, and these deficits are selectively modified by cannabis vapor exposure (figure 2). In the Cg, the only baseline deficit apparent between NVHL and sham rats was with high-gamma power (P = .021, figure 2A). Balanced THC:CBD vapor exposure attenuated this high-gamma baseline deficit in NVHL rats to levels above baseline (figure 2A). THC-only vapor exposure reduced Cg beta (P = .001) and low-gamma power (P = .019) only in NVHL rats, as well as high-gamma power in the sham rats (P = .016), effects that were no longer apparent after Balanced THC:CBD vapor exposure. Both exposures enhanced delta power and reduced theta power in the Cg of all rats (sham delta: F[2,14] = 6.7, P = .009, theta: F[2,14] = 9.2, P = .003; NVHL delta: F[2,14] = 3.5, P = 0.059, theta: F[2,14] = 7.5, P = .008; figure 2A).

NVHL rats exhibit reduced baseline spectral power compared to sham rats, and cannabis vapor differentially modulates this dysfunction. A) Spectral power tracing (left) and quantification (right) in the Cg showing baseline deficits in high-gamma power for NVHL rats (N = 5 rats, 10 recordings per region) compared to sham rats (N = 5 rats, 10 recordings per region); THC-only vapor reduced Cg beta and low-gamma power only in NVHL rats, an effect that was no longer apparent after Balanced THC:CBD vapor exposure; Balanced THC:CBD vapor exposure also attenuated the high-gamma baseline deficit in NVHL rats; both exposures enhanced delta, and reduced theta, power in the Cg of all rats; B) In NVHL rats, THC-only vapor exposure suppressed PrLC beta power while the THC:CBD-vapor exposure did not; for all rats, both exposures reduced theta power, and delta power to a lesser degree, while THC-only vapor exposure reduced both low- and high-gamma power; Balanced THC:CBD vapor exposure did not have any effect; C) In the HIP, NVHL rats showed baseline deficits in low- and high-gamma power, compared to sham rats whereas Balanced THC:CBD vapor exposure appeared to marginally improve baseline deficits; both exposures did not affect delta power and robustly suppressed theta power in NHVL and sham rats. D) In the NAc, NVHL rats showed baseline deficits in low-gamma power, compared to sham controls; THC-only vapor exposure reduced spectral power across all other frequencies in both NVHL and sham rats; THC:CBD exposure did not change from baseline measures any frequencies for NVHL rats, and selectively changed the gamma frequency band for sham rats. *P < .05; **P < .01 compared to sham control baseline; ##P < .05 compared to NVHL rat baseline; φP < .05 compared THC-only treated rats to THC:CBD treated rats.
Fig. 2.

NVHL rats exhibit reduced baseline spectral power compared to sham rats, and cannabis vapor differentially modulates this dysfunction. A) Spectral power tracing (left) and quantification (right) in the Cg showing baseline deficits in high-gamma power for NVHL rats (N = 5 rats, 10 recordings per region) compared to sham rats (N = 5 rats, 10 recordings per region); THC-only vapor reduced Cg beta and low-gamma power only in NVHL rats, an effect that was no longer apparent after Balanced THC:CBD vapor exposure; Balanced THC:CBD vapor exposure also attenuated the high-gamma baseline deficit in NVHL rats; both exposures enhanced delta, and reduced theta, power in the Cg of all rats; B) In NVHL rats, THC-only vapor exposure suppressed PrLC beta power while the THC:CBD-vapor exposure did not; for all rats, both exposures reduced theta power, and delta power to a lesser degree, while THC-only vapor exposure reduced both low- and high-gamma power; Balanced THC:CBD vapor exposure did not have any effect; C) In the HIP, NVHL rats showed baseline deficits in low- and high-gamma power, compared to sham rats whereas Balanced THC:CBD vapor exposure appeared to marginally improve baseline deficits; both exposures did not affect delta power and robustly suppressed theta power in NHVL and sham rats. D) In the NAc, NVHL rats showed baseline deficits in low-gamma power, compared to sham controls; THC-only vapor exposure reduced spectral power across all other frequencies in both NVHL and sham rats; THC:CBD exposure did not change from baseline measures any frequencies for NVHL rats, and selectively changed the gamma frequency band for sham rats. *P < .05; **P < .01 compared to sham control baseline; ##P < .05 compared to NVHL rat baseline; φP < .05 compared THC-only treated rats to THC:CBD treated rats.

In the PrLC, baseline power was similar between NVHL and sham rats across all frequency bands (figure 2B). For NVHL rats, THC-only vapor exposure suppressed PrLC beta power while the Balanced THC:CBD vapor exposure did not have this effect (NVHL beta: F[2,14] = 8.9, P = .003). For all rats, both exposures reduced theta power, and delta power to a lesser degree (sham delta: F[2,14] = 5.6, P = .016, theta: F[2,14 = 32.3, P < .001; NVHL delta: F[2,14] = 3.3, P = .067, theta: F[2,14] = 20.6, P < .001), while THC-only vapor exposure reduced low-gamma power (sham low gamma: F[2,14] = 6.7, P = .009, high gamma: F[2,14] = 4.4, P = .032; NVHL low gamma: F[2,14] = 4.0, P = .042). Balanced THC:CBD vapor exposure did not have any effect.

In the HIP of NVHL rats, baseline deficits in low-gamma (P = .044) and high-gamma (P = .047) power were observed, compared to sham controls (figure 2C). These significant differences between sham and NVHL rats were no longer present after the Balanced THC:CBD exposure and the THC-only vapor exposure did not produce any differences from baseline for either NVHL or sham rats. Similarly, both exposures did not affect delta power in NHVL or sham rats. Both exposures, however, robustly suppressed theta power in all rats (sham theta: F[2,14] = 32.3, P < .001; NVHL theta: F[2,14] = 20.6, P < .001).

In the NAc, NVHL rats had baseline deficits in low-gamma power, compared to sham controls (P = .001, figure 2D). THC-only vapor exposure increased NAc delta power for all rats while the Balanced THC:CBD exposure enhanced delta power for sham rats only (sham delta: F[2,14] = 4.7, P = .027; NVHL delta: F[2,14] = 6.6, P = .010). Notably, THC-only vapor exposure reduced spectral power across all other frequencies in both NVHL and sham rats, while the Balanced THC:CBD exposure did not produce any significant change from baseline for NVHL rats across all frequencies, or for sham rats in the gamma frequency band; this exposure; however, reduced theta power in sham rats (sham theta: F[2,14] = 13.2, P = .001; low gamma: F[2,14] = 4.8, P = .026; high gamma: F[2,14] = 9.9, P = .002; NVHL theta: F[2,14] = 7.8, P = 0.005; beta: F[2,14] = 10.3, P = .002; low gamma: F[2,14] = 8.0, P = .005; high gamma: F[2,14] = 15.6, P = .001).

