Voxel-based diffusion tensor analysis reveals aberrant anterior cingulum integrity in posttraumatic stress disorder due to terrorism

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Abstract

Recent functional neuroimaging work has suggested that interregional functional connectivity between the anterior cingulate cortex (ACC), other limbic, and prefrontal regions may be involved in the pathophysiology of posttraumatic stress disorder (PTSD). However, less attention has been paid to the white matter network. Voxel-based analysis enables an exploration of morphological or functional changes throughout the entire brain. Here we undertook the first application of this technology to diffusion tensor data in patients with PTSD. Participants were 9 victims of the Tokyo subway sarin attack with PTSD and 16 matched victims of the same traumatic event without PTSD. The voxel-based analysis showed a significant fractional anisotropy increase in the left anterior cingulum, subjacent to the left ACC gray matter where we previously found a volume decrement, in PTSD subjects. Moreover, the severity was positively, but not significantly associated with the fractional anisotropy of the left anterior cingulum in the victims with PTSD, using the region of interest defined in the native space with the inverse normalization technique. The present study demonstrated further evidence of abnormalities of both the ACC, a structure that is pivotally involved in attention, emotional regulation, and fear conditioning, and of subjacent white matter in the pathology of PTSD.

Introduction

Posttraumatic stress disorder (PTSD) is characterized by recurrent trauma-related memories, and increased fear response and physiological reactivity to reminders of the trauma, coupled with sleep disturbances, nightmares, avoidance, increased startle, and other symptoms that can persist for many years after the original traumatic event (Bremner et al., 1995a, Pitman, 1989). Previous neuroimaging studies have revealed that limbic, paralimbic, and prefrontal structures may play a key role in the pathophysiology of PTSD (Bremner et al., 1999a, Bremner et al., 1999b, Lanius et al., 2001, Shin et al., 1999, Yamasue et al., 2003), although some studies have suggested otherwise (Bonne et al., 2001, Fennema-Notestine et al., 2002). In our recent study, voxel-based morphometry (VBM) showed a significant gray-matter volume reduction in the left anterior cingulate cortex (ACC) in the victims of the Tokyo subway sarin attack with PTSD, compared with those without PTSD. Together with previous functional neuroimaging studies showing a dysfunction of this region (Bremner et al., 1999a, Lanius et al., 2001, Shin et al., 2001), our study provided further support for the important role of the ACC, which is pivotally involved in attention, emotional regulation and fear conditioning, in the pathology of PTSD.

A growing body of functional neuroimaging work has suggested involvement of interregional functional connectivity between the ACC and other limbic and prefrontal regions in the pathophysiology of PTSD (Gilboa et al., 2004, Lanius et al., 2004, Shaw et al., 2002, Shin et al., 2004). For example, Lanius et al. reported significant between-group differences in interregional brain activity correlations between the ACC and several prefrontal and parietal regions during the recall of traumatic memories in traumatized subjects with and without PTSD (Lanius et al., 2004). These studies may implicate disrupted neural networks through white matter fiber tracts in the pathophysiology of PTSD. However, relatively little attention has been paid to the possible role of the white matter network in the pathophysiology of PTSD.

A newer MRI method such as diffusion-weighted imaging, which is sensitized to the translational motion of water molecules, can play a pivotal role in investigating structures of cells, membrane permeability, transport processes and temperature in vivo—data which are not accessible with conventional MRI (Le Bihan et al., 1986, Stejskal and Tanner, 1965). In biological systems, the diffusional motion of water is impeded by tissue structure such as cell membranes, myelin sheaths and intracellular microtubules and associated proteins. An important and potentially informative consequence of the interaction between water molecules and sub-cellular structures is “diffusional anisotropy,” which refers to the finding that diffusion is less hindered when parallel relative to an axon or myelin sheath than when perpendicular (Moseley et al., 1990). Anisotropy measurement using diffusion tensor analysis is a promising method to non-invasively detect the degree of fiber damage in various diseases or maturation processes affecting white matter (Abe et al., 2002, Klingberg et al., 2000, Sach et al., 2004, Werring et al., 2000).

