Research Article
BibTex RIS Cite

Computerized Tomography-Based Scoring Systems (Marshall and Rotterdam score) versus Physiological Scoring Systems (GCS and APACHE II score) in Predicting Mortality in Traumatic Brain Injury

Year 2025, Volume: 15 Issue: 1, 83 - 89, 28.03.2025
https://doi.org/10.33808/clinexphealthsci.1457777

Abstract

Objective: Since traumatic brain injury (TBI) has high mortality rates, it is essential to identify patients with poor prognosis. In this study, the mortality prediction performances of the Glasgow Coma Scale (GCS), Acute Physiology and Chronic Health Assessment-II (APACHE-II), Marshall, and Rotterdam scores were compared in patients with TBI in the intensive care unit (ICU) of a tertiary center.
Methods: Patients followed up in the ICU due to moderate to severe TBI between January 2020 and January 2022 were retrospectively reviewed. Patients were classified as survivor and nonsurvivor groups. The patient's clinical characteristics and the scoring systems' performance in predicting 28-day mortality were investigated.
Results: A total of 150 patients were included in the study, and 82.4% (n=98) were male. GCS scores were significantly lower in the nonsurvivor group, while APACHE-II, Marshall, and Rotterdam scores were significantly higher (p < .001 for all). GCS, APACHE-II, and Rotterdam scores were independent predictors of mortality (p = .002, p = .012, and p = .003, respectively). Receiver operating characteristics curve analysis revealed that GCS cut-off value was ≥6.5, area under the curve (AUC)=0.851, APACHE-II cut-off value was ≥ 21.5, AUC=0.866, Marshall cut-off value was ≥ 3.5, AUC=0.827 and Rotterdam cut-off value was ≥ 3.5, AUC=0.864.
Conclusion: GCS, APACHE-II, Marshall, and Rotterdam scores are valid in predicting mortality in patients with TBI. Their performance in predicting mortality is ranked from highest to lowest as APACHE-II, Rotterdam, GCS, and Marshall.

Ethical Statement

This study was approved by Ethics Committee of University of Health Sciences, Istanbul Kanuni Sultan Süleyman Training and Research Hospital Clinical Research Ethics Committee (Approval date: 11.11.2023; Number: KAEK/2023.10.142)

Supporting Institution

None.

Thanks

None.

