Abstract
Background
22q11.2 Deletion Syndrome (22q11DS) is considered to be a promising cohort to explore biomarkers of schizophrenia risk based on a 30 % probability of developing schizophrenia in adulthood. In this study, we investigated abnormalities in the microstructure of white matter in adolescents with 22q11DS and their specificity to prodromal symptoms of schizophrenia.
Methods
Diffusion Magnetic Resonance Imaging (dMRI) data were acquired from 50 subjects with 22q11DS (9 with and 41 without prodromal psychotic symptoms), and 47 matched healthy controls (mean age 18 +/−2 years). DMRI measures, including fractional anisotropy (FA), mean diffusivity (MD), axial diffusivity (AD), and radial diffusivity (RD) were calculated and compared between groups using the Tract Based Spatial Statistics (TBSS) method. Additionally, correlations between dMRI measures and scores on positive symptoms were performed.
Results
Reductions in MD, AD and RD (but not FA) were found in the corpus callosum (CC), left and right superior longitudinal fasciculus (SLF), and left and right corona radiata in the entire 22q11DS group. In addition, the 22q11DS subgroup with prodromal symptoms showed reductions in AD and MD, but no changes in RD when compared to the non-prodromal subgroup, in CC, right SLF, right corona radiata and right internal capsule. Finally, AD values in these tracts correlated with the scores on the psychosis subscale.
Conclusion
Microstructural abnormalities in brain white matter are present in adolescent subjects with prodromal psychotic symptoms.
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References
Anderson, D., Ardekani, B. A., Burdick, K. E., Robinson, D. G., John, M., Malhotra, A. K., et al. (2013). Overlapping and distinct gray and white matter abnormalities in schizophrenia and bipolar I disorder. Bipolar Disorders, 15(6), 680–693. doi:10.1111/bdi.12096.
Barnea-Goraly, N., Menon, V., Krasnow, B., Ko, A., Reiss, A., & Eliez, S. (2003). Investigation of white matter structure in velocardiofacial syndrome: a diffusion tensor imaging study. The American Journal of Psychiatry, 160(10), 1863–1869.
Barnea-Goraly, N., Eliez, S., Menon, V., Bammer, R., & Reiss, A. L. (2005). Arithmetic ability and parietal alterations: a diffusion tensor imaging study in velocardiofacial syndrome. Brain Research. Cognitive Brain Research, 25(3), 735–740.
Bayer, T. A., Falkai, P., & Maier, W. (1999). Genetic and non-genetic vulnerability factors in schizophrenia: the basis of the “two hit hypothesis”. Journal of Psychiatric Research, 33(6), 543–548.
Beaulieu, C. (2002). The basis of anisotropic water diffusion in the nervous system - a technical review. [Research Support, Non-U.S. Gov’t Review]. NMR in Biomedicine, 15(7–8), 435–455. doi:10.1002/nbm.782.
Borgwardt, S. J., McGuire, P. K., Aston, J., Gschwandtner, U., Pfluger, M. O., Stieglitz, R. D., et al. (2008). Reductions in frontal, temporal and parietal volume associated with the onset of psychosis. Schizophrenia Research, 106(2–3), 108–114. doi:10.1016/j.schres.2008.08.007.
Budde, M. D., Xie, M., Cross, A. H., & Song, S. K. (2009). Axial diffusivity is the primary correlate of axonal injury in the experimental autoimmune encephalomyelitis spinal cord: a quantitative pixelwise analysis. The Journal of Neuroscience, 29(9), 2805–2813.
Cannon, T. D., Thompson, P. M., van Erp, T. G., Toga, A. W., Poutanen, V. P., Huttunen, M., et al. (2002). Cortex mapping reveals regionally specific patterns of genetic and disease-specific gray-matter deficits in twins discordant for schizophrenia. Proceedings of the National Academy of Sciences of the United States of America, 99(5), 3228–3233. doi:10.1073/pnas.052023499.
