Hostname: page-component-586b7cd67f-t8hqh Total loading time: 0 Render date: 2024-11-28T14:24:18.914Z Has data issue: false hasContentIssue false

Tensor-based morphometry of cannabis use on brain structure in individuals at elevated genetic risk of schizophrenia

Published online by Cambridge University Press:  29 November 2012

K. A. Welch*
Affiliation:
Division of Psychiatry, School of Molecular and Clinical Medicine, University of Edinburgh, Royal Edinburgh Hospital, UK
T. W. Moorhead
Affiliation:
Division of Psychiatry, School of Molecular and Clinical Medicine, University of Edinburgh, Royal Edinburgh Hospital, UK
A. M. McIntosh
Affiliation:
Division of Psychiatry, School of Molecular and Clinical Medicine, University of Edinburgh, Royal Edinburgh Hospital, UK
D. G. C. Owens
Affiliation:
Division of Psychiatry, School of Molecular and Clinical Medicine, University of Edinburgh, Royal Edinburgh Hospital, UK
E. C. Johnstone
Affiliation:
Division of Psychiatry, School of Molecular and Clinical Medicine, University of Edinburgh, Royal Edinburgh Hospital, UK
S. M. Lawrie
Affiliation:
Division of Psychiatry, School of Molecular and Clinical Medicine, University of Edinburgh, Royal Edinburgh Hospital, UK
*
*Address for correspondence: Dr K. A. Welch, Robert Ferguson Unit, Astley Ainsle Hospital and Division of Psychiatry, University of Edinburgh, Royal Edinburgh Hospital, Edinburgh EH10 5HF, UK. (Email: [email protected])

Abstract

Background

Schizophrenia is associated with various brain structural abnormalities, including reduced volume of the hippocampi, prefrontal lobes and thalami. Cannabis use increases the risk of schizophrenia but reports of brain structural abnormalities in the cannabis-using population have not been consistent. We used automated image analysis to compare brain structural changes over time in people at elevated risk of schizophrenia for familial reasons who did and did not use cannabis.

Method

Magnetic resonance imaging (MRI) scans were obtained from subjects at high familial risk of schizophrenia at entry to the Edinburgh High Risk Study (EHRS) and approximately 2 years later. Differential grey matter (GM) loss in those exposed (n = 23) and not exposed to cannabis (n = 32) in the intervening period was compared using tensor-based morphometry (TBM).

Results

Cannabis exposure was associated with significantly greater loss of right anterior hippocampal (pcorrected = 0.029, t = 3.88) and left superior frontal lobe GM (pcorrected = 0.026, t = 4.68). The former finding remained significant even after the exclusion of individuals who had used other drugs during the inter-scan interval.

Conclusions

Using an automated analysis of longitudinal data, we demonstrate an association between cannabis use and GM loss in currently well people at familial risk of developing schizophrenia. This observation may be important in understanding the link between cannabis exposure and the subsequent development of schizophrenia.

Type
Original Articles
Copyright
Copyright © Cambridge University Press 2012 

Access options

Get access to the full version of this content by using one of the access options below. (Log in options will check for institutional or personal access. Content may require purchase if you do not have access.)

