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Published in: BMC Neurology 1/2023

Open Access 01-12-2023 | Central Nervous System Trauma | Research

Epidemiological and clinical characteristics predictive of ICU mortality of patients with traumatic brain injury treated at a trauma referral hospital – a cohort study

Authors: Álvaro Réa-Neto, Elizeu Daniel da Silva Júnior, Gabriela Hassler, Valkiria Backes dos Santos, Rafaella Stradiotto Bernardelli, Amanda Christina Kozesinski-Nakatani, Marcelo José Martins-Junior, Fernanda Baeumle Reese, Mariana Bruinje Cosentino, Mirella Cristine Oliveira, Hélio Afonso Ghizoni Teive

Published in: BMC Neurology | Issue 1/2023

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Abstract

Background

Traumatic brain injury (TBI) has substantial physical, psychological, social and economic impacts, with high rates of morbidity and mortality. Considering its high incidence, the aim of this study was to identify epidemiological and clinical characteristics that predict mortality in patients hospitalized for TBI in intensive care units (ICUs).

Methods

A retrospective cohort study was carried out with patients over 18 years old with TBI admitted to an ICU of a Brazilian trauma referral hospital between January 2012 and August 2019. TBI was compared with other traumas in terms of clinical characteristics of ICU admission and outcome. Univariate and multivariate analyses were used to estimate the odds ratio for mortality.

Results

Of the 4816 patients included, 1114 had TBI, with a predominance of males (85.1%). Compared with patients with other traumas, patients with TBI had a lower mean age (45.3 ± 19.1 versus 57.1 ± 24.1 years, p < 0.001), higher median APACHE II (19 versus 15, p < 0.001) and SOFA (6 versus 3, p < 0.001) scores, lower median Glasgow Coma Scale (GCS) score (10 versus 15, p < 0.001), higher median length of stay (7 days versus 4 days, p < 0.001) and higher mortality (27.6% versus 13.3%, p < 0.001). In the multivariate analysis, the predictors of mortality were older age (OR: 1.008 [1.002–1.015], p = 0.016), higher APACHE II score (OR: 1.180 [1.155–1.204], p < 0.001), lower GCS score for the first 24 h (OR: 0.730 [0.700–0.760], p < 0.001), greater number of brain injuries and presence of associated chest trauma (OR: 1.727 [1.192–2.501], p < 0.001).

