Post-Traumatic Stress Constrains the Dynamic Repertoire of Neural Activity

被引:34
作者
Misic, Bratislav [1 ]
Dunkley, Benjamin T. [2 ]
Sedge, Paul A. [3 ]
Da Costa, Leodante [4 ]
Fatima, Zainab [5 ]
Berman, Marc G. [6 ]
Doesburg, Sam M. [2 ]
McIntosh, Anthony R. [5 ]
Grodecki, Richard [7 ]
Jetly, Rakesh [8 ]
Pang, Elizabeth W. [2 ]
Taylor, Margot J. [1 ]
机构
[1] Indiana Univ, Dept Psychol & Brain Sci, Bloomington, IN 47405 USA
[2] Hosp Sick Children, Dept Diagnost Imaging, Toronto, ON M5G 1X8, Canada
[3] Canadian Forces Hlth Serv, Directorate Mental Hlth, Ottawa, ON K1K 0T2, Canada
[4] Sunnybrook Med Ctr, Div Neurosurg, Toronto, ON M4N 3M5, Canada
[5] Baycrest Ctr Geriatr Care, Res Inst, Toronto, ON M6A 2E1, Canada
[6] Univ Chicago, Dept Psychol, Chicago, IL 60637 USA
[7] Canadian Forces Environm Med Estab, Toronto, ON M3K 2C9, Canada
[8] Def Res & Dev Canada, Toronto, ON N3K 2C9, Canada
基金
加拿大自然科学与工程研究理事会;
关键词
connectivity; dynamics; MEG; network; PTSD; TBI; BRAIN SIGNAL VARIABILITY; MULTISCALE ENTROPY ANALYSIS; PSYCHOPHYSIOLOGICAL ASSESSMENT; FUNCTIONAL CONNECTIVITY; SPATIAL NAVIGATION; NEUROIMAGING DATA; HUMAN HIPPOCAMPAL; MASS MODEL; DISORDER; MEG;
D O I
10.1523/JNEUROSCI.1506-15.2016
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
Post-traumatic stress disorder (PTSD) is an anxiety disorder arising from exposure to a traumatic event. Although primarily defined in terms of behavioral symptoms, the global neurophysiological effects of traumatic stress are increasingly recognized as a critical facet of the human PTSD phenotype. Here we use magnetoencephalographic recordings to investigate two aspects of information processing: inter-regional communication (measured by functional connectivity) and the dynamic range of neural activity (measured in terms of local signal variability). We find that both measures differentiate soldiers diagnosed with PTSD from soldiers without PTSD, from healthy civilians, and from civilians with mild traumatic brain injury, which is commonly comorbid with PTSD. Specifically, soldiers with PTSD display inter-regional hypersynchrony at high frequencies (80-150 Hz), as well as a concomitant decrease in signal variability. The two patterns are spatially correlated and most pronounced in a left temporal subnetwork, including the hippocampus and amygdala. We hypothesize that the observed hypersynchrony may effectively constrain the expression of local dynamics, resulting in less variable activity and a reduced dynamic repertoire. Thus, the re-experiencing phenomena and affective sequelae in combat-related PTSD may result from functional networks becoming "stuck" in configurations reflecting memories, emotions, and thoughts originating from the traumatizing experience.
引用
收藏
页码:419 / 431
页数:13
相关论文
共 85 条
[1]  
[Anonymous], 1986, Statist. Sci.
[2]  
[Anonymous], 2000, DIAGN STAT MAN MENT, DOI DOI 10.1176/APPI.BOOKS.9780890425787
[3]   Assessment of Subcortical Source Localization Using Deep Brain Activity Imaging Model with Minimum Norm Operators: A MEG Study [J].
Attal, Yohan ;
Schwartz, Denis .
PLOS ONE, 2013, 8 (03)
[4]   How to Detect Amygdala Activity with Magnetoencephalography using Source Imaging [J].
Balderston, Nicholas L. ;
Schultz, Douglas H. ;
Baillet, Sylvain ;
Helmstetter, Fred J. .
JOVE-JOURNAL OF VISUALIZED EXPERIMENTS, 2013, (76)
[5]   MEG imaging of sensorimotor areas using inter-trial coherence in vibrotactile steady-state responses [J].
Bardouille, T. ;
Ross, B. .
NEUROIMAGE, 2008, 42 (01) :323-331
[6]   Does resting-state connectivity reflect depressive rumination? A tale of two analyses [J].
Berman, Marc G. ;
Misic, Bratislav ;
Buschkuehl, Martin ;
Kross, Ethan ;
Deldin, Patricia J. ;
Peltier, Scott ;
Churchill, Nathan W. ;
Jaeggi, Susanne M. ;
Vakorin, Vasily ;
McIntosh, Anthony R. ;
Jonides, John .
NEUROIMAGE, 2014, 103 :267-279
[7]   Phase shift detection in thalamocortical oscillations using magnetoencephalography in humans [J].
Bish, JP ;
Martin, T ;
Houck, J ;
Ilmoniemi, RJ ;
Tesche, C .
NEUROSCIENCE LETTERS, 2004, 362 (01) :48-52
[8]   Disrupted Functional Brain Networks in Autistic Toddlers [J].
Boersma, Maria ;
Kemner, Chantal ;
de Reus, Marcel A. ;
Collin, Guusje ;
Snijders, Tineke M. ;
Hofman, Dennis ;
Buitelaar, Jan K. ;
Stam, Cornelis J. ;
van den Heuvel, Martijn P. .
BRAIN CONNECTIVITY, 2013, 3 (01) :41-49
[9]   MRI and PET study of deficits in hippocampal structure and function in women with childhood sexual abuse and posttraumatic stress disorder [J].
Bremner, JD ;
Vythilingam, M ;
Vermetten, E ;
Southwick, SM ;
McGlashan, T ;
Nazeer, A ;
Khan, S ;
Vaccarino, LV ;
Soufer, R ;
Garg, PK ;
Ng, CK ;
Staib, LH ;
Duncan, JS ;
Charney, DS .
AMERICAN JOURNAL OF PSYCHIATRY, 2003, 160 (05) :924-932
[10]   Complexity Measures in Magnetoencephalography: Measuring "Disorder" in Schizophrenia [J].
Brookes, Matthew J. ;
Hall, Emma L. ;
Robson, Sian E. ;
Price, Darren ;
Palaniyappan, Lena ;
Liddle, Elizabeth B. ;
Liddle, Peter F. ;
Robinson, Stephen E. ;
Morris, Peter G. .
PLOS ONE, 2015, 10 (04)