Cannon, T. D., Chung, Y., He, G., Sun, D., Jacobson, A., van Erp, T. G., et al. (2015). Progressive reduction in cortical thickness as psychosis develops: a multisite longitudinal neuroimaging study of youth at elevated clinical risk. Biological Psychiatry, 77(2), 147–157. doi:10.1016/j.biopsych.2014.05.023.
Clemm von Hohenberg, C., Pasternak, O., Kubicki, M., Ballinger, T., Vu, M. A., Swisher, T., et al. (2014). White matter microstructure in individuals at clinical high risk of psychosis: a whole-brain diffusion tensor imaging study. Schizophrenia Bulletin, 40(4), 895–903. doi:10.1093/schbul/sbt079.
Cohen, J. (1988). Statistical power analysis for the behavioral sciences (2nd ed.). New Jersey: Lawrence Erlbaum Associates.
da Silva Alves, F., Schmitz, N., Bloemen, O., van der Meer, J., Meijer, J., Boot, E., et al. (2011). White matter abnormalities in adults with 22q11 deletion syndrome with and without schizophrenia. [research support, non-U.S. Gov’t. Schizophrenia Research, 132(1), 75–83. doi:10.1016/j.schres.2011.07.017.
Della Nave, R., Foresti, S., Tessa, C., Moretti, M., Ginestroni, A., Gavazzi, C., et al. (2004). ADC mapping of neurodegeneration in the brainstem and cerebellum of patients with progressive ataxias. NeuroImage, 22(2), 698–705. doi:10.1016/j.neuroimage.2004.01.035.
Deng, Y., Goodrich-Hunsaker, N. J., Cabaral, M., Amaral, D. G., Buonocore, M. H., Harvey, D., et al. (2015). Disrupted fornix integrity in children with chromosome 22q11.2 deletion syndrome. Psychiatry Research, 232(1), 106–114. doi:10.1016/j.pscychresns.2015.02.002.
Ettinger, U., Schmechtig, A., Toulopoulou, T., Borg, C., Orrells, C., Owens, S., et al. (2012). Prefrontal and striatal volumes in monozygotic twins concordant and discordant for schizophrenia. Schizophrenia Bulletin, 38(1), 192–203. doi:10.1093/schbul/sbq060.
Feinberg, I. (1982). Schizophrenia: caused by a fault in programmed synaptic elimination during adolescence? Journal of Psychiatric Research, 17(4), 319–334.
Guo, W., Liu, F., Liu, Z., Gao, K., Xiao, C., Chen, H., et al. (2012). Right lateralized white matter abnormalities in first-episode, drug-naive paranoid schizophrenia. Neuroscience Letters, 531(1), 5–9. doi:10.1016/j.neulet.2012.09.033.
Henze, R., Brunner, R., Thiemann, U., Parzer, P., Klein, J., Resch, F., et al. (2012). White matter alterations in the corpus callosum of adolescents with first-admission schizophrenia. Neuroscience Letters, 513(2), 178–182. doi:10.1016/j.neulet.2012.02.032.
Jalbrzikowski, M., Villalon-Reina, J. E., Karlsgodt, K. H., Senturk, D., Chow, C., Thompson, P. M., et al. (2014). Altered white matter microstructure is associated with social cognition and psychotic symptoms in 22q11.2 microdeletion syndrome. Frontiers in Behavioral Neuroscience, 8, 393. doi:10.3389/fnbeh.2014.00393.
Jones, P. B., Harvey, I., Lewis, S. W., Toone, B. K., Van Os, J., Williams, M., et al. (1994). Cerebral ventricle dimensions as risk factors for schizophrenia and affective psychosis: an epidemiological approach to analysis. Psychological Medicine, 24(4), 995–1011.
Karayiorgou, M., Morris, M. A., Morrow, B., Shprintzen, R. J., Goldberg, R., Borrow, J., et al. (1995). Schizophrenia susceptibility associated with interstitial deletions of chromosome 22q11. Proceedings of the National Academy of Sciences of the United States of America, 92(17), 7612–7616.