To our knowledge, there has been no diffusion tensor study investigating subjects with PTSD using a voxel-based approach. The use of a voxel-based approach has an advantage in searching for abnormalities through the entire brain, compared with manually drawn region of interest (ROI) analysis. There is also the question of the validity of investigator-determined ROIs, given the inter-individual variability, even though ROIs can be defined so that their measurement is highly reliable. Voxel-based morphometry has provided more objective and reliable results, independent from operator bias (Kubicki et al., 2002, Richardson et al., 1997, Suzuki et al., 2002, Vargha-Khadem et al., 1998, Wright et al., 1999), although some studies have suggested otherwise (Tisserand et al., 2002). In contrast, voxel-based diffusion tensor analysis is an emerging method (Abe et al., 2004, Burns et al., 2003, Eriksson et al., 2001, Foong et al., 2002, Rugg-Gunn et al., 2001, Sach et al., 2004).

In this voxel-based diffusion tensor study, it was hypothesized that terrorism victims with PTSD would show abnormal diffusional anisotropy in the ACC, hippocampus, and adjacent cortex or subcortical white matter compared with victims without PTSD on the basis of the findings of previous studies investigating morphology and functional alteration in subjects with PTSD (Bremner et al., 1995b, Gilbertson et al., 2002, Rauch et al., 2003, Yamasue et al., 2003). Furthermore, voxel-based analysis with statistical parametric mapping (SPM) could not provide a quantitative value but a statistical parametric map of the t-statistic in a voxel-wise manner. When the voxel-based diffusion tensor analysis revealed a significant difference between the PTSD and non-PTSD groups, we also performed an ROI analysis, using the inverse normalization technique supplied with SPM99.

Section snippets

Subjects and clinical evaluation

All subjects enrolled in the present study were the same as in our previous study investigating gray matter density, and the subject characteristics have been described in detail previously (Yamasue et al., 2003). In brief, of the 36 participants recruited from a group of victims of the Tokyo subway sarin attack who were treated in the emergency room for acute sarin intoxication with a follow-up visit at St. Luke's International Hospital (Tokyo), nine subjects were diagnosed as having PTSD [one

Group comparison

An area with high FA values in victims with PTSD compared with those without PTSD was identified within the left anterior cingulum {peak coordinate [x, y, z (mm)] = (− 12, 4, 36), k = 162, T score = 4.15} (Fig. 1A). The FA values in all other regions, including bilateral hippocampi, showed no significant difference between the two groups either in case of a 12- or a 6-mm FWHM isotropic Gaussian kernel. Of particular note, the cluster with a significant FA increase in the PTSD group was just beneath

Discussion

We have previously identified a significant regional volume reduction in the left ACC gray matter of trauma survivors with PTSD compared with those without PTSD, and reduced ACC gray-matter volume was significantly related to the severity of the disorder in PTSD subjects (Yamasue et al., 2003). The coexistence of these theoretically independent effects (group difference and correlation with symptoms) may indicate that the ACC plays a fundamental role in the pathophysiology of PTSD. In the

Acknowledgments

This study was supported by Special Coordination Funds for Promoting Science and Technology, and in part by Grant-in-Aid for Scientific Research (C) (2) 15591259 from the Ministry of Education, Culture, Sports, Science, and Technology from the Japanese Government. We thank Dr. Mark Rogers in the Department of Neuropsychiatry, Graduate School of Medicine, University of Tokyo, for proofreading the manuscript.

References (73)

  • M. Kubicki et al.

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

    NeuroImage

    (2002)
  • R.J. Lindauer et al.

    Smaller hippocampal volume in Dutch police officers with posttraumatic stress disorder

    Biological Psychiatry

    (2004)
  • R.C. Oldfield

    The assessment and analysis of handedness: the Edinburgh Inventory

    Neuropsychologia

    (1971)
  • N.G. Papadakis et al.

    A study of rotationally invariant and symmetric indices of diffusion anisotropy

    Magnetic Resonance Imaging

    (1999)
  • R.K. Pitman

    Post-traumatic stress disorder, hormones, and memory

    Biological Psychiatry

    (1989)
  • S.L. Rauch et al.

