Evidence for abnormalities of cortical development in adolescent-onset schizophrenia

Voxel-Based Morphometry (VBM) identifies differences in grey matter brain structure in patients with schizophrenia relative to healthy controls, with particularly prominent differences found in patients with the more severe, adolescent-onset form of the disease. However, as VBM is sensitive to a combination of changes in grey matter thickness, intensity and folding, specific neuropathological interpretations are not possible. Here, we attempt to more precisely define cortical changes in 25 adolescent-onset schizophrenic patients and 25 age- and sex-matched healthy volunteers using Surface-Based Morphometry (SBM) to disambiguate the relative contributions of cortical thickness and surface area differences to changes in regional grey matter (GM) density measured with VBM. Cortical changes in schizophrenia were widespread, including particularly the prefrontal cortex and superior temporal gyrus. Nine regions of apparent reduction in GM density in patients relative to healthy matched controls were found using VBM that were not found with SBM-derived cortical thickness measures. In Regions of Interest (ROIs) derived from the VBM group results, we confirmed that local surface area differences accounted for these VBM changes. Our results emphasize widespread, but focally distinct cortical pathology in adolescent-onset schizophrenia. Evidence for changes in local surface area (as opposed to simply cortical thinning) is consistent with a neurodevelopmental contribution to the underlying neuropathology of the disease.

[1]  Thomas E. Nichols,et al.  Nonparametric permutation tests for functional neuroimaging: A primer with examples , 2002, Human brain mapping.

[2]  J. Manjón,et al.  Schizophrenia with auditory hallucinations: A voxel-based morphometry study , 2008, Progress in Neuro-Psychopharmacology and Biological Psychiatry.

[3]  Thomas E. Nichols,et al.  Thresholding of Statistical Maps in Functional Neuroimaging Using the False Discovery Rate , 2002, NeuroImage.

[4]  S. Heckers,et al.  Abnormal cortical folding patterns within Broca's area in schizophrenia: Evidence from structural MRI , 2007, Schizophrenia Research.

[5]  Eve C. Johnstone,et al.  Increased Prefrontal Gyrification in a Large High-Risk Cohort Characterizes Those Who Develop Schizophrenia and Reflects Abnormal Prefrontal Development , 2007, Biological Psychiatry.

[6]  W. Honer,et al.  Reduced basal ganglia volumes after switching to olanzapine in chronically treated patients with schizophrenia. , 2004, The American journal of psychiatry.

[7]  Anders M. Dale,et al.  A hybrid approach to the Skull Stripping problem in MRI , 2001, NeuroImage.

[8]  David N. Kennedy,et al.  Human cerebral cortex: A system for the integration of volume- and surface-based representations , 2006, NeuroImage.

[9]  Mark W. Woolrich,et al.  Advances in functional and structural MR image analysis and implementation as FSL , 2004, NeuroImage.

[10]  Ron Kikinis,et al.  Cavum septi pellucidi in first-episode schizophrenia and first-episode affective psychosis: an MRI study , 2004, Schizophrenia Research.

[11]  Sun I. Kim,et al.  Gender difference analysis of cortical thickness in healthy young adults with surface-based methods , 2006, NeuroImage.

[12]  Anders M. Dale,et al.  An automated labeling system for subdividing the human cerebral cortex on MRI scans into gyral based regions of interest , 2006, NeuroImage.

[13]  Adam M. Brickman,et al.  Cortical intercorrelations of temporal area volumes in schizophrenia , 2005, Schizophrenia Research.

[14]  Paul J. Harrison,et al.  Schizophrenia genes, gene expression, and neuropathology: on the matter of their convergence , 2005, Molecular Psychiatry.

[15]  Paul J. Harrison The neuropathology of schizophrenia , 2008 .

[16]  K O Lim,et al.  Progressive brain volume changes and the clinical course of schizophrenia in men: a longitudinal magnetic resonance imaging study. , 2001, Archives of general psychiatry.

[17]  R. Woods,et al.  Cortical Thinning in Cingulate and Occipital Cortices in First Episode Schizophrenia , 2005, Biological Psychiatry.

[18]  R. C. Oldfield The assessment and analysis of handedness: the Edinburgh inventory. , 1971, Neuropsychologia.

[19]  A. Dale,et al.  High‐resolution intersubject averaging and a coordinate system for the cortical surface , 1999, Human brain mapping.

[20]  Daniel H. Mathalon,et al.  Correction for head size in brain-imaging measurements , 1993, Psychiatry Research: Neuroimaging.

