Three-dimensional brain growth abnormalities in childhood-onset schizophrenia visualized by using tensor-based morphometry
Open accessAbstract
Earlier studies revealed progressive cortical gray matter (GM) loss in childhood-onset schizophrenia (COS) across both lateral and medial surfaces of the developing brain. Here, we use tensor-based morphometry to visualize white matter (WM) growth abnormalities in COS throughout the brain. Using high-dimensional elastic image registration, we compared 3D maps of local WM growth rates in COS patients and healthy children over a 5-year period, based on analyzing longitudinal brain MRIs from 12 COS patients and 12 healthy controls matched for age, gender, and scan interval. COS patients showed up to 2.2% slower growth rates per year than healthy controls in WM ( P = 0.02, all P values corrected). The greatest differences were in the right hemisphere ( P = 0.006). This asymmetry was attributable to a right slower than left hemisphere growth rate mapped in COS patients ( P = 0.037) but not in healthy controls. WM growth rates reached 2.6% per year in healthy controls ( P = 0.0002). COS patients showed only a 1.3% per year trend for growth in the left hemisphere ( P = 0.066). In COS, WM growth rates were associated with improvement in the Children's Global Assessment Scale ( R = 0.64, P = 0.029). Growth rates were reduced throughout the brain in COS, but this process appeared to progress in a front-to-back (frontal-parietal) fashion, and this effect was not attributable to lower IQ. Growth rates were correlated with functional prognosis and were visualized as detailed 3D maps. Finally, these findings also confirm that the progressive GM deficits seen in schizophrenia are not the result of WM overgrowth.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
The authors' results suggest that one source of this developmental change may be the maturation of specific brain regions, including the RTPJ.
“Our results suggest that one source of this developmental change may be the maturation of specific brain regions, including the RTPJ (42, 43).”
From Disruption of the right temporoparietal junction with transcranial magnetic stimulation reduces the role of beliefs in moral judgments (2010) · cites this paper as [42]
Cites
Dynamic mapping of human cortical development during childhood through early adulthood
Gogtay, N., Giedd, J. N., Lusk, L., Hayashi, K. M., Greenstein, D., Vaituzis, A. C., Nugent, T. F., Herman, D. H., Clasen, L. S., Toga, A. W., et al. (2004) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0402680101 · Cited by 5,604 · cited 3× · see citing works
“1A) and with earlier maps of cortical maturation in adolescence, which follow a similar sequence in both brain hemispheres (11, 19).”
BackgroundSelf-citationA review of MRI findings in schizophrenia
Shenton, M. E., Dickey, C. C., Frumin, M., & McCarley, R. W. (2001) · Schizophrenia Research · doi:10.1016/s0920-9964(01)00163-3 · Cited by 2,346 · see citing works
Schizophrenia genes, gene expression, and neuropathology: on the matter of their convergence
Harrison, P. J., & Weinberger, D. R. (2005) · Molecular Psychiatry · doi:10.1038/sj.mp.4001558 · Cited by 2,020 · see citing works
Longitudinal Mapping of Cortical Thickness and Brain Growth in Normal Children
Sowell, E. R., Thompson, P. M., Leonard, C. M., Welcome, S. E., Kan, E., & Toga, A. W. (2004) · The Journal of Neuroscience · doi:10.1523/jneurosci.1798-04.2004 · Cited by 1,481 · see citing works
Self-citationSchizophrenia: Caused by a fault in programmed synaptic elimination during adolescence?
