Use of serial smartphone-based assessments to characterize diverse neuropsychiatric symptom trajectories in a large trauma survivor cohort.


Journal

Translational psychiatry
ISSN: 2158-3188
Titre abrégé: Transl Psychiatry
Pays: United States
ID NLM: 101562664

Informations de publication

Date de publication:
07 01 2023
Historique:
received: 29 06 2021
accepted: 14 12 2022
revised: 25 10 2022
entrez: 7 1 2023
pubmed: 8 1 2023
medline: 11 1 2023
Statut: epublish

Résumé

The authors sought to characterize adverse posttraumatic neuropsychiatric sequelae (APNS) symptom trajectories across ten symptom domains (pain, depression, sleep, nightmares, avoidance, re-experiencing, anxiety, hyperarousal, somatic, and mental/fatigue symptoms) in a large, diverse, understudied sample of motor vehicle collision (MVC) survivors. More than two thousand MVC survivors were enrolled in the emergency department (ED) and completed a rotating battery of brief smartphone-based surveys over a 2-month period. Measurement models developed from survey item responses were used in latent growth curve/mixture modeling to characterize homogeneous symptom trajectories. Associations between individual trajectories and pre-trauma and peritraumatic characteristics and traditional outcomes were compared, along with associations within and between trajectories. APNS across all ten symptom domains were common in the first two months after trauma. Many risk factors and associations with high symptom burden trajectories were shared across domains. Both across and within traditional diagnostic boundaries, APNS trajectory intercepts, and slopes were substantially correlated. Across all domains, symptom severity in the immediate aftermath of trauma (trajectory intercepts) had the greatest influence on the outcome. An interactive data visualization tool was developed to allow readers to explore relationships of interest between individual characteristics, symptom trajectories, and traditional outcomes ( http://itr.med.unc.edu/aurora/parcoord/ ). Individuals presenting to the ED after MVC commonly experience a broad constellation of adverse posttraumatic symptoms. Many risk factors for diverse APNS are shared. Individuals diagnosed with a single traditional outcome should be screened for others. The utility of multidimensional categorizations that characterize individuals across traditional diagnostic domains should be explored.

Identifiants

pubmed: 36609484
doi: 10.1038/s41398-022-02289-y
pii: 10.1038/s41398-022-02289-y
pmc: PMC9823011
doi:

Types de publication

Journal Article Research Support, N.I.H., Extramural Research Support, Non-U.S. Gov't Research Support, U.S. Gov't, Non-P.H.S.

Langues

eng

Sous-ensembles de citation

IM

Pagination

4

Subventions

Organisme : NCATS NIH HHS
ID : UL1 TR001863
Pays : United States
Organisme : NIMH NIH HHS
ID : U01 MH110925
Pays : United States

Informations de copyright

© 2023. The Author(s).