    Exaggerated amygdala response to masked facial stimuli in posttraumatic stress disorder: a functional MRI study

    Biological Psychiatry

    (2000)
  • N. Schuff et al.

    Decreased hippocampal N-acetylaspartate in the absence of atrophy in posttraumatic stress disorder

    Biological Psychiatry

    (2001)
  • M.E. Shaw et al.

    Abnormal functional connectivity in posttraumatic stress disorder

    NeuroImage

    (2002)
  • L.M. Shin et al.

    An fMRI study of anterior cingulate function in posttraumatic stress disorder

    Biological Psychiatry

    (2001)
  • M. Suzuki et al.

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

    Schizophrenia Research

    (2002)
  • D.J. Tisserand et al.

    Regional frontal cortical volumes decrease differentially in aging: an MRI study to compare volumetric approaches and voxel-based morphometry

    NeuroImage

    (2002)
  • G. Villarreal et al.

    Reduced hippocampal volume and total white matter volume in posttraumatic stress disorder

    Biological Psychiatry

    (2002)
  • E.L. Wignall et al.

    Smaller hippocampal volume in patients with recent-onset posttraumatic stress disorder

    Biological Psychiatry

    (2004)
  • I.C. Wright et al.

    Mapping of grey matter changes in schizophrenia

    Schizophrenia Research

    (1999)
  • O. Abe et al.

    Amyotrophic lateral sclerosis: diffusion tensor tractography and voxel-based analysis

    NMR in Biomedicine

    (2004)
  • I. Agartz et al.

    Hippocampal volume in patients with alcohol dependence

    Archives of General Psychiatry

    (1999)
  • D.C. Alexander et al.

    Spatial transformations of diffusion tensor magnetic resonance images

    IEEE Transactions on Medical Imaging

    (2001)
  • J.L. Armony et al.

    How the brain processes emotional information

    Annals of the New York Academy of Sciences

    (1997)
  • N. Asukai et al.

    The Japanese Version of Clinician-Administered PTSD Scale

    (1998)
  • Y.A. Bhagat et al.

    Diffusion anisotropy in subcortical white matter and cortical gray matter: changes with aging and the role of CSF-suppression

    Journal of Magnetic Resonance Imaging

    (2004)
  • D.D. Blake et al.

    The development of a Clinician-Administered PTSD Scale

    Journal of Traumatic Stress

    (1995)
  • O. Bonne et al.

    Longitudinal MRI study of hippocampal volume in trauma survivors with PTSD

    American Journal of Psychiatry

    (2001)
  • J.D. Bremner et al.

    Functional neuroanatomical correlates of the effects of stress on memory

    Journal of Traumatic Stress

    (1995)
  • J.D. Bremner et al.

    MRI-based measurement of hippocampal volume in patients with combat-related posttraumatic stress disorder

    American Journal of Psychiatry

    (1995)
  • J.D. Bremner et al.

    Neural correlates of memories of childhood sexual abuse in women with and without posttraumatic stress disorder

    American Journal of Psychiatry

    (1999)
  • J. Burns et al.

    Structural disconnectivity in schizophrenia: a diffusion tensor magnetic resonance imaging study

    British Journal of Psychiatry

    (2003)
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      Decreased white matter integrity of the cingulum has been reported in women with high exposure to trauma (Fani et al., 2015, 2012), Afghanistan and Iraq war veterans with PTSD (Sanjuan et al., 2013), and in adults (Rinne-Albers et al., 2016) and adolescents (Daniels et al., 2013) with a history of trauma and abuse. Others have reported that individuals with PTSD have higher FA in the anterior cingulate bundle (Abe et al., 2006), superior frontal gyrus (Zhang et al., 2012), and bilateral posterior cingulum gyrus (Zhang et al., 2012) compared to healthy controls. A recent meta-analysis of 14 studies of adult-onset PTSD with traumatic experience in adulthood (Siehl et al., 2018) found that the most commonly reported changes in white matter were in the cingulum (both decreased and increased FA) and frontal regions.

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