Are cannabis-using and non-using patients different groups? Towards understanding the neurobiology of cannabis use in psychotic disorders
Abstract
Introduction
I. Epidemiological understandings to date relating to psychotic disorder
Cannabis and psychosis risk
Cannabis use and psychotic relapse
Are cannabis-using and non-using patients different groups?
| Patients with early psychosis | |||
|---|---|---|---|
| n | Cannabis users | Non-cannabis users | |
| Illness age of onset (Large et al., 2011) | 22519 | ↓ | ↑ |
| Risk of relapse (Schoeler et al., 2016a) | 16500 | ↑ | ↓ |
| Duration hospital stay (Schoeler et al., 2016a) | 16500 | ↑ | ↓ |
| Hospital admissions (Manrique-Garcia et al., 2014; Patel et al., 2016) | 357 over 35 years; 2026 over 5 years | ↑ | ↓ |
| Medication used (Patel et al., 2016) | 2026 | ↑ | ↓ |
| Neurological soft signs (Bersani et al., 2002; Mallet et al., 2017; Mhalla et al., 2017; Ruiz-Veguilla et al., 2009); | 264 | ↓ | ↑ |
| Memory performance (Schoeler et al., 2015) | 3261 | ↑ | ↓ |
Neurological soft signs
Neurocognition
II. Unravelling neurobiological underpinnings between groups
Method
Results
| Study | Method | Measure | Population | Cannabis use definition | N | Findings | Limitations | Confounders considered: | ||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| P-C | P-NC | HC-C | HC-NC | ETOH | Other drug | AP | Tob | |||||||
| (a) MRI Studies in high-risk states | ||||||||||||||
| Welch et al. (2011a) | MRI - 2 years longitudinal | Thalamus & mediotemporal volumes | High genetic risk of schizophrenia | Cannabis use during intervening 2 years between scans | 25 | 32 | Bilateral thalamic volume loss P-C vs. P-NC. Amygdala-Hippocampal volume change non-significant | No HC comparator group. Unclear how many progressed to psychotic disorder | Y | Y | N/A | Y | ||
| Welch et al. (2011b) | MRI (cross-sectional) | Volumetric analysis of ventricles, prefrontal lobe, amygdala-hippocampal complex and thalamic nuclei | High genetic risk of schizophrenia | P-C: Regular use; P-NC: Use of ≤3 occasions/lifetime | 73 | 69 | 15 | 20 | Cannabis use correlated with increased ventricular size (particularly 3rd ventricle) in risk group. This relationship does not hold in control group | OR of progression to psychotic disorder 3.18, P-C vs. P-NC. Unclear whether this correlates with imaging findings | Y | Y | N/A | Y |
| Habets et al. (2011) | Discussed below (see (a)(ii)) | |||||||||||||
| Stone et al. (2012) | MRI (cross-sectional) | Regional grey matter (GM) | At-risk mental state (ARMS) | Ever use. Analysis undertaken by cannabis intake (occasions per year) | 19 | 8 | 14 | 13 | Heavier cannabis use associated with reduced GM volume in prefrontal cortex. No distinct effects in ARMs vs. HCs | Small study. Does not establish functional correlate of GM loss | Y | Y | Y | Y |
| Welch et al. (2013) | MRI tensor-based morphometry, 2 years longitudinal | Regional grey matter (GM) | High genetic risk of schizophrenia | Cannabis use during intervening 2 years between scans | 23 | 32 | Reduction in right anterior hippocampus and left superior frontal gyrus P-C vs. P-NC | No HC comparator group. Unclear how many progressed to psychotic disorder | Y | Y | N/A | Y | ||
| Rapp et al. (2013) | Discussed below (see (a)(ii)) | |||||||||||||
| Buchy et al. (2015) | Resting state fMRI functional connectivity (cross-sectional) | Thalamic functional connectivity | Clinical high-risk (NAPLS-2 cohort) | Rated by severity of use, frequency of use, age of first use and whether early or late onset (cut off age 15) | 50 | 112 | 92 | 13 | Significant correlation between age of onset of cannabis use in CHR and thalamic hyper-connectivity with sensory motor cortex (significant on left, trend level on right) | Unclear how many progress to psychotic disorder | Y | N | N | Y |
| Buchy et al. (2016) | MRI (cross-sectional) | Hippocampus, amygdala, thalamus volumes | Clinical high-risk (NAPLS-2 cohort) | Use in the last month | 132 | 387 | 204 | No difference P-C vs. P-NC after adjustment for tobacco and alcohol | No metric for lifetime/cumulative exposure. No HC-C group | Y | N | Y | Y | |
| (b) Structural MRI studies in patients (within 5 years of first episode) | ||||||||||||||
| Cahn et al. (2004) | MRI (cross-sectional) | Regional brain volumes | Recent-onset schizophrenia, schizoaffective, schizophreniform | DSM IV cannabis abuse/dependence | 27 | 20 | No difference total brain volume, caudate, cerebellar volume. Decreased left/right asymmetry P-C vs. P-NC | P-C significantly younger than P-NC (21.13 years vs. 27.61) | N | Y | Y | N | ||
