Outcomes after Complicated and Uncomplicated Mild Traumatic Brain Injury at Three-and Six-Months Post-Injury: Results from the CENTER-TBI Study
Abstract
:1. Introduction
2. Materials and Methods
2.1. Study Design
2.2. Study Participants
2.3. Instruments
2.3.1. Health-Related Quality of Life (HRQoL)
2.3.2. Functional Outcome
2.3.3. Post-Traumatic Stress, Depression, and Anxiety
2.4. Ethical Approval
2.5. Statistical Analyses
3. Results
3.1. Study Sample
3.2. Descriptive Statistics of Outcomes
3.3. MANOVA-RM
3.4. Post-Hoc Comparisons
3.4.1. Health-Related Quality of Life
3.4.2. Functional Outcome
3.4.3. Post-Traumatic Stress, Depression, and Anxiety
4. Discussion
5. Conclusions
Supplementary Materials
Author Contributions
Funding
Acknowledgments
Conflicts of Interest
Appendix A
Uncomplicated mTBI (n = 569) | Complicated mTBI (n = 535) | ||||
---|---|---|---|---|---|
Outcome | Time Points | M | SD | M | SD |
SF-36 PCS | 3mo | 47.41 | 10.56 | 45.56 | 10.22 |
6mo | 48.58 | 10.37 | 47.59 | 10.01 | |
SF-36 MCS | 3mo | 48.24 | 10.89 | 45.98 | 12.14 |
6mo | 48.62 | 11.12 | 47.24 | 11.98 | |
PCL-5 | 3mo | 11.80 | 13.00 | 13.33 | 13.86 |
6mo | 10.45 | 12.39 | 12.42 | 13.51 | |
PHQ-9 | 3mo | 4.69 | 4.90 | 5.17 | 5.18 |
6mo | 4.40 | 4.92 | 4.84 | 5.10 | |
GAD-7 | 3mo | 3.35 | 4.25 | 3.77 | 4.65 |
6mo | 3.15 | 4.02 | 3.61 | 4.64 | |
QOLIBRI | 3mo | 74.77 | 16.46 | 70.79 | 17.45 |
6mo | 75.17 | 17.18 | 72.32 | 17.20 | |
GOSE | 3mo | 7.17 | 1.10 | 6.53 | 1.42 |
6mo | 7.30 | 1.06 | 6.73 | 1.32 |
Appendix B
References
- Maas, A.I.R.; Menon, D.K.; Adelson, P.D.; Andelic, N.; Bell, M.J.; Belli, A.; Bragge, P.; Brazinova, A.; Buki, A.; Chesnut, R.M. Traumatic brain injury: Integrated approaches to improve prevention, clinical care, and research. Lancet Neurol. 2017, 16, 987–1048. [Google Scholar] [CrossRef][Green Version]
- Majdan, M.; Plancikova, D.; Brazinova, A.; Rusnak, M.; Nieboer, D.; Feigin, V.; Maas, A. Epidemiology of traumatic brain injuries in europe: A cross-sectional analysis. Lancet Public Health 2016, 1, e76–e83. [Google Scholar] [CrossRef]
- Williams, D.H.; Levin, H.S.; Eisenberg, H.M. Mild head injury classification. Neurosurgery 1990, 27, 422–428. [Google Scholar] [CrossRef] [PubMed]
- Iverson, G.L. Complicated vs uncomplicated mild traumatic brain injury: Acute neuropsychological outcome. Brain Inj. 2006, 20, 1335–1344. [Google Scholar] [CrossRef] [PubMed]
- Kashluba, S.; Hanks, R.A.; Casey, J.E.; Millis, S.R. Neuropsychologic and functional outcome after complicated mild traumatic brain injury. Arch. Phys. Med. Rehabil. 2008, 89, 904–911. [Google Scholar] [CrossRef] [PubMed]
- van der Naalt, J.; van Zomeren, A.H.; Sluiter, W.J.; Minderhoud, J.M. One year outcome in mild to moderate head injury: The predictive value of acute injury characteristics related to complaints and return to work. J. Neurol. Neurosurg. Psychiatry 1999, 66, 207–213. [Google Scholar] [CrossRef][Green Version]