References

Arseneault, L, Cannon, M, Witton, J, Murray, RM (2004). Causal association between cannabis and psychosis: examination of the evidence. British Journal of Psychiatry 184, 110117.CrossRefGoogle ScholarPubMed
Bangalore, SS, Prasad, KMR, Montrose, DM, Goradia, DD, Diwadkar, VA, Keshavan, MS (2008). Cannabis use and brain structural alterations in first episode schizophrenia – a region of interest, voxel based morphometric study. Schizophrenia Research 99, 16.CrossRefGoogle ScholarPubMed
Bebbington, P, Wilkins, S, Jones, P, Foerster, A, Murray, R, Toone, B, Lewis, S (1993). Life events and psychosis. Initial results from the Camberwell Collaborative Psychosis Study. British Journal of Psychiatry 162, 7279.CrossRefGoogle ScholarPubMed
Boos, H, Aleman, A, Cahn, W, Hulshoff Pol, H, Kahn, RS (2007). Brain volumes in relatives of patients with schizophrenia: a meta-analysis. Archives of General Psychiatry 64, 297304.CrossRefGoogle ScholarPubMed
Borgwardt, SJ, McGuire, PK, Aston, J, Gschwandtner, U, Pflüger, MO, Stieglitz, RD, Radue, EW, Riecher-Rössler, A (2008). Reductions in frontal, temporal and parietal volume associated with the onset of psychosis. Schizophrenia Research 106, 108114.CrossRefGoogle ScholarPubMed
Brett, M (1999). The MNI brain and the Talairach atlas (http://imaging.mrc-cbu.cam.ac.uk/imaging/MniTalairach). Medical Research Council Cognition and Brain Sciences Unit.Google Scholar
Chan, RCK, Di, X, McAlonan, GM, Gong, Q (2011). Brain anatomical abnormalities in high-risk individuals, first-episode, and chronic schizophrenia: an activation likelihood estimation meta-analysis of illness progression. Schizophrenia Bulletin 37, 177188.CrossRefGoogle ScholarPubMed
Demirakca, T, Sartorius, A, Ende, G, Meyer, N, Welzel, H, Skopp, G, Mann, K, Hermann, D (2011). Diminished gray matter in the hippocampus of cannabis users: possible protective effects of cannabidiol. Drug and Alcohol Dependence 114, 242245.Google ScholarPubMed
Diwadkar, VA, Montrose, DM, Dworakowski, D, Sweeney, JA, Keshavan, MS (2006). Genetically predisposed offspring with schizotypal features: an ultra high-risk group for schizophrenia? Progress in Neuro-Psychopharmacology and Biological Psychiatry 30, 230238.CrossRefGoogle Scholar
Ellison-Wright, I, Glahn, DC, Laird, AR, Thelen, SM, Bullmore, E (2008). The anatomy of first-episode and chronic schizophrenia: an anatomical likelihood estimation meta-analysis. American Journal of Psychiatry 165, 10151023.CrossRefGoogle ScholarPubMed
El Khoury, MA, Gorgievski, V, Moutsimilli, L, Giros, B, Tzavara, ET (2012). Interactions between the cannabinoid and dopaminergic systems: evidence from animal studies. Progress in Neuro-Psychopharmacology and Biological Psychiatry 38, 3650.CrossRefGoogle ScholarPubMed
Emerton, BC, Jerram, M, Deckersbach, T, Dougherty, DD, Fulwiler, C, Gansler, DA (2009). A comparison of voxel-based morphometry and volumetry methods in the context of the neural basis of aggression. Brain Imaging and Behavior 3, 332341.CrossRefGoogle Scholar
Fusar-Poli, P, Borgwardt, S, Crescini, A, D'Este, G, Kempton, M, Lawrie, S, Guire, PM, Sacchetti, E (2011). Neuroanatomy of vulnerability to psychosis: a voxel-based meta-analysis. Neuroscience and Biobehavioral Reviews 35, 11751185.CrossRefGoogle ScholarPubMed
Giuliani, NR, Calhoun, VD, Pearlson, GD, Francis, A, Buchanan, RW (2005). Voxel-based morphometry versus region of interest: a comparison of two methods for analyzing gray matter differences in schizophrenia. Schizophrenia Research 74, 135147.CrossRefGoogle ScholarPubMed