| Szeszko et al. (2007) | MRI (cross-sectional) | Prefrontal brain volumes | Recent-onset schizophrenia, schizoaffective, schizophreniform | DSM IV cannabis abuse/dependence | 20 | 31 | 56 | P-C significantly decreased anterior cingulate grey matter vs. P-NC | Manual outlining of frontal brain regions | Y | Y | Y | N | |
| Wobruck et al. (2009) | MRI (cross-sectional) | Volumetric measure of superior temporal gyrus, amygdala-hippocampal complex, cingulum | Recent-onset schizophrenia, schizoaffective disorder recently admitted to hospital | Lifetime abuse | 20 | 21 | P-C vs. P-NC: no effect on brain morphology between groups | P-C all used cannabis, also reported: stimulants (35%), opiates (10%), cocaine (40%), hallucinogens (5%), alcohol (10%) | N | N | Y | N | ||
| Bangalore et al. (2008) | MRI (cross-sectional) | Dorsolateral prefrontal cortex, hippocampus, posterior cingulate, cerebellum, intracranial volume | Schizophrenia, schizoaffective, schizophreniform | Lifetime use vs. never use | 15 | 24 | 42 | Right posterior cingulate showed trend for reduced GM volume P-C vs. P-NC. No difference for DLPFC, cerebellum, hippocampus, whole brain volume | 8/15 (53%) P-C group had poly-substance use | N | Y | Y | N | |
| Peters et al. (2009) | MRI – Diffusion tensor imaging (cross-sectional) | Fractional anisotropy (FA) & markers of white matter integrity | Recent-onset schizophrenia/schizoaffective/schizophreniform | P-C: Cannabis use < age of 17; P-NC No cannabis use < 17 | 24 | 11 | 21 | FA higher in patients using before 17 than controls in anterior capsule, fasciculus uncinatus, frontal white matter | Small numbers. Requires further replication and correlation with function | Y | Y | Y | N | |
| Dekker et al. (2010) | MRI: High resolution structural and diffusion tensor imaging (cross-sectional) | WM density, fractional anisotropy | DSM IV schizophrenia, male | At least weekly for 6 months of life. Early-Onset Cannabis use ≤15; Late Onset Cannabis Use≥17 | 18 | 8 | 10 | Reduced FA and WM density in left posterior corpus collosum, right occipital lobe, left temporal lobe, for P-NC compared with early-onset users | Small groups size – 8 early-onset users and 10 late-onset users | N | N | Y | N | |
| James et al. (2011) | MRI: voxel-based morphometry and diffusion tensor imaging (cross-sectional) | Regional brain volumes and fractional anisotropy. Neurocognitive IQ (measured by WASI) | Adolescents with DSM IV schizophrenia | More than 3 days/week for 6 months. All participants last use ≥28 days prior | 16 | 16 | 28 | P-C vs. P-NC widespread grey matter loss in mediotemporal, insular, cerebellum, occipital and ventral striatum areas. Decreased FA in brainstem, internal capsule, corona radiata, superior and inferior longitudinal fasciculus | Age of onset younger in P-NC vs. P-C - may represent atypicality of adolescent schizophrenia | N | Y | Y | N | |
| Cohen et al. (2012) | MRI (cross-sectional) | Cerebellar grey and white matter volumes | First-episode schizophrenia | Juvenile cannabis use. Average age of first use (PC-C) 15.1, (HC-C) 15.5; lifetime doses (PC-C) 22700, (HC-C) 17900 | 6 | 13 | 17 | 19 | Dose-related decreased GM in cerebellum for HC-C vs. HC-NC. Decreased GM changes in P vs. HC. No interaction of cannabis use with diagnosis on GM cerebellar changes | Small P-C group | N | Y | N | N |
| Kumra et al. (2012) | MRI (cross-sectional) | Volumes: frontal, temporal, parietal, subcortical, cortical thickness, surface area, cognitive measures | Early-onset schizophrenia | Lifetime cannabis abuse/dependence. Excluded positive urine test | 13 | 35 | 16 | 51 | PC-NC vs. HC-NC and HC-C vs. HC-NC decreased left superior parietal cortex, relative sparing in PC-C. PC-C vs. PC-NS: GM left thalamus volume reduced | Excluded current users | N | N | Y | N |
| Schnell et al. (2012) | MRI (cross-sectional) | Regional brain volumes & neurocognitive testing | DSM IV schizophrenia | Lifetime cannabis abuse/dependence | 30 | 24 | P-C vs. P-NC higher GM density in left middle frontal gyrus. Significantly correlated with Continuous Performance Task (indexes working memory and attention, r=0.681) | Needs further replication | Y | Y | Y | Y | ||