Références

DiMaggio CJ, Avraham JB, Lee DC, Frangos SG, Wall SP. The epidemiology of emergency department trauma discharges in the United States. Academic Emerg Med. 2017;24:1244–56.
doi: 10.1111/acem.13223
National Center for Health Statistics. NHAMCS micro-data file. Hyattsville, MD, 2016.
Platts-Mills TF, Hunold KM, Esserman DA, Sloane PD, McLean SA. Motor vehicle collision-related emergency department visits by older adults in the United States. Academic Emerg Med. 2012;19:821–7.
doi: 10.1111/j.1553-2712.2012.01383.x
McLean SA, Ulirsch JC, Slade GD, Soward AC, Swor RA, Peak DA, et al. Incidence and predictors of neck and widespread pain after motor vehicle collision among US litigants and nonlitigants. Pain 2014;155:309–21.
doi: 10.1016/j.pain.2013.10.016
Beaudoin FL, Gutman R, Merchant RC, Clark MA, Swor RA, Jones JS, et al. Persistent pain after motor vehicle collision: comparative effectiveness of opioids vs nonsteroidal antiinflammatory drugs prescribed from the emergency department—a propensity matched analysis. Pain 2017;158:289–95.
doi: 10.1097/j.pain.0000000000000756
Berglund A, Alfredsson L, Jensen I, Cassidy JD, Nygren A. The association between exposure to a rear-end collision and future health complaints. J Clin Epidemiol. 2001;54:851–6.
doi: 10.1016/S0895-4356(00)00369-3
Carroll LJ, Holm LW, Hogg-Johnson S, Cote P, Cassidy JD, Haldeman S, et al. Course and prognostic factors for neck pain in whiplash-associated disorders (WAD): results of the Bone and Joint Decade 2000-2010 Task Force on Neck Pain and Its Associated Disorders. Spine (Philos Pa 1976) 2008;33:S83–92.
doi: 10.1097/BRS.0b013e3181643eb8
Cassidy JD, Carroll L, Cote P, Berglund A, Nygren A. Low back pain after traffic collisions: a population-based cohort study. Spine 2003;28:1002–9.
doi: 10.1097/01.BRS.0000061983.36544.0D
Cote P, Cassidy JD, Carroll L. The factors associated with neck pain and its related disability in the Saskatchewan population. Spine 2000;25:1109–17.
doi: 10.1097/00007632-200005010-00012
Hincapie CA, Cassidy JD, Cote P, Carroll LJ, Guzman J. Whiplash injury is more than neck pain: a population-based study of pain localization after traffic injury. J Occup Environ Med. 2010;52:434–40.
doi: 10.1097/JOM.0b013e3181bb806d
Feinberg RK, Hu J, Weaver MA, Fillingim RB, Swor RA, Peak DA, et al. Stress-related psychological symptoms contribute to axial pain persistence after motor vehicle collision: path analysis results from a prospective longitudinal study. Pain 2017;158:682–90.
doi: 10.1097/j.pain.0000000000000818
McLean SA, Clauw DJ, Abelson JL, Liberzon I. The development of persistent pain and psychological morbidity after motor vehicle collision: integrating the potential role of stress response systems into a biopsychosocial model. Psychosom Med. 2005;67:783–90.
doi: 10.1097/01.psy.0000181276.49204.bb
Auvergne L, Bortsov AV, Ulirsch JC, Peak DA, Jones JS, Swor RA, et al. Association of epidemiologic factors and genetic variants influencing hypothalamic-pituitary-adrenocortical axis function with postconcussive symptoms after minor motor vehicle collision. Psychosom Med. 2016;78:68–78.
doi: 10.1097/PSY.0000000000000253
McLean SA, Ressler K, Koenen KC, Neylan T, Germine L, Jovanovic T, et al. The AURORA Study: a longitudinal, multimodal library of brain biology and function after traumatic stress exposure. Mol Psychiatry. 2020;25:283–96.
doi: 10.1038/s41380-019-0581-3
Avallone KM, Smith ER, Ma S, Gargan S, Porter KE, Authier CC, et al. PTSD as a mediator in the relationship between post-concussive symptoms and pain among OEF/OIF/OND veterans. Mil Med. 2019;184:e118–e23.
doi: 10.1093/milmed/usy225
Kozak MJ, Cuthbert BN. The NIMH research domain criteria initiative: background, issues, and pragmatics. Psychophysiology 2016;53:286–97.
doi: 10.1111/psyp.12518
Moldofsky H, Rothman L, Kleinman R, Rhind SG, Richardson JD. Disturbed EEG sleep, paranoid cognition and somatic symptoms identify veterans with post-traumatic stress disorder. BJPsych Open. 2016;2:359–65.
doi: 10.1192/bjpo.bp.116.003483
Ulirsch JC, Weaver MA, Bortsov AV, Soward AC, Swor RA, Peak DA, et al. No man is an island: living in a disadvantaged neighborhood influences chronic pain development after motor vehicle collision. Pain 2014;155:2116–23.
doi: 10.1016/j.pain.2014.07.025
Gold PW, Chrousos GP. Organization of the stress system and its dysregulation in melancholic and atypical depression: high vs low CRH/NE states. Mol Psychiatry. 2002;7:254–75.
doi: 10.1038/sj.mp.4001032
