White matter development in adolescence: diffusion tensor imaging and meta-analytic results.

BACKGROUND In light of the evidence for brain white matter (WM) abnormalities in schizophrenia, study of normal WM maturation in adolescence may provide critical insights relevant to the neurodevelopment of the disorder. Voxel-wise diffusion tensor imaging (DTI) studies have consistently demonstrated increases in fractional anisotropy (FA), a putative measure of WM integrity, from childhood into adolescence. However, the WM tracts that show FA increases have been variable across studies. Here, we aimed to assess which WM tracts show the most pronounced changes across adolescence. METHODS DTI was performed in 78 healthy subjects aged 8-21 years, and voxel-wise analysis conducted using tract-based spatial statistics (TBSS). In addition, we performed the first meta-analysis of TBSS studies on WM development in adolescence. RESULTS In our sample, we observed bilateral increases in FA with age, which were most significant in the left superior longitudinal fasciculus (SLF), inferior longitudinal fasciculus, inferior fronto-occipital fasciculus, and anterior thalamic radiation. These findings were confirmed by the meta-analysis, and FA increase in the bilateral SLF was the most consistent finding across studies. Moreover, in our sample, FA of the bilateral SLF showed a positive association with verbal working memory performance and partially mediated increases in verbal fluency as a function of increasing age. CONCLUSIONS These data highlight increasing connectivity in the SLF during adolescence. In light of evidence for compromised SLF integrity in high-risk and first-episode patients, these data suggest that abnormal maturation of the SLF during adolescence may be a key target in the neurodevelopment of schizophrenia.

[1]  Alfred Anwander,et al.  Neuroanatomical prerequisites for language functions in the maturing brain. , 2011, Cerebral cortex.

[2]  Olaf B. Paulson,et al.  White Matter Microstructure in Superior Longitudinal Fasciculus Associated with Spatial Working Memory Performance in Children , 2011, Journal of Cognitive Neuroscience.

[3]  J Radua,et al.  A new meta-analytic method for neuroimaging studies that combines reported peak coordinates and statistical parametric maps , 2012, European Psychiatry.

[4]  L. Hedges,et al.  Statistical Methods for Meta-Analysis , 1987 .

[5]  L. de Haan,et al.  Diffusion tensor imaging in the early phase of schizophrenia: what have we learned? , 2010, Journal of psychiatric research.

[6]  Khader M. Hasan,et al.  White matter development during late adolescence in healthy males: A cross-sectional diffusion tensor imaging study , 2007, NeuroImage.

[7]  Timothy Edward John Behrens,et al.  Characterization and propagation of uncertainty in diffusion‐weighted MR imaging , 2003, Magnetic resonance in medicine.

[8]  B. Luna,et al.  White matter development in adolescence: a DTI study. , 2010, Cerebral cortex.

[9]  Daniel Rueckert,et al.  Tract-based spatial statistics: Voxelwise analysis of multi-subject diffusion data , 2006, NeuroImage.

[10]  Christian Beaulieu,et al.  Voxel based versus region of interest analysis in diffusion tensor imaging of neurodevelopment , 2007, NeuroImage.

[11]  Philip K. McGuire,et al.  White matter defects in first episode psychosis patients: A voxelwise analysis of diffusion tensor imaging , 2010, NeuroImage.

[12]  Bruce D. McCandliss,et al.  Neural systems predicting long-term outcome in dyslexia , 2010, Proceedings of the National Academy of Sciences.

[13]  T. Whitford,et al.  Understanding aberrant white matter development in schizophrenia: an avenue for therapy? , 2011, Expert review of neurotherapeutics.

[14]  J. Raduà,et al.  Voxel-wise meta-analysis of grey matter changes in obsessive-compulsive disorder. , 2009, The British journal of psychiatry : the journal of mental science.

[15]  Arthur W Toga,et al.  Topographical relationships between arcuate fasciculus connectivity and cortical thickness , 2011, Human brain mapping.

[16]  T. Insel Rethinking schizophrenia , 2010, Nature.

[17]  N. De Stefano,et al.  Longitudinal changes in grey and white matter during adolescence , 2010, NeuroImage.