Assessing oscillatory coherence between target brain regions revealed that baseline differences exist between NVHL and sham rats and are modifiable by cannabinoid exposure (figure 3). Compared to sham rats, NVHL rats exhibited reduced high-gamma power between the HIP-Cg (P = .041, figure 3A). THC-only exposure reduced HIP-NAc high-gamma coherence in NVHL rats (P = .018, figure 3B). Both cannabis vapor exposures enhanced Cg-PrLC delta coherence in NVHL rats to levels above sham baseline coherence (THC: P = .005; THC:CBD: P = 0.039; figure 3C). Cannabis vapor exposure did not alter HIP-PrLC (figure 3D), NAc-Cg (figure 3E), or NAc-PrLC (figure 3F) coherence.

NVHL rats exhibit reduced baseline coherence within and between cortical and limbic regions, with variable impacts of cannabis vapor. A) Both vapor exposures enhanced HIP-Cg high-gamma coherence in the NVHL rats (N = 5 rats, 10 recordings per region) to levels that were no longer different from sham (N = 5 rats, 10 recordings per region) baseline coherence; B) THC-only vapor exposure reduced HIP-NAc high-gamma coherence in NVHL rats; C) Both types of cannabis-vapor exposures enhanced Cg-PrLC delta coherence in NVHL rats to levels above baseline coherence in sham rats; Cannabis vapor exposure did not alter D) HIP-PrLC, E) NAc-Cg, or F) NAc-PrLC coherence. *P < .05; **P < .01 compared to sham control baseline.
Fig. 3.

NVHL rats exhibit reduced baseline coherence within and between cortical and limbic regions, with variable impacts of cannabis vapor. A) Both vapor exposures enhanced HIP-Cg high-gamma coherence in the NVHL rats (N = 5 rats, 10 recordings per region) to levels that were no longer different from sham (N = 5 rats, 10 recordings per region) baseline coherence; B) THC-only vapor exposure reduced HIP-NAc high-gamma coherence in NVHL rats; C) Both types of cannabis-vapor exposures enhanced Cg-PrLC delta coherence in NVHL rats to levels above baseline coherence in sham rats; Cannabis vapor exposure did not alter D) HIP-PrLC, E) NAc-Cg, or F) NAc-PrLC coherence. *P < .05; **P < .01 compared to sham control baseline.

Cross-correlation analysis revealed baseline deficits in NVHL rats of phase coupling between HIP theta and gamma in the Cg, PrLC, or NAc that are sensitive to the effects of cannabis vapor exposure (figure 4). Comparing theta-gamma coupling strength between NVHL and sham rats revealed similar baseline values for all region-pair comparisons; however, compared to sham rats, NVHL rats exhibited a 20 ms delay in coupling of HIP theta to Cg, PrLC, and NAc high-gamma. This delay was not apparent in the PrLC and NAc region-pairs after both vapor exposures (figure 4B,C) but was observed in the Cg (figure 4A). For all rats, the THC-only vapor exposure also enhanced the HIP theta-gamma coupling strength between all regions. This effect was also observed to a lesser extent after the Balanced THC:CBD vapor exposure.

NVHL rats exhibit baseline deficits in phase coupling between HIP theta and Cg, PrLC, or NAc gamma, and cannabis vapor exposure selectively alters this delay. A–C) NVHL rats (N = 5 rats, 10 recordings per region) exhibited a 20 ms delay in coupling of HIP theta to high-gamma in the Cg, PrLC, and NAc; both vapor exposures reversed this delay in the B) PrLC and C) NAc, but not in the A) Cg; For all rats, the THC-only vapor exposure also enhanced the HIP theta–gamma coupling strength in all regions, an effect that was also observed to a lesser extent after Balanced THC:CBD vapor exposure; NVHL rats exhibited baseline theta–gamma coupling strength similar to sham rats (N = 5 rats, 10 recordings per region), for all pairwise comparisons. *P < .05; **P < .01 compared to sham control baseline. θ = theta frequency band; γ = gamma frequency band.
Fig. 4.

NVHL rats exhibit baseline deficits in phase coupling between HIP theta and Cg, PrLC, or NAc gamma, and cannabis vapor exposure selectively alters this delay. A–C) NVHL rats (N = 5 rats, 10 recordings per region) exhibited a 20 ms delay in coupling of HIP theta to high-gamma in the Cg, PrLC, and NAc; both vapor exposures reversed this delay in the B) PrLC and C) NAc, but not in the A) Cg; For all rats, the THC-only vapor exposure also enhanced the HIP theta–gamma coupling strength in all regions, an effect that was also observed to a lesser extent after Balanced THC:CBD vapor exposure; NVHL rats exhibited baseline theta–gamma coupling strength similar to sham rats (N = 5 rats, 10 recordings per region), for all pairwise comparisons. *P < .05; **P < .01 compared to sham control baseline. θ = theta frequency band; γ = gamma frequency band.

Discussion

This study assessed differences in baseline oscillatory activity between the NVHL rat model of schizophrenia and sham animals, as well as changes in oscillatory activity after exposure to THC-containing cannabis vapor with or without CBD. Our results (summarized in figure 5) demonstrate that NVHL rats have reduced baseline gamma power and coherence compared to sham-surgery controls, mirroring observations from clinical studies in patients with schizophrenia. Interestingly, baseline measures of delta, theta, and beta power from NVHL rats were not different from sham rats. This contradicts existing preclinical evidence of reduced theta (5–15 Hz) and beta (20–30 Hz) coherence in the HIP of NVHL rats, along with intact PFC coherence (which was corroborated in this study), as well as reduced theta (4–12 Hz) power in the PrLC and HIP of DISC1 knock-out mice or the enhanced theta and beta power in the parietal cortex of selectively bred Wistar rats that was reported above.30,32,52 Moreover, whole-brain EEG recordings of cortical oscillatory activity demonstrate that delta, theta, alpha, and beta power is enhanced in patients with schizophrenia compared to healthy controls, along with enhanced delta and alpha coherence between various brain regions.53–55 Given that alterations observed in NVHL rats are not due directly to the lesion but are instead a result of the neurodevelopmental insult during the neonatal period,34–36 it could be that the contradictory results are caused by different neurodevelopmental trajectories influenced by varying genetic and environmental factors. The discordance between the present study and existing preclinical studies may also be due to the use of different rodent strains to produce these models (Long Evans rats, C57BL/6J mice, and Wistar rats, respectively, in the papers cited above), while the variance between clinical and preclinical studies may be explained by the inherent differences in oscillatory activity that exist between rodents and humans.56 Head-to-head studies are required to completely characterize the strain- and species-related differences.

Graphical summary of power, coherence and phase coupling changes associated with NVHL lesions and cannabis vapor exposure. Cannabis vapor exposure produced constituent- and region-dependent disruptions in neural circuit oscillatory activity, often reducing theta, beta, and gamma power while enhancing delta power. Cannabis vapor exposure also enhanced coherence in cortical regions while reducing coherence and phase coupling between limbic regions. Cannabis vapor exposure further exacerbated baseline NAc, Cg, HIP gamma power deficits apparent in NVHL rats (N = 5 rats, 10 recordings per region), compared to sham controls (N = 5 rats, 10 recordings per region). PrLC = prelimbic cortex; NAc = nucleus accumbens; Cg = cingulate cortex; HIP = hippocampus. Δ = delta frequency band; θ = theta frequency band; β = beta frequency band; γ = gamma frequency band. Green = increase; red = decrease. Icons represent comparisons to sham baseline values and thus “N/A” is used for baseline sham findings. Figure was made using the brain schematics available from Swanson (2018).67
Fig. 5.

