Risk factors and consequences of traumatic brain injury in a Swiss male population cohort

Valentin Petre Matei, Alina Elena Rosca, Alexandru Neculai Pavel, Radu Mihai Paun, Gerhard Gmel, Jean-Bernard Daeppen, Joseph Studer, Valentin Petre Matei, Alina Elena Rosca, Alexandru Neculai Pavel, Radu Mihai Paun, Gerhard Gmel, Jean-Bernard Daeppen, Joseph Studer

Abstract

Objective: To investigate the risk factors for and the consequences (ie, substance use disorders (SUD), depression, personality traits) of traumatic brain injury (TBI) in young Swiss men.

Design: This is a three-wave cohort study. Risk factors were measured at baseline (2010-2012) and at follow-up 1 (FU1; 2012-2014), while the consequences and TBI were measured at follow-up 2 (FU2; 2016-2018).

Setting: Switzerland.

Participants: All participants at FU2 (Mage=25.43, SD=1.25) of the Cohort Study on Substance Use Risk Factors (N=4881 young Swiss men after listwise deletion).

Measures: The outcomes measured were TBI, SUD (ie, alcohol, nicotine, cannabis, other illicit drugs), depression and personality traits (ie, sensation seeking, anxiety-neuroticism, sociability, aggression-hostility) at FU2. The predictors were previous TBI (lifetime TBI but not in the past 12 months at FU2), SUD, personality traits and sociodemographics (highest level of achieved education, age, linguistic region) measured at FU1.

Results: At FU2, 3919 (80.3%) participants reported to never have had TBI, 102 (2.1%) have had TBI in the last 12 months (TBI new cases), and 860 (17.6%) have had TBI during their lifetime but not in the 12 months preceding FU2 (previous TBI). Low educational attainment (OR=3.93, 95% CI 2.10 to 7.36), depression (OR=2.87, 95% CI 1.35 to 6.11), nicotine dependence (OR=1.72, 95% CI 1.09 to 2.71), high sociability (OR=1.18, 95% CI 1.07 to 1.30), high aggression-hostility (OR=1.15, 95% CI 1.06 to 1.26) and high sensation seeking (OR=1.33, 95% CI 1.04 to 1.68) at FU1 were significantly associated with TBI new cases at FU2. Previous TBI was significantly associated with nicotine dependence (OR=1.46, 95% CI 1.16 to 1.83), depression (OR=2.16, 95% CI 1.56 to 2.99) and aggression-hostility (B=0.14, 95% CI >0.00 to 0.28) at FU2.

Conclusion: Low educational attainment and depression are the most significant risk factors associated with increased odds of future TBI, while depression, nicotine dependence and high aggression-hostility are the main consequences of previous TBI. TBI should be considered an underlying factor in the treatment of depression, SUD or unfavourable personality profiles.

Keywords: Adult psychiatry; Impulse control disorders; Personality disorders; Substance misuse.

Conflict of interest statement

Competing interests: None declared.

© Author(s) (or their employer(s)) 2022. Re-use permitted under CC BY-NC. No commercial re-use. See rights and permissions. Published by BMJ.

Figures

Figure 1
Figure 1
Number of participants according to each time point. FU2, follow-up 2.
Figure 2
Figure 2
Design of the study. FU1, follow-up 1; FU2, follow-up 2; TBI, traumatic brain injury.