Conclusion

Patients admitted to the ICU for TBI were younger and had worse prognostic scores, longer hospital stays and higher mortality than those admitted to the ICU for other traumas. The independent predictors of mortality were older age, high APACHE II score, low GCS score, number of brain injuries and association with chest trauma.
Literature
1.
go back to reference Gaudêncio TG, Leão G. De M. A Epidemiologia do Traumatismo Crânio- Encefálico. Rev Neurociências. 2013;21(3):427–34. Gaudêncio TG, Leão G. De M. A Epidemiologia do Traumatismo Crânio- Encefálico. Rev Neurociências. 2013;21(3):427–34.
2.
go back to reference de Oliveira CO, Ikuta N, Regner A. Biomarcadores prognósticos no traumatismo crânio-encefálico grave. Rev Bras Ter Intensiva. 2008;20(4):411–21.CrossRefPubMed de Oliveira CO, Ikuta N, Regner A. Biomarcadores prognósticos no traumatismo crânio-encefálico grave. Rev Bras Ter Intensiva. 2008;20(4):411–21.CrossRefPubMed
3.
go back to reference Bruns J, Hauser WA. The epidemiology of traumatic brain injury: a review. Epilepsia. 2003;44(s10):2–10.CrossRefPubMed Bruns J, Hauser WA. The epidemiology of traumatic brain injury: a review. Epilepsia. 2003;44(s10):2–10.CrossRefPubMed
4.
go back to reference Feigin VL, Nichols E, Alam T, Bannick MS, Beghi E, Blake N, et al. Global, regional, and national burden of neurological disorders, 1990–2016: a systematic analysis for the global burden of Disease Study 2016. Lancet Neurol. 2019;18(5):459–80.CrossRef Feigin VL, Nichols E, Alam T, Bannick MS, Beghi E, Blake N, et al. Global, regional, and national burden of neurological disorders, 1990–2016: a systematic analysis for the global burden of Disease Study 2016. Lancet Neurol. 2019;18(5):459–80.CrossRef
5.
go back to reference De Almeida CER, De Sousa Filho JL, Dourado JC, Gontijo PAM, Dellaretti MA, Costa BS. Traumatic brain Injury Epidemiology in Brazil. World Neurosurg. 2016;87:540–7.CrossRefPubMed De Almeida CER, De Sousa Filho JL, Dourado JC, Gontijo PAM, Dellaretti MA, Costa BS. Traumatic brain Injury Epidemiology in Brazil. World Neurosurg. 2016;87:540–7.CrossRefPubMed
6.
go back to reference Steyerberg EW, Wiegers E, Sewalt C, Buki A, Citerio G, De Keyser V, 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(10):923–34.CrossRefPubMed Steyerberg EW, Wiegers E, Sewalt C, Buki A, Citerio G, De Keyser V, 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(10):923–34.CrossRefPubMed
7.
go back to reference Chelly H, Bahloul M, Ammar R, Dhouib A, Mahfoudh K, Ben, Boudawara MZ, et al. Clinical characteristics and prognosis of traumatic head injury following road traffic accidents admitted in ICU “analysis of 694 cases. Eur J Trauma Emerg Surg. 2017;45(2):245–53.CrossRefPubMed Chelly H, Bahloul M, Ammar R, Dhouib A, Mahfoudh K, Ben, Boudawara MZ, et al. Clinical characteristics and prognosis of traumatic head injury following road traffic accidents admitted in ICU “analysis of 694 cases. Eur J Trauma Emerg Surg. 2017;45(2):245–53.CrossRefPubMed
8.
go back to reference Magalhães ALG, de Souza LC, Faleiro RM, Teixeira AL. Miranda AS de. EPIDEMIOLOGIA DO TRAUMATISMO CRANIOENCEFÁLICO NO BRASIL.Rev Bras Neurol. 2017;53(2). Magalhães ALG, de Souza LC, Faleiro RM, Teixeira AL. Miranda AS de. EPIDEMIOLOGIA DO TRAUMATISMO CRANIOENCEFÁLICO NO BRASIL.Rev Bras Neurol. 2017;53(2).
9.
go back to reference Xenofonte MR, Penha C, Marques C. Perfil epidemiológico do traumatismo cranioencefálico no Nordeste do Brasil. Rev Bras Neurol. 2021;57(1):17–21. Xenofonte MR, Penha C, Marques C. Perfil epidemiológico do traumatismo cranioencefálico no Nordeste do Brasil. Rev Bras Neurol. 2021;57(1):17–21.
