TY - JOUR
T1 - Smaller Regional Brain Volumes Predict Posttraumatic Stress Disorder at 3 Months After Mild Traumatic Brain Injury
AU - TRACK-TBI Investigators
AU - Stein, Murray B.
AU - Yuh, Esther
AU - Jain, Sonia
AU - Okonkwo, David O.
AU - Mac Donald, Christine L.
AU - Levin, Harvey
AU - Giacino, Joseph T.
AU - Dikmen, Sureyya
AU - Vassar, Mary J.
AU - Diaz-Arrastia, Ramon
AU - Robertson, Claudia S.
AU - Nelson, Lindsay D.
AU - McCrea, Michael
AU - Sun, Xiaoying
AU - Temkin, Nancy
AU - Taylor, Sabrina R.
AU - Markowitz, Amy J.
AU - Manley, Geoffrey T.
AU - Mukherjee, Pratik
AU - Adeoye, Opeolu
AU - Badjatia, Neeraj
AU - Boase, Kim
AU - Barber, Jason
AU - Bodien, Yelena
AU - Bullock, M. Ross
AU - Chesnut, Randall
AU - Corrigan, John D.
AU - Crawford, Karen
AU - Duhaime, Ann Christine
AU - Ellenbogen, Richard
AU - Feeser, V. Ramana
AU - Ferguson, Adam R.
AU - Foreman, Brandon
AU - Gardner, Raquel
AU - Gaudette, Etienne
AU - Goldman, Dana
AU - Gonzalez, Luis
AU - Gopinath, Shankar
AU - Gullapalli, Rao
AU - Hemphill, J. Claude
AU - Hotz, Gillian
AU - Keene, C. Dirk
AU - Korley, Frederick K.
AU - Kramer, Joel
AU - Kreitzer, Natalie
AU - Lindsell, Chris
AU - Machamer, Joan
AU - Madden, Christopher
AU - Martin, Alastair
AU - McAllister, Thomas
AU - Merchant, Randall
AU - Ngwenya, Laura B.
AU - Noel, Florence
AU - Nolan, Amber
AU - Palacios, Eva
AU - Perl, Daniel
AU - Puccio, Ava
AU - Rabinowitz, Miri
AU - Robertson, Claudia
AU - Rosand, Jonathan
AU - Sander, Angelle
AU - Satris, Gabriella
AU - Schnyer, David
AU - Seabury, Seth
AU - Toga, Arthur
AU - Valadka, Alex
AU - Vespa, Paul
AU - Wang, Kevin
AU - Yue, John K.
AU - Zafonte, Ross
N1 - Publisher Copyright:
© 2020
PY - 2021/3
Y1 - 2021/3
N2 - Background: Brain volumes in regions such as the hippocampus and amygdala have been associated with risk for the development of posttraumatic stress disorder (PTSD). The objective of this study was to determine whether a set of regional brain volumes, measured by magnetic resonance imaging at 2 weeks following mild traumatic brain injury, were predictive of PTSD at 3 and 6 months after injury. Methods: Using data from TRACK-TBI (Transforming Research and Clinical Knowledge in TBI), we included patients (N = 421) with Glasgow Coma Scale scores 13–15 assessed after evaluation in the emergency department and at 2 weeks, 3 months, and 6 months after injury. Probable PTSD diagnosis (PTSD Checklist for DSM-5 score, ≥33) was the outcome. FreeSurfer 6.0 was used to perform volumetric analysis of three-dimensional T1-weighted magnetic resonance images at 3T obtained 2 weeks post injury. Brain regions selected a priori for volumetric analyses were insula, hippocampus, amygdala, superior frontal cortex, rostral and caudal anterior cingulate, and lateral and medial orbitofrontal cortices. Results: Overall, 77 (18.3%) and 70 (16.6%) patients had probable PTSD at 3 and 6 months. A composite volume derived as the first principal component incorporating 73.8% of the variance in insula, superior frontal cortex, and rostral and caudal cingulate contributed to the prediction of 3-month (but not 6-month) PTSD in multivariable models incorporating other established risk factors. Conclusions: Results, while needing replication, provide support for a brain reserve hypothesis of PTSD and proof of principle for how prediction of at-risk individuals might be accomplished to enhance prognostic accuracy and enrich clinical prevention trials for individuals at the highest risk of PTSD following mild traumatic brain injury.
AB - Background: Brain volumes in regions such as the hippocampus and amygdala have been associated with risk for the development of posttraumatic stress disorder (PTSD). The objective of this study was to determine whether a set of regional brain volumes, measured by magnetic resonance imaging at 2 weeks following mild traumatic brain injury, were predictive of PTSD at 3 and 6 months after injury. Methods: Using data from TRACK-TBI (Transforming Research and Clinical Knowledge in TBI), we included patients (N = 421) with Glasgow Coma Scale scores 13–15 assessed after evaluation in the emergency department and at 2 weeks, 3 months, and 6 months after injury. Probable PTSD diagnosis (PTSD Checklist for DSM-5 score, ≥33) was the outcome. FreeSurfer 6.0 was used to perform volumetric analysis of three-dimensional T1-weighted magnetic resonance images at 3T obtained 2 weeks post injury. Brain regions selected a priori for volumetric analyses were insula, hippocampus, amygdala, superior frontal cortex, rostral and caudal anterior cingulate, and lateral and medial orbitofrontal cortices. Results: Overall, 77 (18.3%) and 70 (16.6%) patients had probable PTSD at 3 and 6 months. A composite volume derived as the first principal component incorporating 73.8% of the variance in insula, superior frontal cortex, and rostral and caudal cingulate contributed to the prediction of 3-month (but not 6-month) PTSD in multivariable models incorporating other established risk factors. Conclusions: Results, while needing replication, provide support for a brain reserve hypothesis of PTSD and proof of principle for how prediction of at-risk individuals might be accomplished to enhance prognostic accuracy and enrich clinical prevention trials for individuals at the highest risk of PTSD following mild traumatic brain injury.
KW - Amygdala
KW - Brain
KW - Cingulate
KW - Insula
KW - PTSD
KW - Posttraumatic stress disorder
KW - TBI
KW - Traumatic brain injury
UR - http://www.scopus.com/inward/record.url?scp=85102725035&partnerID=8YFLogxK
U2 - 10.1016/j.bpsc.2020.10.008
DO - 10.1016/j.bpsc.2020.10.008
M3 - Article
C2 - 33386283
AN - SCOPUS:85102725035
SN - 2451-9022
VL - 6
SP - 352
EP - 359
JO - Biological Psychiatry: Cognitive Neuroscience and Neuroimaging
JF - Biological Psychiatry: Cognitive Neuroscience and Neuroimaging
IS - 3
ER -