Graphical summary of power, coherence and phase coupling changes associated with NVHL lesions and cannabis vapor exposure. Cannabis vapor exposure produced constituent- and region-dependent disruptions in neural circuit oscillatory activity, often reducing theta, beta, and gamma power while enhancing delta power. Cannabis vapor exposure also enhanced coherence in cortical regions while reducing coherence and phase coupling between limbic regions. Cannabis vapor exposure further exacerbated baseline NAc, Cg, HIP gamma power deficits apparent in NVHL rats (N = 5 rats, 10 recordings per region), compared to sham controls (N = 5 rats, 10 recordings per region). PrLC = prelimbic cortex; NAc = nucleus accumbens; Cg = cingulate cortex; HIP = hippocampus. Δ = delta frequency band; θ = theta frequency band; β = beta frequency band; γ = gamma frequency band. Green = increase; red = decrease. Icons represent comparisons to sham baseline values and thus “N/A” is used for baseline sham findings. Figure was made using the brain schematics available from Swanson (2018).67

For all rats in this study, the THC-only vapor exposure suppressed spectral power in all brain regions and across all frequencies except delta, while the Balanced THC:CBD vapor exposure reduced theta power in all brain regions (except the NAc for NVHL rats), delta power in the PrLC, and beta power in the NAc (selectively in sham rats). THC modulates brain signals and behavior in otherwise healthy subjects, and in patients with schizophrenia. When administered intravenously (IV) to healthy subjects, THC (2.5 mg, 5 mg) produces transient states of psychosis57–59 that dose-dependently (at 0.03 mg/kg, but not 0.015 mg/kg, IV) correlate with reduced coherence of gamma frequency oscillations (30–100 Hz).60 When THC (1.25 mg; IV) is administered to patients with schizophrenia, it differentially alters cortical oscillations, reducing slow-wave spectral power (below 27 Hz) and enhancing gamma frequency power (above 27 Hz),61 while also transiently exacerbating the positive, negative, and cognitive symptoms of schizophrenia including learning, memory, and perceptual deficits (2.5 mg, 5 mg; IV THC).9,62 This is contrasted by evidence that synthetic THC (dronabinol; 5 mg to 20 mg/day) reduces psychotic symptoms in patients.63–65 To further characterize the changes in neural circuit activity correlated with cannabis use and the symptoms of schizophrenia, we previously assessed DMN functional connectivity in patients with co-occurring schizophrenia and cannabis use disorder, compared to healthy controls, using MRI scans taken before and after subjects smoked cannabis (3.6% THC) or ingested THC (15 mg).66 Before cannabis exposure, patients exhibited DMN hyperconnectivity compared to controls, and this hyperconnectivity was correlated with positive symptom severity; patients also exhibited reduced anticorrelation between the DMN and ECN. Cannabis exposure reduced hyperconnectivity and increased anticorrelation. Working memory performance was also assessed and found to be positively correlated with the magnitude of anticorrelation in controls and patients that were administered cannabis.68

In NVHL rats, gamma power remained largely unchanged by the Balanced THC:CBD vapor exposure, although this exposure enhanced Cg and NAc gamma power in NVHL rats toward sham baseline levels, and enhanced Cg delta power for all rats. Interestingly, the enhancing or neutral effects of the Balanced THC:CBD vapor exposure was most pronounced in NVHL rats, compared to sham rats, which did not display the baseline deficits observed in the NVHL rats. After both exposures, Cg-PrLC delta coherence was enhanced for NVHL rats, whereas the THC-only exposure exacerbated HIP-NAc coherence. The baseline 20 ms-delay deficit in phase coupling observed in NVHL rats was also no longer apparent after both exposures, for all regions but the Cg. Taken together, while the exposure to THC-containing cannabis vapor without CBD broadly suppressed oscillatory power similarly for all rats, NVHL rats may be differentially susceptible to shifts in oscillatory power and coherence induced by THC-containing cannabis vapor exposure when CBD is present in the plant matter.

These data support past observations that CBD opposes some of the effects of THC. Intracranial infusion of THC (100 ng) directly into the ventral HIP (vHIP) of anesthetized male Sprague Dawley rats enhances downstream VTA neuronal firing and bursting rates, as well as beta and gamma power. Rats that were infused with CBD (100 ng) or co-infused with THC + CBD (100 ng each) demonstrated no difference in oscillatory power when compared to vehicle-treated controls.24 Phosphorylated ERK was up-regulated after THC administration and down-regulated after THC + CBD administration, whereas CBD alone did not change phosphorylated ERK expression. That said, more research is needed to fully characterize the causal mechanisms underlying this oppositional effect and the relative contribution of each cannabinoid (as well as other potential components (e.g., terpenes) of the cannabis plant that could have differed between our two cannabis types). Some variance may also arise from the use of different administration routes,69 as we chose a protocol with greater translational relevance (i.e., vapor inhalation rather than IV injection),69 or the doses administered, as previous research using the PCP rat model of schizophrenia demonstrates through single-unit recordings in the VTA, before and after two doses of THC (0.1 mg/kg and 1 mg/kg, IP), that baseline deficits in the number of active VTA neurons in PCP rats are reversed only by exposure to the low dose. Both the low and high dose decreased the number of active neurons in control rats.70 PCP rats administered THC (1 mg/kg, IP) also demonstrate dysfunctional PrLC activity, evidenced by an absence of the THC-induced disinhibition of neuronal firing observed in controls rats.71

Our results corroborate existing clinical observations of oral CBD (600 mg) normalizing mediotemporal, mediotemporal-striatal, and prefrontal cortical activity, measured using functional MRI in patients with schizophrenia; importantly, this normalization of brain activity corresponded with improvements in self-reported symptom severity,72 extending the growing body of literature on the antipsychotic potential of CBD.73 Preclinical evidence also demonstrates that antipsychotic administration normalizes aberrant PFC delta (1–4 Hz) and theta (4–12 Hz) power and coherence of the methylazoxymethanol rat model of schizophrenia.74 Considering this, we plan to investigate the electrophysiological changes produced after exposure to a “CBD-only” cannabis flower vapor (i.e., exposure to cannabis flower vapor containing a moderate to high amount of CBD and near-zero amounts of THC) in future studies. We expect that the CBD-only exposure will not reduce oscillatory power and coherence in NVHL and sham rats, while it may in some instances enhance activity; particularly for NVHL rats.