[21]  Karl J. Friston,et al.  Automatic Differentiation of Anatomical Patterns in the Human Brain: Validation with Studies of Degenerative Dementias , 2002, NeuroImage.

[22]  John H. Gilmore,et al.  Apoptotic mechanisms and the synaptic pathology of schizophrenia , 2006, Schizophrenia Research.

[23]  Richard Coppola,et al.  Regional change in brain morphometry in schizophrenia associated with antipsychotic treatment , 2006, Psychiatry Research: Neuroimaging.

[24]  Derek K. Jones,et al.  The effect of filter size on VBM analyses of DT-MRI data , 2005, NeuroImage.

[25]  Alan C. Evans,et al.  Brain development during childhood and adolescence: a longitudinal MRI study , 1999, Nature Neuroscience.

[26]  A. Dale,et al.  Cortical Surface-Based Analysis II: Inflation, Flattening, and a Surface-Based Coordinate System , 1999, NeuroImage.

[27]  Stephen M. Lawrie,et al.  Distinguishing vulnerability, prediction, and progression in the preschizophrenic brain. , 2007 .

[28]  Stephen M. Smith,et al.  A global optimisation method for robust affine registration of brain images , 2001, Medical Image Anal..

[29]  Marianna D. Eddy,et al.  Regionally localized thinning of the cerebral cortex in schizophrenia , 2003, Schizophrenia Research.

[30]  C. Büchel,et al.  Neuroanatomy of "hearing voices": a frontotemporal brain structural abnormality associated with auditory hallucinations in schizophrenia. , 2004, Cerebral cortex.

[31]  Kilian M. Pohl,et al.  Neocortical Gray Matter Volume in First-Episode Schizophrenia and First-Episode Affective Psychosis: A Cross-Sectional and Longitudinal MRI Study , 2007, Biological Psychiatry.

[32]  Brian D. Ripley,et al.  Modern Applied Statistics with S Fourth edition , 2002 .

[33]  K. Vogeley,et al.  Disturbed gyrification of the prefrontal region in male schizophrenic patients: A morphometric postmortem study. , 2000, The American journal of psychiatry.

[34]  Daniel Rueckert,et al.  Nonrigid registration using free-form deformations: application to breast MR images , 1999, IEEE Transactions on Medical Imaging.

[35]  R. Woods,et al.  Mapping cortical thickness and gray matter concentration in first episode schizophrenia. , 2005, Cerebral cortex.

[36]  N. Ryan,et al.  Schedule for Affective Disorders and Schizophrenia for School-Age Children-Present and Lifetime Version (K-SADS-PL): initial reliability and validity data. , 1997, Journal of the American Academy of Child and Adolescent Psychiatry.

[37]  David A Lewis,et al.  Catching Up on Schizophrenia Natural History and Neurobiology , 2000, Neuron.

[38]  Karl J. Friston,et al.  A Voxel-Based Method for the Statistical Analysis of Gray and White Matter Density Applied to Schizophrenia , 1995, NeuroImage.

[39]  Nikos Makris,et al.  Neuroanatomic substrates of sex differences in language dysfunction in schizophrenia: A pilot study , 2007, Schizophrenia Research.

[40]  Paul J. Harrison,et al.  Schizophrenia genes, gene expression, and neuropathology: on the matter of their convergence , 2005, Molecular Psychiatry.

[41]  G. Busatto,et al.  Reduced cortical folding in schizophrenia: an MRI morphometric study. , 2003, The American journal of psychiatry.

[42]  K. Jellinger,et al.  The neuropathology of schizophrenia. , 1999, Journal of neuropathology and experimental neurology.

[43]  R. Shapiro,et al.  Regional neuropathology in schizophrenia: Where are we? Where are we going? , 1993, Schizophrenia Research.

[44]  J. Rapoport,et al.  Progressive cortical change during adolescence in childhood-onset schizophrenia. A longitudinal magnetic resonance imaging study. , 1999, Archives of general psychiatry.

[45]  W. Honer,et al.  Reduced thalamic volume in patients with chronic schizophrenia after switching from typical antipsychotic medications to olanzapine. , 2006, The American journal of psychiatry.

[46]  Eileen Luders,et al.  Mapping the relationship between cortical convolution and intelligence: effects of gender. , 2008, Cerebral cortex.

[47]  Jill M Goldstein,et al.  Sex differences in language dysfunction in schizophrenia. , 2006, The American journal of psychiatry.

[48]  Stephen M Smith,et al.  Fast robust automated brain extraction , 2002, Human brain mapping.