Doerig N, Krieger T, Altenstein D, Schlumpf Y, Spinelli S, Spati J, et al. Amygdala response to self-critical stimuli and symptom improvement in psychotherapy for depression. Br J Psychiatry. 2016;208:175–81.
doi: 10.1192/bjp.bp.114.149971
Gollan JK, Buchanan A, Connolly M, Hoxha D, Sankin L, Csernansky JG, et al. Differences in the neural correlates of affective responses in depressed and healthy women. Psychiatry Res. 2015;234:336–45.
doi: 10.1016/j.pscychresns.2015.10.006
Liu CH, Ma X, Song LP, Fan J, Wang WD, Lv XY, et al. Abnormal spontaneous neural activity in the anterior insular and anterior cingulate cortices in anxious depression. Behav Brain Res. 2015;281:339–47.
doi: 10.1016/j.bbr.2014.11.047
Koren D, Arnon I, Lavie P, Klein E. Sleep complaints as early predictors of posttraumatic stress disorder: a 1-year prospective study of injured survivors of motor vehicle accidents. Am J Psychiatry. 2002;159:855–7.
doi: 10.1176/appi.ajp.159.5.855
Kobayashi I, Sledjeski EM, Spoonster E, Fallon WF Jr., Delahanty DL. Effects of early nightmares on the development of sleep disturbances in motor vehicle accident victims. J Trauma Stress. 2008;21:548–55.
doi: 10.1002/jts.20368
Bryant RA, Creamer M, O’Donnell M, Silove D, McFarlane AC. Sleep disturbance immediately prior to trauma predicts subsequent psychiatric disorder. Sleep 2010;33:69–74.
doi: 10.1093/sleep/33.1.69
van Liempt S, van Zuiden M, Westenberg H, Super A, Vermetten E. Impact of impaired sleep on the development of PTSD symptoms in combat veterans: a prospective longitudinal cohort study. Depress Anxiety. 2013;30:469–74.
doi: 10.1002/da.22054
McAndrew LM, Lu SE, Phillips LA, Maestro K, Quigley KS. Mutual maintenance of PTSD and physical symptoms for Veterans returning from deployment. Eur J Psychotraumatol. 2019;10:1608717.
doi: 10.1080/20008198.2019.1608717
Scott JC, Matt GE, Wrocklage KM, Crnich C, Jordan J, Southwick SM, et al. A quantitative meta-analysis of neurocognitive functioning in posttraumatic stress disorder. Psychol Bull. 2015;141:105–40.
doi: 10.1037/a0038039
Christensen H, Griffiths K, Mackinnon A, Jacomb P. A quantitative review of cognitive deficits in depression and Alzheimer-type dementia. J Int Neuropsychol Soc. 1997;3:631–51.
doi: 10.1017/S1355617797006310
Zakzanis KK, Leach L, Kaplan E. On the nature and pattern of neurocognitive function in major depressive disorder. Neuropsychiatry Neuropsychol Behav Neurol. 1998;11:111–9.
Henry JD, Crawford JR. A meta-analytic review of verbal fluency deficits in depression. J Clin Exp Neuropsychol. 2005;27:78–101.
doi: 10.1080/138033990513654
Boffa JW, Norr AM, Raines AM, Albanese BJ, Short NA, Schmidt NB. Anxiety sensitivity prospectively predicts posttraumatic stress symptoms following a campus shooting. Behav Ther. 2016;47:367–76.
doi: 10.1016/j.beth.2016.02.006
Olatunji BO, Fan Q. Anxiety sensitivity and post-traumatic stress reactions: evidence for intrusions and physiological arousal as mediating and moderating mechanisms. J Anxiety Disord. 2015;34:76–85.
doi: 10.1016/j.janxdis.2015.06.002
Pole N. The psychophysiology of posttraumatic stress disorder: a meta-analysis. Psychol Bull. 2007;133:725–46.
doi: 10.1037/0033-2909.133.5.725
Jovanovic T, Sakoman AJ, Kozaric-Kovacic D, Mestrovic AH, Duncan EJ, Davis M, et al. Acute stress disorder versus chronic posttraumatic stress disorder: inhibition of fear as a function of time since trauma. Depress Anxiety. 2013;30:217–24.
doi: 10.1002/da.21991
Orr SP, Metzger LJ, Lasko NB, Macklin ML, Hu FB, Shalev AY, et al. Physiologic responses to sudden, loud tones in monozygotic twins discordant for combat exposure: association with posttraumatic stress disorder. Arch Gen Psychiatry. 2003;60:283–8.
doi: 10.1001/archpsyc.60.3.283
Shalev AY, Peri T, Brandes D, Freedman S, Orr SP, Pitman RK. Auditory startle response in trauma survivors with posttraumatic stress disorder: a prospective study. Am J Psychiatry. 2000;157:255–61.
doi: 10.1176/appi.ajp.157.2.255
McLean SA. The scientific journey to predicting and preventing postoperative pain: recalling Dr. Wall’s stories along the way. Anesthesiology 2013;119:1244–6.
doi: 10.1097/ALN.0000000000000014
Linnstaedt SD, Hu J, Liu AY, Soward AC, Bollen KA, Wang HE, et al. Methodology of AA CRASH: a prospective observational study evaluating the incidence and pathogenesis of adverse post-traumatic sequelae in African-Americans experiencing motor vehicle collision. BMJ Open. 2016;6:e012222.
doi: 10.1136/bmjopen-2016-012222
Statistics CNCfH. National Hospital Ambulatory Medical Care Survey: 2011 emergency department summary tables. http://www.cdc.gov/nchs/data/ahcd/nhamcs_emergency/2011_ed_web_tables.pdf . 2011.