Habets, P, Marcelis, M, Gronenschild, E, Drukker, M, van Os, J; Genetic Risk and Outcome of Psychosis (G. R. O. U.P.) (2011). Reduced cortical thickness as an outcome of differential sensitivity to environmental risks in schizophrenia. Biological Psychiatry 69, 487494.CrossRefGoogle ScholarPubMed
Hall, W, Degenhardt, L (2006). What are the policy implications of the evidence on cannabis and psychosis? Canadian Journal of Psychiatry 51, 566574.CrossRefGoogle ScholarPubMed
Hodges, A, Byrne, M, Grant, E, Johnstone, E (1999). People at risk of schizophrenia. Sample characteristics of the first 100 cases in the Edinburgh High-Risk Study. British Journal of Psychiatry 174, 547553.CrossRefGoogle ScholarPubMed
Honea, R, Crow, TJ, Passingham, D, Mackay, CE (2005). Regional deficits in brain volume in schizophrenia: a meta-analysis of voxel-based morphometry studies. American Journal of Psychiatry 162, 22332245.CrossRefGoogle ScholarPubMed
Job, DE, Whalley, HC, Johnstone, EC, Lawrie, SM (2005). Grey matter changes over time in high risk subjects developing schizophrenia. NeuroImage 25, 10231030.CrossRefGoogle ScholarPubMed
Job, DE, Whalley, HC, McConnell, S, Glabus, M, Johnstone, EC, Lawrie, SM (2003). Voxel-based morphometry of grey matter densities in subjects at high risk of schizophrenia. Schizophrenia Research 64, 113.CrossRefGoogle ScholarPubMed
Kahn, RS, Linszen, H, van Os, J, Wiersma, D, Bruggeman, R, Cahn, W, de Haan, L, Krabbendam, L, Myin-Germeys, I (2011). Evidence that familial liability for psychosis is expressed as differential sensitivity to cannabis: an analysis of patient-sibling and sibling-control pairs. Archives of General Psychiatry 68, 138147.Google Scholar
Kipps, CM, Duggins, AJ, Mahant, N, Gomes, L, Ashburner, J, McCusker, EA (2005). Progression of structural neuropathology in preclinical Huntington's disease: a tensor based morphometry study. Journal of Neurology, Neurosurgery and Psychiatry 76, 650655.CrossRefGoogle ScholarPubMed
Konick, LC, Friedman, L (2001). Meta-analysis of thalamic size in schizophrenia. Biological Psychiatry 49, 2838.CrossRefGoogle ScholarPubMed
Lawrie, SM, Abukmeil, SS (1998). Brain abnormality in schizophrenia. A systematic and quantitative review of volumetric magnetic resonance imaging studies. British Journal of Psychiatry 172, 110120.CrossRefGoogle ScholarPubMed
Lawrie, SM, McIntosh, AM, Hall, J, Owens, DGC, Johnstone, EC (2008). Brain structure and function changes during the development of schizophrenia: the evidence from studies of subjects at increased genetic risk. Schizophrenia Bulletin 34, 330340.CrossRefGoogle ScholarPubMed
Lawrie, SM, Whalley, HC, Abukmeil, SS, Kestelman, JN, Miller, P, Best, JJK, Owens, DGC, Johnstone, EC (2002). Temporal lobe volume changes in people at high risk of schizophrenia with psychotic symptoms. British Journal of Psychiatry 181, 138143.CrossRefGoogle ScholarPubMed
Lawrie, SM, Whalley, H, Kestelman, JN, Abukmeil, SS, Byrne, M, Hodges, A, Rimmington, JE, Best, JJK, Owens, DGC, Johnstone, EC (1999). Magnetic resonance imaging of brain in people at high risk of developing schizophrenia. Lancet 353, 3033.CrossRefGoogle ScholarPubMed
Lopez-Larson, MP, Bogorodzki, P, Rogowska, J, McGlade, E, King, JB, Terry, J, Yurgelun-Todd, D (2011). Altered prefrontal and insular cortical thickness in adolescent marijuana users. Behavioural Brain Research 220, 164172.CrossRefGoogle ScholarPubMed