| Cunha et al. (2013) | MRI (cross-sectional) | Grey matter and lateral ventricle volumes & neurocognition (WMAT, COWAT, digit span) | First-episode psychosis | Lifetime history of at least 3 times per month for 1 year | 28 | 78 | 80 | P-NC vs. HC-NC decreased grey matter but in P-C vs. P-NC less grey matter loss in left middle frontal gyrus, left hippocampus, left parahippocampal gyrus. P-C vs. P-NC fewer attentional and executive deficits | P-C younger and more time in full time education than P-NC | Y | Y | Y | N | |
| Haller et al. (2013) | MRI: voxel-based morphometry and diffusion tensor imaging & neurocognitive testing (TAP, WMS-R) (cross-sectional) | Grey matter volume & tract-based spatial statistics & fractional anisotropy | First-episode psychosis | 1. Heavy Use: near daily use for at least 1 year prior to presentation; 2. Light Use>lifetime use 10 times, less than heavy use; 3. Considered as non-user if used up to 10 times | 33 | 17 | No difference between P-C and P-NC on voxel-based morphometry or DTI analysis or neurocognitive measures. No difference between heavy vs. light use | Small size ?underpowered | N | Y | Y | N | ||
| Rapp et al. (2013) | MRI (cross-sectional) | Grey matter volumes in cingulate cortex | At-risk mental state and first-episode psychosis | Current cannabis use | Pts:8 ARMS:14 | Pts:15 ARMS:22 | Negative effect of cannabis use on posterior cingulate cortex and left anterior cingulate for both FEP and ARMS | Small sample size. Manual segmentation – high interrater reliability | Y | N | Y | N | ||
| Malchow et al. (2013) | MRI & MRS (cross-sectional) | Volumetric analysis: hippocampus, amygdala, caudate, putamen, thalamus, corpus callosum; MRS metabolites (N-acetyl-aspartate) indexes neuronal integrity | First-episode schizophrenia | Cannabis abuse | 29 | 20 | 30 | Psychosis patients volume loss left hippocampus and amygdala vs. controls. P-C vs. P-NC larger mid-sagittal area of corpus callosum. P-C had higher left putamen N-acetyl aspartate/choline | No functional correlate. Limited information on cannabis use | N | N | N | N | |
| Epstein and Kumra (2015) | MRI Longitudinal - 18 month follow-up | Cortical thinning & neurocognitive (D-KEFS Tower Test) | Early-onset schizophrenia/schizoaffective/schizophreniform | Lifetime cannabis abuse/dependence at baseline | 11 | 17 | 17 | 34 | No significant main effect for psychosis, but main effect for cannabis use disorder – widespread cortical thinning. No significant effect for cannabis use disorder × psychosis interaction | Small P-C group. Needs replication in a larger cohort | Y | N | N | Y |
| Koenders et al. (2015) | MRI (cross-sectional) | Surface-based analysis of a priori brain regions | DSM IV psychotic disorders (male patients only) | DSM IV cannabis abuse/dependence | 80 | 33 | 84 | P-C vs. P-NC: increased putamen enlargement in P-C. Patients vs. controls: smaller volumes amygdala, putamen, insula, parahippocampus, fusiform gyrus | Did not correct for smoking or medication | Y | Y | Y | Y | |
| (c) Structural MRI Studies in Patients (after 5 years of first episode) | ||||||||||||||
| Rais et al. (2008) | MRI – 5 years longitudinal | Ventricle size and total grey matter (GM) volume change | Recent-onset schizophrenia | Ever cannabis use during scan interval (5 years) | 19 | 32 | 31 | Larger ventricular size and reduced GM in direction: P-C>P-NC>HC. P-C vs. P-NC less pronounced symptomatic improvement | No HC-C group to disentangle psychosis × cannabis interaction | Y | Y | Y | N | |
| Rais et al. (2010) | MRI – 5 years longitudinal | Cortical thickness | Recent-onset schizophrenia | Ever cannabis use during scan interval (5 years) | 19 | 32 | 31 | P-C vs. P-NC no baseline difference. Over 5 years increased cortical thinning in DLPFC, ACC and left occipital lobe | Does not establish functional correlate of cortical thinning | Y | Y | Y | N | |
| Habets et al. (2011) | MRI (cross-sectional) | Cortical thickness | DSM IV psychotic disorders, siblings; controls | 1 Subjects who have never used cannabis; 2 subjects who have used 1–39 times (moderate); 3 subjects who have used ≥40 times (heavy) | 52 pts; 33 siblings | 28 pts; 53 siblings | 21 | 48 | Patients with heavy use had lower cortical thickness than those with no use. Same relationship for siblings but not for controls | Needs replication in larger samples. No function correlate of diminished cortical thickness | N | Y | Y | N |
| Solowij et al. (2011) | MRI (cross-sectional) | Cerebellar grey matter and white matter volume | Schizophrenia, right-handed male | Long-term heavy cannabis use (near daily use for ≥9 years) | 8 | 9 | 15 | 16 | No group differences in GM volume. Direction of WM volume: HC-NC>P-NC>HC-C>P-C | Small groups P-C and P-NC | Y | Y | N | Y |