References

  • GBD 2016 Traumatic Brain Injury and Spinal Cord Injury Collaborators: Global, regional, and national burden of traumatic brain injury and spinal cord injury, 1990-2016: A systematic analysis for the Global Burden of Disease Study 2016. Lancet Neurol. 2019,18(5):56-87. https://doi.org/10.1016/S1474-4422(18)30415-0
  • Dang B, Chen W, He W, Chen G. Rehabilitation treatment and progress of traumatic brain injury dysfunction. Neural Plasticity 2017; 2017:1582182. https://doi.org/10.1155/2017/1582182
  • Settervall CH, De Sousa RM, Fürbringer e Silva SC. In-hospital mortality and the Glasgow Coma Scale in the first 72 hours after traumatic brain injury. Rev Lat Am Enfermagem. 2011;19(6):1337-1343. https://doi.org/10.1590/s0104-11692011000600009
  • Bledsoe BE, Casey MJ, Feldman J, Johnson L, Diel S, Forred W, Gorman C. Glasgow Coma Scale scoring is often inaccurate. Prehosp Disaster Med. 2015;30(1):46–53. https://doi.org/10.1017/S1049023X14001289
  • Arslan K, Sahin AS, Yalcın N, Kaya E. Evaluation of trauma patients followed up and treated in intensive care unit: The sample of istanbul province training and research hospital. Turk J Intensive Care 2023;21(1):41-47. https://doi.org/10.4274/tybd.galenos.2022.20591
  • Rea-Neto A, da Silva Junior ED, Hassler G, Dos Santos VB, Bernardelli RS, Kozesinski-Nakatani AC, Martins-Junior MJ, Reese FB, Cosentino MB, Oliveira MC, Teive HAG. Epidemiological and clinical characteristics predictive of ICU mortality of patients with traumatic brain injury treated at a trauma referral hospital - A cohort study. BMC Neurol. 2023;23(1):101. https://doi.org/10.1186/s12883-023-03145-2
  • Arslan K, Sahin AS. Clinical characteristics of patients with methyl alcohol intoxication followed up in the intensive care unit and factors affecting mortality. Bagcilar Med Bull. 2023;8(3):222-229. https://doi.org/10.4274/BMB.galenos.2023.2022-12-106
  • Arslan K, Arslan HC, Sahin AS. Evaluation of critically ill obstet¬ric patients treated in an ıntensive care unit during the COVID-19 pandemic. Ann Saudi Med. 2023;43(1):10-16. https://doi.org/10.5144/0256-4947.2023.10
  • Munakomi SA. Comparative study between Marshall and Rotterdam CT scores in predicting early deaths in patients with traumatic brain injury in a major tertiary care hospital in Nepal. Chin J Traumatol. 2016;19(1):25-27. https://doi.org/10.1016/j.cjtee.2015.12.005
  • Goswami B, Nanda V, Kataria S, Kataria D. Prediction of in-hospital mortality in patients with traumatic brain injury using the rotterdam and marshall ct scores: A retrospective study from Western India. Cureus. 2023;15(7):e41548. https://doi.org/10.7759/cureus.41548
  • Teasdale G, Jennett B. Assessment of coma and impaired consciousness: A practical scale. Lancet 1974;2(7872):81-84. https://doi.org/10.1016/s0140-6736(74)91639-0
  • Knaus WA, Draper EA, Wagner DP, Zimmerman JE. APACHE II: A severity of disease classification system. Crit Care Med. 1985;13(10):818-829.
  • Steyerberg EW, Mushkudiani N, Perel P, Butcher I, Lu J, McHugh GS, Murray GD, Marmarou A, Roberts I, Habbema JD, Maas AI. Predicting outcome after traumatic brain injury: development and international validation of prognostic scores based on admission characteristics. PLoS Med. 2008;5(8):e165. https://doi.org/10.1371/journal.pmed.0050165 .