Kates, W. R., Burnette, C. P., Jabs, E. W., Rutberg, J., Murphy, A. M., Grados, M., et al. (2001). Regional cortical white matter reductions in velocardiofacial syndrome: a volumetric MRI analysis. Biological Psychiatry, 49(8), 677–684.
Kates, W. R., Burnette, C. P., Bessette, B. A., Folley, B. S., Strunge, L., Jabs, E. W., et al. (2004). Frontal and caudate alterations in velocardiofacial syndrome (deletion at chromosome 22q11.2). Journal of Child Neurology, 19(5), 337–342.
Kates, W. R., Olszewski, A. K., Gnirke, M. H., Kikinis, Z., Nelson, J., Antshel, K. M., et al. (2015). White matter microstructural abnormalities of the cingulum bundle in youths with 22q11.2 deletion syndrome: associations with medication, neuropsychological function, and prodromal symptoms of psychosis. Schizophrenia Research, 161(1), 76–84. doi:10.1016/j.schres.2014.07.010.
Kaufman, J., Birmaher, B., Brent, D., Rao, U., Flynn, C., Moreci, P., et al. (1997). Schedule for affective disorders and schizophrenia for school-age children-present and lifetime version (K-SADS-PL): initial reliability and validity data. Journal of the American Academy of Child and Adolescent Psychiatry, 36(7), 980–988. doi:10.1097/00004583-199707000-00021.
Kikinis, Z., Asami, T., Bouix, S., Finn, C. T., Ballinger, T., Tworog-Dube, E., et al. (2012). Reduced fractional anisotropy and axial diffusivity in white matter in 22q11.2 deletion syndrome: a pilot study. Schizophrenia Research, 141(1), 35–39. doi:10.1016/j.schres.2012.06.032.
Klawiter, E. C., Schmidt, R. E., Trinkaus, K., Liang, H. F., Budde, M. D., Naismith, R. T., et al. (2011). Radial diffusivity predicts demyelination in ex vivo multiple sclerosis spinal cords. Neuroimage.
Knochel, C., Oertel-Knochel, V., Schonmeyer, R., Rotarska-Jagiela, A., van de Ven, V., Prvulovic, D., et al. (2012). Interhemispheric hypoconnectivity in schizophrenia: fiber integrity and volume differences of the corpus callosum in patients and unaffected relatives. NeuroImage, 59(2), 926–934. doi:10.1016/j.neuroimage.2011.07.088.
Kochunov, P., & Hong, L. E. (2014). Neurodevelopmental and neurodegenerative models of schizophrenia: white matter at the center stage. Schizophrenia Bulletin, 40(4), 721–728. doi:10.1093/schbul/sbu070.
Kochunov, P., Glahn, D. C., Lancaster, J., Thompson, P. M., Kochunov, V., Rogers, B., et al. (2011). Fractional anisotropy of cerebral white matter and thickness of cortical gray matter across the lifespan. NeuroImage, 58(1), 41–49. doi:10.1016/j.neuroimage.2011.05.050.
Kubicki, M., Park, H., Westin, C. F., Nestor, P. G., Mulkern, R. V., Maier, S. E., et al. (2005). DTI and MTR abnormalities in schizophrenia: analysis of white matter integrity. NeuroImage, 26(4), 1109–1118.
Lebel, C., & Beaulieu, C. (2011). Longitudinal development of human brain wiring continues from childhood into adulthood. [Research Support, Non-U.S. Gov’t]. The Journal of Neuroscience: The Official Journal of the Society for Neuroscience, 31(30), 10937–10947. doi:10.1523/JNEUROSCI.5302–10.2011.
Lebel, C., Gee, M., Camicioli, R., Wieler, M., Martin, W., & Beaulieu, C. (2012). Diffusion tensor imaging of white matter tract evolution over the lifespan. [Research Support, Non-U.S. Gov’t]. NeuroImage, 60(1), 340–352. doi:10.1016/j.neuroimage.2011.11.094.