Feinberg, I. (1982) · Journal of Psychiatric Research · doi:10.1016/0022-3956(82)90038-3 · Cited by 1,395 · see citing works
Pantelis, C., Velakoulis, D., McGorry, P. D., Wood, S. J., John Suckling, A., Phillips, L., Yung, A. R., Bullmore, E. T., Brewer, W. J., Soulsby, B., et al. (2003) · The Lancet · doi:10.1016/s0140-6736(03)12323-9 · Cited by 1,309 · see citing works
Rubia, K., Overmeyer, S., Taylor, E., Brammer, M., Williams, S. C. R., Simmons, A., & Bullmore, E. T. (1999) · American Journal of Psychiatry · doi:10.1176/ajp.156.6.891 · Cited by 1,010 · see citing works
The neurodevelopmental model of schizophrenia: update 2005
Rapoport, J. L., Addington, A. M., Frangou, S., & Psych, M. R. C. (2005) · Molecular Psychiatry · doi:10.1038/sj.mp.4001642 · Cited by 993 · see citing works
Self-citationGrowth patterns in the developing brain detected by using continuum mechanical tensor maps
Thompson, P. M., Giedd, J. N., Woods, R. P., MacDonald, D., Evans, A. C., & Toga, A. W. (2000) · Nature · doi:10.1038/35004593 · Cited by 850 · see citing works
Self-citationSynaptic plasticity and dysconnection in schizophrenia
Stephan, K. E., Baldeweg, T., & Friston, K. J. (2006) · Biological Psychiatry · doi:10.1016/j.biopsych.2005.10.005 · Cited by 841 · see citing works
Thompson, P. M., Vidal, C., Giedd, J. N., Gochman, P., Blumenthal, J., Nicolson, R., Toga, A. W., & Rapoport, J. L. (2001) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.201243998 · Cited by 812 · see citing works
Self-citationWhite Matter Changes in Schizophrenia: Evidence for Myelin-Related Dysfunction
Davis, K. L., Stewart, D. G., Friedman, J. I., Buchsbaum, M., Harvey, P. D., Hof, P. R., Buxbaum, J., & Haroutunian, V. (2003) · Archives of General Psychiatry · doi:10.1001/archpsyc.60.5.443 · Cited by 793 · see citing works
Lawrie, S. M., Buechel, C., Whalley, H. C., Frith, C. D., Friston, K. J., & Johnstone, E. C. (2002) · Biological Psychiatry · doi:10.1016/s0006-3223(02)01316-1 · Cited by 529 · see citing works
A Unified Statistical Approach to Deformation-Based Morphometry
Chung, M. K., Worsley, K. J., Paus, T., Cherif, C., Collins, D. L., Giedd, J. N., Rapoport, J. L., & Evans, A. C. (2001) · NeuroImage · doi:10.1006/nimg.2001.0862 · Cited by 414 · see citing works
Self-citationProgressive Cortical Change During Adolescence in Childhood-Onset Schizophrenia
Rapoport, J. L., Giedd, J. N., Blumenthal, J. D., Hamburger, S., Jeffries, N. O., Fernandez, T., Nicolson, R., Bedwell, J. S., Lenane, M., Zijdenbos, A. P., et al. (1999) · Archives of General Psychiatry · doi:10.1001/archpsyc.56.7.649 · Cited by 388 · see citing works
Self-citationCannon, T. D., Thompson, P. M., van Erp, T. G. M., Toga, A. W., Poutanen, V.-P., HUTTUNEN, M. O., Lönnqvist, J. K., Standerskjold-Nordenstam, C.-G., Narr, K. L., Khaledy, M., et al. (2002) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.052023499 · Cited by 315 · see citing works
Self-citationDeformation-based surface morphometry applied to gray matter deformation
Chung, M. K., Worsley, K. J., Robbins, S., Paus, T., Taylor, J., Giedd, J. N., Rapoport, J. L., & Evans, A. C. (2003) · NeuroImage · doi:10.1016/s1053-8119(02)00017-4 · Cited by 277 · see citing works
Self-citationAsarnow, J. R. (1994) · Journal of Child Psychology and Psychiatry · doi:10.1111/j.1469-7610.1994.tb01280.x · Cited by 259 · see citing works
Rapoport, J. L. (1997) · Archives of General Psychiatry · doi:10.1001/archpsyc.1997.01830220013002 · Cited by 249 · see citing works
Self-citationAshtari, M., Cervellione, K. L., Hasan, K. M., Wu, J., McIlree, C., Kester, H. M., Ardekani, B. A., Roofeh, D., Szeszko, P. R., & Kumra, S. (2007) · NeuroImage · doi:10.1016/j.neuroimage.2006.10.047 · Cited by 221 · see citing works