- Iverson, G.L.; Lange, R.T.; Waljas, M.; Liimatainen, S.; Dastidar, P.; Hartikainen, K.M.; Soimakallio, S.; Ohman, J. Outcome from complicated versus uncomplicated mild traumatic brain injury. Rehabil. Res. Pract. 2012, 2012, 415740. [Google Scholar] [CrossRef]
- Lee, H.; Wintermark, M.; Gean, A.D.; Ghajar, J.; Manley, G.T.; Mukherjee, P. Focal lesions in acute mild traumatic brain injury and neurocognitive outcome: Ct versus 3t mri. J. Neurotrauma 2008, 25, 1049–1056. [Google Scholar] [CrossRef]
- Panenka, W.J.; Lange, R.T.; Bouix, S.; Shewchuk, J.R.; Heran, M.K.; Brubacher, J.R.; Eckbo, R.; Shenton, M.E.; Iverson, G.L. Neuropsychological outcome and diffusion tensor imaging in complicated versus uncomplicated mild traumatic brain injury. PLoS ONE 2015, 10, e0122746. [Google Scholar] [CrossRef]
- van der Naalt, J.; Hew, J.M.; van Zomeren, A.H.; Sluiter, W.J.; Minderhoud, J.M. Computed tomography and magnetic resonance imaging in mild to moderate head injury: Early and late imaging related to outcome. Ann. Neurol. 1999, 46, 70–78. [Google Scholar] [CrossRef]
- Dikmen, S.; Machamer, J.; Temkin, N. Mild traumatic brain injury: Longitudinal study of cognition, functional status, and post-traumatic symptoms. J. Neurotrauma 2017, 34, 1524–1530. [Google Scholar] [CrossRef] [PubMed]
- Veeramuthu, V.; Narayanan, V.; Ramli, N.; Hernowo, A.; Waran, V.; Bondi, M.W.; Delano-Wood, L.; Ganesan, D. Neuropsychological outcomes in patients with complicated versus uncomplicated mild traumatic brain injury: 6-month follow-up. World Neurosurg. 2017, 97, 416–423. [Google Scholar] [CrossRef] [PubMed]
- McMahon, P.; Hricik, A.; Yue, J.K.; Puccio, A.M.; Inoue, T.; Lingsma, H.F.; Beers, S.R.; Gordon, W.A.; Valadka, A.B.; Manley, G.T.; et al. Symptomatology and functional outcome in mild traumatic brain injury: Results from the prospective track-tbi study. J. Neurotrauma 2014, 31, 26–33. [Google Scholar] [CrossRef] [PubMed]
- Karr, J.E.; Iverson, G.L.; Berghem, K.; Kotilainen, A.K.; Terry, D.P.; Luoto, T.M. Complicated mild traumatic brain injury in older adults: Post-concussion symptoms and functional outcome at one week post injury. Brain Inj. 2020, 34, 26–33. [Google Scholar] [CrossRef] [PubMed]
- Voormolen, D.C.; Haagsma, J.A.; Polinder, S.; Maas, A.I.R.; Steyerberg, E.W.; Vuleković, P.; Sewalt, C.A.; Gravesteijn, B.Y.; Covic, A.; Andelic, N.; et al. Post-concussion symptoms in complicated vs. Uncomplicated mild traumatic brain injury patients at three and six months post-injury: Results from the center-tbi study. J. Clin. Med. 2019, 8, 1921. [Google Scholar] [CrossRef][Green Version]
- Polinder, S.; Haagsma, J.A.; van Klaveren, D.; Steyerberg, E.W.; van Beeck, E.F. Health-related quality of life after tbi: A systematic review of study design, instruments, measurement properties, and outcome. Popul. Health Metr. 2015, 13, 4. [Google Scholar] [CrossRef][Green Version]
- von Steinbuechel, N.; Richter, S.; Morawetz, C.; Riemsma, R. Assessment of subjective health and health-related quality of life in persons with acquired or degenerative brain injury. Curr. Opin. Neurol. 2005, 18, 681–691. [Google Scholar] [CrossRef]