References

    1. Menon DK, Schwab K, Wright DW, et al. . Position statement: definition of traumatic brain injury. Arch Phys Med Rehabil 2010;91:1637–40. 10.1016/j.apmr.2010.05.017
    1. Majdan M, Plancikova D, Brazinova A, et al. . Epidemiology of traumatic brain injuries in Europe: a cross-sectional analysis. Lancet Public Health 2016;1:e76–83. 10.1016/S2468-2667(16)30017-2
    1. Majdan M, Plancikova D, Maas A, et al. . Years of life lost due to traumatic brain injury in Europe: a cross-sectional analysis of 16 countries. PLoS Med 2017;14:e1002331. 10.1371/journal.pmed.1002331
    1. Gavett BE, Stern RA, Cantu RC, et al. . Mild traumatic brain injury: a risk factor for neurodegeneration. Alzheimers Res Ther 2010;2:18. 10.1186/alzrt42
    1. Rapoport MJ, McCullagh S, Shammi P, et al. . Cognitive impairment associated with major depression following mild and moderate traumatic brain injury. J Neuropsychiatry Clin Neurosci 2005;17:61–5. 10.1176/jnp.17.1.61
    1. Perry DC, Sturm VE, Peterson MJ. Association of traumatic brain injury with subsequent neurological and psychiatric disease: a meta-analysis and psychiatric disease: a meta-analysis. J Neurosurg 2017;124:511–26. 10.3171/2015.2.JNS14503.Traumatic
    1. Koponen S, Taiminen T, Portin R, et al. . Axis I and II psychiatric disorders after traumatic brain injury: a 30-year follow-up study. Am J Psychiatry 2002;159:1315–21. 10.1176/appi.ajp.159.8.1315
    1. Himanen L, Portin R, Isoniemi H, et al. . Longitudinal cognitive changes in traumatic brain injury: a 30-year follow-up study. Neurology 2006;66:187–92. 10.1212/01.wnl.0000194264.60150.d3
    1. Ilie G, Adlaf EM, Mann RE. Associations between a history of traumatic brain injuries and current cigarette smoking, substance use, and elevated psychological distress in a population sample of Canadian adults. J Neurotrauma Published Online First 2015. 10.1089/neu.2014.3619
    1. Warriner EM, Velikonja D. Psychiatric disturbances after traumatic brain injury: neurobehavioral and personality changes. Curr Psychiatry Rep 2006;8:73–80. 10.1007/s11920-006-0083-2
    1. Hibbard MR, Uysal S, Kepler K, et al. . Axis I psychopathology in individuals with traumatic brain injury. J Head Trauma Rehabil 1998;13:24–39. 10.1097/00001199-199808000-00003
    1. Corrigan JD. Substance abuse as a mediating factor in outcome from traumatic brain injury. Arch Phys Med Rehabil 1995;76:302–9. 10.1016/S0003-9993(95)80654-7
    1. Hibbard MR, Bogdany J, Uysal S, et al. . Axis II psychopathology in individuals with traumatic brain injury. Brain Inj 2000;14:45–61. 10.1080/0269905001209161
    1. Bruns J, Hauser WA. The epidemiology of traumatic brain injury: a review. Epilepsia 2003;44:2–10. 10.1046/j.1528-1157.44.s10.3.x
    1. Theadom A, Parmar P, Jones K. Frequency and impact of recurrent traumatic brain injury in a population-based sample. J Neurotrauma 2015;32:674–81. 10.1089/neu.2014.3579
    1. Dahmer ER, Shilling MA, Hamilton BB, et al. . A model systems database for traumatic brain injury. J Head Trauma Rehabil 1993;8:12–25. 10.1097/00001199-199308020-00004
    1. Vassallo JL, Proctor-Weber Z, Lebowitz BK, et al. . Psychiatric risk factors for traumatic brain injury. Brain Inj 2007;21:567–73. 10.1080/02699050701426832
    1. van Reekum R, Cohen T, Wong J. Can traumatic brain injury cause psychiatric disorders? J Neuropsychiatry Clin Neurosci 2000;12:316–27. 10.1176/appi.neuropsych.12.3.316
    1. Ruiz MA, Pincus AL, Schinka JA. Externalizing pathology and the five-factor model: a meta-analysis of personality traits associated with antisocial personality disorder, substance use disorder, and their co-occurrence. J Pers Disord 2008;22:365–88. 10.1521/pedi.2008.22.4.365
    1. West SL. Substance use among persons with traumatic brain injury: a review. NeuroRehabilitation 2011;29:1–8. 10.3233/NRE-2011-0671
    1. Beaulieu-Bonneau S, St-Onge F, Blackburn M-C, et al. . Alcohol and drug use before and during the first year after traumatic brain injury. J Head Trauma Rehabil 2018;33:E51–60. 10.1097/HTR.0000000000000341