10.
go back to reference Pogorzelski GF, Silva TAAL, Piazza T, Lacerda TM, Netto FACS, Jorge AC, et al. Epidemiology, prognostic factors, and outcome of trauma patients admitted in a brazilian intensive care unit. Open Access Emerg Med. 2018;10:81.CrossRefPubMedPubMedCentral Pogorzelski GF, Silva TAAL, Piazza T, Lacerda TM, Netto FACS, Jorge AC, et al. Epidemiology, prognostic factors, and outcome of trauma patients admitted in a brazilian intensive care unit. Open Access Emerg Med. 2018;10:81.CrossRefPubMedPubMedCentral
12.
go back to reference Carney N, Totten AM, O’Reilly C, Ullman JS, Hawryluk GWJ, Bell MJ, et al. Guidelines for the management of severe traumatic brain Injury, Fourth Edition. Neurosurgery. 2017;80(1):6–15.CrossRefPubMed Carney N, Totten AM, O’Reilly C, Ullman JS, Hawryluk GWJ, Bell MJ, et al. Guidelines for the management of severe traumatic brain Injury, Fourth Edition. Neurosurgery. 2017;80(1):6–15.CrossRefPubMed
13.
go back to reference Alberdi F, García I, Atutxa L, Zabarte M. Epidemiología del trauma grave. Med Intensiva. 2014;38(9):580–8.CrossRefPubMed Alberdi F, García I, Atutxa L, Zabarte M. Epidemiología del trauma grave. Med Intensiva. 2014;38(9):580–8.CrossRefPubMed
14.
go back to reference Dutton RP, Stansbury LG, Leone S, Kramer E, Hess JR, Scalea TM. Trauma mortality in mature trauma systems: are we doing better? An analysis of trauma mortality patterns, 1997–2008. J Trauma - Inj Infect Crit Care. 2010;69(3):620–6. Dutton RP, Stansbury LG, Leone S, Kramer E, Hess JR, Scalea TM. Trauma mortality in mature trauma systems: are we doing better? An analysis of trauma mortality patterns, 1997–2008. J Trauma - Inj Infect Crit Care. 2010;69(3):620–6.
15.
go back to reference Søreide K, Krüger AJ, Vårdal AL, Ellingsen CL, Søreide E, Lossius HM. Epidemiology and contemporary patterns of trauma deaths: changing place, similar pace, older face. World J Surg. 2007;31(11):2092–103.CrossRefPubMed Søreide K, Krüger AJ, Vårdal AL, Ellingsen CL, Søreide E, Lossius HM. Epidemiology and contemporary patterns of trauma deaths: changing place, similar pace, older face. World J Surg. 2007;31(11):2092–103.CrossRefPubMed
16.
go back to reference Trajano AD, Pereira BM, Fraga GP. Epidemiology of in-hospital trauma deaths in a brazilian university hospital. BMC Emerg Med. 2014;14(1):1–9.CrossRef Trajano AD, Pereira BM, Fraga GP. Epidemiology of in-hospital trauma deaths in a brazilian university hospital. BMC Emerg Med. 2014;14(1):1–9.CrossRef
17.
go back to reference Perel PA, Olldashi F, Muzha I, Filipi N, Lede R, Copertari P, et al. Predicting outcome after traumatic brain injury: practical prognostic models based on large cohort of international patients. BMJ. 2008;336(7641):425–9.CrossRefPubMed Perel PA, Olldashi F, Muzha I, Filipi N, Lede R, Copertari P, et al. Predicting outcome after traumatic brain injury: practical prognostic models based on large cohort of international patients. BMJ. 2008;336(7641):425–9.CrossRefPubMed
18.
go back to reference Peeters W, van den Brande R, Polinder S, Brazinova A, Steyerberg EW, Lingsma HF, et al. Epidemiology of traumatic brain injury in Europe. Acta Neurochir (Wien). 2015;157(10):1683–96.CrossRefPubMed Peeters W, van den Brande R, Polinder S, Brazinova A, Steyerberg EW, Lingsma HF, et al. Epidemiology of traumatic brain injury in Europe. Acta Neurochir (Wien). 2015;157(10):1683–96.CrossRefPubMed
19.
