Multimodal white matter imaging to investigate reduced fractional anisotropy and its age-related decline in schizophrenia

We hypothesized that reduced fractional anisotropy (FA) of water diffusion and its elevated aging-related decline in schizophrenia patients may be caused by elevated hyperintensive white matter (HWM) lesions, by reduced permeability-diffusivity index (PDI), or both. We tested this hypothesis in 40/30 control/patient participants. FA values for the corpus callosum were calculated from high angular resolution diffusion tensor imaging (DTI). Whole-brain volume of HWM lesions was quantified by 3D-T2w-fluid-attenuated inversion recovery (FLAIR) imaging. PDI for corpus callosum was ascertained using multi b-value diffusion imaging (15 b-shells with 30 directions per shell). Patients had significantly lower corpus callosum FA values, and there was a significant age-by-diagnosis interaction. Patients also had significantly reduced PDI but no difference in HWM volume. PDI and HWM volume were significant predictors of FA and captured the diagnosis-related variance. Separately, PDI robustly explained FA variance in schizophrenia patients, but not in controls. Conversely, HWM volume made equally significant contributions to variability in FA in both groups. The diagnosis-by-age effect of FA was explained by a PDI-by-diagnosis interaction. Post hoc testing showed a similar trend for PDI of gray mater. Our study demonstrated that reduced FA and its accelerated decline with age in schizophrenia were explained by pathophysiology indexed by PDI, rather than HWM volume.

[1]  Andrew L. Alexander,et al.  High b-value and diffusion tensor imaging in a canine model of dysmyelination and brain maturation , 2011, NeuroImage.

[2]  J. Ehrhardt,et al.  Structural brain abnormalities in bipolar affective disorder. Ventricular enlargement and focal signal hyperintensities. , 1990, Archives of general psychiatry.

[3]  P. Thompson,et al.  Relationship among neuroimaging indices of cerebral health during normal aging , 2008, Human brain mapping.

[4]  Jun Yoshino,et al.  Demyelination increases radial diffusivity in corpus callosum of mouse brain , 2005, NeuroImage.

[5]  Peter Kochunov,et al.  Whole Brain and Regional Hyperintense White Matter Volume and Blood Pressure: Overlap of Genetic Loci Produced by Bivariate, Whole-Genome Linkage Analyses , 2010, Stroke.

[6]  Patrick R Hof,et al.  Diffusion tensor imaging findings in first-episode and chronic schizophrenia patients. , 2008, The American journal of psychiatry.

[7]  Y. Cohen,et al.  Non-mono-exponential attenuation of water and N-acetyl aspartate signals due to diffusion in brain tissue. , 1998, Journal of magnetic resonance.

[8]  Scott N. Hwang,et al.  An image‐based finite difference model for simulating restricted diffusion , 2003, Magnetic resonance in medicine.

[9]  Andrew L. Alexander,et al.  Age- and gender-related changes in the normal human brain using hybrid diffusion imaging (HYDI) , 2011, NeuroImage.

[10]  Steen Moeller,et al.  Multiband multislice GE‐EPI at 7 tesla, with 16‐fold acceleration using partial parallel imaging with application to high spatial and temporal whole‐brain fMRI , 2010, Magnetic resonance in medicine.

[11]  P. Fox,et al.  High Dimensional Endophenotype Ranking in the Search for Major Depression Risk Genes , 2012, Biological Psychiatry.

[12]  F. Ståhlberg,et al.  The role of tissue microstructure and water exchange in biophysical modelling of diffusion in white matter , 2013, Magnetic Resonance Materials in Physics, Biology and Medicine.

[13]  Stephen M. Smith,et al.  Multiplexed Echo Planar Imaging for Sub-Second Whole Brain FMRI and Fast Diffusion Imaging , 2010, PloS one.

[14]  D. Jeste,et al.  Divergent trajectories of physical, cognitive, and psychosocial aging in schizophrenia. , 2011, Schizophrenia bulletin.

[15]  Shunit Gal-Ben-Ari,et al.  Differential expression of genes encoding neuronal ion-channel subunits in major depression, bipolar disorder and schizophrenia: implications for pathophysiology. , 2012, The international journal of neuropsychopharmacology.