[18]  Derek K. Jones,et al.  Symmetries in human brain language pathways correlate with verbal recall , 2007, Proceedings of the National Academy of Sciences.

[19]  S. Wakana,et al.  MRI Atlas of Human White Matter , 2005 .

[20]  John D. Van Horn,et al.  Quantitative in vivo evidence for broad regional gradients in the timing of white matter maturation during adolescence , 2011, NeuroImage.

[21]  Alexander Leemans,et al.  Microstructural maturation of the human brain from childhood to adulthood , 2008, NeuroImage.

[22]  Terry L. Jernigan,et al.  Longitudinal characterization of white matter maturation during adolescence , 2010, Brain Research.

[23]  K. Walhovd,et al.  Morphometry and connectivity of the fronto-parietal verbal working memory network in development , 2011, Neuropsychologia.

[24]  D. Pandya,et al.  Segmentation of subcomponents within the superior longitudinal fascicle in humans: a quantitative, in vivo, DT-MRI study. , 2005, Cerebral cortex.

[25]  G. Glover,et al.  Earlier Development of the Accumbens Relative to Orbitofrontal Cortex Might Underlie Risk-Taking Behavior in Adolescents , 2006, The Journal of Neuroscience.

[26]  C. Lebel,et al.  Longitudinal Development of Human Brain Wiring Continues from Childhood into Adulthood , 2011, The Journal of Neuroscience.

[27]  Heidi Johansen-Berg,et al.  Changes in white matter microstructure during adolescence , 2008, NeuroImage.

[28]  L. Lagae,et al.  Construction of a stereotaxic DTI atlas with full diffusion tensor information for studying white matter maturation from childhood to adolescence using tractography‐based segmentations , 2009, Human brain mapping.

[29]  Philip Shaw,et al.  Childhood psychiatric disorders as anomalies in neurodevelopmental trajectories , 2010, Human brain mapping.

[30]  Cameron S Carter,et al.  Cognitive deficits in unaffected first-degree relatives of schizophrenia patients: a meta-analytic review of putative endophenotypes. , 2005, Schizophrenia bulletin.

[31]  Stephen M. Smith,et al.  Threshold-free cluster enhancement: Addressing problems of smoothing, threshold dependence and localisation in cluster inference , 2009, NeuroImage.

[32]  C. Beaulieu,et al.  The basis of anisotropic water diffusion in the nervous system – a technical review , 2002, NMR in biomedicine.

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

[34]  Michael F. Green,et al.  Initial heritability analyses of endophenotypic measures for schizophrenia: the consortium on the genetics of schizophrenia. , 2007, Archives of general psychiatry.

[35]  Lars T Westlye,et al.  Intellectual abilities and white matter microstructure in development: A diffusion tensor imaging study , 2010, Human brain mapping.

[36]  D. Hubl,et al.  Pathways that make voices: white matter changes in auditory hallucinations. , 2004, Archives of general psychiatry.

[37]  Ke Zhou,et al.  Diffusion tensor imaging of normal white matter maturation from late childhood to young adulthood: Voxel-wise evaluation of mean diffusivity, fractional anisotropy, radial and axial diffusivities, and correlation with reading development , 2008, NeuroImage.

[38]  D. A. Kenny,et al.  The moderator-mediator variable distinction in social psychological research: conceptual, strategic, and statistical considerations. , 1986, Journal of personality and social psychology.

[39]  Carrie E. Bearden,et al.  White Matter Integrity and Prediction of Social and Role Functioning in Subjects at Ultra-High Risk for Psychosis , 2009, Biological Psychiatry.

[40]  Theo G. M. van Erp,et al.  Diffusion Tensor Imaging of the Superior Longitudinal Fasciculus and Working Memory in Recent-Onset Schizophrenia , 2008, Biological Psychiatry.

[41]  T. Crow Schizophrenia as the price that Homo sapiens pays for language: a resolution of the central paradox in the origin of the species , 2000, Brain Research Reviews.

[42]  Alan C. Evans,et al.  Structural maturation of neural pathways in children and adolescents: in vivo study. , 1999, Science.