| Solowij et al. (2013) | MRI (cross-sectional) | Hippocampal shape analysis | Schizophrenia | Long-term regular use; >60000 doses last 10 years | 8 | 9 | 15 | 16 | Hippocampal shape changes in each group vs. HC-NC with greatest changes in P-C vs. H-C | Small P-C group. Chronic patient group. No functional correlation | Y | Y | N | Y |
| Smith et al. (2014) | MRI (cross-sectional) | Surface-based representations of globus pallidus (GP), striatum, thalamus and working memory | DSM IV Schizophrenia | DSM IV lifetime cannabis abuse/dependence | 15 | 28 | 10 | 44 | Morphological shape differences observed in cannabis groups (P-C vs. P-NC and HC-C vs. HC-NC) in striatum, GP and thalamus. Morphological changes more pronounced in P-C than HC-C. For both P-C and HC-C striatal and thalamic changes correlated with WM deficits and younger age of CUD diagnosis | Cannabis use group not had substance misuse diagnosis in 6 months prior to the study. Cross-sectional – need longitudinal follow-up | Y | Y | Y | Y |
| Smith et al. (2015) | MRI (cross-sectional) | Surface-based analysis of hippocampus, episodic memory (logical memory II test) | DSM IV schizophrenia | DSM IV cannabis abuse/dependence 6 months previously | 15 | 28 | 10 | 44 | Effect of shape changes by cannabis use disorder ‘cannabis-like shape’. Separate changes on shape of hippocampus by schizophrenia ‘schizophrenia-like shape’. P-C group demonstrated increasing cannabis shape changes with increasing duration of cannabis use disorder. P-C vs. P-NC trend level worse on episodic memory task | Prolonged period of abstinence for cannabis users (at least 6 months) | Y | Y | Y | Y |
| Rigucci et al. (2015) | MRI – diffusion tensor imaging (cross-sectional) | Fractional anisotropy & markers of white matter integrity | First-episode psychosis (ICD-10 diagnosis confirmed using OPCRIT+) | Lifetime history of cannabis use. Further analyses undertaken on other parameters (age of first use, potency of use, frequency of use) | 37 | 19 | 22 | 21 | Higher potency cannabis associated with disturbed corpus callosum microstructure in both patients with psychosis and cannabis users | No functional correlate described | N | N | N | N |
| (d) functional MRI studies in patients | ||||||||||||||
| Loberg et al. (2012) | fMRI – dichotic auditory perception task | BOLD activation of default mode network and effort mode network | DSM IV schizophrenia | Lifetime cannabis use. Current users excluded | 13 | 13 | P-C vs. P-NC: increased activation in regions involved in effort mode network and decreased activation in default mode network | Unconventional method of indexing network activity. Cannot extend work to current users | N | N | Y | N | ||
| Bourque et al. (2013) | fMRI – emotional memory task | BOLD activation in emotional picture recognition | DSM IV schizophrenia, males | Cannabis use disorder (abuse/dependence) diagnosed in last 6 months | 14 | 14 | 21 | P-C vs. P-NC: medial prefrontal cortex activation increased in emotional picture recognition | Small study. Needs further replication in larger samples | N | Y | Y | N | |
| Potvin et al. (2013) (from same group as Bourque et al (2013)?same patient group) | fMRI – visuospatial task and mental rotation | Regional BOLD activation | DSM IV schizophrenia, males | Cannabis use disorder (abuse/dependence) diagnosed in last 6 months | 14 | 14 | 21 | P-C vs. P-NC: preserved activation left superior parietal gyrus (decreased in P-NC). No difference in task performance P-C vs. P-NC | Small study. Needs further replication in larger samples | N | Y | Y | N | |
| Machielson et al. (2014) | fMRI attentional bias using a classical Stroop task and cannabis Stroop task after 4 weeks of treatment with risperidone or clozapine | Stroop task performance and BOLD activation. Classical Stroop indexes selective attention, Cannabis stroop to index attentional bias | DSM IV schizophrenia, schizoaffective, schizophreniform disorder, male gender | Cannabis abuse/dependence | 28 | 8 | 19 | No difference P-C vs. P-NC in performance in Stroop task. P-C vs. P-NC no difference in regional activation for classical Stroop. Greater activation in left and right amygdala for P-C vs. P-NC | Small P-NC group ?underpowered. Also main purpose of study not to compare P-C vs P-NC groups but to compare risperidone vs. clozapine. Confounders not adjusted for outcomes of interest | N | N | N | N | |
