Abstract
The neural mechanisms underlying the development and maintenance of posttraumatic stress disorder (PTSD) have long been studied. However, little is known about the neural correlates of the recovery process from PTSD. A 5-year longitudinal study was conducted to investigate the trajectory of structural connectivities of the amygdala in disaster survivors with PTSD. Thirty disaster survivors, who were diagnosed with PTSD, and 29 healthy individuals, who were not exposed to trauma, underwent three waves of assessments including neuroimaging scanning over a 5-year period from the time of the disaster at approximately 1.3-year intervals. All disaster survivors showed significant improvements in PTSD symptoms over time. Using diffusion tensor imaging analysis, a 5-year trajectory of amygdalar structural connectivities with key brain regions was assessed. The amygdala–insula connection was initially strengthened and then normalized during recovery, while the amygdala–prefrontal cortex (PFC) connection was at first unaffected, then strengthened, and eventually normalized. The lower tract strength of the amygdala–thalamus connection normalized during recovery, while that of amygdala–hippocampus connection remained low. The greater amygdala–PFC connectivity was associated with less PTSD symptom severity. The present longitudinal study revealed that recovery from PTSD parallels dynamic and sequential shifts in amygdalar connectivities with multiple brain regions, suggesting the expanded view of fear circuitry including the insula and thalamus, beyond the traditional model which primarily involves the amygdala, PFC, and hippocampus.
Similar content being viewed by others
Log in or create a free account to read this content
Gain free access to this article, as well as selected content from this journal and more on nature.com
or
References
Admon R, Lubin G, Stern O, Rosenberg K, Sela L, Ben-Ami H et al (2009). Human vulnerability to stress depends on amygdala's predisposition and hippocampal plasticity. Proc Natl Acad Sci USA 106: 14120–14125.
Admon R, Milad MR, Hendler T (2013). A causal model of post-traumatic stress disorder: disentangling predisposed from acquired neural abnormalities. Trends Cogn Sci 17: 337–347.
Behrens TE, Berg HJ, Jbabdi S, Rushworth MF, Woolrich MW (2007). Probabilistic diffusion tractography with multiple fibre orientations: what can we gain? Neuroimage 34: 144–155.
Blake DD, Weathers FW, Nagy LM, Kaloupek DG, Gusman FD, Charney DS et al (1995). The development of a Clinician-Administered PTSD Scale. J Trauma Stress 8: 75–90.
Brown VM, LaBar KS, Haswell CC, Gold AL, McCarthy G, Morey RA (2014). Altered resting-state functional connectivity of basolateral and centromedial amygdala complexes in posttraumatic stress disorder. Neuropsychopharmacology 39: 351–359.
Carlson JM, Greenberg T, Rubin D, Mujica-Parodi LR (2011). Feeling anxious: anticipatory amygdalo-insular response predicts the feeling of anxious anticipation. Soc Cogn Affect Neurosci 6: 74–81.
Damoiseaux JS, Greicius MD (2009). Greater than the sum of its parts: a review of studies combining structural connectivity and resting-state functional connectivity. Brain Struct Funct 213: 525–533.
Depue BE, Curran T, Banich MT (2007). Prefrontal regions orchestrate suppression of emotional memories via a two-phase process. Science 317: 215–219.
First MB, Spitzer RL, Gibbon M., Williams JB. (1996) Structured Clinical Interview for DSM-IV Axis I Disorders (SCID-II), Version 2. Biometrics Research, New York State Psychiatric Institute: New York, USA.
Galea S, Nandi A, Vlahov D (2005). The epidemiology of post-traumatic stress disorder after disasters. Epidemiol Rev 27: 78–91.
Giustino TF, Maren S (2015). The role of the medial prefrontal cortex in the conditioning and extinction of fear. Front Behav Neurosci 9: 298.
Gusnard DA, Ollinger JM, Shulman GL, Cloninger CR, Price JL, Van Essen DC et al (2003). Persistence and brain circuitry. Proc Natl Acad Sci USA 100: 3479–3484.
Hedges DW (2007). Structural magnetic resonance imaging findings in posttraumatic stress disorder and their response to treatment. Curr Psychiatry Rev 3: 85–93.
Hennen J (2003). Statistical methods for longitudinal research on bipolar disorders. Bipolar Disord 5: 156–168.
Honey CJ, Thivierge JP, Sporns O (2010). Can structure predict function in the human brain? Neuroimage 52: 766–776.
Karl A, Schaefer M, Malta LS, Dorfel D, Rohleder N, Werner A (2006). A meta-analysis of structural brain abnormalities in PTSD. Neurosci Biobehav Rev 30: 1004–1031.
Kim SJ, Lyoo IK, Lee YS, Kim J, Sim ME, Bae SJ et al (2007). Decreased cerebral blood flow of thalamus in PTSD patients as a strategy to reduce re-experience symptoms. Acta Psychiatr Scand 116: 145–153.
Koch SB, van Zuiden M, Nawijn L, Frijling JL, Veltman DJ, Olff M (2016). Aberrant resting-state brain activity in posttraumatic stress disorder: a meta-analysis and systematic review. Depress Anxiety 33: 592–605.
Kuo JR, Kaloupek DG, Woodward SH (2012). Amygdala volume in combat-exposed veterans with and without posttraumatic stress disorder: a cross-sectional study. Arch Gen Psychiatry 69: 1080–1086.
Lanius RA, Bluhm R, Lanius U, Pain C (2006). A review of neuroimaging studies in PTSD: heterogeneity of response to symptom provocation. J Psychiatr Res 40: 709–729.
Lanius RA, Williamson PC, Densmore M, Boksman K, Gupta MA, Neufeld RW et al (2001). Neural correlates of traumatic memories in posttraumatic stress disorder: a functional MRI investigation. Am J Psychiatry 158: 1920–1922.