Leow, A., Yanovsky, I., Chiang, M.-C., Lee, A. D., Klunder, A. D., Lu, A. P., Becker, J. T., Davis, S. W., Toga, A. W., & Thompson, P. M. (2007) · IEEE Transactions on Medical Imaging · doi:10.1109/tmi.2007.892646 · Cited by 209 · see citing works
Self-citation3D pattern of brain abnormalities in Williams syndrome visualized using tensor-based morphometry
Chiang, M.-C., Reiss, A. L., Lee, A. D., Bellugi, U., Galaburda, A. M., Korenberg, J. R., Mills, D. L., Toga, A. W., & Thompson, P. M. (2007) · NeuroImage · doi:10.1016/j.neuroimage.2007.04.024 · Cited by 203 · see citing works
Self-citationBrain maturational processes and delayed onset in schizophrenia
Keshavan, M. S., & Hogarty, G. E. (1999) · Development and Psychopathology · doi:10.1017/s0954579499002199 · Cited by 202 · see citing works
Cerebral grey, white matter and csf in never-medicated, first-episode schizophrenia
Chua, S. E., Cheung, C., Cheung, V., Tsang, J. T. K., Chen, E. Y. H., Wong, J. C. H., Cheung, J. P. Y., Yip, L., Tai, K.-S., John Suckling, A., et al. (2006) · Schizophrenia Research · doi:10.1016/j.schres.2006.09.009 · Cited by 188 · see citing works
Leow, A., Huang, S., Geng, A., Becker, J. T., Davis, S. W., Toga, A. W., & Thompson, P. M. (2005) · Lecture notes in computer science · doi:10.1007/11505730_41 · Cited by 170 · see citing works
Self-citationDynamically Spreading Frontal and Cingulate Deficits Mapped in Adolescents With Schizophrenia
Vidal, C. N., Rapoport, J. L., Hayashi, K. M., Geaga, J. A., Sui, Y., McLemore, L. E., Alaghband, Y., Giedd, J. N., Gochman, P., Blumenthal, J. D., et al. (2006) · Archives of General Psychiatry · doi:10.1001/archpsyc.63.1.25 · Cited by 165 · see citing works
Self-citationCortical Brain Development in Nonpsychotic Siblings of Patients With Childhood-Onset Schizophrenia
Gogtay, N., GREENSTEIN, D. K., Lenane, M., CLASEN, L. S., Sharp, W. S., Gochman, P., Butler, P., Evans, A. C., & Rapoport, J. L. (2007) · Archives of General Psychiatry · doi:10.1001/archpsyc.64.7.772 · Cited by 165 · see citing works
Self-citationDynamic mapping of cortical development before and after the onset of pediatric bipolar illness
Gogtay, N., Ordóñez, A. E., Herman, D. H., Hayashi, K. M., GREENSTEIN, D. K., Vaituzis, C., Lenane, M., CLASEN, L. S., Sharp, W. S., Giedd, J. N., et al. (2007) · Journal of Child Psychology and Psychiatry · doi:10.1111/j.1469-7610.2007.01747.x · Cited by 163 · see citing works
Self-citationFocal white matter density changes in schizophrenia: reduced inter-hemispheric connectivity
Pol, H. E. H., Schnack, H. G., Mandl, R. C. W., Cahn, W., Collins, D. L., Evans, A. C., & Kahn, R. S. (2003) · NeuroImage · doi:10.1016/j.neuroimage.2003.09.026 · Cited by 159 · see citing works
An Optimized Individual Target Brain in the Talairach Coordinate System
Kochunov, P., Lancaster, J., Thompson, P., Toga, A. W., Brewer, P., Hardies, J., & Fox, P. (2002) · NeuroImage · doi:10.1016/s1053-8119(02)91084-0 · Cited by 158 · see citing works
Self-citationChildhood onset schizophrenia: cortical brain abnormalities as young adults
GREENSTEIN, D. K., Lerch, J. P., Shaw, P., CLASEN, L. S., Giedd, J. N., Gochman, P., Rapoport, J. L., & Gogtay, N. (2006) · Journal of Child Psychology and Psychiatry · doi:10.1111/j.1469-7610.2006.01658.x · Cited by 149 · see citing works
Self-citationNarr, K. L., Thompson, P. M., Sharma, T., Moussai, J., Blanton, R. E., Anvar, B., Edris, A., Krupp, R., Rayman, J., Khaledy, M., et al. (2001) · Biological Psychiatry · doi:10.1016/s0006-3223(00)01120-3 · Cited by 137 · see citing works
Self-citationZhou, S.-Y., Suzuki, M., Hagino, H., Takahashi, T., Kawasaki, Y., Nohara, S., Yamashita, I., Seto, H., & Kurachi, M. (2003) · Biological Psychiatry · doi:10.1016/s0006-3223(03)00007-6 · Cited by 131 · see citing works
Sex differences in neuroanatomical and clinical correlations in schizophrenia
