Mapping grey matter reductions in schizophrenia: An anatomical likelihood estimation analysis of voxel-based morphometry studies

https://doi.org/10.1016/j.schres.2008.12.011Get rights and content

Abstract

Voxel-based morphometry (VBM) is a popular tool for mapping neuroanatomical changes in schizophrenia patients. Several recent meta-analyses have identified the brain regions in which patients most consistently show grey matter reductions, although they have not examined whether such changes reflect differences in grey matter concentration (GMC) or grey matter volume (GMV). These measures assess different aspects of grey matter integrity, and may therefore reflect different pathological processes. In this study, we used the Anatomical Likelihood Estimation procedure to analyse significant differences reported in 37 VBM studies of schizophrenia patients, incorporating data from 1646 patients and 1690 controls, and compared the findings of studies using either GMC or GMV to index grey matter differences. Analysis of all studies combined indicated that grey matter reductions in a network of frontal, temporal, thalamic and striatal regions are among the most frequently reported in literature. GMC reductions were generally larger and more consistent than GMV reductions, and were more frequent in the insula, medial prefrontal, medial temporal and striatal regions. GMV reductions were more frequent in dorso-medial frontal cortex, and lateral and orbital frontal areas. These findings support the primacy of frontal, limbic, and subcortical dysfunction in the pathophysiology of schizophrenia, and suggest that the grey matter changes observed with MRI may not necessarily result from a unitary pathological process.

Section snippets

Study selection

Studies were identified through PubMed and PsycINFO using either schizo⁎ or psychosis or psychotic and one of the following terms as keywords; MRI, brain, VBM, voxel, volume. Their reference lists were crosschecked to identify further relevant papers. Studies were included if they met the following criteria: (1) they were published, in English, prior to August 2008; (2) they reported results for at least one cross-sectional VBM comparison between schizophrenia patients and healthy controls

Pooled analysis

ALE analysis of all foci identified fifteen significant clusters encompassing frontal, temporal, limbic, and subcortical regions (Table 2; Fig. 1). The largest clusters were in the anterior cingulate/medial prefrontal cortex and insula/operculum bilaterally. Bilateral reductions were also observed in the thalamus, posterior cingulate, medial temporal lobes and the subgenual cingulate cortex extending into the right caudate. Left-lateralized reductions were identified in the posterior and

Discussion

This study extends recent meta-analyses of the VBM literature (Ellison-Wright et al., 2008, Glahn et al., 2008, Honea et al., 2005) in schizophrenia by conducting an ALE analysis in an expanded sample of 37 studies, incorporating data from an additional 451 patients and 428 controls. Our findings are consistent with these previous analyses, and implicate a network of frontal, temporal, limbic, thalamic and striatal regions as those most frequently showing grey matter reductions in patients with

Role of funding source

This research was supported by the Melbourne Neuropsychiatry Centre (Sunshine Hospital), Department of Psychiatry, the University of Melbourne, Melbourne Health, the National Health and Medical Research Council (ID 236175; 350241), and the Ian Potter Foundation. AF was supported by a JN Peters Fellowship and NHMRC CJ Martin Fellowship (ID: 454797). MY was supported by NHMRC Program Grant (ID: 350241) and NHMRC Clinical Career Development Award (ID: 509345). SJW was supported by a NHMRC Clinical

Contributors

AF designed the study and wrote the first draft of the manuscript. JP assisted with data collection and writing the paper. MY, SJW and CP assisted with the study design, analysis and manuscript writing. All authors contributed to and have approved the final draft of the manuscript.

Conflict of interest

None.

Acknowledgement

The authors would like to thank Ms. Bridget Soulsby, who facilitated all analyses.

References (96)

  • FletcherP. et al.

    Abnormal cingulate modulation of fronto-temporal connectivity in schizophrenia

    NeuroImage

    (1999)
  • FornitoA. et al.

    The influence of sulcal variability on morphometry of the human anterior cingulate and paracingulate cortex

    NeuroImage

    (2006)
  • Garcia-MartiG. et al.

    Schizophrenia with auditory hallucinations: a voxel-based morphometry study

    Prog. Neuro-psychopharmacol. Biol. Psychiatry

    (2008)
  • GiulianiN.R. et al.

    Voxel-based morphometry versus region of interest: a comparison of two methods for analyzing gray matter differences in schizophrenia

    Schizophr. Res.

    (2005)
  • GlahnD.C. et al.

    Meta-analysis of gray matter anomalies in schizophrenia: application of anatomic likelihood estimation and network analysis

    Biol. Psychiatry

    (2008)
  • GoodC.D. et al.

    A voxel-based morphometric study of ageing in 465 normal adult human brains

    NeuroImage

    (2001)
  • HaT.H. et al.

    Gray matter abnormalities in paranoid schizophrenia and their clinical correlations

    Psychiatry Res.

    (2004)
  • HoneaR.A. et al.

    Is gray matter volume an intermediate phenotype for schizophrenia? A voxel-based morphometry study of patients with schizophrenia and their healthy siblings

    Biol. Psychiatry

    (2008)
  • JayakumarP.N. et al.