Martín-Santos, R, Fagundo, AB, Crippa, JA, Atakan, Z, Bhattacharyya, S, Allen, P, Fusar-Poli, P, Borgwardt, S, Seal, M, Busatto, GF (2010). Neuroimaging in cannabis use: a systematic review of the literature. Psychological Medicine 40, 383398.CrossRefGoogle ScholarPubMed
McDonald, C, Bullmore, E, Sham, P, Chitnis, X, Suckling, J, MacCabe, J, Walshe, M, Murray, RM (2005). Regional volume deviations of brain structure in schizophrenia and psychotic bipolar disorder. Computational morphometry study. British Journal of Psychiatry 186, 369377.CrossRefGoogle ScholarPubMed
McIntosh, AM, Job, DE, Moorhead, WJ, Harrison, LK, Whalley, HC, Johnstone, EC, Lawrie, SM (2006). Genetic liability to schizophrenia or bipolar disorder and its relationship to brain structure. American Journal of Medical Genetics. Part B, Neuropsychiatric Genetics 141B, 7683.CrossRefGoogle ScholarPubMed
McIntosh, AM, Owens, DC, Moorhead, WJ, Whalley, HC, Stanfield, AC, Hall, J, Johnstone, EC, Lawrie, SM (2011). Longitudinal volume reductions in people at high genetic risk of schizophrenia as they develop psychosis. Biological Psychiatry 69, 953958.CrossRefGoogle ScholarPubMed
Moorhead, TWJ, McKirdy, J, Sussmann, JED, Hall, J, Lawrie, SM, Johnstone, EC, McIntosh, AM (2007). Progressive gray matter loss in patients with bipolar disorder. Biological Psychiatry 62, 894900.CrossRefGoogle ScholarPubMed
Nelson, MD, Saykin, AJ, Flashman, LA, Riordan, HJ (1998). Hippocampal volume reduction in schizophrenia as assessed by magnetic resonance imaging: a meta-analytic study. Archives of General Psychiatry 55, 433440.CrossRefGoogle ScholarPubMed
Pantelis, C, Velakoulis, D, McGorry, PD, Wood, SJ, Suckling, J, Phillips, LJ, Yung, AR, Bullmore, ET, Brewer, W, Soulsby, B (2003). Neuroanatomical abnormalities before and after onset of psychosis: a cross-sectional and longitudinal MRI comparison. Lancet 361, 281288.CrossRefGoogle ScholarPubMed
Phillips, LJ, Curry, C, Yung, AR, Yuen, HP, Adlard, S, McGorry, PD (2002). Cannabis use is not associated with the development of psychosis in an ‘ultra’ high-risk group. Australian and New Zealand Journal of Psychiatry 36, 800806.CrossRefGoogle ScholarPubMed
Quickfall, J, Crockford, D (2006). Brain neuroimaging in cannabis use: a review. Journal of Neuropsychiatry and Clinical Neurosciences 18, 318332.CrossRefGoogle ScholarPubMed
Rais, M, Cahn, W, van Haren, N, Schnack, H, Caspers, E, Hulshoff Pol, H, Kahn, R (2008). Excessive brain volume loss over time in cannabis-using first-episode schizophrenia patients. American Journal of Psychiatry 165, 490496.CrossRefGoogle ScholarPubMed
Semple, DM, McIntosh, AM, Lawrie, SM (2005). Cannabis as a risk factor for psychosis: systematic review. Journal of Psychopharmacology 19, 187194.CrossRefGoogle ScholarPubMed
Steen, RG, Mull, C, McClure, R, Hamer, RM, Lieberman, JA (2006). Brain volume in first-episode schizophrenia: systematic review and meta-analysis of magnetic resonance imaging studies. British Journal of Psychiatry 188, 510518.CrossRefGoogle ScholarPubMed
Stone, JM, Bhattacharyya, S, Barker, GJ, McGuire, PK (2012). Substance use and regional gray matter volume in individuals at high risk of psychosis. European Neuropsychopharmacology 22, 114122.CrossRefGoogle ScholarPubMed