Relevant to this study, the oppositional effects of CBD on THC-induced changes are evident in our target brain regions (recently reviewed by Gunasekera et al.75). CB1R activation in the PrLC of rats via administration of CP-55,940 (0.7 mg/kg, IP) and agonist WIN55,212-2 (1.2 mg/kg, IP) alters local excitatory and inhibitory signaling76 while administration of THC (0.3–10 mg/kg, IP) and CBD (15, 30, or 60 nmol, intracranial infusion; 1 and 3 mg/kg, IP) attenuates schizophrenia-like behaviors, including fear memory and anxiety-related behaviors.77,78 Although preclinical studies of cannabinoid activity in the Cg remains focused on analgesia and pain mechanisms, evidence exists showing CB1R activation in the Cg via local injection of agonist arachidonyl-2-chloroethylamide (ACEA) impairs decision-making in rats, reducing motivation for seeking large rewards, measured using a T-maze decision-making task.79 In clinical studies, MRI assessments of Cg volume in patients with schizophrenia using or abstaining from cannabis reveals patients using cannabis have reduced grey-matter volume, compared to patients not using cannabis and to healthy controls.80 Furthermore, postmortem analysis of brain samples from patients with schizophrenia reveal increased CB1R binding in the anterior Cg,81 although this is contested.82 Numerous preclinical and clinical investigations implicate the HIP in the effects of cannabis and of schizophrenia, with reproduced evidence that CP-55,940 administration (0.3 mg/kg, IP; 0.1 mg/kg, IV) in rats reduces HIP theta (4–10 Hz) and gamma (30–90 Hz) oscillatory power.38,83 Furthermore, NVHL rats demonstrate shifts in baseline oscillatory coherence in favor of slow-wave frequencies, with reports of enhanced HIP theta (10 Hz) and reduced gamma (50 Hz) phase-locking in the HIP,33 mirroring clinical observations cited above61; however, reduced HIP theta (5–15 Hz) power in NVHL rats is also reported.32 Finally, preclinical evidence exists demonstrating rats used to model schizophrenia have aberrant, high frequency (>100 Hz) oscillations in this region, and this is mediated by the endocannabinoid system (ECS).84,85 Additionally, ECS modulation via CB1R antagonism with rimonabant (0.3 mg/kg, IV) reduces stereotypical enhancements of NAc gamma power (30–70 Hz) in a rat model of amphetamine-induced psychosis.86

Additionally, the differential sensitivity of patients with schizophrenia to cannabinoid exposure may be due in part to the involvement of the endocannabinoid system (ECS) in the etiology of the disorder. Patients with schizophrenia have altered ECS functioning, evidenced by elevated levels of the endocannabinoid anandamide and postmortem CB1R expression in patients.87,88 Exposure to exogenous cannabinoids may shift the homeostatic norm in patients such that it acutely restores system function in some regions to levels associated with typical functioning, while concurrently exacerbating dysfunctions in other regions. Importantly, our results posit a question of whether advising patients to consume cannabis with balanced THC:CBD levels could be a viable harm reduction strategy.

This study is limited in that the slightly lower (yet overlapping) THC concentration in the Balanced THC:CBD strain, as compared to THC-only strain, may have contributed to some of the differences between the two strains. Since the cannabis products on the market only provide an approximate range for the concentrations of THC and CBD, matching THC concentrations between strains proved difficult; thus, the exposures were matched by the total amount of cannabis flower that was vaporized. Similarly, the other constituents in the selected cannabis strains were not matched and could have contributed to the differential effects of the strains,89 where the differences between the THC-only and Balanced THC:CBD exposures may be related to the presence of another phytocannabinoid or terpene, and not purely due to the higher CBD concentration in the Balanced flower. Additionally, our selection of a within-subject design means that rats were exposed to cannabis vapor twice and there could be residual effects of prior exposure.37 However, for this study we selected a two-week washout period, and we did not observe any significant differences between the baseline recordings and recordings captured before the vapor exposure two weeks later, thus confirming that the washout period duration was sufficient. Lastly, only male rats were used in this study. Although cannabis use in schizophrenia is primarily observed in male patients,90 previous studies have suggested that considerable sex differences exist in the oscillatory biomarkers associated with psychopathology,45 warranting the assessment of sex as a biological variable in the measures assessed here in future studies.

Another limitation of this present study is the lack of behavioral investigations to associate with our measures of altered corticolimbic oscillations. Given the crossover design in the present study, we wanted to limit the impact of potential behavioral testing on subsequent circuit function assessment, and therefore we decided to focus our attention on characterizing the oscillatory changes induced in NVHL rats by cannabis exposure, prior to assessing behavioral changes. Future investigations will be performed using the same protocol to detect any changes in schizophrenia-like behaviors after acute and chronic cannabis vapor exposure, as past investigations indicate that THC-induced reductions in oscillatory activity relate to deficits in sensorimotor gating and working memory.38,91 We will also aim to identify which electrophysiological features are related to behavioral deficits.46 Patients with schizophrenia exhibit dysfunctional PFC gamma band activity during high and low cognitive demands that correlate with psychotic symptoms.92 Similarly, reduced evoked theta (3–7 Hz), alpha (8–12 Hz), beta (12–30 Hz), and gamma (30–100 Hz) power is associated with deficits in working memory.93 Reductions in evoked beta (20–30 Hz) and gamma (30–50 Hz) power are also associated with P50 gating deficits, a hallmark feature in EEG traces from patients with schizophrenia that relates to symptomatic sensory processing deficits.94 Finally, impaired theta–gamma phase coupling is apparent in patients with schizophrenia, compared to healthy controls, and is associated with working memory impairments.95 Interestingly, theta–gamma phase coupling was improved in patients with schizophrenia that were using cannabis in addition to nicotine, compared to patients only using nicotine.96 To conclude, the results of this study reveal that cannabis has a varying impact on oscillatory activity and the administration route, dose, and relative composition of natural or synthetic cannabinoids may be partly responsible for the varying cannabis-related outcomes reported in patients with schizophrenia.

Acknowledgments

The authors graciously acknowledge the contributions of M. Asfandyaar Talhat, Bryana Hallam, and Chuyun (Judy) Chen for their assistance with the execution of experiments. This work was supported by Canadian Institutes of Health Research (CIHR) Project Grant award to J.Y.K. (PJT-436591) and a Natural Sciences and Engineering Research Council of Canada (NSERC) Discovery Grant to M.L.P. (401359).

References

1.

Volkow
ND
.
Substance use disorders in schizophrenia–clinical implications of comorbidity
.
Schizophr Bull.
2009
;
35
(
3
):
469
472
.

2.

oti
DJ
,
Kotov
R
,
Guey
LT
,
Bromet
EJ
.
Cannabis use and the course of schizophrenia: 10-year follow-up after first hospitalization
.
Am J Psychiatry.
2010
;
167
(
8
):
987
993
.

3.

Drake
RE
,
Brunette
MF
.
Complications of severe mental illness related to alcohol and drug use disorders
.
Recent Developments in Alcoholism: The Consequences of Alcoholism Medical Neuropsychiatric Economic Cross-Cultural.
Boston, MA
:
Springer US
;
1998
:
285
299
.

4.