  • Maas AI, Hukkelhoven CW, Marshall LF, Steyerberg EW. Prediction of outcome in traumatic brain injury with computed tomographic characteristics: A comparison between the computed tomographic classification and combinations of computed tomographic predictors. Neurosurgery 2005;57(6):1173-1182. https://doi.org/10.1227/01.neu.0000186013.63046.6b
  • Marshall LF, Klauber MR, Van Berkum Clark M, Eisenberg HM, Jane JA, Luerssen TG, Marmarou A, Foulkes MA. A new classification of head injury based on computerized tomography. J Neurosurg. 1991;75(suppl):S14-S20. https://doi.org/10.3171/sup.1991.75.1s.0s14
  • Garza N, Toussi A, Wilson M, Shahlaie K, Martin R. The increasing age of TBI patients at a single level 1 trauma center and the discordance between GCS and CT Rotterdam scores in the elderly. Front Neurol. 2020;11:112. https://doi.org/10.3389/fneur.2020.00112
  • Unden J, Ingebrigtsen T, Romner B; Scandinavian Neurotrauma Committee (SNC). Scandinavian guidelines for initial management of minimal, mild and moderate head injuries in adults: An evidence and consensus-based update. BMC Med. 2013;25:11-50. https://doi.org/10.1186/1741-7015-11-50
  • Maas AIR, Menon DK, Adelson PD, Andelic N, Bell MJ, Belli A, InTBIR Participants and Investigators. Traumatic brain injury: Integrated approaches to improve prevention, clinical care, and research. Lancet Neurol. 2017;16(2):987-1048. https://doi.org/10.1016/S1474-4422(17)30371-X
  • Gürsoy G, Gursoy C, Kuscu Y, Gumus Demirbilek S. APACHE II or INCNS to predict mortality in traumatic brain injury: A retrospective cohort study. Ulus Travma Acil Cerrahi Derg. 2020;26(6):893-898. https://doi.org/10.14744/tjtes.2020.22654
  • Dalgic A, Ergüngör FM, Becan T, Elhan A, Okay Ö, Yüksel BC. The revised Acute Physiology and Chronic Health Evaluation System (APACHE II) is more effective than the Glasgow Coma Scale for prediction of mortality in head-injured patients with systemic. Ulus Travma Acil Cerrahi Derg. 2009;15(5):453–458.
  • Arslan K, Sahin AS. Evaluation of patients diagnosed with brain death in the intensive care unit: 10 years of tertiary center experience in Istanbul. North Clin Istanbul 2024;17;11(2):127-132. https://doi.org/10.14744/nci.2023.06937
  • Nik A, Sheikh Andalibi MS, Ehsaei MR, Zarifian A, Ehsan Karimiani G, Bahadoorkhan G. The efficacy of Glasgow Coma Scale (GCS) Score and Acute Physiology and Chronic Health Evaluation (APACHE) II for predicting hospital mortality of icu patients with acute traumatic brain injury. Bull Emerg Trauma 2018;6(2):141-145. https://doi.org/10.29252/beat-060208
  • Asim M, El-Menyar A, Parchani A, Nabir S, Ahmed MN, Ahmed Z, Ramzee AF, Al-Thani A, Al-Abdulmalek A, Al-Thani H. Rotterdam and Marshall Scores for Prediction of inhospital mortality in patients with traumatic brain injury: An observational study. Brain Inj. 2021;35(7):803-811. https://doi.org/10.1080/02699052.2021.1927181
  • Mata-Mbemba D, Mugikura S, Nakagawa A, Murata T, Ishii K, Li L, Takase K, Kushimoto S, Takahashi S. Early CT findings to predict early death in patients with traumatic brain injury: Marshall and Rotterdam CT scoring systems compared in the major academic tertiary care hospital in northeastern Japan. Acad Radiol. 2014;21(5):605-611. https://doi.org/10.1016/j.acra.2014.01.017
Year 2025, Volume: 15 Issue: 1, 83 - 89, 28.03.2025
https://doi.org/10.33808/clinexphealthsci.1457777