go back to reference Capizzi A, Woo J, Verduzco-Gutierrez M. Traumatic Brain Injury: an overview of Epidemiology, Pathophysiology, and Medical Management. Med Clin North Am. 2020;104(2):213–38.CrossRefPubMed Capizzi A, Woo J, Verduzco-Gutierrez M. Traumatic Brain Injury: an overview of Epidemiology, Pathophysiology, and Medical Management. Med Clin North Am. 2020;104(2):213–38.CrossRefPubMed
20.
go back to reference Mascia L, Sakr Y, Pasero D, Payen D, Reinhart K, Vincent JL. Extracranial complications in patients with acute brain injury: a post-hoc analysis of the SOAP study. Intensive Care Med. 2008;34(4):720–7.CrossRefPubMed Mascia L, Sakr Y, Pasero D, Payen D, Reinhart K, Vincent JL. Extracranial complications in patients with acute brain injury: a post-hoc analysis of the SOAP study. Intensive Care Med. 2008;34(4):720–7.CrossRefPubMed
21.
go back to reference Gao G, Wu X, Feng J, Hui J, Mao Q, Lecky F, et al. Clinical characteristics and outcomes in patients with traumatic brain injury in China: a prospective, multicentre, longitudinal, observational study. Lancet Neurol. 2020;19(8):670–7.CrossRefPubMed Gao G, Wu X, Feng J, Hui J, Mao Q, Lecky F, et al. Clinical characteristics and outcomes in patients with traumatic brain injury in China: a prospective, multicentre, longitudinal, observational study. Lancet Neurol. 2020;19(8):670–7.CrossRefPubMed
22.
go back to reference Kokkinou M, Kyprianou TC, Kyriakides E, Constantinidou F. A population study on the epidemiology and outcome of brain injuries in intensive care. NeuroRehabilitation. 2020;47(2):143–52.CrossRefPubMed Kokkinou M, Kyprianou TC, Kyriakides E, Constantinidou F. A population study on the epidemiology and outcome of brain injuries in intensive care. NeuroRehabilitation. 2020;47(2):143–52.CrossRefPubMed
23.
go back to reference Krebs E, Gerardo CJ, Park LP, Nickenig Vissoci JR, Byiringiro JC, Byiringiro F, et al. Mortality-Associated characteristics of patients with traumatic Brain Injury at the University Teaching Hospital of Kigali, Rwanda. World Neurosurg. 2017;102:571–82.CrossRefPubMedPubMedCentral Krebs E, Gerardo CJ, Park LP, Nickenig Vissoci JR, Byiringiro JC, Byiringiro F, et al. Mortality-Associated characteristics of patients with traumatic Brain Injury at the University Teaching Hospital of Kigali, Rwanda. World Neurosurg. 2017;102:571–82.CrossRefPubMedPubMedCentral
24.
go back to reference Hemphill JC, Bonovich DC, Besmertis L, Manley GT, Johnston SC. The ICH score: a simple, reliable grading scale for intracerebral hemorrhage. Stroke. 2001;32(4):891–6.CrossRefPubMed Hemphill JC, Bonovich DC, Besmertis L, Manley GT, Johnston SC. The ICH score: a simple, reliable grading scale for intracerebral hemorrhage. Stroke. 2001;32(4):891–6.CrossRefPubMed
25.
go back to reference Wu E, Marthi S, Asaad WF. Predictors of mortality in traumatic intracranial hemorrhage: a National Trauma Data Bank Study. Front Neurol. 2020;11:587587.CrossRefPubMedPubMedCentral Wu E, Marthi S, Asaad WF. Predictors of mortality in traumatic intracranial hemorrhage: a National Trauma Data Bank Study. Front Neurol. 2020;11:587587.CrossRefPubMedPubMedCentral
26.
go back to reference Leitgeb J, Mauritz W, Brazinova A, Majdan M, Janciak I, Wilbacher I, et al. Glasgow Coma Scale score at intensive care unit discharge predicts the 1-year outcome of patients with severe traumatic brain injury. Eur J Trauma Emerg Surg. 2013;39(3):285–92.CrossRefPubMedPubMedCentral Leitgeb J, Mauritz W, Brazinova A, Majdan M, Janciak I, Wilbacher I, et al. Glasgow Coma Scale score at intensive care unit discharge predicts the 1-year outcome of patients with severe traumatic brain injury. Eur J Trauma Emerg Surg. 2013;39(3):285–92.CrossRefPubMedPubMedCentral