Buadze
A
,
Stohler
R
,
Schulze
B
,
Schaub
M
,
Liebrenz
M
.
Do patients think cannabis causes schizophrenia? — A qualitative study on the causal beliefs of cannabis using patients with schizophrenia
.
Harm Reduct J.
2010
;
7
:
22
.

5.

Dekker
N
,
Linszen
DH
,
De Haan
L
.
Reasons for cannabis use and effects of cannabis use as reported by patients with psychotic disorders
.
Psychopathology.
2009
;
42
(
6
):
350
360
.

6.

Khantzian
EJ
.
The self-medication hypothesis of substance use disorders: a reconsideration and recent applications
.
Harv Rev Psychiatry.
1997
;
4
(
5
):
231
244
.

7

Wall
MB
,
Pope
R
,
Freeman
TP
, et al.
Dissociable effects of cannabis with and without cannabidiol on the human brain’s resting-state functional connectivity
.
J Psychopharmacol.
2019
;
33
(
7
):
822
830
.

8.

Spindle
TR
,
Cone
EJ
,
Schlienz
NJ
,
Mitchell
JM
,
Bigelow
GE
,
Flegel
R
,
Hayes
E
,
Vandrey
R
.
Acute effects of smoked and vaporized cannabis in healthy adults who infrequently use cannabis: a crossover trial
.
JAMA Netw Open
2018
;
1
(
7
):
e184841
.

9.

D’Souza
DC
,
Sewell
RA
,
Ranganathan
M
.
Cannabis and psychosis/schizophrenia: human studies
.
Eur Arch Psychiatry Clin Neurosci.
2009
;
259
(
7
):
413
431
.

10.

Amin
MR
,
Ali
DW
.
Pharmacology of medical cannabis
.
Adv Exp Med Biol.
2019
;
1162
:
151
165
.

11.

Gaoni
Y
,
Mechoulam
R
.
Isolation, structure, and partial synthesis of an active constituent of hashish
.
J Am Chem Soc.
1964
;
86
(
8
):
1646
1647
.

12.

Howlett
AC
,
Barth
F
,
Bonner
TI
, et al.
International Union of Pharmacology. XXVII. Classification of cannabinoid receptors
.
Pharmacol Rev.
2002
;
54
(
2
):
161
202
.

13.

Pertwee
RG
.
The central neuropharmacology of psychotropic cannabinoids
.
Pharmacol Ther.
1988
;
36
(
2-3
):
189
261
.

14.

Schier
AR
,
Ribeiro
NP
,
Silva
AC
,
Hallak
JE
,
Crippa
JA
,
Nardi
AE
,
Zuardi
AW
.
Cannabidiol, a Cannabis sativa constituent, as an anxiolytic drug
.
Braz J Psychiatry
2012
;
34
Suppl 1
:
S104
110
.

15.

De Gregorio
D
,
McLaughlin
RJ
,
Posa
L
, et al.
Cannabidiol modulates serotonergic transmission and reverses both allodynia and anxiety-like behavior in a model of neuropathic pain
.
Pain.
2019
;
160
(
1
):
136
150
.

16.

Thomas
A
,
Baillie
GL
,
Phillips
AM
,
Razdan
RK
,
Ross
RA
,
Pertwee
RG
.
Cannabidiol displays unexpectedly high potency as an antagonist of CB1 and CB2 receptor agonists in vitro
.
Br J Pharmacol.
2007
;
150
(
5
):
613
623
.

17.

Laprairie
RB
,
Bagher
AM
,
Kelly
ME
,
Denovan-Wright
EM
.
Cannabidiol is a negative allosteric modulator of the cannabinoid CB1 receptor
.
Br J Pharmacol.
2015
;
172
(
20
):
4790
4805
.

18.

Seeman
P
.
Cannabidiol is a partial agonist at dopamine D2High receptors, predicting its antipsychotic clinical dose
.
Transl Psychiatry.
2016
;
6
(
10
):
e920
.

19.

Russo
EB
,
Burnett
A
,
Hall
B
,
Parker
KK
.
Agonistic properties of cannabidiol at 5-HT1a receptors
.
Neurochem Res.
2005
;
30
(
8
):
1037
1043
.

20.

Galaj
E
,
Xi
ZX
.
Possible receptor mechanisms underlying cannabidiol effects on addictive-like behaviors in experimental animals
.
Int J Mol Sci
2020
;
22
(
1
):
134
.

21.

Rock
EM
,
Bolognini
D
,
Limebeer
CL
, et al.
Cannabidiol, a non-psychotropic component of cannabis, attenuates vomiting and nausea-like behaviour via indirect agonism of 5-HT(1A) somatodendritic autoreceptors in the dorsal raphe nucleus
.
Br. J. Pharmacol.
2012
;
165
(
8
):
2620
2634
.

22.

Morgan
CJA
,
Freeman
TP
,
Hindocha
C
,
Schafer
G
,
Gardner
C
,
Curran
HV
.
Individual and combined effects of acute delta-9-tetrahydrocannabinol and cannabidiol on psychotomimetic symptoms and memory function
.
Transl. Psychiatry
2018
;
8
(
1
):
181
.

23.

Rohleder
C
,
Pahlisch
F
,
Graf
R
,
Endepols
H
,
Leweke
FM
.
Different pharmaceutical preparations of Δ9-tetrahydrocannabinol differentially affect its behavioral effects in rats
.
Addict Biol.
2020
;
25
(
3
):
e12745
.

24.

Hudson
R
,
Renard
J
,
Norris
C
,
Rushlow
WJ
,
Laviolette
SR
.
Cannabidiol counteracts the psychotropic side-effects of δ-9-tetrahydrocannabinol in the ventral hippocampus through bidirectional control of ERK1-2 phosphorylation
.
J Neurosci.
2019
;
39
(
44
):
8762
8777
.

25.

Solowij
N
,
Broyd
SJ
,
Beale
C
, et al.
Therapeutic effects of prolonged cannabidiol treatment on psychological symptoms and cognitive function in regular cannabis users: a pragmatic open-label clinical trial
.
Cannabis Cannabinoid Res.
2018
;
3
(
1
):
21
34
.

26.

McGuire
P
,
Robson
P
,
Cubala
WJ
,
Vasile
D
,
Morrison
PD
,
Barron
R
,
Taylor
A
,
Wright
S
.
Cannabidiol (CBD) as an adjunctive therapy in schizophrenia: a multicenter randomized controlled trial
.
Am J Psychiatry
2018
;
175
(
3
):
225
231
.

27.

Osborne
AL
,
Solowij
N
,
Babic
I
,
Lum
JS
,
Huang
X-F
,
Newell
KA
,
Weston-Green
K
.
Cannabidiol improves behavioural and neurochemical deficits in adult female offspring of the maternal immune activation (poly I:C) model of neurodevelopmental disorders
.
Brain Behav Immun.
2019
;
81
:
574
587
.

28.

Kozela
E
,
Krawczyk
M
,
Kos
T
,
Juknat
A
,
Vogel
Z
,
Popik
P
.
Cannabidiol improves cognitive impairment and reverses cortical transcriptional changes induced by ketamine, in schizophrenia-like model in rats
.
Mol Neurobiol.
2019
;
57
(
3
):
1733
1747
.