- Guyatt, G.H.; Feeny, D.H.; Patrick, D.L. Measuring health-related quality of life. Ann. Intern. Med. 1993, 118, 622–629. [Google Scholar] [CrossRef]
- von Steinbuechel, N.; Petersen, C.; Bullinger, M.; Group, Q. Assessment of health-related quality of life in persons after traumatic brain injury—Development of the qolibri, a specific measure. Acta Neurochir. Suppl. 2005, 93, 43–49. [Google Scholar]
- Maestas, K.L.; Sander, A.M.; Clark, A.N.; van Veldhoven, L.M.; Struchen, M.A.; Sherer, M.; Hannay, H.J. Preinjury coping, emotional functioning, and quality of life following uncomplicated and complicated mild traumatic brain injury. J. Head Trauma Rehabil. 2014, 29, 407–417. [Google Scholar] [CrossRef]
- Ewing-Cobbs, L.; Prasad, M.; Fletcher, J.M.; Levin, H.S.; Miner, M.E.; Eisenberg, H.M. Attention after pediatric traumatic brain injury: A multidimensional assessment. Child. Neuropsychol. 1998, 4, 35–48. [Google Scholar] [CrossRef]
- Nelson, L.D.; Ranson, J.; Ferguson, A.R.; Giacino, J.; Okonkwo, D.O.; Valadka, A.; Manley, G.; McCrea, M. Validating multidimensional outcome assessment using the tbi common data elements: An analysis of the track-tbi pilot sample. J. Neurotrauma 2017, 34, 3158–3172. [Google Scholar] [CrossRef] [PubMed]
- Maas, A.I.; Menon, D.K.; Steyerberg, E.W.; Citerio, G.; Lecky, F.; Manley, G.T.; Hill, S.; Legrand, V.; Sorgner, A.; Participants, C.-T.; et al. Collaborative european neurotrauma effectiveness research in traumatic brain injury (center-tbi): A prospective longitudinal observational study. Neurosurgery 2015, 76, 67–80. [Google Scholar] [CrossRef] [PubMed][Green Version]
- Steyerberg, E.; Wiegers, E.; Sewalt, C.; Buki, A.; Citerio, G.; Keyser, V.; Ercole, A.; Kunzmann, K.; Lanyon, L.; Lecky, F.; et al. Case-mix, care pathways, and outcomes in patients with traumatic brain injury in center-tbi: A european prospective, multicentre, longitudinal, cohort study. Lancet Neurol. 2019, 18, 923–934. [Google Scholar] [CrossRef]
- Abouleish, A.E.; Leib, M.L.; Cohen, N.H. Asa provides examples to each asa physical status class. ASA Newsl. 2015, 79, 38–49. [Google Scholar]
- Ware, J.E., Jr.; Sherbourne, C.D. The mos 36-item short-form health survey (sf-36). I. Conceptual framework and item selection. Med. Care 1992, 30, 473–483. [Google Scholar] [CrossRef]
- Ware, J.E. User’s Manual for the Sf-36v2 Health Survey; Quality Metric: Lincoln, UK, 2007. [Google Scholar]
- von Steinbuchel, N.; Wilson, L.; Gibbons, H.; Hawthorne, G.; Hofer, S.; Schmidt, S.; Bullinger, M.; Maas, A.; Neugebauer, E.; Powell, J.; et al. Quality of life after brain injury (qolibri): Scale validity and correlates of quality of life. J. Neurotrauma 2010, 27, 1157–1165. [Google Scholar] [CrossRef]
- Wilson, L.; Marsden-Loftus, I.; Koskinen, S.; Bakx, W.; Bullinger, M.; Formisano, R.; Maas, A.; Neugebauer, E.; Powell, J.; Sarajuuri, J. Interpreting quality of life after brain injury scores: Cross-walk with the short form-36. J. Neurotrauma 2017, 34, 59–65. [Google Scholar] [CrossRef]