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

[17]  J. Ackerman,et al.  Effects of barrier‐induced nuclear spin magnetization inhomogeneities on diffusion‐attenuated MR signal , 2003, Magnetic resonance in medicine.

[18]  Paul M. Thompson,et al.  Fractional anisotropy of cerebral white matter and thickness of cortical gray matter across the lifespan , 2011, NeuroImage.

[19]  Frederik Barkhof,et al.  Cortical lesions in multiple sclerosis: combined postmortem MR imaging and histopathology. , 2005, AJNR. American journal of neuroradiology.

[20]  Mark F. Lythgoe,et al.  Two-Compartment Models of the Diffusion MR Signal in Brain White Matter , 2009, MICCAI.

[21]  Karen J. Ferguson,et al.  Higher Systolic Blood Pressure Is Associated With Increased Water Diffusivity in Normal-Appearing White Matter , 2009, Stroke.

[22]  H. Holcomb,et al.  P-selectin Expression Tracks Cerebral Atrophy in Mexican-Americans , 2012, Front. Gene..

[23]  P. Fox,et al.  White matter hyperintensities on MRI in high-altitude U-2 pilots , 2013, Neurology.

[24]  Christos Davatzikos,et al.  Accelerated brain aging in schizophrenia and beyond: a neuroanatomical marker of psychiatric disorders. , 2014, Schizophrenia bulletin.

[25]  Philip K. McGuire,et al.  Diffusion Tensor Imaging in Schizophrenia , 2005, Biological Psychiatry.

[26]  A. Stokes,et al.  Characterization of restricted diffusion in uni- and multi-lamellar vesicles using short distance iMQCs. , 2012, Journal of magnetic resonance.

[27]  M. Dichgans,et al.  Mechanisms of sporadic cerebral small vessel disease: insights from neuroimaging , 2013, The Lancet Neurology.

[28]  Z. Berente,et al.  The existence of biexponential signal decay in magnetic resonance diffusion‐weighted imaging appears to be independent of compartmentalization , 2004, Magnetic resonance in medicine.

[29]  Peter T. Fox,et al.  Can structural MRI indices of cerebral integrity track cognitive trends in executive control function during normal maturation and adulthood? , 2009, Human brain mapping.

[30]  G. L. Bretthorst,et al.  Statistical model for diffusion attenuated MR signal , 2003, Magnetic resonance in medicine.

[31]  Manzar Ashtari,et al.  White matter abnormalities in first-episode schizophrenia or schizoaffective disorder: a diffusion tensor imaging study. , 2005, The American journal of psychiatry.

[32]  G. D. Erausquin,et al.  What does anisotropy measure? Insights from increased and decreased anisotropy in selective fiber tracts in schizophrenia , 2012, Front. Integr. Neurosci..

[33]  H. Sauer,et al.  Aging effects on regional brain structural changes in schizophrenia. , 2012, Schizophrenia bulletin.

[34]  K. Lesch,et al.  A missense mutation in a novel gene encoding a putative cation channel is associated with catatonic schizophrenia in a large pedigree , 2001, Molecular Psychiatry.

[35]  Steve Brown Excess mortality of schizophrenia , 1997, British Journal of Psychiatry.

[36]  M. Tsuang,et al.  Excess mortality in schizophrenia and affective disorders. Do suicides and accidental deaths solely account for this excess? , 1978, Archives of general psychiatry.

[37]  S. Resnick,et al.  The Impact of Magnetic Resonance Imaging-Detected White Matter Hyperintensities on Longitudinal Changes in Regional Cerebral Blood Flow , 2008, Journal of cerebral blood flow and metabolism : official journal of the International Society of Cerebral Blood Flow and Metabolism.

[38]  Paul M. Thompson,et al.  Genetic Analysis of Cortical Thickness and Fractional Anisotropy of Water Diffusion in the Brain , 2011, Front. Neurosci..

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

[40]  Philip D. Harvey,et al.  Is schizophrenia a syndrome of accelerated aging? , 2008, Schizophrenia bulletin.