29.

Jenkins
BW
,
Khokhar
JY
.
Cannabis use and mental illness: understanding circuit dysfunction through preclinical models
.
Front Psychiatry.
2021
;
12
:
597725
.

30.

Horvath
G
,
Petrovszki
Z
,
Kekesi
G
, et al.
Electrophysiological alterations in a complex rat model of schizophrenia
.
Behav Brain Res.
2016
;
307
:
65
72
.

31.

Gruber
AJ
,
Calhoon
GG
,
Shusterman
I
,
Schoenbaum
G
,
Roesch
MR
,
O’Donnell
P
.
More is less: a disinhibited prefrontal cortex impairs cognitive flexibility
.
J Neurosci.
2010
;
30
(
50
):
17102
17110
.

32.

Lee
H
,
Dvorak
D
,
Fenton
AA
.
Targeting neural synchrony deficits is sufficient to improve cognition in a schizophrenia-related neurodevelopmental model
.
Front Psychiatry.
2014
;
5
:
15
.

33.

Vohs
JL
,
Chambers
RA
,
O’Donnell
BF
,
Krishnan
GP
,
Morzorati
SL
.
Auditory steady state responses in a schizophrenia rat model probed by excitatory/inhibitory receptor manipulation
.
Int J Psychophysiol.
2012
;
86
(
2
):
136
142
.

34.

Lipska
B
.
Neonatal damage of the ventral hippocampus impairs working memory in the rat
.
Neuropsychopharmacology
2002
;
27
(
1
):
47
54
.

35.

Powell
KJ
,
Binder
TL
,
Hori
S
,
Nakabeppu
Y
,
Weinberger
DR
,
Lipska
BK
,
Robertson
GS
.
Neonatal ventral hippocampal lesions produce an elevation of ΔFosB-like protein(s) in the rodent neocortex
.
Neuropsychopharmacology
2006
;
31
(
4
):
700
711
.

36.

O’Donnell
P
.
Neonatal hippocampal damage alters electrophysiological properties of prefrontal cortical neurons in adult rats
.
Cerebral Cortex
2002
;
12
(
9
):
975
982
.

37.

Nelong
TF
,
Jenkins
BW
,
Perreault
ML
,
Khokhar
JY
.
Extended attenuation of corticostriatal power and coherence after acute exposure to vapourized Δ9-tetrahydrocannabinol in rats
.
Can J Addic
2019
;
10
(
3
):
60
66
.

38.

Skosnik
PD
,
Hajós
M
,
Cortes-Briones
JA
, et al.
Cannabinoid receptor-mediated disruption of sensory gating and neural oscillations: a translational study in rats and humans
.
Neuropharmacology.
2018
;
135
:
412
423
.

39.

Brady
AM
.
The Neonatal Ventral Hippocampal Lesion (NVHL) Rodent Model of Schizophrenia
.
Curr Protoc Neurosci
2016
;
77
(
1
):
9 55 51
59 55 17
.

40.

Khokhar
JY
,
Todd
TP
.
Behavioral predictors of alcohol drinking in a neurodevelopmental rat model of schizophrenia and co-occurring alcohol use disorder
.
Schizophr Res.
2018
;
194
:
91
97
.

41.

Ng
E
,
McGirr
A
,
Wong
AH
,
Roder
JC
.
Using rodents to model schizophrenia and substance use comorbidity
.
Neurosci Biobehav Rev.
2013
;
37
(
5
):
896
910
.

42

Gallo
A
,
Bouchard
C
,
Rompré
PP
.
Animals with a schizophrenia-like phenotype are differentially sensitive to the motivational effects of cannabinoid agonists in conditioned place preference
.
Behav Brain Res.
2014
;
268
:
202
212
.

43.

Gallo
A
,
Bouchard
C
,
Fortier
E
,
Ducrot
C
,
Rompré
PP
.
Cannabinoids reward sensitivity in a neurodevelopmental animal model of schizophrenia: a brain stimulation reward study
.
Eur Neuropsychopharmacol.
2014
;
24
(
9
):
1534
1545
.

44.

Tseng
KY
,
Chambers
RA
,
Lipska
BK
.
The neonatal ventral hippocampal lesion as a heuristic neurodevelopmental model of schizophrenia
.
Behav Brain Res.
2009
;
204
(
2
):
295
305
.

45.

Thériault
RK
,
Manduca
JD
,
Perreault
ML
.
Sex differences in innate and adaptive neural oscillatory patterns link resilience and susceptibility to chronic stress in rats
.
J Psychiatry Neurosci.
2021
;
46
(
2
):
E258
E270
.

46.

Dwiel
LL
,
Khokhar
JY
,
Connerney
MA
,
Green
AI
,
Doucette
WT
.
Finding the balance between model complexity and performance: Using ventral striatal oscillations to classify feeding behavior in rats
.
PLoS Comput Biol.
2019
;
15
(
4
):
e1006838
.

47.

Doucette
WT
,
Dwiel
L
,
Boyce
JE
,
Simon
AA
,
Khokhar
JY
,
Green
AI
.
Machine learning based classification of deep brain stimulation outcomes in a rat model of binge eating using ventral striatal oscillations
.
Front Psychiatry.
2018
;
9
:
336
.

48.

Manwell
LA
,
Charchoglyan
A
,
Brewer
D
,
Matthews
BA
,
Heipel
H
,
Mallet
PE
.
A vapourized Delta(9)-tetrahydrocannabinol (Delta(9)-THC) delivery system part I: development and validation of a pulmonary cannabinoid route of exposure for experimental pharmacology studies in rodents
.
J Pharmacol Toxicol Methods
2014
;
70
(
1
):
120
127
.

49.

Manwell
LA
,
Ford
B
,
Matthews
BA
,
Heipel
H
,
Mallet
PE
.
A vapourized Delta(9)-tetrahydrocannabinol (Delta(9)-THC) delivery system part II: comparison of behavioural effects of pulmonary versus parenteral cannabinoid exposure in rodents
.
J Pharmacol Toxicol Methods
2014
;
70
(
1
):
112
119
.

50.

Frie
JA
,
Underhill
J
,
Zhao
B
,
de Guglielmo
G
,
Tyndale
RF
,
Khokhar
JY
.
OpenVape: an Open-Source E-Cigarette Vapour Exposure Device for Rodents
.
eNeuro
2020
;
7
(
5
):ENEURO.0279-20.2020.

51.

Paxinos
G
,
Watson
C
.
The Rat Brain in Stereotaxic Coordinates
. 6th ed.
San Diego, CA
:
Academic Press
;
2007
.

52.

Sigurdsson
T
,
Stark
KL
,
Karayiorgou
M
,
Gogos
JA
,
Gordon
JA
.
Impaired hippocampal-prefrontal synchrony in a genetic mouse model of schizophrenia
.
Nature.
2010
;
464
(
7289
):
763
767
.

53.

