Review
Neurocircuitry models of posttraumatic stress disorder and beyond: A meta-analysis of functional neuroimaging studies

https://doi.org/10.1016/j.neubiorev.2012.06.003Get rights and content

Abstract

Over the past two decades a relatively large number of studies have investigated the functional neuroanatomy of posttraumatic stress disorder (PTSD). However, findings are often inconsistent, thus challenging traditional neurocircuitry models of PTSD. As evidence mounts that cognition and behavior is an emergent property of interacting brain networks, the question arises whether PTSD can be understood by examining dysfunction in large-scale, spatially distributed neural networks. We used the activation likelihood estimation quantitative meta-analytic technique to synthesize findings across functional neuroimaging studies of PTSD that either used a non-trauma (N = 20) or trauma-exposed (N = 19) comparison control group. In line with neurocircuitry models, our findings support hyperactive amygdala and hypoactive medial prefrontal regions, but suggest hyperactive hippocampi. Characterization of additional regions under a triple network model showed functional alterations that largely overlapped with the salience network, central executive network, and default network. However, heterogeneity was observed within and across the neurocircuitry and triple network models, and between results based on comparisons to non-trauma and trauma-exposed control groups. Nonetheless, these results warrant further exploration of the neurocircuitry and large-scale network models in PTSD using connectivity analyses.

Highlights

► We present a meta-analysis of fMRI and PET studies on PTSD. ► Abnormalities were observed in regions of traditional neurocircuitry models of PTSD. ► Additional regions implicated roles of three large-scale neurocognitive networks. ► These networks subserve salience, central-executive, and default mode functions. ► Regions differed between findings based on non-trauma vs. trauma-exposed controls.

Section snippets

The traditional neurocircuitry model of PTSD

Abnormal patterns of brain activity have been characterized as showing greater activation (hyperactivation) or less activation (hypoactivation) in PTSD relative to a comparison control group. Alterations in regional activation are thought to underlie behavioral, cognitive, or emotional symptomatology. For instance, the widely adopted neurocircuitry model of PTSD first proposed by Rauch et al. (1998) suggests hypoactivation of the medial prefrontal cortex (encompassing the anterior cingulate

Beyond the neurocircuitry model

Others have suggested the traditional neurocircuitry model might be constrained by its focus on threat. That is, while some PTSD symptoms may stem from deficits in threat-related processing, other symptoms (e.g., emotional numbing, avoidance behaviors) are unexplained by this model (Liberzon and Garfkinkel, 2009). In their model, Liberzon and Garfkinkel (2009) emphasize the role of medial prefrontal cortex in contexualization, the process by which stimuli in varying situational contexts are

Study aims

There is a growing corpus of studies examining brain (dys)function in PTSD in relation to many behavioral domains. Yet, to our knowledge, no studies have examined the possibility that PTSD is associated with common or domain-general patterns of altered brain function. Evidence of reliable, domain-general aberrations in PTSD would set the stage for future investigations to elucidate how these global effects interact with more differentiated, domain-specific functional differences.

In this vein,

Study selection

A systematic literature search was conducted to identify neuroimaging studies of PTSD. Peer-reviewed articles published in English up to January 2011 were selected from the search results of two separate databases: MEDLINE and PsycINFO via Scholar's Portal. The literature search was conducted using the following search words: (1) keywords “post-traumatic stress disorder” <OR> “PTSD” <OR> “acute stress disorder” <OR> “trauma” AND (2) keywords “fMRI” <OR> “PET” <OR> “functional MRI” <OR>

PTSD > NTC

Reliable clusters of activity were observed in the PTSD group relative to the NTC group in a number of brain regions (Table 3a). Of relevance to the neurocircuitry model, both the left amygdala and right hippocampus demonstrated greater activation in PTSD; these structures also contribute to the salience and default networks, respectively. Additional clusters of reliable activation in the salience networks were found in the bilateral anterior insula and left putamen (Fig. 1A and B). In the

Discussion

We used quantitative ALE meta-analytic methods to synthesize findings from 36 functional neuroimaging studies of PTSD. Results revealed reliable clusters of abnormal activation in PTSD within the regions comprising the traditional neurocircuitry model (e.g. Rauch et al., 2006), as well as several additional clusters reflecting PTSD-related perturbations across the three large-scale brain networks implicated in the triple network model of psychopathology (Menon, 2011). Nonetheless, the patterns

Conclusion

In this meta-analysis, we aimed to characterize domain-general markers of neural activity reliably associated with PTSD. To this end, we used the ALE method to identify regions that reliably show altered activation in PTSD relative to two non-PTSD control groups: NTC and TEC groups. Our results generally supported the traditional neurocircuitry model of PTSD in terms of lower activation in medial prefrontal regions and hyperactivation of the amygdala, as well as abnormal activation in the

Acknowledgement

We thank Louis Lakatos for his assistance with data organization and collection.

References (73)

  • J.R. Andrews-Hanna

    The adaptive role of the default network in internal mentation

    The Neuroscientist

    (2012)
  • J.L. Armony et al.

    Amygdala response in patients with acute PTSD to masked and unmasked emotional facial expressions

    American Journal of Psychiatry

    (2005)
  • R.L. Bluhm et al.

    Alterations in default network connectivity in posttraumatic stress disorder related to early-life trauma

    Journal of Psychiatry and Neuroscience

    (2009)
  • J.D. Bremner et al.