    Optimized voxel-based morphometry of gray matter volume in first-episode, antipsychotic-naive schizophrenia

    Prog. Neuro-psychopharmacol. Biol. Psychiatry

    (2005)
  • JobD.E. et al.

    Structural gray matter differences between first-episode schizophrenics and normal controls using voxel-based morphometry

    NeuroImage

    (2002)
  • KasparekT. et al.

    Prefrontal but not temporal grey matter changes in males with first-episode schizophrenia

    Prog. Neuro-psychopharmacol. Biol. Psychiatry

    (2007)
  • KawasakiY. et al.

    Multivariate voxel-based morphometry successfully differentiates schizophrenia patients from healthy controls

    NeuroImage

    (2007)
  • KoutsoulerisN. et al.

    Structural correlates of psychopathological symptom dimensions in schizophrenia: a voxel-based morphometric study

    NeuroImage

    (2008)
  • KubickiM. et al.

    Voxel-based morphometric analysis of gray matter in first episode schizophrenia

    NeuroImage

    (2002)
  • KulynychJ.J. et al.

    Cortical abnormality in schizophrenia: an in vivo application of the gyrification index

    Biol. Psychiatry

    (1997)
  • MarcelisM. et al.

    Searching for a structural endophenotype in psychosis using computational morphometry

    Psychiatry Res.

    (2003)
  • McIntoshA.M. et al.

    Voxel-based morphometry of patients with schizophrenia or bipolar disorder and their unaffected relatives

    Biol. Psychiatry

    (2004)
  • MedaS.A. et al.

    A large scale (N = 400) investigation of gray matter differences in schizophrenia using optimized voxel-based morphometry

    Schizophr. Res.

    (2008)
  • MoorheadT.W. et al.

    Voxel-based morphometry of comorbid schizophrenia and learning disability: analyses in normalized and native spaces using parametric and nonparametric statistical methods

    NeuroImage

    (2004)
  • O'DalyO.G. et al.

    Brain structural changes in schizophrenia patients with persistent hallucinations

    Psychiatry Res.

    (2007)
  • Paillere-MartinotM. et al.

    Cerebral gray and white matter reductions and clinical correlates in patients with early onset schizophrenia

    Schizophr. Res.

    (2001)
  • ParkH.J. et al.

    An MRI study of spatial probability brain map differences between first-episode schizophrenia and normal controls

    NeuroImage

    (2004)
  • PausT.

    Mapping brain maturation and cognitive development during adolescence

    Trends Cogn. Sci.

    (2005)
  • Salgado-PinedaP. et al.

    Sustained attention impairment correlates to gray matter decreases in first episode neuroleptic-naive schizophrenic patients

    NeuroImage

    (2003)
  • Salgado-PinedaP. et al.

    Decreased cerebral activation during CPT performance: structural and functional deficits in schizophrenic patients

    NeuroImage

    (2004)
  • SelemonL.D. et al.

    The reduced neuropil hypothesis: a circuit based model of schizophrenia

    Biol. Psychiatry

    (1999)
  • ShentonM.E. et al.

    A review of MRI findings in schizophrenia

    Schizophr. Res.

    (2001)
  • SuzukiM. et al.

    Regional changes in brain gray and white matter in patients with schizophrenia demonstrated with voxel-based analysis of MRI

    Schizophr. Res.

    (2002)
  • TodtenkopfM.S. et al.

    A cross-study meta-analysis and three-dimensional comparison of cell counting in the anterior cingulate cortex of schizophrenic and bipolar brain

    Schizophr. Res.

    (2005)
  • TregellasJ.R. et al.

    Gray matter volume differences and the effects of smoking on gray matter in schizophrenia

    Schizophr. Res.

    (2007)
  • TurkeltaubP.E. et al.

    Meta-analysis of the functional neuroanatomy of single-word reading: method and validation

    NeuroImage

    (2002)
  • Van EssenD.C.

    A Population-Average, Landmark- and Surface-based (PALS) atlas of human cerebral cortex

    NeuroImage

    (2005)
  • WhitfordT.J. et al.

    Progressive grey matter atrophy over the first 2–3 years of illness in first-episode schizophrenia: a tensor-based morphometry study

    NeuroImage

    (2006)
  • WilkeM. et al.

    Gray matter-changes and correlates of disease severity in schizophrenia: a statistical parametric mapping study

    NeuroImage

    (2001)
  • WrightI.C. et al.

    Mapping of grey matter changes in schizophrenia

    Schizophr. Res.

    (1999)
  • YamadaM. et al.

    Social cognition and frontal lobe pathology in schizophrenia: a voxel-based morphometric study

    NeuroImage

    (2007)
  • YoonU. et al.

    Quantitative analysis of group-specific brain tissue probability map for schizophrenic patients

    NeuroImage

    (2005)
  • YücelM. et al.

    Paracingulate morphologic differences in males with established schizophrenia: a magnetic resonance imaging morphometric study

    Biol. Psychiatry

    (2002)
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