    1. Ponsford J, Whelan-Goodinson R, Bahar-Fuchs A. Alcohol and drug use following traumatic brain injury: a prospective study. Brain Inj 2007;21:1385–92. 10.1080/02699050701796960
    1. Wagner AK, Sasser HC, Hammond FM, et al. . Intentional traumatic brain injury: epidemiology, risk factors, and associations with injury severity and mortality. J Trauma 2000;49:404–10. 10.1097/00005373-200009000-00004
    1. Numminen HJ. The incidence of traumatic brain injury in an adult population--how to classify mild cases? Eur J Neurol 2011;18:460–4. 10.1111/j.1468-1331.2010.03179.x
    1. Mauritz W, Wilbacher I, Majdan M, et al. . Epidemiology, treatment and outcome of patients after severe traumatic brain injury in European regions with different economic status. Eur J Public Health 2008;18:575–80. 10.1093/eurpub/ckn079
    1. Fann JR, Leonetti A, Jaffe K, et al. . Psychiatric illness and subsequent traumatic brain injury: a case control study. J Neurol Neurosurg Psychiatry 2002;72:615–20. 10.1136/jnnp.72.5.615
    1. Nordström A, Edin BB, Lindström S, et al. . Cognitive function and other risk factors for mild traumatic brain injury in young men: nationwide cohort study. BMJ 2013;346:f723. 10.1136/bmj.f723
    1. Chang VC, Ruseckaite R, Collie A, et al. . Examining the epidemiology of work-related traumatic brain injury through a sex/gender lens: analysis of workers' compensation claims in Victoria, Australia. Occup Environ Med 2014;71:695–703. 10.1136/oemed-2014-102097
    1. Iverson KM, Hendricks AM, Kimerling R. NIH public access. 21, 2012: 1–14.
    1. Raukar NP, Zonfrillo MR, Kane K, et al. . Gender- and sex-specific sports-related injury research in emergency medicine: a consensus on future research direction and focused application. Acad Emerg Med 2014;21:1370–9. 10.1111/acem.12535
    1. Okbay A, Beauchamp JP, Fontana MA. Genome-Wide association study identifies 74 loci associated with educational attainment. Nature 2016;533:539–42. 10.1038/nature17671
    1. Gmel G, Akre C, Astudillo M, et al. . The Swiss cohort study on substance use risk factors – findings of two waves. Sucht 2015;61:251–62. 10.1024/0939-5911.a000380
    1. Baggio S, Studer J, Mohler-Kuo M, et al. . Profiles of drug users in Switzerland and effects of early-onset intensive use of alcohol, tobacco and cannabis on other illicit drug use. Swiss Med Wkly 2013;143:w13805. 10.4414/smw.2013.13805
    1. Studer J, Baggio S, Mohler-Kuo M, et al. . Examining non-response bias in substance use research--are late respondents proxies for non-respondents? Drug Alcohol Depend 2013;132:316–23. 10.1016/j.drugalcdep.2013.02.029
    1. Ilie G, Mann RE, Boak A, et al. . Suicidality, bullying and other conduct and mental health correlates of traumatic brain injury in adolescents. PLoS One 2014;9:e94936–15. 10.1371/journal.pone.0094936
    1. American Psychiatric Association . Diagnostic and statistical manual of mental disorders (DSM-5®) American Psychiatric Pub; 2013.
    1. Knight JR, Wechsler H, Kuo M, et al. . Alcohol abuse and dependence among U.S. college students. J Stud Alcohol 2002;63:263–70. 10.15288/jsa.2002.63.263
    1. Heatherton TF, Kozlowski LT, Frecker RC, et al. . The Fagerström test for nicotine dependence: a revision of the Fagerström tolerance questionnaire. Br J Addict 1991;86:1119–27. 10.1111/j.1360-0443.1991.tb01879.x
    1. Fagerstrom KO, Heatherton TF, Kozlowski LT. Nicotine addiction and its assessment. Ear Nose Throat J 1990;69:763–5.
    1. Adamson SJ, Sellman JD. A prototype screening instrument for cannabis use disorder: the cannabis use disorders identification test (CUDIT) in an alcohol-dependent clinical sample. Drug Alcohol Rev 2003;22:309–15. 10.1080/0959523031000154454
    1. Bech P, Timmerby N, Martiny K, et al. . Psychometric evaluation of the major depression inventory (MDI) as depression severity scale using the lead (longitudinal expert assessment of all data) as index of validity. BMC Psychiatry 2015;15:1–7. 10.1186/s12888-015-0529-3
