Literature DB >> 35082440

Assessment of early neurocognitive functioning increases the accuracy of predicting chronic PTSD risk.

Katharina Schultebraucks1,2,3, Ziv Ben-Zion4,5,6,7, Roee Admon8, Jackob Nimrod Keynan4,5, Israel Liberzon9, Talma Hendler4,5, Arieh Y Shalev10.   

Abstract

Post-traumatic stress disorder (PTSD) is a protracted and debilitating consequence of traumatic events. Identifying early predictors of PTSD can inform the disorder's risk stratification and prevention. We used advanced computational models to evaluate the contribution of early neurocognitive performance measures to the accuracy of predicting chronic PTSD from demographics and early clinical features. We consecutively enrolled adult trauma survivors seen in a general hospital emergency department (ED) to a 14-month long prospective panel study. Extreme Gradient Boosting algorithm evaluated the incremental contribution to 14 months PTSD risk of demographic variables, 1-month clinical variables, and concurrent neurocognitive performance. The main outcome variable was PTSD diagnosis, 14 months after ED admission, obtained by trained clinicians using the Clinician-Administered PTSD Scale (CAPS). N = 138 trauma survivors (mean age = 34.25 ± 11.73, range = 18-64; n = 73 [53%] women) were evaluated 1 month after ED admission and followed for 14 months, at which time n = 33 (24%) met PTSD diagnosis. Demographics and clinical variables yielded a discriminatory accuracy of AUC = 0.68 in classifying PTSD diagnostic status. Adding neurocognitive functioning improved the discriminatory accuracy (AUC = 0.88); the largest contribution emanating from poorer cognitive flexibility, processing speed, motor coordination, controlled and sustained attention, emotional bias, and higher response inhibition, and recall memory. Impaired cognitive functioning 1-month after trauma exposure is a significant and independent risk factor for PTSD. Evaluating cognitive performance could improve early screening and prevention.
© 2022. The Author(s), under exclusive licence to Springer Nature Limited.

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Year:  2022        PMID: 35082440     DOI: 10.1038/s41380-022-01445-6

Source DB:  PubMed          Journal:  Mol Psychiatry        ISSN: 1359-4184            Impact factor:   13.437


  38 in total

Review 1.  The role of executive function in posttraumatic stress disorder: a systematic review.

Authors:  A Rosaura Polak; Anke B Witteveen; Johannes B Reitsma; Miranda Olff
Journal:  J Affect Disord       Date:  2012-02-05       Impact factor: 4.839

2.  Long term course of chronic posttraumatic stress disorder in traffic accident victims: a three-year prospective follow-up study.

Authors:  D Koren; I Arnon; E Klein
Journal:  Behav Res Ther       Date:  2001-12

Review 3.  Executive function and PTSD: disengaging from trauma.

Authors:  Robin L Aupperle; Andrew J Melrose; Murray B Stein; Martin P Paulus
Journal:  Neuropharmacology       Date:  2011-02-22       Impact factor: 5.250

Review 4.  Post-Traumatic Stress Disorder.

Authors:  Arieh Shalev; Israel Liberzon; Charles Marmar
Journal:  N Engl J Med       Date:  2017-06-22       Impact factor: 91.245

5.  Longitudinal course of posttraumatic stress disorder and posttraumatic stress disorder symptoms in a community sample of adolescents and young adults.

Authors:  Axel Perkonigg; Hildegard Pfister; Murray B Stein; Michael Höfler; Roselind Lieb; Andreas Maercker; Hans-Ulrich Wittchen
Journal:  Am J Psychiatry       Date:  2005-07       Impact factor: 18.112

6.  A validated predictive algorithm of post-traumatic stress course following emergency department admission after a traumatic stressor.

Authors:  Katharina Schultebraucks; Arieh Y Shalev; Vasiliki Michopoulos; Corita R Grudzen; Soo-Min Shin; Jennifer S Stevens; Jessica L Maples-Keller; Tanja Jovanovic; George A Bonanno; Barbara O Rothbaum; Charles R Marmar; Charles B Nemeroff; Kerry J Ressler; Isaac R Galatzer-Levy
Journal:  Nat Med       Date:  2020-07-06       Impact factor: 53.440

7.  Behavioral inhibition and activation in posttraumatic stress disorder.

Authors:  John H Casada; John D Roache
Journal:  J Nerv Ment Dis       Date:  2005-02       Impact factor: 2.254

8.  Consistent impaired verbal memory in PTSD: a meta-analysis.

Authors:  Grethe E Johnsen; Arve E Asbjørnsen
Journal:  J Affect Disord       Date:  2008-04-02       Impact factor: 4.839

9.  Predeployment neurocognitive functioning predicts postdeployment posttraumatic stress in Army personnel.

Authors:  Kristin W Samuelson; Jennifer Newman; Duna Abu Amara; Meng Qian; Meng Li; Katharina Schultebraucks; Emily Purchia; Afia Genfi; Eugene Laska; Carole Siegel; Rasha Hammamieh; Aarti Gautam; Marti Jett; Charles R Marmar
Journal:  Neuropsychology       Date:  2019-12-02       Impact factor: 3.295

Review 10.  Post-traumatic stress disorder and declarative memory functioning: a review.

Authors:  Kristin W Samuelson
Journal:  Dialogues Clin Neurosci       Date:  2011       Impact factor: 5.986

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  1 in total

1.  High-density EEG sleep correlates of cognitive and affective impairment at 12-month follow-up after COVID-19.

Authors:  Maria Rubega; Luciana Ciringione; Margherita Bertuccelli; Matilde Paramento; Giovanni Sparacino; Andrea Vianello; Stefano Masiero; Antonino Vallesi; Emanuela Formaggio; Alessandra Del Felice
Journal:  Clin Neurophysiol       Date:  2022-06-15       Impact factor: 4.861

  1 in total

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