- Jennett, B.; Snoek, J.; Bond, M.R.; Brooks, N. Disability after severe head injury: Observations on the use of the glasgow outcome scale. J. Neurol. Neurosurg. Psychiatry 1981, 44, 285–293. [Google Scholar] [CrossRef]
- Wilson, J.T.; Pettigrew, L.E.; Teasdale, G.M. Structured interviews for the glasgow outcome scale and the extended glasgow outcome scale: Guidelines for their use. J. Neurotrauma 1998, 15, 573–585. [Google Scholar] [CrossRef]
- Jackson, C. Multi-state models for panel data: The msm package for R. J. Stat. Softw. 2011, 38, 28. [Google Scholar] [CrossRef][Green Version]
- Blanchard, E.B.; Jones-Alexander, J.; Buckley, T.C.; Forneris, C.A. Psychometric properties of the ptsd checklist (pcl). Behav. Res. Ther. 1996, 34, 669–673. [Google Scholar] [CrossRef]
- American Psychiatric Association. Diagnostic and Statistical Manual of Mental Disorders, 5th ed.; (dsm-5); American Psychiatric Association: Arlington, VA, USA, 2013. [Google Scholar]
- Stein, M.B.; Jain, S.; Giacino, J.T.; Levin, H.; Dikmen, S.; Nelson, L.D.; Vassar, M.J.; Okonkwo, D.O.; Diaz-Arrastia, R.; Robertson, C.S.; et al. Risk of posttraumatic stress disorder and major depression in civilian patients after mild traumatic brain injury: A track-tbi study. JAMA Psychiatry 2019, 76, 249–258. [Google Scholar] [CrossRef] [PubMed]
- Kroenke, K.; Spitzer, R.L.; Williams, J.B.W. The phq-9: Validity of a brief depression severity measure. J. Gen. Intern. Med. 2001, 16, 606–613. [Google Scholar] [CrossRef]
- American Psychiatric Association. Diagnostic and Statistical Manual of Mental Disorders, 4th ed.; (dsm-iv); American Psychiatric Association: Washington, DC, USA, 1994. [Google Scholar]
- Kroenke, K.; Spitzer, R.L. The phq-9: A new depression diagnostic and severity measure. Psychiatr. Ann. 2002, 32, 509–515. [Google Scholar] [CrossRef][Green Version]
- Spitzer, R.L.; Kroenke, K.; Williams, J.B.; Lowe, B. A brief measure for assessing generalized anxiety disorder: The gad-7. Arch. Intern. Med. 2006, 166, 1092–1097. [Google Scholar] [CrossRef][Green Version]
- Friedrich, S.; Konietschke, F.; Pauly, M. Manova.Rm: Resampling-Based Analysis of Multivariate Data and Repeated Measures Designs (Version R Package Version 0.4.1.). 2020. Available online: http://github.com/smn74/MANOVA.RM (accessed on 8 April 2020).
- Friedrich, S.; Konietschke, F.; Pauly, M. Resampling-based analysis of multivariate data and repeated measures designs with the r package manova.Rm. R J. 2019, 11, 380–400. [Google Scholar]
- R Core Team. R: A Language and Environment for Statistical Computing; R Foundation for Statistical Computing: Vienna, Austria, 2019. [Google Scholar]
- Shinn, E.; Pate, A.; Pinto, F.; Chendrasekhar, A. Long-term outcomes after mild traumatic brain injury. J. Am. Coll. Surg. 2014, 219, e144–e145. [Google Scholar] [CrossRef]
- Ponsford, J.; Nguyen, S.; Downing, M.; Bosch, M.; McKenzie, J.E.; Turner, S.; Chau, M.; Mortimer, D.; Gruen, R.L.; Knott, J. Factors associated with persistent post-concussion symptoms following mild traumatic brain injury in adults. J. Rehabil. Med. 2019, 51, 32–39. [Google Scholar] [CrossRef][Green Version]