[49]  G. Roberts,et al.  Schizophrenia: the cellular biology of a functional psychosis , 1990, Trends in Neurosciences.

[50]  Terry L. Jernigan,et al.  Basal ganglia volumes in drug-naive first-episode schizophrenia patients before and after short-term treatment with either a typical or an atypical antipsychotic drug , 2007, Psychiatry Research: Neuroimaging.

[51]  R. Gur,et al.  Subcortical MRI volumes in neuroleptic-naive and treated patients with schizophrenia. , 1998, The American journal of psychiatry.

[52]  Alan C. Evans,et al.  Automated cortical thickness measurements from MRI can accurately separate Alzheimer's patients from normal elderly controls , 2008, Neurobiology of Aging.

[53]  Paul M. Thompson,et al.  Asymmetries of cortical shape: Effects of handedness, sex and schizophrenia , 2007, NeuroImage.

[54]  Calvin L. Williams,et al.  Modern Applied Statistics with S-Plus , 1997 .

[55]  Abraham Z. Snyder,et al.  A unified approach for morphometric and functional data analysis in young, old, and demented adults using automated atlas-based head size normalization: reliability and validation against manual measurement of total intracranial volume , 2004, NeuroImage.

[56]  Adam M. Brickman,et al.  Cortical intercorrelations of frontal area volumes in schizophrenia , 2005, NeuroImage.

[57]  James J. Levitt,et al.  An MRI study of spatial probability brain map differences between first-episode schizophrenia and normal controls , 2004, NeuroImage.

[58]  T. Crow,et al.  Regional deficits in brain volume in schizophrenia: a meta-analysis of voxel-based morphometry studies. , 2005, The American journal of psychiatry.

[59]  Fred L. Bookstein,et al.  “Voxel-Based Morphometry” Should Not Be Used with Imperfectly Registered Images , 2001, NeuroImage.

[60]  T. Whitford,et al.  Diagnosis-Related Regional Gray Matter Loss Over Two Years in First Episode Schizophrenia and Bipolar Disorder , 2005, Biological Psychiatry.

[61]  J. Rapoport,et al.  Childhood onset schizophrenia: cortical brain abnormalities as young adults. , 2006, Journal of child psychology and psychiatry, and allied disciplines.

[62]  Paul M. Thompson,et al.  Dynamic mapping of hippocampal development in childhood onset schizophrenia , 2007, Schizophrenia Research.

[63]  Paul J. Harrison Schizophrenia: a disorder of neurodevelopment? , 1997, Current Opinion in Neurobiology.

[64]  Adam M. Brickman,et al.  Correlations between MRI-assessed volumes of the thalamus and cortical Brodmann's areas in schizophrenia , 2005, Schizophrenia Research.

[65]  Nikos Makris,et al.  Automatically parcellating the human cerebral cortex. , 2004, Cerebral cortex.

[66]  R. Woods,et al.  Gender effects on cortical thickness and the influence of scaling , 2006, Human brain mapping.

[67]  Karl J. Friston,et al.  Voxel-based morphometry , 2007 .

[68]  Anders M. Dale,et al.  Cortical Surface-Based Analysis I. Segmentation and Surface Reconstruction , 1999, NeuroImage.

[69]  Robert Tibshirani,et al.  The Elements of Statistical Learning: Data Mining, Inference, and Prediction, 2nd Edition , 2001, Springer Series in Statistics.

[70]  Marianna D. Eddy,et al.  Regionally Localized Thinning of the Cerebral Cortex in Schizophrenia , 2003 .

[71]  Joel Jeffries,et al.  Clinical Handbook of Psychotropic Drugs , 1994 .

[72]  J. R. Koehler,et al.  Modern Applied Statistics with S-Plus. , 1996 .

[73]  R. McCarley,et al.  Progressive and interrelated functional and structural evidence of post-onset brain reduction in schizophrenia. , 2007, Archives of general psychiatry.

[74]  R. Passingham,et al.  Is Gray Matter Volume an Intermediate Phenotype for Schizophrenia? A Voxel-Based Morphometry Study of Patients with Schizophrenia and Their Healthy Siblings , 2008, Biological Psychiatry.

[75]  Timothy Edward John Behrens,et al.  Anatomically related grey and white matter abnormalities in adolescent-onset schizophrenia. , 2007, Brain : a journal of neurology.

[76]  Douglas W. Jones,et al.  Cortical abnormality in schizophrenia: An in vivo application of the gyrification index , 1997, Biological Psychiatry.