Cowell, P. E., Kostianovsky, D. J., Gur, R. C., Turetsky, B. I., & Gur, R. E. (1996) · American Journal of Psychiatry · doi:10.1176/ajp.153.6.799 · Cited by 122 · see citing works
Kumra, S., Ashtari, M., Cervellione, K. L., Henderson, I., Kester, H. M., Roofeh, D., Wu, J., Clarke, T. L., Thaden, E. P., & Kane, J. M. (2005) · Journal of the American Academy of Child & Adolescent Psychiatry · doi:10.1097/01.chi.0000170553.15798.94 · Cited by 122 · see citing works
Dysregulated brain development in adult men with schizophrenia: a magnetic resonance imaging study
Bartzokis, G., Nuechterlein, K. H., Lu, P., Gitlin, M. J., Rogers, S., & Mintz, J. (2003) · Biological Psychiatry · doi:10.1016/s0006-3223(02)01835-8 · Cited by 114 · see citing works
Witthaus, H., Brüne, M., Kaufmann, C., Böhner, G., Özgürdal, S., Gudlowski, Y., Heinz, A., Klingebiel, R., & Juckel, G. (2008) · Schizophrenia Research · doi:10.1016/j.schres.2008.03.022 · Cited by 82 · see citing works
Detecting brain growth patterns in normal children using tensor‐based morphometry
Hua, X., Leow, A., Levitt, J. G., Caplan, R., Thompson, P. M., & Toga, A. W. (2007) · Human Brain Mapping · doi:10.1002/hbm.20498 · Cited by 77 · see citing works
Self-citation3D pattern of brain abnormalities in Fragile X syndrome visualized using tensor-based morphometry
Lee, A. D., Leow, A., Lu, A. P., Reiss, A. L., Hall, S. S., Chiang, M.-C., Toga, A. W., & Thompson, P. M. (2006) · NeuroImage · doi:10.1016/j.neuroimage.2006.09.043 · Cited by 69 · see citing works
Self-citationThompson, P. M., Mega, M. S., Vidal, C., Rapoport, J. L., & Toga, A. W. (2001) · Lecture Notes in Computer Science · doi:10.1007/3-540-45729-1_52 · Cited by 67 · see citing works
Self-citationDynamic mapping of hippocampal development in childhood onset schizophrenia
NUGENTIII, T., Herman, D. H., Ordóñez, A. E., GREENSTEIN, D., HAYASHI, K., Lenane, M., CLASEN, L. S., JUNG, D., Toga, A. W., & Giedd, J. N. (2006) · Schizophrenia Research · doi:10.1016/j.schres.2006.10.014 · Cited by 60 · see citing works
Self-citationCorpus callosum development in childhood-onset schizophrenia
Keller, A., Jeffries, N. O., Blumenthal, J. D., CLASEN, L. S., Liu, H., Giedd, J. N., & Rapoport, J. L. (2003) · Schizophrenia Research · doi:10.1016/s0920-9964(02)00354-7 · Cited by 50 · see citing works
Self-citationRemission Status and Cortical Thickness in Childhood-Onset Schizophrenia
GREENSTEIN, D. K., Wolfe, S., Gochman, P., Rapoport, J. L., & Gogtay, N. (2008) · Journal of the American Academy of Child & Adolescent Psychiatry · doi:10.1097/chi.0b013e3181825b0c · Cited by 24 · see citing works
Self-citation
Flagged first, then by citations
Cited by
Sorted by citations
Structural MRI of pediatric brain development: what have we learned and where are we going?
Giedd, J. N., & Rapoport, J. L. (2010) · Neuron · doi:10.1016/j.neuron.2010.08.040 · Cited by 836 · see citing works
Self-citationNeurodevelopmental model of schizophrenia: update 2012
Rapoport, J. L., Giedd, J. N., & Gogtay, N. (2012) · Molecular Psychiatry · doi:10.1038/mp.2012.23 · Cited by 790 · see citing works
Self-citationInflammation in schizophrenia: pathogenetic aspects and therapeutic considerations.
Müller, N. (2018) · Schizophrenia Bulletin · doi:10.1093/schbul/sby024 · Cited by 648 · see citing works
Young, L., Camprodon, J. A., Hauser, M., Pascual-Leone, A., & Saxe, R. (2010) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0914826107 · Cited by 584 · see citing works
Alexander-Bloch, A. F., Gogtay, N., Meunier, D., Birn, R., Clasen, L., Lalonde, F., Lenroot, R., Giedd, J., & Bullmore, E. T. (2010) · Frontiers in Systems Neuroscience · doi:10.3389/fnsys.2010.00147 · Cited by 480 · see citing works
Self-citationGrowth of white matter in the adolescent brain: Myelin or axon?