Lencz, T., Smith, C. W., Auther, A. M., Correll, C. U., & Cornblatt, B. A. (2003). The assessment of “prodromal schizophrenia”: unresolved issues and future directions. Schizophrenia Bulletin, 29(4), 717–728.
Lewis, D. A., & Levitt, P. (2002). Schizophrenia as a disorder of neurodevelopment. Annual Review of Neuroscience, 25, 409–432. doi:10.1146/annurev.neuro.25.112701.142754.
Miller, T. J., McGlashan, T. H., Rosen, J. L., Cadenhead, K., Cannon, T., Ventura, J., et al. (2003). Prodromal assessment with the structured interview for prodromal syndromes and the scale of prodromal symptoms: predictive validity, interrater reliability, and training to reliability. Schizophrenia Bulletin, 29(4), 703–715.
Murphy, K. C., Jones, L. A., & Owen, M. J. (1999). High rates of schizophrenia in adults with velo-cardio-facial syndrome. Archives of General Psychiatry, 56(10), 940–945.
Overall JE, G. D. (1962). The Brief Psychiatric Rating Scale. Psychological Reports, 10, 799–812.
Owen, M. J., O’Donovan, M. C., Thapar, A., & Craddock, N. (2011). Neurodevelopmental hypothesis of schizophrenia. The British Journal of Psychiatry, 198(3), 173–175. doi:10.1192/bjp.bp.110.084384.
Pantelis, C., Yucel, M., Wood, S. J., Velakoulis, D., Sun, D., Berger, G., et al. (2005). Structural brain imaging evidence for multiple pathological processes at different stages of brain development in schizophrenia. Schizophrenia Bulletin, 31(3), 672–696. doi:10.1093/schbul/sbi034.
Perlstein, M. D., Chohan, M. R., Coman, I. L., Antshel, K. M., Fremont, W. P., Gnirke, M. H., et al. (2014). White matter abnormalities in 22q11.2 deletion syndrome: preliminary associations with the Nogo-66 receptor gene and symptoms of psychosis. Schizophrenia Research, 152(1), 117–123. doi:10.1016/j.schres.2013.11.015.
Radoeva, P. D., Coman, I. L., Antshel, K. M., Fremont, W., McCarthy, C. S., Kotkar, A., et al. (2012). Atlas-based white matter analysis in individuals with velo-cardio-facial syndrome (22q11.2 deletion syndrome) and unaffected siblings. Behavioral and brain functions: BBF, 8(1), 38, doi:10.1186/1744-9081-8-38.
Rapoport, J. L., Giedd, J. N., & Gogtay, N. (2012). Neurodevelopmental model of schizophrenia: update 2012. Molecular Psychiatry, 17(12), 1228–1238. doi:10.1038/mp.2012.23.
Samartzis, L., Dima, D., Fusar-Poli, P., & Kyriakopoulos, M. (2014). White matter alterations in early stages of schizophrenia: a systematic review of diffusion tensor imaging studies. Journal of neuroimaging: official journal of the American Society of Neuroimaging, 24(2), 101–110. doi:10.1111/j.1552–6569.2012.00779.x.
Schneider, M., Schaer, M., Mutlu, A. K., Menghetti, S., Glaser, B., Debbane, M., et al. (2014). Clinical and cognitive risk factors for psychotic symptoms in 22q11.2 deletion syndrome: a transversal and longitudinal approach. European Child & Adolescent Psychiatry, 23(6), 425–436. doi:10.1007/s00787–013–0469-8.
Senda, J., Watanabe, H., Tsuboi, T., Hara, K., Watanabe, H., Nakamura, R., et al. (2012). MRI mean diffusivity detects widespread brain degeneration in multiple sclerosis. Journal of the Neurological Sciences, 319(1–2), 105–110. doi:10.1016/j.jns.2012.04.019.