    1. Hoyle RH, Stephenson MT, Palmgreen P, et al. . Reliability and validity of a brief measure of sensation seeking. Pers Individ Dif 2002;32:401–14. 10.1016/S0191-8869(01)00032-0
    1. Aluja A, Rossier J, García LF, Kuhlman M, Zuckerman M, et al. . A cross-cultural shortened form of the ZKPQ (ZKPQ-50-cc) adapted to English, French, German, and Spanish languages. Pers Individ Dif 2006;41:619–28. 10.1016/j.paid.2006.03.001
    1. Selig JP, Preacher KJ, Little TD. Modeling time-dependent association in longitudinal data: a lag as Moderator approach. Multivariate Behav Res 2012;47:697–716. 10.1080/00273171.2012.715557
    1. Gerritsen H, Samim M, Peters H, et al. . Incidence, course and risk factors of head injury: a retrospective cohort study. BMJ Open 2018;8:e020364–8. 10.1136/bmjopen-2017-020364
    1. Iverson GL, Brooks BL, Ashton VL, et al. . Interview versus questionnaire symptom reporting in people with the postconcussion syndrome. J Head Trauma Rehabil 2010;25:23–30. 10.1097/HTR.0b013e3181b4b6ab
    1. de Zeeuw EL, Kan K-J, van Beijsterveldt CEM, et al. . The moderating role of Ses on genetic differences in educational achievement in the Netherlands. NPJ Sci Learn 2019;4:13. 10.1038/s41539-019-0052-2
    1. Gingrich JA, Hen R. Dissecting the role of the serotonin system in neuropsychiatric disorders using knockout mice. Psychopharmacology 2001;155:1–10. 10.1007/s002130000573
    1. McGuire JL, Ngwenya LB, McCullumsmith RE. Neurotransmitter changes after traumatic brain injury: an update for new treatment strategies. Mol. Psychiatry 2019. 10.1038/s41380-018-0239-6
    1. Zuckerman M, Questionnaire Z-KP. Zuckerman-Kuhlman personality questionnaire (ZKPQ): an alternative five-factorial model. Big Five Assess 2002. 10.1016/B978-008044209-9/50005-1
    1. Bombardier CH, Rimmele CT, Zintel H. The magnitude and correlates of alcohol and drug use before traumatic brain injury. Arch Phys Med Rehabil 2002;83:1765–73. 10.1053/apmr.2002.36085
    1. Tait RJ, Anstey KJ, Butterworth P. Incidence of self-reported brain injury and the relationship with substance abuse: findings from a longitudinal community survey. BMC Public Health 2010;10:171. 10.1186/1471-2458-10-171
    1. Washington PM, Forcelli PA, Wilkins T. The effect of injury severity on behavior: a phenotypic study of cognitive and emotional deficits after mild, moderate, and severe controlled cortical impact injury in mice. J Neurotrauma 2012;29:2283–96. 10.1089/neu.2012.2456
    1. Cipriani A, Furukawa TA, Salanti G, et al. . Comparative efficacy and acceptability of 21 antidepressant drugs for the acute treatment of adults with major depressive disorder: a systematic review and network meta-analysis. Lancet 2018;391:1357–66. 10.1016/S0140-6736(17)32802-7
    1. Prigatano GP. Personality disturbances associated with traumatic brain injury. J Consult Clin Psychol 1992;60:360–8. 10.1037/0022-006X.60.3.360
    1. Abe K, Shimada R, Okada Y. Traumatic brain injury decreases serotonin transporter expression in the rat cerebrum. Neurol Res 2016;38:358–63. 10.1080/01616412.2015.1110402
    1. Plantier D, Luauté J, SOFMER group . Drugs for behavior disorders after traumatic brain injury: systematic review and expert consensus leading to French recommendations for good practice. Ann Phys Rehabil Med 2016;59:42–57. 10.1016/j.rehab.2015.10.003
    1. Tateno A, Jorge RE, Robinson RG. Clinical correlates of aggressive behavior after traumatic brain injury. J Neuropsychiatry Clin Neurosci 2003;15:155–60. 10.1176/jnp.15.2.155
    1. Verbois SL, Hopkins DM, Scheff SW, et al. . Chronic intermittent nicotine administration attenuates traumatic brain injury-induced cognitive dysfunction. Neuroscience 2003;119:1199–208. 10.1016/S0306-4522(03)00206-9
    1. Munivenkatappa A, Agrawal A, Shukla DP, et al. . Traumatic brain injury: does gender influence outcomes? Int J Crit Illn Inj Sci 2016;6:70–3. 10.4103/2229-5151.183024
    1. Thompson HJ, McCormick WC, Kagan SH. Traumatic brain injury in older adults: epidemiology, outcomes, and future implications. J Am Geriatr Soc 2006;54:1590–5. 10.1111/j.1532-5415.2006.00894.x

Source: PubMed

3
Suscribir