| Peeters et al. (2015) | Resting state fMRI functional connectivity (cross-sectional) | Dorsolateral prefrontal cortex functional connectivity (DLPFC-fc) & neurocognitive testing (WAIS III and others) | Psychosis, unaffected siblings and controls | Ever use vs. never use | Patients with psychosis (n=73); Unaffected siblings (n=83); Controls (n=72); Numbers not clearly stated by cannabis use | No significant group × cannabis interaction for DLFPC-fc and no significant interaction with neurocognitive testing | Most patients on medication. Effect of this unclear. Use of current use maybe more sensitive to change than lifetime cannabis use | N | N | Y | N | |||
| Machielson et al. (2017) | Cue reactivity to cannabis and neutral images fMRI | Regional BOLD activation to cannabis images | DSM IV schizophrenia/schizoaffective/schizophreniform | Lifetime cannabis use disorder (based on CIDI) | 30 | 8 | 20 | P-C vs. P-NC greater activation to cannabis images in right amygdala and left and right thalamus. Also 4 weeks of clozapine superior to risperidone in reducing craving in P-C | Designed to compare clozapine vs. risperidone rather than to compare P-C vs. P-NC. Small P-NC group | N | N | N | N | |
| (e) Other neurobiological measures | ||||||||||||||
| Jockers-Scherubl et al. (2003) | Blood (cross-sectional) | Serum nerve growth factor (NGF) (cross-sectional) | DSM IV schizophrenia, presenting as inpatient, medication naïve | >0.5 g on average per day for at least 2 years. Positive UDS excluded | 21 | 76 | 11 | 61 | P-C NGF levels mean=412.9; P-NC 26.3; HC-C 20.1; HC-NC 33.1. Significantly raised in P-C group | Small numbers in cannabis-using group. P-C onset of psychosis younger than P-NC | Y | Y | Y | N |
| Jockers-Scherubl et al. (2004) | Blood (cross-sectional) | Serum brain derived neurotrophic factor (BDNF) (cross-sectional) | DSM IV schizophrenia, medication naïve | >0.5g on average per day for at least 2 years. Positive UDS excluded | 35 | 102 | 11 | 61 | P-C BDNF levels mean=17.7; P-NC 13.1; HC-C 13.1; HC-NC 13.2. Highest in P-C group, significant vs. H-C and P-NC | P-C onset of psychosis younger than P-NC. Needs replication | Y | Y | Y | N |
| Jockers-Scherubl et al. (2006) | Blood (including follow-up of Jockers-Scherubl et al. (2003)) | Serum nerve growth factor (NGF) (cross-sectional) | DSM IV schizophrenia, treated with medication for psychosis for 4 weeks | >0.5 g on average per day for at least 2 years. Positive UDS excluded | 42 | 66 | 24 | 51 | No statistically significant difference between groups (i.e. NGF levels raised in P-C had normalized). Decrease across patient groups in NGF levels from Jockers-Scherubel et al. (2003). Also small cohort replicated Jockers-Scherubel et al. (2003) baseline results | Needs replication | Y | Y | Y | N |
| Benson et al. (2007) | Eye movement tracking (cross-sectional) | Fixation clustering, saccadic gaze | DSM IV cannabis-induced psychosis (CIP) vs. first-episode schizophrenia based on SCID | Based on diagnosis of CIP (see limitations) | 6 | 11 | 22 | Differences noted in visual scan paths. More restricted visual features in P-C patient with increased fixation clustering such that P-C>P-NC>HC-C. Alterations in saccadic gaze (frequency, amplitude, velocity) for P-C vs. HC-NC in altered pattern compared with P-NC vs. HC-NC | Small study and needs replication. Definition of P-C and P-NC in study based on CIP vs. schizophrenia. Three patients with schizophrenia (in P-NC) had used cannabis before developing schizophrenia | N | N | N | N | |
| Rentzsch et al. (2007) | EEG with auditory stimuli (cross-sectional) | P50 Sensory gating | DSM IV schizophrenia/schizoaffective | History of chronic cannabis abuse. All users abstinent ≥28 days | 15 | 12 | 11 | 18 | No difference between P-C and P-NC. In HC-C P50 sensory deficit correlated with number of years with daily consumption. Relationship not present in other groups | Small sample size ?underpowered. There is a difference of circa 10% between P-C vs. P-NC but not significant | Y | Y | N | N |
| Rentzsch et al. (2011) | EEG with auditory stimuli (cross-sectional) | Mismatch negativity (MMN) | DSM IV schizophrenia/schizoaffective | Chronic cannabis use: at least 5 days per week for at least 1 year by self-report. All users abstinent ≥28 days | 27 | 26 | 32 | 34 | Frequency MMN amplitude P-NC<P-C<HC-C<HC-NC | No functional correlation shown. Requires replication | Y | Y | Y | Y |