Hong
LE
,
Summerfelt
A
,
Mitchell
BD
,
O’Donnell
P
,
Thaker
GK
.
A shared low-frequency oscillatory rhythm abnormality in resting and sensory gating in schizophrenia
.
Clin Neurophysiol.
2012
;
123
(
2
):
285
292
.

54.

Kam
JW
,
Bolbecker
AR
,
O’Donnell
BF
,
Hetrick
WP
,
Brenner
CA
.
Resting state EEG power and coherence abnormalities in bipolar disorder and schizophrenia
.
J Psychiatr Res.
2013
;
47
(
12
):
1893
1901
.

55.

Narayanan
B
,
O’Neil
K
,
Berwise
C
, et al.
Resting state electroencephalogram oscillatory abnormalities in schizophrenia and psychotic bipolar patients and their relatives from the bipolar and schizophrenia network on intermediate phenotypes study
.
Biol Psychiatry.
2014
;
76
(
6
):
456
465
.

56.

Jacobs
J
.
Hippocampal theta oscillations are slower in humans than in rodents: implications for models of spatial navigation and memory
.
Philos Trans R Soc Lond B Biol Sci.
2014
;
369
(
1635
):
20130304
.

57.

D’Souza
DC
,
Perry
E
,
MacDougall
L
, et al.
The psychotomimetic effects of intravenous delta-9-tetrahydrocannabinol in healthy individuals: implications for psychosis
.
Neuropsychopharmacology.
2004
;
29
(
8
):
1558
1572
.

58.

Morrison
PD
,
Zois
V
,
McKeown
DA
,
Lee
TD
,
Holt
DW
,
Powell
JF
,
Kapur
S
,
Murray
RM
.
The acute effects of synthetic intravenous Delta9-tetrahydrocannabinol on psychosis, mood and cognitive functioning
.
Psychol Med
2009
;
39
(
10
):
1607
1616
.

59.

Murray
RM
,
Englund
A
,
Abi-Dargham
A
, et al.
Cannabis-associated psychosis: Neural substrate and clinical impact
.
Neuropharmacology.
2017
;
124
:
89
104
.

60.

Cortes-Briones
J
,
Skosnik
PD
,
Mathalon
D
, et al.
Delta9-THC disrupts gamma (gamma)-band neural oscillations in humans
.
Neuropsychopharmacology
2015
;
40
(
9
):
2124
2134
.

61.

Nottage
JF
,
Stone
J
,
Murray
RM
,
Sumich
A
,
Bramon-Bosch
E
,
Ffytche
D
,
Morrison
PD
.
Delta-9-tetrahydrocannabinol, neural oscillations above 20 Hz and induced acute psychosis
.
Psychopharmacology (Berl)
2015
;
232
(
3
):
519
528
.

62.

D’Souza
DC
,
Abi-Saab
WM
,
Madonick
S
, et al.
Delta-9-tetrahydrocannabinol effects in schizophrenia: implications for cognition, psychosis, and addiction
.
Biol Psychiatry.
2005
;
57
(
6
):
594
608
.

63.

Potvin
S
,
Joyal
CC
,
Pelletier
J
,
Stip
E
.
Contradictory cognitive capacities among substance-abusing patients with schizophrenia: a meta-analysis
.
Schizophr Res.
2008
;
100
(
1–3
):
242
251
.

64.

Schwarcz
G
,
Karajgi
B
,
McCarthy
R
.
Synthetic delta-9-tetrahydrocannabinol (dronabinol) can improve the symptoms of schizophrenia
.
J Clin Psychopharmacol.
2009
;
29
(
3
):
255
258
.

65.

Crippa
JAS
,
Zuardi
AW
,
Hallak
JEC
.
Uso terapêutico dos canabinoides em psiquiatria
.
Revista Brasileira de Psiquiatria
2010
;
32
(
suppl 1
):
556
566
.

66.

Whitfield-Gabrieli
S
,
Fischer
AS
,
Henricks
AM
,
Khokhar
JY
,
Roth
RM
,
Brunette
MF
,
Green
AI
.
Understanding marijuana’s effects on functional connectivity of the default mode network in patients with schizophrenia and co-occurring cannabis use disorder: A pilot investigation
.
Schizophr Res.
2018
;
194
:
70
77
.

67.

Swanson
LW
.
Brain maps 4.0-Structure of the rat brain: an open access atlas with global nervous system nomenclature ontology and flatmaps
.
J Comp Neurol
2018
;
526
(
6
),
935
943
. doi:10.1002/cne.24381.

68.

Xu
C
,
Chang
T
,
Du
Y
,
Yu
C
,
Tan
X
,
Li
X
.
Pharmacokinetics of oral and intravenous cannabidiol and its antidepressant-like effects in chronic mild stress mouse model
.
Environ Toxicol Pharmacol.
2019
;
70
:
103202
.

69.

Moore
CF
,
Stiltner
JW
,
Davis
CM
,
Weerts
EM
.
Translational models of cannabinoid vapor exposure in laboratory animals
.
Behav Pharmacol
2020
.

70.

Seillier
A
,
Martinez
AA
,
Giuffrida
A
.
Differential effects of Δ9-tetrahydrocannabinol dosing on correlates of schizophrenia in the sub-chronic PCP rat model
.
PLOS One.
2020
;
15
(
3
):
e0230238
.

71.

Aguilar
DD
,
Giuffrida
A
,
Lodge
DJ
.
THC and endocannabinoids differentially regulate neuronal activity in the prefrontal cortex and hippocampus in the subchronic PCP model of schizophrenia
.
J Psychopharmacol.
2016
;
30
(
2
):
169
181
.

72.

O’Neill
A
,
Wilson
R
,
Blest-Hopley
G
,
Annibale
L
,
Colizzi
M
,
Brammer
M
,
Giampietro
V
,
Bhattacharyya
S
.
Normalization of mediotemporal and prefrontal activity, and mediotemporal-striatal connectivity, may underlie antipsychotic effects of cannabidiol in psychosis
.
Psychol Med.
2020
:
1
11
.

73.

Seillier
A
.
The endocannabinoid system as a therapeutic target for schizophrenia: Failures and potentials
.
Neurosci Lett.
2021
;
759
:
136064
.

74.

Foute Nelong
T
,
Manduca
JD
,
Zonneveld
PM
,
Perreault
ML
.
Asenapine maleate normalizes low frequency oscillatory deficits in a neurodevelopmental model of schizophrenia
.
Neurosci Lett.
2019
;
711
:
134404
.

75.

Gunasekera
B
,
Davies
C
,
Martin-Santos
R
,
Bhattacharyya
S
.
The Yin and Yang of Cannabis: a systematic review of human neuroimaging evidence of the differential effects of Δ9-tetrahydrocannabinol and cannabidiol
.
Biol. Psychiatry: Cognit. Neurosci. Neuroimaging
2020
;
6
(
6
):
636
645
.