    Neural correlates of declarative memory for emotionally valenced words in women with posttraumatic stress disorder related to early childhood sexual abuse

    Biological Psychiatry

    (2003)
  • J.D. Bremner

    Brain imaging in anxiety disorders

    Expert Review of Neurotherapeutics

    (2004)
  • J.D. Bremner et al.

    Positron emission tomography measurement of cerebral metabolic correlates of yohimbine administration in combat-related posttraumatic stress disorder

    Archives of General Psychiatry

    (1997)
  • C.R. Brewin et al.

    Psychological theories of posttraumatic stress disorder

    Clinical Psychology Review

    (2003)
  • S.L. Bressler et al.

    The role of neural context in large-scale neurocognitive network operations

  • J.C. Britton et al.

    Corticolimbic blood flow in posttraumatic stress disorder during script-driven imagery

    Biological Psychiatry

    (2005)
  • R.A. Bryant et al.

    Amygdala and ventral anterior cingulate activation predicts treatment response to cognitive behavior therapy for post-traumatic stress disorder

    Psychological Medicine

    (2008)
  • R.A. Bryant et al.

    Neural networks of information processing in posttraumatic stress disorder: a functional magnetic resonance imaging study

    Biological Psychiatry

    (2005)
  • R.L. Buckner et al.

    The brain's default network: anatomy, function, and relevance to disease

    Annals of the New York Academy of Sciences

    (2008)
  • V.G. Carrion et al.

    Posttraumatic stress symptoms and brain function during a response-inhibition task: an fMRI study in youth

    Depression and Anxiety

    (2008)
  • S. Chen et al.

    Insular cortex involvement in declarative memory deficits in patients with post-traumatic stress disorder

    BMC Psychiatry

    (2009)
  • J.K. Daniels et al.

    Switching between executive and default mode networks in PTSD – alterations in functional connectivity

    Journal of Psychiatry and Neuroscience

    (2010)
  • E.W. Dickie et al.

    Neural correlates of recovery from post-traumatic stress disorder: a longitudinal fMRI investigation of memory encoding

    Neuropsychologia

    (2010)
  • N.U.F. Dosenbach et al.

    Distinct brain networks for adaptive and stable task control in humans

    Proceedings of the National Academy of Sciences of the United States of America

    (2007)
  • M. Driessen et al.

    Posttraumatic stress disorder and fMRI activation patterns of traumatic memory in patients with borderline personality disorder

    Biological Psychiatry

    (2004)
  • A. Ehlers et al.

    A cognitive model of posttraumatic stress disorder

    Behaviour Research and Therapy

    (2000)
  • S.B. Eickhoff et al.

    Coordinate-based activation likelihood estimation meta-analysis of neuroimaging data: a random-effects approach based on empirical estimates of spatial uncertainty

    Human Brain Mapping

    (2009)
  • A. Etkin et al.

    Functional neuroimaging of anxiety: a meta-analysis of emotional processing in PTSD, social anxiety disorder, and specific phobia

    American Journal of Psychiatry

    (2007)
  • E. Falconer et al.

    The neural networks of inhibitory control in posttraumatic stress disorder

    Journal of Psychiatry and Neuroscience

    (2008)
  • K.L. Felmingham et al.

    Anterior cingulate activity to salient stimuli is modulated by autonomic arousal in posttraumatic stress disorder

    Psychiatry Research

    (2009)
  • G.A. Fonzo et al.

    Exaggerated and disconnected insular-amygdala blood oxygenation level-dependent response to threat-related emotional faces in women with intimate-partner violence posttraumatic stress disorder

    Biological Psychiatry

    (2010)
  • V. Francati et al.

    Functional neuroimaging studies in posttraumatic stress disorder: review of current methods and findings

    Depression and Anxiety

    (2007)
  • P. Frewen et al.

    Neural correlates of levels of emotional awareness during trauma script-imagery in posttraumatic stress disorder

    Psychosomatic Medicine

    (2008)
  • S.N. Garfinkel et al.

    Neurobiology of PTSD: a review of neuroimaging findings

    Psychiatric Annals

    (2009)
  • C.R. Genovese et al.

    Thresholding of statistical maps in functional neuroimaging using the false discovery rate

    NeuroImage

    (2002)
  • E. Geuze et al.

    Altered pain processing in veterans with posttraumatic stress disorder

    Archives of General Psychiatry

    (2007)
  • E. Geuze et al.

    Neural correlates of associative learning and memory in veterans with posttraumatic stress disorder

    Journal of Psychiatric Research

    (2008)
  • D.A. Gusnard et al.

    Searching for a baseline: functional imaging and the resting human brain

    Nature Reviews Neuroscience

    (2001)
  • S.B. Hamann et al.

    Amygdala activity related to enhanced memory for pleasant and aversive stimuli

    Nature Neuroscience

    (1999)
  • Hayes, J.P., Hayes, S.M., Mikedis, A.M., in press. Quantitative meta-analysis of neural activity in posttraumatic...
  • J.P. Hayes et al.

    Reduced hippocampal and amygdala activity predicts memory distortions for trauma reminders in combat-related PTSD

    Journal of Psychiatric Research

    (2011)
  • T. Hendler et al.

    Sensing the invisible: differential sensitivity of visual cortex and amygdala to traumatic context

    NeuroImage

    (2003)
  • C.W. Hoge et al.

    Mental health problems, use of mental health services, and attrition from military service after returning from deployment to Iraq or Afghanistan

    JAMA

    (2006)
  • Cited by (0)

    View full text