Auteurs

Francesca L Beaudoin (FL)

Department of Epidemiology, Brown University, Providence, RI, USA.
Department of Emergency Medicine, Brown University, Providence, RI, USA.

Xinming An (X)

Institute for Trauma Recovery, Department of Anesthesiology, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA.

Archana Basu (A)

Department of Epidemiology, Harvard T.H. Chan School of Public Health, Harvard University, Boston, MA, USA.

Yinyao Ji (Y)

Institute for Trauma Recovery, Department of Psychiatry, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA.

Mochuan Liu (M)

Institute for Trauma Recovery, Department of Psychiatry, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA.
Department of Biostatistics, Gillings School of Global Public Health, University of North Carolina, Chapel Hill, NC, USA.

Ronald C Kessler (RC)

Department of Health Care Policy, Harvard Medical School, Boston, MA, USA.

Robert F Doughtery (RF)

Mindstrong Health, Mountain View, CA, USA.

Donglin Zeng (D)

Department of Biostatistics, Gillings School of Global Public Health, University of North Carolina, Chapel Hill, NC, USA.

Kenneth A Bollen (KA)

Department of Psychology and Neuroscience & Department of Sociology, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA.

Stacey L House (SL)

Department of Emergency Medicine, Washington University School of Medicine, St. Louis, MO, USA.

Jennifer S Stevens (JS)

Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta, GA, USA.

Thomas C Neylan (TC)

Departments of Psychiatry and Neurology, University of California San Francisco, San Francisco, CA, USA.

Gari D Clifford (GD)

Department of Biomedical Informatics, Emory University School of Medicine, Atlanta, GA, USA.
Department of Biomedical Engineering, Georgia Institute of Technology and Emory University, Atlanta, GA, USA.

Tanja Jovanovic (T)

Department of Psychiatry and Behavioral Neurosciences, Wayne State University, Detroit, MA, USA.

Sarah D Linnstaedt (SD)

Institute for Trauma Recovery, Department of Anesthesiology, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA.

Laura T Germine (LT)

Institute for Technology in Psychiatry, McLean Hospital, Belmont, MA, USA.
The Many Brains Project, Belmont, MA, USA.
Department of Psychiatry, Harvard Medical School, Boston, MA, USA.

Scott L Rauch (SL)

Institute for Technology in Psychiatry, McLean Hospital, Belmont, MA, USA.
Department of Psychiatry, Harvard Medical School, Boston, MA, USA.
Department of Psychiatry, McLean Hospital, Belmont, MA, USA.

John P Haran (JP)

Department of Emergency Medicine, University of Massachusetts Medical School, Worcester, MA, USA.

Alan B Storrow (AB)

Department of Emergency Medicine, Vanderbilt University Medical Center, Nashville, TN, USA.

Christopher Lewandowski (C)

Department of Emergency Medicine, Henry Ford Health System, Detroit, MI, USA.

Paul I Musey (PI)

Department of Emergency Medicine, Indiana University School of Medicine, Indianapolis, IN, USA.

Phyllis L Hendry (PL)

Department of Emergency Medicine, University of Florida College of Medicine -Jacksonville, Jacksonville, FL, USA.

Sophia Sheikh (S)

Department of Emergency Medicine, University of Florida College of Medicine -Jacksonville, Jacksonville, FL, USA.

Christopher W Jones (CW)

Department of Emergency Medicine, Cooper Medical School of Rowan University, Camden, NJ, USA.

Brittany E Punches (BE)

Department of Emergency Medicine, University of Cincinnati College of Medicine, Cincinnati, OH, USA.
College of Nursing, University of Cincinnati, Cincinnati, OH, USA.

Michael C Kurz (MC)

Department of Emergency Medicine, University of Alabama School of Medicine, Birmingham, AL, USA.
Department of Surgery, Division of Acute Care Surgery, University of Alabama School of Medicine, Birmingham, AL, USA.
Center for Injury Science, University of Alabama at Birmingham, Birmingham, AL, USA.

Robert A Swor (RA)

Department of Emergency Medicine, Oakland University William Beaumont School of Medicine, Rochester, MI, USA.

Vishnu P Murty (VP)

Department of Psychology, Temple University, Philadelphia, PA, USA.

Meghan E McGrath (ME)

Department of Emergency Medicine, Boston Medical Center, Boston, MA, USA.

Lauren A Hudak (LA)

Department of Emergency Medicine, Emory University School of Medicine, Atlanta, GA, USA.

Jose L Pascual (JL)

Department of Surgery, Department of Neurosurgery, University of Pennsylvania, Philadelphia, PA, USA.
Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.