76.

den Boon
FS
,
Werkman
TR
,
Schaafsma-Zhao
Q
,
Houthuijs
K
,
Vitalis
T
,
Kruse
CG
,
Wadman
WJ
,
Chameau
P
.
Activation of type-1 cannabinoid receptor shifts the balance between excitation and inhibition towards excitation in layer II/III pyramidal neurons of the rat prelimbic cortex
.
Pflugers Arch
2015
;
467
(
7
):
1551
1564
.

77.

Fogaça
MV
,
Reis
FM
,
Campos
AC
,
Guimarães
FS
.
Effects of intra-prelimbic prefrontal cortex injection of cannabidiol on anxiety-like behavior: involvement of 5HT1A receptors and previous stressful experience
.
Eur Neuropsychopharmacol.
2014
;
24
(
3
):
410
419
.

78.

Stern
CAJ
,
Gazarini
L
,
Vanvossen
AC
,
Zuardi
AW
,
Galve-Roperh
I
,
Guimaraes
FS
,
Takahashi
RN
,
Bertoglio
LJ
.
Δ9-Tetrahydrocannabinol alone and combined with cannabidiol mitigate fear memory through reconsolidation disruption
.
Eur Neuropsychopharmacol.
2015
;
25
(
6
):
958
965
.

79.

Khani
A
,
Kermani
M
,
Hesam
S
,
Haghparast
A
,
Argandoña
EG
,
Rainer
G
.
Activation of cannabinoid system in anterior cingulate cortex and orbitofrontal cortex modulates cost-benefit decision making
.
Psychopharmacology
2015
;
232
(
12
):
2097
2112
.

80.

Szeszko
PR
,
Robinson
DG
,
Sevy
S
, et al.
Anterior cingulate grey-matter deficits and cannabis use in first-episode schizophrenia
.
Br J Psychiatry.
2007
;
190
:
230
236
.

81.

Zavitsanou
K
,
Garrick
T
,
Huang
XF
.
Selective antagonist [3H]SR141716A binding to cannabinoid CB1 receptors is increased in the anterior cingulate cortex in schizophrenia
.
Prog Neuropsychopharmacol Biol Psychiatry.
2004
;
28
(
2
):
355
360
.

82.

Koethe
D
,
Llenos
IC
,
Dulay
JR
,
Hoyer
C
,
Torrey
EF
,
Leweke
FM
,
Weis
S
.
Expression of CB1 cannabinoid receptor in the anterior cingulate cortex in schizophrenia, bipolar disorder, and major depression
.
J Neural Transm (Vienna)
2007
;
114
(
8
):
1055
1063
.

83.

Hajós
M
,
Hoffmann
WE
,
Kocsis
B
.
Activation of cannabinoid-1 receptors disrupts sensory gating and neuronal oscillation: relevance to schizophrenia
.
Biol Psychiatry.
2008
;
63
(
11
):
1075
1083
.

84.

Hunt
MJ
,
Falinska
M
,
Kasicki
S
.
Local injection of MK801 modifies oscillatory activity in the nucleus accumbens in awake rats
.
J Psychopharmacol.
2010
;
24
(
6
):
931
941
.

85.

Goda
SA
,
Olszewski
M
,
Piasecka
J
,
Rejniak
K
,
Whittington
MA
,
Kasicki
S
,
Hunt
MJ
.
Aberrant high frequency oscillations recorded in the rat nucleus accumbens in the methylazoxymethanol acetate neurodevelopmental model of schizophrenia
.
Prog Neuropsychopharmacol Biol Psychiatry
2015
;
61
:
44
51
.

86.

Morra
JT
,
Glick
SD
,
Cheer
JF
.
Cannabinoid receptors mediate methamphetamine induction of high frequency gamma oscillations in the nucleus accumbens
.
Neuropharmacology.
2012
;
63
(
4
):
565
574
.

87.

Leweke
FM
,
Mueller
JK
,
Lange
B
,
Fritze
S
,
Topor
CE
,
Koethe
D
,
Rohleder
C
.
Role of the endocannabinoid system in the pathophysiology of schizophrenia: implications for pharmacological intervention
.
CNS Drugs
2018
;
32
(7):
605
619
.

88.

Navarrete
F
,
Garcia-Gutierrez
MS
,
Jurado-Barba
R
,
Rubio
G
,
Gasparyan
A
,
Austrich-Olivares
A
,
Manzanares
J
.
Endocannabinoid system components as potential biomarkers in psychiatry
.
Front Psychiatry
2020
;
11
:
315
.

89.

Cabral
GA
,
Rogers
TJ
,
Lichtman
AH
.
Turning over a new leaf: cannabinoid and endocannabinoid modulation of immune function
.
J Neuroimmune Pharmacol.
2015
;
10
(
2
):
193
203
.

90.

Lindamer
LA
,
Bailey
A
,
Hawthorne
W
,
Folsom
DP
,
Gilmer
TP
,
Garcia
P
,
Hough
RL
,
Jeste
DV
.
Gender differences in characteristics and service use of public mental health patients with schizophrenia
.
Psychiatr Serv
2003
;
54
(
10
):
1407
1409
.

91.

O’Shea
M
,
McGregor
IS
,
Mallet
PE
.
Repeated cannabinoid exposure during perinatal, adolescent or early adult ages produces similar longlasting deficits in object recognition and reduced social interaction in rats
.
J Psychopharmacol.
2006
;
20
(
5
):
611
621
.

92.

Cho
RY
,
Konecky
RO
,
Carter
CS
.
Impairments in frontal cortical gamma synchrony and cognitive control in schizophrenia
.
Proc Natl Acad Sci U S A.
2006
;
103
(
52
):
19878
19883
.

93.

Haenschel
C
,
Bittner
RA
,
Waltz
J
,
Haertling
F
,
Wibral
M
,
Singer
W
,
Linden
DE
,
Rodriguez
E
.
Cortical oscillatory activity is critical for working memory as revealed by deficits in early-onset schizophrenia
.
J Neurosci
2009
;
29
(
30
):
9481
9489
.

94.

Nguyen
AT
,
Hetrick
WP
,
O’Donnell
BF
,
Brenner
CA
.
Abnormal beta and gamma frequency neural oscillations mediate auditory sensory gating deficit in schizophrenia
.
J Psychiatr Res.
2020
;
124
:
13
21
.

95.

Barr
MS
,
Rajji
TK
,
Zomorrodi
R
,
Radhu
N
,
George
TP
,
Blumberger
DM
,
Daskalakis
ZJ
.
Impaired theta-gamma coupling during working memory performance in schizophrenia
.
Schizophr Res.
2017
;
189
:
104
110
.

96.

Barr
M
,
Zomorrodi
R
,
Goodman
M
, et al.
Differential effects of cannabis versus tobacco on theta-gamma coupling in schizophrenia
.
Biol Psychiatry
2017
;
81
(
10
):
S274
S275
.

Author notes

These authors contributed equally to this work.

This is an Open Access article distributed under the terms of the Creative Commons Attribution-NonCommercial License (https://creativecommons.org/licenses/by-nc/4.0/), which permits non-commercial re-use, distribution, and reproduction in any medium, provided the original work is properly cited. For commercial re-use, please contact [email protected]