[41]  C. Ehlers,et al.  Hypermorphic mutation of the voltage-gated sodium channel encoding gene Scn10a causes a dramatic stimulus-dependent neurobehavioral phenotype , 2011, Proceedings of the National Academy of Sciences.

[42]  J. Csernansky,et al.  Diving Deep into White Matter to Improve Our Understanding of the Pathophysiology of Schizophrenia , 2013, Biological Psychiatry.

[43]  F. Fazekas,et al.  Pathologic correlates of incidental MRI white matter signal hyperintensities , 1993, Neurology.

[44]  Giovanni B. Frisoni,et al.  White matter lesions in the elderly: Pathophysiological hypothesis on the effect on brain plasticity and reserve , 2008, Journal of the Neurological Sciences.

[45]  Monte S. Buchsbaum,et al.  Brodmann area analysis of white matter anisotropy and age in schizophrenia , 2011, Schizophrenia Research.

[46]  M. Horsfield,et al.  Optimal strategies for measuring diffusion in anisotropic systems by magnetic resonance imaging , 1999, Magnetic resonance in medicine.

[47]  D. Kupfer,et al.  White matter hyperintensities in bipolar and unipolar patients with relatively mild-to-moderate illness severity. , 2003, Journal of affective disorders.

[48]  Paul M. Thompson,et al.  Relationship between white matter fractional anisotropy and other indices of cerebral health in normal aging: Tract-based spatial statistics study of aging , 2007, NeuroImage.

[49]  M. E. Shenton,et al.  Reduced interhemispheric connectivity in schizophrenia-tractography based segmentation of the corpus callosum , 2008, Schizophrenia Research.

[50]  S. Saha,et al.  A systematic review of mortality in schizophrenia: is the differential mortality gap worsening over time? , 2007, Archives of general psychiatry.

[51]  M Mallar Chakravarty,et al.  Alterations of Superficial White Matter in Schizophrenia and Relationship to Cognitive Performance , 2013, Neuropsychopharmacology.

[52]  F. Gunning-Dixon,et al.  The cognitive correlates of white matter abnormalities in normal aging: a quantitative review. , 2000, Neuropsychology.

[53]  Gert Cauwenberghs,et al.  Neuromorphic Silicon Neuron Circuits , 2011, Front. Neurosci.

[54]  Frederik Barkhof,et al.  Pathological Aging of the Brain: An Overview , 2004, Topics in magnetic resonance imaging : TMRI.

[55]  Peter Kochunov,et al.  Analysis of Genetic Variability and Whole Genome Linkage of Whole-Brain, Subcortical, and Ependymal Hyperintense White Matter Volume , 2009, Stroke.

[56]  P. Basser,et al.  Microstructural and physiological features of tissues elucidated by quantitative-diffusion-tensor MRI. 1996. , 1996, Journal of magnetic resonance.

[57]  Vincent A Magnotta,et al.  Global white matter abnormalities in schizophrenia: a multisite diffusion tensor imaging study. , 2011, Schizophrenia bulletin.

[58]  Kazuhiro Ito,et al.  Translating Basic Research Into Clinical Practice COPD as a Disease of Accelerated Lung Aging * , 2009 .

[59]  Nadim Joni Shah,et al.  Non-Gaussian diffusion in human brain tissue at high b-factors as examined by a combined diffusion kurtosis and biexponential diffusion tensor analysis , 2011, NeuroImage.

[60]  Dost Öngür,et al.  Myelin and Axon Abnormalities in Schizophrenia Measured with Magnetic Resonance Imaging Techniques , 2013, Biological Psychiatry.

[61]  P. Fox,et al.  Hyperintense white matter lesions in 50 high-altitude pilots with neurologic decompression sickness. , 2012, Aviation, space, and environmental medicine.

[62]  A. Scheibel,et al.  Fiber composition of the human corpus callosum , 1992, Brain Research.

[63]  P. Kochunov,et al.  Permeability–diffusivity modeling vs. fractional anisotropy on white matter integrity assessment and application in schizophrenia☆ , 2013, NeuroImage: Clinical.

[64]  Benedicto Crespo-Facorro,et al.  White matter integrity and cognitive impairment in first-episode psychosis. , 2010, The American journal of psychiatry.