Elizabeth M Datner (EM)

Department of Emergency Medicine, Einstein Healthcare Network, Philadelphia, PA, USA.
Department of Emergency Medicine, Sidney Kimmel Medical College, Thomas Jefferson University, Philadelphia, PA, USA.

Anna M Chang (AM)

Department of Emergency Medicine, Jefferson University Hospitals, Philadelphia, PA, USA.

Claire Pearson (C)

Department of Emergency Medicine, Wayne State University, Detroit, MI, USA.

David A Peak (DA)

Department of Emergency Medicine, Massachusetts General Hospital, Boston, MA, USA.

Roland C Merchant (RC)

Department of Emergency Medicine, Brigham and Women's Hospital, Boston, MA, USA.

Robert M Domeier (RM)

Department of Emergency Medicine, Saint Joseph Mercy Hospital, Ypsilanti, MI, USA.

Niels K Rathlev (NK)

Department of Emergency Medicine, University of Massachusetts Medical School-Baystate, Springfield, MA, USA.

Brian J O' Neil (BJO)

Department of Emergency Medicine, Wayne State University, Detroit, MI, USA.

Paulina Sergot (P)

Department of Emergency Medicine, McGovern Medical School, University of Texas Health, Houston, TX, USA.

Leon D Sanchez (LD)

Department of Emergency Medicine, Beth Israel Deaconess Medical Center, Boston, MA, USA.
Department of Emergency Medicine, Harvard Medical School, Boston, MA, USA.

Steven E Bruce (SE)

Department of Psychological Sciences, University of Missouri - St. Louis, St. Louis, MO, USA.

Justin T Baker (JT)

Mindstrong Health, Mountain View, CA, USA.

Jutta Joormann (J)

Department of Psychology, Yale University, West Haven, CT, USA.

Mark W Miller (MW)

National Center for PTSD, Behavioral Science Division, VA Boston Healthcare System, Boston, MA, USA.
Department of Psychiatry, Boston University School of Medicine, Boston, MA, USA.

Robert H Pietrzak (RH)

National Center for PTSD, Clinical Neurosciences Division, VA Connecticut Healthcare System, West Haven, CT, USA.
Department of Psychiatry, Yale School of Medicine, West Haven, CT, USA.

Deanna M Barch (DM)

Department of Psychological & Brain Sciences, Washington University in St. Louis, St. Louis, MO, USA.

Diego A Pizzagalli (DA)

Department of Psychiatry, Harvard Medical School, Boston, MA, USA.
Division of Depression and Anxiety, McLean Hospital, Belmont, MA, USA.

John F Sheridan (JF)

Department of Biosciences, OSU Wexner Medical Center, Columbus, OH, USA.
Institute for Behavioral Medicine Research, OSU Wexner Medical Center, Columbus, OH, USA.

Jordan W Smoller (JW)

Department of Psychiatry, Psychiatric and Neurodevelopmental Genetics Unit, Massachusetts General Hospital, Boston, MA, USA.
Stanley Center for Psychiatric Research, Broad Institute, Cambridge, MA, USA.

Steven E Harte (SE)

Department of Anesthesiology, University of Michigan Medical School, Ann Arbor, MI, USA.
Department of Internal Medicine-Rheumatology, University of Michigan Medical School, Ann Arbor, MI, USA.

James M Elliott (JM)

Kolling Institute of Medical Research, University of Sydney, St Leonards, NSW, Australia.
Faculty of Medicine and Health, University of Sydney, Northern Sydney Local, Health District, NSW, Australia.
Physical Therapy & Human Movement Sciences, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA.

Karestan C Koenen (KC)

Department of Epidemiology, Harvard T.H. Chan School of Public Health, Harvard University, Boston, MA, USA.

Kerry J Ressler (KJ)

Department of Psychiatry, Harvard Medical School, Boston, MA, USA.
Division of Depression and Anxiety, McLean Hospital, Belmont, MA, USA.

Samuel A McLean (SA)

Institute for Trauma Recovery, Department of Psychiatry, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA. smclean@aims.unc.edu.
Department of Emergency Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA. smclean@aims.unc.edu.

Articles similaires

[Redispensing of expensive oral anticancer medicines: a practical application].

Lisanne N van Merendonk, Kübra Akgöl, Bastiaan Nuijen
1.00
Humans Antineoplastic Agents Administration, Oral Drug Costs Counterfeit Drugs

Smoking Cessation and Incident Cardiovascular Disease.

Jun Hwan Cho, Seung Yong Shin, Hoseob Kim et al.
1.00
Humans Male Smoking Cessation Cardiovascular Diseases Female
Humans United States Aged Cross-Sectional Studies Medicare Part C
1.00
Humans Yoga Low Back Pain Female Male

Classifications MeSH