27.
go back to reference Hukkelhoven CWPM, Steyerberg EW, Rampen AJJ, Farace E, Habbema JDF, Marshall LF, et al. Patient age and outcome following severe traumatic brain injury: an analysis of 5600 patients. J Neurosurg. 2003;99(4):666–73.CrossRefPubMed Hukkelhoven CWPM, Steyerberg EW, Rampen AJJ, Farace E, Habbema JDF, Marshall LF, et al. Patient age and outcome following severe traumatic brain injury: an analysis of 5600 patients. J Neurosurg. 2003;99(4):666–73.CrossRefPubMed
28.
go back to reference Schwenkreis P, Gonschorek A, Berg F, Meier U, Rogge W, Schmehl I et al. Prospective observational cohort study on epidemiology, treatment and outcome of patients with traumatic brain injury (TBI) in German BG hospitals.BMJ Open. 2021;11(6). Schwenkreis P, Gonschorek A, Berg F, Meier U, Rogge W, Schmehl I et al. Prospective observational cohort study on epidemiology, treatment and outcome of patients with traumatic brain injury (TBI) in German BG hospitals.BMJ Open. 2021;11(6).
29.
go back to reference Lawrence T, Helmy A, Bouamra O, Woodford M, Lecky F, Hutchinson PJ. Traumatic brain injury in England and Wales: prospective audit of epidemiology, complications and standardised mortality. BMJ Open. 2016;6(11):e012197.CrossRefPubMedPubMedCentral Lawrence T, Helmy A, Bouamra O, Woodford M, Lecky F, Hutchinson PJ. Traumatic brain injury in England and Wales: prospective audit of epidemiology, complications and standardised mortality. BMJ Open. 2016;6(11):e012197.CrossRefPubMedPubMedCentral
30.
go back to reference Walder B, Haller G, Rebetez MML, Delhumeau C, Bottequin E, Schoettker P, et al. Severe traumatic brain Injury in a high-income country: an epidemiological study. J Neurotrauma. 2013;30(23):1934–42.CrossRefPubMed Walder B, Haller G, Rebetez MML, Delhumeau C, Bottequin E, Schoettker P, et al. Severe traumatic brain Injury in a high-income country: an epidemiological study. J Neurotrauma. 2013;30(23):1934–42.CrossRefPubMed
32.
go back to reference Rau CS, Wu SC, Hsu SY, Liu HT, Huang CY, Hsieh TM, et al. Concurrent types of Intracranial Hemorrhage are Associated with a higher mortality rate in adult patients with traumatic subarachnoid hemorrhage: a cross-sectional retrospective study. Int J Environ Res Public Health. 2019;16(23):47–87.CrossRef Rau CS, Wu SC, Hsu SY, Liu HT, Huang CY, Hsieh TM, et al. Concurrent types of Intracranial Hemorrhage are Associated with a higher mortality rate in adult patients with traumatic subarachnoid hemorrhage: a cross-sectional retrospective study. Int J Environ Res Public Health. 2019;16(23):47–87.CrossRef
33.
go back to reference Balci AE, Balci TA, Eren Ş, Ülkü R, Çakir O, Eren N. Unilateral post-traumatic pulmonary contusion: findings of a review. Surg Today. 2005;35(3):205–10.CrossRefPubMed Balci AE, Balci TA, Eren Ş, Ülkü R, Çakir O, Eren N. Unilateral post-traumatic pulmonary contusion: findings of a review. Surg Today. 2005;35(3):205–10.CrossRefPubMed
34.
go back to reference Schieren M, Wappler F, Wafaisade A, Lefering R, Sakka SG, Kaufmann J et al. Impact of blunt chest trauma on outcome after traumatic brain injury- a matched-pair analysis of the TraumaRegister DGU®.Scand J Trauma Resusc Emerg Med. 2020;28(1). Schieren M, Wappler F, Wafaisade A, Lefering R, Sakka SG, Kaufmann J et al. Impact of blunt chest trauma on outcome after traumatic brain injury- a matched-pair analysis of the TraumaRegister DGU®.Scand J Trauma Resusc Emerg Med. 2020;28(1).
