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. 2018 Mar 29;32(8):825–849. doi: 10.1177/0269881118760662

Table 2.

Characteristics of included studies in patients/risk of psychosis comparing cannabis users (P-C) with non-users (P-NC): Neurobiological differences.

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 with Rentzsch 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

(a) MRI studies in high-risk groups (genetic, familial, clinical high risk).

(b) MRI structural in patients with psychosis (including volumetric, morphometry and shape analysis, diffusion tensor imaging) first 5 years.

(c) MRI structural in patients with psychosis (including volumetric, morphometry and shape analysis, diffusion tensor imaging) after 5 years.

(d) Functional MRI studies in patients with psychosis.

(e) Other neurobiological measures (EEG, eye-tracking).

P-C: Psychosis/at-risk patients with cannabis use; P-NC: Psychosis/at-risk patients without cannabis use; HC-C: Non-psychosis controls with cannabis use; HC-NC: Non-psychosis controls without cannabis use; ETOH: Alcohol; AP: medication for psychosis; Tob: Tobacco.