| Scholes-Balog and Martin-Iverson (2011) | Electrophysiology with auditory stimuli (cross-sectional) | Prepulse Inhibition (PPI) | Schizophrenia/schizoaffective | Lifetime use | 20 | 44 | 34 | 32 | Alterations of PPI in all groups vs. HC-C such that reduced PPI in P-NC vs. HC-NC but this is diminished in P-C vs. HC-NC. Authors suggest cannabis may have medicating effect on impaired attentional modulation for patients and have similar effect on attentional modulation for patients and healthy controls | Preponderance of other substance abuse/dependence in last 12 months in P-C group (60%) | N | N | Y | Y |
| Pesa et al. (2012) | EEG with auditory stimuli (cross-sectional) | Mismatch Negativity (MMN) and P3a latency | Early psychosis, DSM IV psychotic disorders | History of past or current cannabis use at least monthly for one year | 22 | 22 | 21 | For MMN amplitude: P-NC<P-C<HC-NC. For MMN latency: P-C>P-NC and HC-NC. For P3a amplitude at frontal electrode: P-C<P-NC and latency P-C>P-NC | No functional correlate identified | Y | Y | N | N | |
| Van Tricht et al. (2013) | EEG with auditory oddball paradigm (cross-sectional) | N100, N200, P200, P300 | Ultra-high risk | History of use ≥5 times/lifetime. Use in last month | 19 | 29 | 21 | 29 | No significant differences between P-C and P-NC | Gender differences between groups (18% female P-C; 45% female P-NC). Although tobacco use was adjusted for, other recreational drug use not accounted for | Y | Y | Y | N |
| Cassidy et al. (2014) | Electrophysiology – EEG and facial electromyography to visual stimuli of natural and cannabis rewards (cross-sectional) | Late positive potential (LPP), facial electromyography, skin conductance. Follow-up after 1 month for cannabis usage | DSM IV schizophrenia/schizoaffective | Active cannabis use disorder in past 1 month vs. no cannabis use in last 3 months (P-NC) | 20 | 15 | 20 | 15 | P-C show blunted responses to natural rewards but spared response to cannabis stimulus. LPP in P-C predicts cannabis usage at 1 month | Cannabis images prepared specifically for this task and not validated in previous tasks | N | Y | Y | Y |
| Hagenmuller et al. (2014) | EEG with somatosensory evoked potential (cross-sectional) | N20, P25 | Ultra-high risk (UHR) assessed by structured interview for prodromal symptoms and high risk (HR) for schizophrenia assessed by schizophrenia proneness interview | HR 13; UHR 12 | HR 36; UHR 61 | 3 | 42 | P-C vs. P-NC: in both HR and UHR groups cannabis users showed higher N20-P25 source strength than non-users. Not calculated in HC due to small numbers of HC-C | Small cannabis arms. Possible effect of confounding variables (see right) | N | N | N | N | |
| Winton-Brown et al. (2015) | Electrophysiology with auditory stimuli (cross-sectional) | Prepulse inhibition (PPI) and prepulse facilitation (PPF) | At-risk mental state | Urine drug sample positive | 6 | 18 | 5 | 18 | PPI: HC-C vs. HC-NC increased PPI, P-C vs. P-NC decreased PPI; PPF: No group × substance use interaction | Small numbers of cannabis participants. UDS only indicates recency of use | N | Y | Y | Y |
| Morales-Munoz et al. (2015) | Electrophysiology with auditory stimuli (cross-sectional) | Prepulse inhibition (PPI) | First-episode psychosis, on treatment (assessed by SCID for DSM IV) | Lifetime cannabis abuse/dependence (assessed by SCID), currently abstinent | 21 | 14 | 22 | PPI: at 30 ms reduced PPI for P-C vs. HC-NC and P-NC vs. HC-NC. At 60 ms reduced PPI for P-NC vs. HC-NC but not for P-C vs. HC-NC. At 120 ms no difference between groups | No assessment of alcohol or other drug use. Although all had been on pharmacotherapy cumulative doses not matched | N | N | Y | Y | |
| Rentzsch et al. (2016)(some overlap of participants withRentzsch et al., 2007) | EEG to auditory novelty and oddball paradigms (cross-sectional) | P300 | Schizophrenia | Chronic cannabis use: at least 5 days per week for at least 1 year by self-report. All users abstinent ≥28 days | 20 | 20 | 20 | 20 | Different effects of cannabis use on patients and controls. Unadjusted: Early novelty P300 HC-NC>HC-C>P-NC>P-C. Late novelty P300 HC-NC>HC-C>PC-NC~–P-C. Parietal oddball HC-NC>HC-C>P-NC>P-C | No significant diagnosis interaction for early novelty p300 and oddball paradigm remained when nicotine and alcohol use entered as covariates. Significant difference between illicit drug use between groups | Y | N | Y | Y |
| Study | Method | Measure | Population | Cannabis use definition | N | Findings | Limitations | Confounders considered: | ||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| P-C | P-NC | HC-C | HC-NC | ETOH | Other drug | AP | Tob | |||||||
| (A) Endocannabinoid system | ||||||||||||||