35.
go back to reference Rowe M, Brown J, Marsh A, Thompson J. Predicting Mortality Following Traumatic Brain Injury or Subarachnoid Hemorrhage: An Analysis of the Validity of Standardized Mortality Ratios Obtained From the APACHE II and ICNARCH-2018 Models.J Neurosurg Anesthesiol. 2022 Rowe M, Brown J, Marsh A, Thompson J. Predicting Mortality Following Traumatic Brain Injury or Subarachnoid Hemorrhage: An Analysis of the Validity of Standardized Mortality Ratios Obtained From the APACHE II and ICNARCH-2018 Models.J Neurosurg Anesthesiol. 2022
36.
go back to reference Anderson D, Kutsogiannis DJ, Sligl WI. Sepsis in traumatic Brain Injury: Epidemiology and Outcomes. Can J Neurol Sci. 2020;47(2):197–201.CrossRefPubMed Anderson D, Kutsogiannis DJ, Sligl WI. Sepsis in traumatic Brain Injury: Epidemiology and Outcomes. Can J Neurol Sci. 2020;47(2):197–201.CrossRefPubMed
37.
go back to reference Gürsoy G, Gürsoy C, Kuşcu Y, Demirbilek SG. APACHE II or INCNS to predict mortality in traumatic brain injury: a retrospective cohort study. Ulus Travma ve Acil Cerrahi Derg. 2020;26(6):893–8. Gürsoy G, Gürsoy C, Kuşcu Y, Demirbilek SG. APACHE II or INCNS to predict mortality in traumatic brain injury: a retrospective cohort study. Ulus Travma ve Acil Cerrahi Derg. 2020;26(6):893–8.
38.
go back to reference Dübendorfer C, Billeter AT, Seifert B, Keel M, Turina M. Serial lactate and admission SOFA scores in trauma: an analysis of predictive value in 724 patients with and without traumatic brain injury. Eur J Trauma Emerg Surg. 2013;39(1):25–34.CrossRefPubMed Dübendorfer C, Billeter AT, Seifert B, Keel M, Turina M. Serial lactate and admission SOFA scores in trauma: an analysis of predictive value in 724 patients with and without traumatic brain injury. Eur J Trauma Emerg Surg. 2013;39(1):25–34.CrossRefPubMed
39.
go back to reference Zygun D, Berthiaume L, Laupland K, Kortbeek J, Doig C. SOFA is superior to MOD score for the determination of non-neurologic organ dysfunction in patients with severe traumatic brain injury: a cohort study. Crit Care. 2006;10(4):1–10.CrossRef Zygun D, Berthiaume L, Laupland K, Kortbeek J, Doig C. SOFA is superior to MOD score for the determination of non-neurologic organ dysfunction in patients with severe traumatic brain injury: a cohort study. Crit Care. 2006;10(4):1–10.CrossRef
40.
go back to reference Kowalski RG, Hammond FM, Weintraub AH, Nakase-Richardson R, Zafonte RD, Whyte J, et al. Recovery of consciousness and functional outcome in moderate and severe traumatic brain Injury. JAMA Neurol. 2021;78(5):548–57.CrossRefPubMed Kowalski RG, Hammond FM, Weintraub AH, Nakase-Richardson R, Zafonte RD, Whyte J, et al. Recovery of consciousness and functional outcome in moderate and severe traumatic brain Injury. JAMA Neurol. 2021;78(5):548–57.CrossRefPubMed
Metadata
Title
Epidemiological and clinical characteristics predictive of ICU mortality of patients with traumatic brain injury treated at a trauma referral hospital – a cohort study
Authors
Álvaro Réa-Neto
Elizeu Daniel da Silva Júnior
Gabriela Hassler
Valkiria Backes dos Santos
Rafaella Stradiotto Bernardelli
Amanda Christina Kozesinski-Nakatani
Marcelo José Martins-Junior
Fernanda Baeumle Reese
Mariana Bruinje Cosentino
Mirella Cristine Oliveira
Hélio Afonso Ghizoni Teive
Publication date
01-12-2023
Publisher
BioMed Central
Published in
BMC Neurology / Issue 1/2023
Electronic ISSN: 1471-2377
DOI
https://doi.org/10.1186/s12883-023-03145-2

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