Paus, T. (2010) · Brain and Cognition · doi:10.1016/j.bandc.2009.06.002 · Cited by 424 · see citing works
Giedd, J. N., Raznahan, A., Alexander-Bloch, A., Schmitt, E., Gogtay, N., & Rapoport, J. L. (2015) · Neuropsychopharmacology · doi:10.1038/npp.2014.236 · Cited by 297 · see citing works
Self-citationAutism As a Disorder of High Intelligence
Crespi, B. J. (2016) · Frontiers in Neuroscience · doi:10.3389/fnins.2016.00300 · Cited by 156 · see citing works
Sun, Y., Yin, Q., Fang, R., Yan, X., Wang, Y., Bezerianos, A., Tang, H., Miao, F., & Sun, J. (2014) · PLoS ONE · doi:10.1371/journal.pone.0096505 · Cited by 122 · see citing works
Brouwer, R. M., Mandl, R. C. W., Schnack, H. G., van Soelen, I. L. C., van Baal, G. C., Peper, J. S., Kahn, R. S., Boomsma, D. I., & Pol, H. E. H. (2012) · PLoS ONE · doi:10.1371/journal.pone.0032316 · Cited by 107 · see citing works
da Silveira, V. T., de Castro Medeiros, D., Ropke, J., Guidine, P. A., Rezende, G. H., Moraes, M. F. D., Mendes, E. M. A. M., Macedo, D., Moreira, F. A., & de Oliveira, A. C. P. (2017) · International Journal of Developmental Neuroscience · doi:10.1016/j.ijdevneu.2017.01.009 · Cited by 51 · see citing works
Brain imaging findings in children and adolescents with mental disorders: a cross-sectional review
Mana, S., Paillère Martinot, M.-L., & Martinot, J.-L. (2010) · European Psychiatry · doi:10.1016/j.eurpsy.2010.04.010 · Cited by 40 · see citing works
- Authors
- Gogtay, N., Lu, A., Leow, A. D., Klunder, A. D., Lee, A. D., Chavez, A., Greenstein, D., Giedd, J. N., Toga, A. W., Rapoport, J. L., & Thompson, P. M.
- Affiliations
- National Institute of Mental Health (US)
- Laboratory of Neuro Imaging and
- University of California, Los Angeles (US)
- *Child Psychiatry Branch, National Institute of Mental Health, Bethesda, MD 20892; and
- Venue
- Proceedings of the National Academy of Sciences
- Publisher
- National Academy of Sciences
- Published
- 2008-10-14
- Volume
- 105
- Issue
- 41
- Pages
- 15979-15984
- ISSN
- 0027-8424 (ISSN-L)
- 1091-6490
- PMC
- PMC2566993
- OpenAlex
- W1987670570
- Cited by
- 125
- References
- 43
- Citations by year
- 2026: 2 · 2025: 1 · 2024: 5 · 2022: 2 · 2021: 4 · 2020: 2 · 2019: 4 · 2018: 2 · 2017: 4 · 2016: 12 · 2015: 8 · 2014: 14 · 2013: 9 · 2012: 14
- FWCI
- 9.34
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Locations
- Proceedings of the National Academy of Sciences (publishedVersion)
- PubMed Central (publishedVersion)
- PubMed (publishedVersion)
- Funders
- National Institute on Aging (AG-016570, P50AG016570)
- National Institute of Biomedical Imaging and Bioengineering (EB 01651)
- U.S. National Library of Medicine
- National Center for Research Resources (EB01651, R21RR019771, AG016570, RR019771)
- Topics
- Health Sciences › Medicine › Psychiatry and Mental health › Schizophrenia research and treatment
- Health Sciences › Medicine › Radiology, Nuclear Medicine and Imaging › Advanced Neuroimaging Techniques and Applications
- Life Sciences › Neuroscience › Cognitive Neuroscience › Functional Brain Connectivity Studies
- Keywords
- childhood schizophrenia, hemispheric lateralization, longitudinal brain MRI, Children's Global Assessment Scale, functional prognosis, gray matter loss, elastic registration
- MeSH terms
- Adolescent, Brain, Brain Mapping, Cerebral Cortex, Child, Humans, Magnetic Resonance Imaging, Schizophrenia, Childhood, Case-Control Studies, Nerve Fibers, Unmyelinated
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review