[65]  K. Lim,et al.  Age‐related decline in brain white matter anisotropy measured with spatially corrected echo‐planar diffusion tensor imaging , 2000, Magnetic resonance in medicine.

[66]  R. Freedman,et al.  The α7-nicotinic acetylcholine receptor and the pathology of hippocampal interneurons in schizophrenia , 2000, Journal of Chemical Neuroanatomy.

[67]  C. Hennekens,et al.  Schizophrenia and increased risks of cardiovascular disease. , 2005, American heart journal.

[68]  D. Rujescu,et al.  A novel, primate-specific, brain isoform of KCNH2 impacts cortical physiology, cognition, neuronal repolarization and risk for schizophrenia , 2009, Nature Medicine.

[69]  A. Sukstanskii,et al.  Effects of permeable boundaries on the diffusion-attenuated MR signal: insights from a one-dimensional model. , 2004, Journal of magnetic resonance.

[70]  M. Hedehus,et al.  In vivo mapping of the fast and slow diffusion tensors in human brain , 2002, Magnetic resonance in medicine.

[71]  C. Pantelis,et al.  Incidental radiological findings on brain magnetic resonance imaging in first‐episode psychosis and chronic schizophrenia , 2002, Acta psychiatrica Scandinavica.

[72]  Susan N. Wright,et al.  Accelerated white matter aging in schizophrenia: role of white matter blood perfusion , 2014, Neurobiology of Aging.

[73]  R. Murray,et al.  White-matter hyperintensities in first-episode psychosis , 2008, British Journal of Psychiatry.

[74]  Shu-Wei Sun,et al.  Diffusion tensor imaging detects and differentiates axon and myelin degeneration in mouse optic nerve after retinal ischemia , 2003, NeuroImage.

[75]  Derek K. Jones,et al.  Age effects on diffusion tensor magnetic resonance imaging tractography measures of frontal cortex connections in schizophrenia , 2006, Human brain mapping.

[76]  Tim B. Dyrby,et al.  Orientationally invariant indices of axon diameter and density from diffusion MRI , 2010, NeuroImage.

[77]  K. Krishnan,et al.  Hyperintense lesions on magnetic resonance images in bipolar disorder , 1999, Biological Psychiatry.

[78]  R. Brunner,et al.  White matter alterations in the corpus callosum of adolescents with first-admission schizophrenia , 2012, Neuroscience Letters.

[79]  Faith M. Gunning-Dixon,et al.  Neuroanatomical correlates of selected executive functions in middle-aged and older adults: a prospective MRI study , 2003, Neuropsychologia.

[80]  S. Wakana,et al.  Fiber tract-based atlas of human white matter anatomy. , 2004, Radiology.

[81]  Faith M. Gunning-Dixon,et al.  Neuroanatomical correlates of cognitive aging: evidence from structural magnetic resonance imaging. , 1998, Neuropsychology.

[82]  D. Glahn,et al.  Fractional anisotropy of water diffusion in cerebral white matter across the lifespan , 2012, Neurobiology of Aging.

[83]  Peter Kochunov,et al.  Blood Pressure and Cerebral White Matter Share Common Genetic Factors in Mexican Americans , 2011, Hypertension.

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

[85]  Larry J. Seidman,et al.  Extensive white matter abnormalities in patients with first-episode schizophrenia: A diffusion tensor imaging (DTI) study , 2013, Schizophrenia Research.

[86]  M. Daly,et al.  Identification of risk loci with shared effects on five major psychiatric disorders: a genome-wide analysis , 2013, The Lancet.

[87]  Peter Kochunov,et al.  Testing the Hypothesis of Accelerated Cerebral White Matter Aging in Schizophrenia and Major Depression , 2013, Biological Psychiatry.

[88]  T. Ohnishi,et al.  Progressive changes of white matter integrity in schizophrenia revealed by diffusion tensor imaging , 2007, Psychiatry Research: Neuroimaging.

[89]  Jack L. Lancaster,et al.  Loss of cerebral white matter structural integrity tracks the gray matter metabolic decline in normal aging , 2009, NeuroImage.

[90]  R. Murray,et al.  Focal signal hyperintensities in schizophrenia , 1997, Schizophrenia Research.