Simon, T. J., Ding, L., Bish, J. P., McDonald-McGinn, D. M., Zackai, E. H., & Gee, J. (2005). Volumetric, connective, and morphologic changes in the brains of children with chromosome 22q11.2 deletion syndrome: an integrative study. NeuroImage, 25(1), 169–180.
Smith, S. M. (2002). Fast robust automated brain extraction. Human Brain Mapping, 17(3), 143–155. doi:10.1002/hbm.10062.
Smith, S. M., Jenkinson, M., Johansen-Berg, H., Rueckert, D., Nichols, T. E., Mackay, C. E., et al. (2006). Tract-based spatial statistics: voxelwise analysis of multi-subject diffusion data. NeuroImage, 31(4), 1487–1505.
Song, S. K., Sun, S. W., Ramsbottom, M. J., Chang, C., Russell, J., & Cross, A. H. (2002). Dysmyelination revealed through MRI as increased radial (but unchanged axial) diffusion of water. NeuroImage, 17(3), 1429–1436.
Sun, D., Phillips, L., Velakoulis, D., Yung, A., McGorry, P. D., Wood, S. J., et al. (2009). Progressive brain structural changes mapped as psychosis develops in ‘at risk’ individuals. Schizophrenia Research, 108(1–3), 85–92. doi:10.1016/j.schres.2008.11.026.
Sundram, F., Campbell, L. E., Azuma, R., Daly, E., Bloemen, O. J., Barker, G. J., et al. (2010). White matter microstructure in 22q11 deletion syndrome: a pilot diffusion tensor imaging and voxel-based morphometry study of children and adolescents. Journal of Neurodevelopmental Disorders, 2(2), 77–92. doi:10.1007/s11689–010–9043-6.
Villalon-Reina, J., Jahanshad, N., Beaton, E., Toga, A. W., Thompson, P. M., & Simon, T. J. (2013). White matter microstructural abnormalities in girls with chromosome 22q11.2 deletion syndrome, Fragile X or Turner syndrome as evidenced by diffusion tensor imaging. NeuroImage, 81, 441–454. doi:10.1016/j.neuroimage.2013.04.028.
Wechsler, D. (1991). The Wechsler Intelligence Scale for Children-3rd edition. San Antonio, TX: The Psychological Corporation.
Wechsler, D. (1994). Wechsler Adult Intelligence Scale-3rd edition. San Antonio, TX: The Psychological Corporation.
Weinberger, D. R., & Lipska, B. K. (1995). Cortical maldevelopment, anti-psychotic drugs, and schizophrenia: a search for common ground. Schizophrenia Research, 16(2), 87–110.
Whitford, T. J., Kubicki, M., Schneiderman, J. S., O’Donnell, L. J., King, R., Alvarado, J. L., et al. (2010). Corpus Callosum abnormalities and their association with psychotic symptoms in patients with schizophrenia. Biological Psychiatry, 68(1), 70–77.
Acknowledgment
This work was supported by grants from the National Institute of Mental Health R01MH064824 (to WRK), R21MH106793 (to ZK), R01 MH102377 (to MK), VA Merit Award (to MES).
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All procedures followed were in accordance with the ethical standards of the responsible committee on human experimentation (institutional and national) and with the Helsinki Declaration of 1975, and the applicable revisions at the time of the investigation. Informed consent was obtained from all patients for being included in the study.
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Endnote: A preliminary analysis of this study has been included in an abstract for the 2014 meeting of the International Society for Developmental Neuroscience.
Martha E. Shenton and Wendy R. Kates Equal Last Authorship
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Kikinis, Z., Cho, K.I.K., Coman, I.L. et al. Abnormalities in brain white matter in adolescents with 22q11.2 deletion syndrome and psychotic symptoms. Brain Imaging and Behavior 11, 1353–1364 (2017). https://doi.org/10.1007/s11682-016-9602-x
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DOI: https://doi.org/10.1007/s11682-016-9602-x