- Yuh, E.L.; Mukherjee, P.; Lingsma, H.F.; Yue, J.K.; Ferguson, A.R.; Gordon, W.A.; Valadka, A.B.; Schnyer, D.M.; Okonkwo, D.O.; Maas, A.I.; et al. Magnetic resonance imaging improves 3-month outcome prediction in mild traumatic brain injury. Ann. Neurol. 2013, 73, 224–235. [Google Scholar] [CrossRef]
- Corrigan, J.; Harrison-Felix, C.; Bogner, J.; Dijkers, M.; Terrill, M.; Whiteneck, G. Systematic bias in traumatic brain injury outcome studies because of loss to follow-up. Arch. Phys. Med. Rehabil. 2003, 84, 153–160. [Google Scholar] [CrossRef] [PubMed]
- O’Neill, J.; Hibbard, M.R.; Brown, M.; Jaffe, M.; Sliwinski, M.; Vandergoot, D.; Weiss, M.J. The effect of employment on quality of life and community integration after traumatic brain injury. J. Head Trauma Rehabil. 1998, 13, 68–79. [Google Scholar] [CrossRef] [PubMed]
Study Sample | Uncomplicated | Complicated | p-Value | |
---|---|---|---|---|
N | 1104 | 569 (51.5%) | 535 (48.5%) | |
Care paths | <0.01 | |||
ER | 338 (30.6%) | 286 (50.3%) | 52 (9.7%) | |
Admission | 525 (47.6%) | 236 (41.5%) | 289 (54.0%) | |
ICU | 241 (21.8%) | 47 (8.3%) | 194 (36.3%) | |
Demographic characteristics | ||||
Gender (male) | 700 (63.4%) | 352 (61.9%) | 348 (65.0%) | 0.272 |
Age1 (years) | 54 [37.3–67] | 51 [35–65] | 58 [40–68] | <0.01 |
Socio-economic characteristics | ||||
Education1 (years) | 14 [12–17] | 14 [12–17] | 14 [11–17] | 0.054 |
Employment status before injury | ||||
Working 2 | 593 (53.7%) | 331 (58.2%) | 262 (49.0%) | <0.01 |
Pre-injury health status and medical history | ||||
Pre-injury ASA-PS classification | 0.175 | |||
A patient with mild systemic disease | 377 (34.1%) | 181 (31.8%) | 196 (36.6%) | |
A patient with severe systemic disease | 106 (9.6%) | 60 (10.5%) | 46 (8.6%) | |
Previous TBI | 129 (11.7%) | 84 (14.8%) | 45 (8.4%) | <0.01 |
Cause of injury | ||||
Injury Mechanism | 0.409 | |||
Road traffic accident | 429 (38.9%) | 222 (39.0%) | 207 (38.7%) | |
Incidental fall | 517 (46.8%) | 265 (46.6%) | 252 (47.2%) | |
Other non-intentional | 60 (5.4%) | 36 (6.3%) | 24 (4.5%) | |
Violence/assault | 38 (3.4%) | 19 (3.3%) | 19 (3.6%) | |
Act of mass violence | 1 (0.1%) | - | 1 (0.2%) | |
Suicide attempt | 7 (0.6%) | 2 (0.4%) | 5 (0.9%) | |
Other | 36 (3.3%) | 20 (3.5%) | 16 (3.0%) | |
Unknown | 16 (1.4) | 5 (0.9%) | 11 (2.1%) | |
Clinical presentation | ||||
GCS baseline1 | 15 [15–15] | 15 [15–15] | 15 [14,15] | <0.01 |
13 | 65 (5.9%) | 9 (1.6%) | 56 (10.5%) | |
14 | 155 (14.0%) | 53 (9.3%) | 102 (19.1%) | |
15 | 884 (80.1%) | 507 (89.1%) | 377 (70.5%) | |
CT characteristics | ||||
Computed Tomography | ||||
Any intracranial injury on first CT | 535 (48.5%) | 0 (0.0%) | 535 (100%) | <0.01 |
Outcome | Time Points | Uncomplicated mTBI (n = 569) | Complicated mTBI (n = 535) |
---|---|---|---|
SF-36 PCS | 3mo | 24% | 29% |
6mo | 21% | 22% | |
SF-36 MCS | 3mo | 22% | 30% |
6mo | 21% | 28% | |
PCL-5 | 3mo | 10% | 10% |
6mo | 8% | 10% | |
PHQ-9 | 3mo | 16% | 19% |
6mo | 16% | 16% | |
GAD-7 | 3mo | 11% | 13% |
6mo | 8% | 11% | |