Li L, Wu M, Liao Y, Ouyang L, Du M, Lei D et al (2014). Grey matter reduction associated with posttraumatic stress disorder and traumatic stress. Neurosci Biobehav Rev 43: 163–172.
Lyoo IK, Kim JE, Yoon SJ, Hwang J, Bae S, Kim DJ (2011). The neurobiological role of the dorsolateral prefrontal cortex in recovery from trauma. Longitudinal brain imaging study among survivors of the South Korean subway disaster. Arch Gen Psychiatry 68: 701–713.
Milad MR, Wright CI, Orr SP, Pitman RK, Quirk GJ, Rauch SL (2007). Recall of fear extinction in humans activates the ventromedial prefrontal cortex and hippocampus in concert. Biol Psychiatry 62: 446–454.
Morey RA, Gold AL, LaBar KS, Beall SK, Brown VM, Haswell CC et al (2012). Amygdala volume changes in posttraumatic stress disorder in a large case-controlled veterans group. Arch Gen Psychiatry 69: 1169–1178.
Ongur D, Price JL (2000). The organization of networks within the orbital and medial prefrontal cortex of rats, monkeys and humans. Cereb Cortex 10: 206–219.
Patel R, Spreng RN, Shin LM, Girard TA (2012). Neurocircuitry models of posttraumatic stress disorder and beyond: a meta-analysis of functional neuroimaging studies. Neurosci Biobehav Rev 36: 2130–2142.
Paulus MP, Stein MB (2006). An insular view of anxiety. Biol Psychiatry 60: 383–387.
Pitman RK, Rasmusson AM, Koenen KC, Shin LM, Orr SP, Gilbertson MW et al (2012). Biological studies of post-traumatic stress disorder. Nat Rev Neurosci 13: 769–787.
Quirk GJ, Beer JS (2006). Prefrontal involvement in the regulation of emotion: convergence of rat and human studies. Curr Opin Neurobiol 16: 723–727.
Rabinak CA, Angstadt M, Welsh RC, Kenndy AE, Lyubkin M, Martis B et al (2011). Altered amygdala resting-state functional connectivity in post-traumatic stress disorder. Front Psychiatry 2: 62.
Saygin ZM, Osher DE, Augustinack J, Fischl B, Gabrieli JD (2011). Connectivity-based segmentation of human amygdala nuclei using probabilistic tractography. Neuroimage 56: 1353–1361.
Schiller D, Delgado MR (2010). Overlapping neural systems mediating extinction, reversal and regulation of fear. Trends Cogn Sci 14: 268–276.
Shin LM, Liberzon I (2010). The neurocircuitry of fear, stress, and anxiety disorders. Neuropsychopharmacoloy 35: 169–191.
Sripada RK, King AP, Garfinkel SN, Wang X, Sripada CS, Welsh RC et al (2012a). Altered resting-state amygdala functional connectivity in men with posttraumatic stress disorder. J Psychiatry Neurosci 37: 241–249.
Sripada RK, King AP, Welsh RC, Garfinkel SN, Wang X, Sripada CS et al (2012b). Neural dysregulation in posttraumatic stress disorder: evidence for disrupted equilibrium between salience and default mode brain networks. Psychosom Med 74: 904.
Tzourio-Mazoyer N, Landeau B, Papathanassiou D, Crivello F, Etard O, Delcroix N et al (2002). Automated anatomical labeling of activations in SPM using a macroscopic anatomical parcellation of the MNI MRI single-subject brain. Neuroimage 15: 273–289.
Westfall PH, Young SS (1993) Resampling-Based Multiple Testing: Examples and Methods for P-Value Adjustment. John Wiley & Sons: New York, USA, Vol 279.
Woon FL, Hedges DW (2009). Amygdala volume in adults with posttraumatic stress disorder: a meta-analysis. J Neuropsychiatry Clin Neurosci 21: 5–12.
Yehuda R, LeDoux J (2007). Response variation following trauma: a translational neuroscience approach to understanding PTSD. Neuron 56: 19–32.
Yin Y, Jin C, Hu X, Duan L, Li Z, Song M et al (2011). Altered resting-state functional connectivity of thalamus in earthquake-induced posttraumatic stress disorder: a functional magnetic resonance imaging study. Brain Res 1411: 98–107.
Acknowledgements
We thank the invaluable contributions of the participants of this 5-year longitudinal follow-up study. We also thank Sandy Jeong Rhie for English language editing of the manuscript. An abstract of the preliminary data from this study was presented as a poster at the Brain Conference, the Korean Society for Brain and Neural Science 2014 Annual Meeting on 6 November 2014.
Author information
Authors and Affiliations
Corresponding author
Additional information
Supplementary Information accompanies the paper on the Neuropsychopharmacology website
Supplementary information
Rights and permissions
About this article
Cite this article
Yoon, S., Kim, J., Hwang, J. et al. Recovery from Posttraumatic Stress Requires Dynamic and Sequential Shifts in Amygdalar Connectivities. Neuropsychopharmacol 42, 454–461 (2017). https://doi.org/10.1038/npp.2016.136
Received:
Revised:
Accepted:
Published:
Issue date:
DOI: https://doi.org/10.1038/npp.2016.136
This article is cited by
-
Astrocytic gamma-aminobutyric acid dysregulation as a therapeutic target for posttraumatic stress disorder
Signal Transduction and Targeted Therapy (2025)
-
Neural contributors to trauma resilience: a review of longitudinal neuroimaging studies
Translational Psychiatry (2021)
-
Acute and long-lasting effects of oxytocin in cortico-limbic circuits: consequences for fear recall and extinction
Psychopharmacology (2019)