| Dean et al. (2001) | Post-mortem autoradiography | [3H]CP-55940 to index CB1 receptor density at dorsolateral prefrontal cortex, caudate-putamen and temporal lobe regions | Schizophrenia assessed after psychologist and psychiatrist case notes review using diagnostic instrument for brain studies (DIBS) | THC in blood at time of death | 5 | 9 | 4 | 9 | Increased DLPFC binding in patients vs. controls. Increased binding in caudate-putamen in cannabis groups independent of whether patients or controls | Small numbers. Did not adjust for key confounders (see right) | N | N | N | N |
| Zavitsanu et al. (2004) | Post-mortem autoradiography | [3H]SR141716A to index CB1 receptor density binding at anterior cingulate cortex | DSM III/DSM IV schizophrenia using case notes review using SCAN and DIBS | Lifetime ever use | 5 | 5 | 9 | No difference P-C vs. P-NC. Patients increased CB1 receptor binding compared with controls | Small group size | N | N | Y | N | |
| Monterrubio et al. (2006) | Peripheral blood (cross-sectional) | Fatty acid levels in blood | Schizophrenia treated with clozapine | Ever used. Last use ≥6 months ago | 6 | 6 | In cannabis users only: arachadonic acid correlated with total fatty acid. Linoliec acid correlated with stress | Small size; Discontinued users | N | Y | Y | N | ||
| Leweke et al. (2007) | Cerebrospinal fluid (CSF) (cross-sectional) | Anandamide levels | Schizophrenia | High frequency in cannabis group: ≥20 times per life. Low frequency in non-cannabis group: ≤5 times per life | 22 | 25 | 26 | 55 | P-NC markedly higher anandamide in CSF than P-C. No difference between HC and HC-NC | Needs replication | N | N | Y | N |
| Deng et al. (2007) | Post-mortem autoradiography | [3H]SR141716A and [3H]CP-55940 both to index CB1 receptor density at superior temporal gyrus | DSM IV schizophrenia using case notes review using SCAN and DIBS | Not clear | 4 | 4 | 8 non-psychiatric controls – unclear if any cannabis use history | P-C vs. P-NC no difference between groups. No difference between patients vs. controls | Small numbers. Insufficiently clear about cannabis use history | N | N | Y | N | |
| Eggan et al. (2008) | Post-mortem immunocytochemistry | CB1 receptor mRNA in dorsolateral prefrontal cortex (Brodmann area 9) | Schizophrenia/ schizoaffective | Not clear | 7 | 16 | 23 | No difference between P-C and P-NC. Reduction of around 10–15% in CB1 receptor transcript expression in patients vs. controls | Study not designed to determine difference of P-C vs. P-NC. Tested as a possible confounding variable | N | Y | Y | N | |
| Eggan et al. (2010)Includes 14 patients and 14 HCs fromEggan et al. (2008) | Post-mortem immunocytochemistry | CB1 receptor protein expression in dorsolateral prefrontal cortex (Brodmann area 46) | DSM IV Schizophrenia/schizoaffective using case notes review and structured interview with relative. Controls: Controls with no psychiatric history (NP) and depressed (DEP) | Lifetime history of cannabis use | 6 | 15 | 0 NP, 3 DEP | 26 NP, 7 DEP | P-C vs. P-NC no significant difference between groups. Reduction of around 19–23% in CB1 receptor density in patients with psychosis vs. controls | Study not designed to determine difference of P-C vs. P-NC. Tested as a possible confounding variable | N | Y | Y | N |
| Ho et al. (2011) | Structural MRI, cognitive assessment (WAIS subscales) by CB1 receptor genotype and cannabis interaction (cross-sectional) | White matter & WAIS subscales | Schizophrenia patients, P-C arranged by CB1 receptor genotype (12 tagged SNPs) | Cannabis abuse or dependence | 52 | 183 | Three CB1 receptor polymorphisms associated with decreased WM volume. One also associated with decreased processing speed and attention in P-C | Needs replication in larger cohort. Possible confounding from other substance use | Y | Y | Y | N | ||
| Onwuameze et al. (2013)(from same sample asHo et al. (2011)) | Structural MRI by MAPK14 genotype and CB1 receptor and cannabis interaction (cross-sectional) | White matter | Schizophrenia patients, P-C arranged by MAPK14 Receptor genotype (nine tagged SNPs) | Cannabis abuse or dependence | 52 | 183 | MAPK14 and CB1 receptor specific alleles associated with small white matter brain volume in heavy cannabis use. Independent and additive effect | As Ho et al. (2011). Also no functional correlate of WM loss demonstrated | Y | Y | Y | N | ||
| Ceccarini et al. (2013) | PET (cross-sectional) | [18F]MK-9470 mSUV (indexes CB1 receptor) | Schizophrenia | Ever use. Last use for all participants ≥6 months ago | 35 | 32 | 12 | Patients with a history of heavy cannabis use no significant difference in binding vs. medium, low or never use | Not designed to test P-C vs P-NC | N | N | N | N | |