Sun, D, Phillips, L, Velakoulis, D, Yung, A, McGorry, PD, Wood, SJ, van Erp, TGM, Thompson, PM, Toga, AW, Cannon, TD (2009). Progressive brain structural changes mapped as psychosis develops in ‘at risk’ individuals. Schizophrenia Research 108, 8592.CrossRefGoogle ScholarPubMed
Talairach, J, Tournoux, P (1988). Co-planar Stereotaxic Atlas of the Human Brain: 3-Dimensional Proportional System: An Approach to Cerebral Imaging. Thieme: Stuttgart.Google Scholar
van Os, J, Kenis, G, Rutten, BPF (2010). The environment and schizophrenia. Nature 468, 203212.CrossRefGoogle ScholarPubMed
van Winkel, R, Kahn, RS, Linszen, DH, van Os, J, Wiersma, D, Bruggeman, R, Cahn, W, de Haan, L, Krabbendam, L, Myin-Germeys, I (2011). Family-based analysis of genetic variation underlying psychosis-inducing effects of cannabis: sibling analysis and proband follow-up. Archives of General Psychiatry 68, 148157.CrossRefGoogle ScholarPubMed
Vita, A, De Peri, L, Silenzi, C, Dieci, M (2006). Brain morphology in first-episode schizophrenia: a meta-analysis of quantitative magnetic resonance imaging studies. Schizophrenia Research 82, 7588.CrossRefGoogle ScholarPubMed
Welch, KA, McIntosh, AM, Job, DE, Whalley, HC, Moorhead, TW, Hall, J, Owens, DGC, Lawrie, SM, Johnstone, EC (2011 a). The impact of substance use on brain structure in people at high risk of developing schizophrenia. Schizophrenia Bulletin 37, 10661076.CrossRefGoogle ScholarPubMed
Welch, KA, Stanfield, AC, McIntosh, AM, Whalley, HC, Job, DE, Moorhead, TW, Hall, J, Owens, DGC, Lawrie, SM, Johnstone, EC (2011 b). The impact of cannabis use on thalamic volume in people at familial high risk of schizophrenia. British Journal of Psychiatry 199, 386390.CrossRefGoogle ScholarPubMed
Whalley, HC, Kestelman, JN, Rimmington, JE, Kelso, A, Abukmeil, SS, Best, JJK, Johnstone, EC, Lawrie, SM (1999). Methodological issues in volumetric magnetic resonance imaging of the brain in the Edinburgh High Risk Project. Psychiatry Research 91, 3144.CrossRefGoogle ScholarPubMed
Whitford, TJ, Grieve, SM, Farrow, TFD, Gomes, L, Brennan, J, Harris, AWF, Gordon, E, Williams, LM (2006). Progressive grey matter atrophy over the first 2–3 years of illness in first-episode schizophrenia: a tensor-based morphometry study. NeuroImage 32, 511519.CrossRefGoogle ScholarPubMed
Wood, SJ, Kennedy, D, Phillips, LJ, Seal, ML, Yücel, M, Nelson, B, Yung, AR, Jackson, G, McGorry, PD, Velakoulis, D (2010). Hippocampal pathology in individuals at ultra-high risk for psychosis: a multi-modal magnetic resonance study. NeuroImage 52, 6268.CrossRefGoogle ScholarPubMed
Wood, SJ, Pantelis, C, Velakoulis, D, Yücel, M, Fornito, A, McGorry, PD (2008). Progressive changes in the development toward schizophrenia: studies in subjects at increased symptomatic risk. Schizophrenia Bulletin 34, 322329.CrossRefGoogle ScholarPubMed
Wright, IC, Rabe-Hesketh, S, Woodruff, PWR, David, AS, Murray, RM, Bullmore, ET (2000). Meta-analysis of regional brain volumes in schizophrenia. American Journal of Psychiatry 157, 1625.CrossRefGoogle ScholarPubMed
Yücel, M, Solowij, N, Respondek, C, Whittle, S, Fornito, A, Pantelis, C, Lubman, DI (2008). Regional brain abnormalities associated with long-term heavy cannabis use. Archives of General Psychiatry 65, 694701.CrossRefGoogle ScholarPubMed
Zammit, S, Moore, THM, Lingford-Hughes, A, Barnes, TRE, Jones, PB, Burke, M, Lewis, G (2008). Effects of cannabis use on outcomes of psychotic disorders: systematic review. British Journal of Psychiatry 193, 357363.CrossRefGoogle ScholarPubMed