QOLIBRI | 3mo | 19% | 26% |
6mo | 19% | 21% | |
GOSE | 3mo | 23% | 41% |
6mo | 16% | 35% |
Analysis | Dependent Variable(s) | Independent Variable | (M)ATS | df1 | df2 | p |
---|---|---|---|---|---|---|
MANOVA RM | Multiple outcomes * | mTBI | 197.538 | - | - | <0.001 |
Time points | 34.708 | - | - | <0.001 | ||
mTBI: Time points | 2.932 | - | - | 0.158 | ||
ANOVA RM | SF-36 PCS | mTBI | 5.897 | 1 | 1365.422 | 0.015 |
Time points | 61.133 | 1 | - | <0.001 | ||
mTBI: Time points | 4.361 | 1 | - | 0.037 | ||
SF-36 MCS | mTBI | 7.879 | 1 | 1399.985 | 0.005 | |
Time points | 10.502 | 1 | - | 0.001 | ||
mTBI: Time points | 3.058 | 1 | - | 0.080 | ||
PCL-5 | mTBI | 5.481 | 1 | 1366.071 | 0.019 | |
Time points | 16.902 | 1 | - | <0.001 | ||
mTBI: Time points | 0.653 | 1 | - | 0.448 | ||
PHQ-9 | mTBI | 2.632 | 1 | 1386.136 | 0.114 | |
Time points | 9.075 | 1 | - | 0.005 | ||
mTBI: Time points | 0.032 | 1 | - | 0.848 | ||
GAD-7 | mTBI | 3.216 | 1 | 1425.187 | 0.073 | |
Time points | 3.137 | 1 | - | 0.077 | ||
mTBI: Time points | 0.026 | 1 | - | 0.872 | ||
QOLIBRI | mTBI | 12.25 | 1 | 1337.174 | <0.001 | |
Time points | 8.588 | 1 | - | 0.003 | ||
mTBI: Time points | 2.980 | 1 | - | 0.084 | ||
GOSE | mTBI | 80.944 | 1 | 1444.067 | <0.001 | |
Time points | 26.15 | 1 | - | <0.001 | ||
mTBI: Time points | 1.057 | 1 | - | 0.304 |
Outcome | mTBI | Time Points | Interaction |
---|---|---|---|
SF-36 PCS | -- | ++ | -- |
SF-36 MCS | ++ | ++ | -- |
PCL-5 | -- | ++ | -- |
PHQ-9 | -- | ++ | -- |
GAD-7 | -- | -- | -- |
QOLIBRI | ++ | ++ | -- |
GOSE | ++ | ++ | -- |
© 2020 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
Share and Cite
Voormolen, D.C.; Zeldovich, M.; Haagsma, J.A.; Polinder, S.; Friedrich, S.; Maas, A.I.R.; Wilson, L.; Steyerberg, E.W.; Covic, A.; Andelic, N.; Plass, A.M.; Wu, Y.-J.; Asendorf, T.; von Steinbüechel, N.; Participants Investigators, C.-T. Outcomes after Complicated and Uncomplicated Mild Traumatic Brain Injury at Three-and Six-Months Post-Injury: Results from the CENTER-TBI Study. J. Clin. Med. 2020, 9, 1525. https://doi.org/10.3390/jcm9051525
Voormolen DC, Zeldovich M, Haagsma JA, Polinder S, Friedrich S, Maas AIR, Wilson L, Steyerberg EW, Covic A, Andelic N, Plass AM, Wu Y-J, Asendorf T, von Steinbüechel N, Participants Investigators C-T. Outcomes after Complicated and Uncomplicated Mild Traumatic Brain Injury at Three-and Six-Months Post-Injury: Results from the CENTER-TBI Study. Journal of Clinical Medicine. 2020; 9(5):1525. https://doi.org/10.3390/jcm9051525
Chicago/Turabian StyleVoormolen, Daphne C., Marina Zeldovich, Juanita A. Haagsma, Suzanne Polinder, Sarah Friedrich, Andrew I. R. Maas, Lindsay Wilson, Ewout W. Steyerberg, Amra Covic, Nada Andelic, Anne Marie Plass, Yi-Jhen Wu, Thomas Asendorf, Nicole von Steinbüechel, and CENTER-TBI Participants Investigators. 2020. "Outcomes after Complicated and Uncomplicated Mild Traumatic Brain Injury at Three-and Six-Months Post-Injury: Results from the CENTER-TBI Study" Journal of Clinical Medicine 9, no. 5: 1525. https://doi.org/10.3390/jcm9051525