| Volk et al. (2014)(same participant group asEggan et al. (2008) | Post-mortem autoradiography | [11C]OMAR binding (indexes CB1 receptor) | Schizophrenia/ schizoaffective | Not clear | 7 | 14 | 21 | [11C]OMAR binding did not differ between P-C vs. P-NC | Study not designed to determine difference of P-C vs. P-NC. Tested as a possible confounding variable | N | N | N | N | |
| Ranganathan et al. (2016) | PET (cross-sectional) | [11C]OMAR VT (indexes CB1 receptor) | Male Schizophrenia | Ever use. Lifetime cannabis use disorder excluded. 1/25 patients with recent use | 16 | 7 | Total 18 HC. Lifetime use unclear | No significant correlations between cannabis use and VT | Not designed to test P-C vs. P-NC | N | N | N | N | |
| (b) Dopamine system | ||||||||||||||
| Dean et al. (2003) | Post-mortem autoradiography | [3H]Mazidol for DAT; Tyrosine Hydroxylase | Schizophrenia | Blood test +ve | 5 | 9 | 4 | 10 | No significant difference between CBS users and non-users | Small sample. Limited cannabis information | N | N | Y | N |
| Bowers and Kantrowitz (2007) | Peripheral blood (cross-sectional) | Plasma homovanillic acid | Inpatient FEP vs. inpatient non-psychosis | Urine test +ve | 5 | 15 | 18 | P-C group elevated HVA levels vs. P-NC and others (p=0.001) | Small sample. Limited cannabis information | N | N | N | N | |
| Safont et al. (2011) | SPECT (cross-sectional) | [123I]IBZM striatal/frontal ratio to index D2/D3 receptor availability | Untreated FEP patients | Use 3 units/day for last 3 months (n=14) | 14 | 23 | 18 | No significant difference between P-C and P-NC | Used S/F ratio but frontal binding may be altered in cannabis use | N | Y | Y | N | |
| Kuepper et al. (2013) | PET: 8 mg inhaled THC vs. placebo Acute challenge on dopamine function (interventional) | [18F] Fallypride displaced | Psychosis patients, first-degree relatives of patients, healthy controls | Self-report ever use | 8 pts 7 rel’s | 9 | THC induced significant striatal displacement of fallypride in patients and relatives but not controls | No comparison between P-C and P-NC | Y | Y | Y | Y | ||
| Mizrahi et al. (2014) | PET: stress task to induce dopamine release (cross-sectional) | [11C]PHNO displaced | Clinical high risk | Use at least 3 times/week | 12 | 12 | Decreased displacement in P-C group and increased in P-NC group in striatum | Unable to determine whether blunted dopamine release is marker of cannabis use or addiction | N | Y | Y | Y | ||
| (c) Glutamate system | ||||||||||||||
| Rentzsch et al. (2011) | See Table 2 (e) (Mismatch Negativity believed to index glutamatergic function via NMDA receptor) | |||||||||||||
| Pesa et al. (2012) | See Table 2 (e) (Mismatch Negativity believed to index glutamatergic function via NMDA receptor) | |||||||||||||
| Rigucci et al. (2017) | Magnetic resonance spectroscopy (cross-sectional) | Glutamate medial prefrontal cortex & neurocognitive assessment (MATRICS battery) | Early psychosis and healthy controls | Current cannabis use | 18 | 17 | 33 | Decreased glutamate in P-C vs. P-NC. Impaired working memory P-C vs. P-NC | Neuro-cognitive impairment in P-C rather than sparing. ?atypical sample. Requires further replication | Y | N | Y | Y | |
| (d) GABAergic system (indexed through cortical inhibition) | ||||||||||||||
| Wobrock et al. (2010) | Transcranial Magnetic Stimulation (cross-sectional) | Short-interval cortical inhibition (SICI), intracortical facilitation (ICF) | First-episode schizophrenia | P-C: lifetime use of ≥20 times per lifetime; P-NC Lifetime use of ≤5 times | 12 | 17 | Reduced SICI and enhanced ICF for P-C vs. P-NC indicating GABAergic deficit and intracortical disconnectivity | SICI and ICF not direct measures of GABA-A. No comparison with HC groups | N | Y | Y | N | ||
| Goodman et al. (2017) | Transcranial magnetic stimulation (cross-sectional) | SICI/ICF | Schizophrenia/schizoaffective disorder | DSM IV cannabis dependence | 12 | 11 | 10 | 13 | Increased SICI for PC vs. P-NC indicating increased GABA-A mediated inhibition, reduced SICI HC-C vs. HC-NC. No significant difference for ICF | SICI and ICF not direct measures of GABA-A | Y | Y | Y | N |
Evidence from studies in electrophysiology and other neurobiological measures
Neuroimaging approaches
III. Unravelling neurochemical differences between groups
Future approaches
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