Abstract

References

  • GBD 2016 Traumatic Brain Injury and Spinal Cord Injury Collaborators: Global, regional, and national burden of traumatic brain injury and spinal cord injury, 1990-2016: A systematic analysis for the Global Burden of Disease Study 2016. Lancet Neurol. 2019,18(5):56-87. https://doi.org/10.1016/S1474-4422(18)30415-0
  • Dang B, Chen W, He W, Chen G. Rehabilitation treatment and progress of traumatic brain injury dysfunction. Neural Plasticity 2017; 2017:1582182. https://doi.org/10.1155/2017/1582182
  • Settervall CH, De Sousa RM, Fürbringer e Silva SC. In-hospital mortality and the Glasgow Coma Scale in the first 72 hours after traumatic brain injury. Rev Lat Am Enfermagem. 2011;19(6):1337-1343. https://doi.org/10.1590/s0104-11692011000600009
  • Bledsoe BE, Casey MJ, Feldman J, Johnson L, Diel S, Forred W, Gorman C. Glasgow Coma Scale scoring is often inaccurate. Prehosp Disaster Med. 2015;30(1):46–53. https://doi.org/10.1017/S1049023X14001289
  • Arslan K, Sahin AS, Yalcın N, Kaya E. Evaluation of trauma patients followed up and treated in intensive care unit: The sample of istanbul province training and research hospital. Turk J Intensive Care 2023;21(1):41-47. https://doi.org/10.4274/tybd.galenos.2022.20591
  • Rea-Neto A, da Silva Junior ED, Hassler G, Dos Santos VB, Bernardelli RS, Kozesinski-Nakatani AC, Martins-Junior MJ, Reese FB, Cosentino MB, Oliveira MC, Teive HAG. Epidemiological and clinical characteristics predictive of ICU mortality of patients with traumatic brain injury treated at a trauma referral hospital - A cohort study. BMC Neurol. 2023;23(1):101. https://doi.org/10.1186/s12883-023-03145-2
  • Arslan K, Sahin AS. Clinical characteristics of patients with methyl alcohol intoxication followed up in the intensive care unit and factors affecting mortality. Bagcilar Med Bull. 2023;8(3):222-229. https://doi.org/10.4274/BMB.galenos.2023.2022-12-106
  • Arslan K, Arslan HC, Sahin AS. Evaluation of critically ill obstet¬ric patients treated in an ıntensive care unit during the COVID-19 pandemic. Ann Saudi Med. 2023;43(1):10-16. https://doi.org/10.5144/0256-4947.2023.10
  • Munakomi SA. Comparative study between Marshall and Rotterdam CT scores in predicting early deaths in patients with traumatic brain injury in a major tertiary care hospital in Nepal. Chin J Traumatol. 2016;19(1):25-27. https://doi.org/10.1016/j.cjtee.2015.12.005
  • Goswami B, Nanda V, Kataria S, Kataria D. Prediction of in-hospital mortality in patients with traumatic brain injury using the rotterdam and marshall ct scores: A retrospective study from Western India. Cureus. 2023;15(7):e41548. https://doi.org/10.7759/cureus.41548
  • Teasdale G, Jennett B. Assessment of coma and impaired consciousness: A practical scale. Lancet 1974;2(7872):81-84. https://doi.org/10.1016/s0140-6736(74)91639-0
  • Knaus WA, Draper EA, Wagner DP, Zimmerman JE. APACHE II: A severity of disease classification system. Crit Care Med. 1985;13(10):818-829.
  • Steyerberg EW, Mushkudiani N, Perel P, Butcher I, Lu J, McHugh GS, Murray GD, Marmarou A, Roberts I, Habbema JD, Maas AI. Predicting outcome after traumatic brain injury: development and international validation of prognostic scores based on admission characteristics. PLoS Med. 2008;5(8):e165. https://doi.org/10.1371/journal.pmed.0050165 .
  • Maas AI, Hukkelhoven CW, Marshall LF, Steyerberg EW. Prediction of outcome in traumatic brain injury with computed tomographic characteristics: A comparison between the computed tomographic classification and combinations of computed tomographic predictors. Neurosurgery 2005;57(6):1173-1182. https://doi.org/10.1227/01.neu.0000186013.63046.6b
  • Marshall LF, Klauber MR, Van Berkum Clark M, Eisenberg HM, Jane JA, Luerssen TG, Marmarou A, Foulkes MA. A new classification of head injury based on computerized tomography. J Neurosurg. 1991;75(suppl):S14-S20. https://doi.org/10.3171/sup.1991.75.1s.0s14
  • Garza N, Toussi A, Wilson M, Shahlaie K, Martin R. The increasing age of TBI patients at a single level 1 trauma center and the discordance between GCS and CT Rotterdam scores in the elderly. Front Neurol. 2020;11:112. https://doi.org/10.3389/fneur.2020.00112
  • Unden J, Ingebrigtsen T, Romner B; Scandinavian Neurotrauma Committee (SNC). Scandinavian guidelines for initial management of minimal, mild and moderate head injuries in adults: An evidence and consensus-based update. BMC Med. 2013;25:11-50. https://doi.org/10.1186/1741-7015-11-50
  • Maas AIR, Menon DK, Adelson PD, Andelic N, Bell MJ, Belli A, InTBIR Participants and Investigators. Traumatic brain injury: Integrated approaches to improve prevention, clinical care, and research. Lancet Neurol. 2017;16(2):987-1048. https://doi.org/10.1016/S1474-4422(17)30371-X
  • Gürsoy G, Gursoy C, Kuscu Y, Gumus Demirbilek S. APACHE II or INCNS to predict mortality in traumatic brain injury: A retrospective cohort study. Ulus Travma Acil Cerrahi Derg. 2020;26(6):893-898. https://doi.org/10.14744/tjtes.2020.22654
  • Dalgic A, Ergüngör FM, Becan T, Elhan A, Okay Ö, Yüksel BC. The revised Acute Physiology and Chronic Health Evaluation System (APACHE II) is more effective than the Glasgow Coma Scale for prediction of mortality in head-injured patients with systemic. Ulus Travma Acil Cerrahi Derg. 2009;15(5):453–458.
  • Arslan K, Sahin AS. Evaluation of patients diagnosed with brain death in the intensive care unit: 10 years of tertiary center experience in Istanbul. North Clin Istanbul 2024;17;11(2):127-132. https://doi.org/10.14744/nci.2023.06937
  • Nik A, Sheikh Andalibi MS, Ehsaei MR, Zarifian A, Ehsan Karimiani G, Bahadoorkhan G. The efficacy of Glasgow Coma Scale (GCS) Score and Acute Physiology and Chronic Health Evaluation (APACHE) II for predicting hospital mortality of icu patients with acute traumatic brain injury. Bull Emerg Trauma 2018;6(2):141-145. https://doi.org/10.29252/beat-060208
  • Asim M, El-Menyar A, Parchani A, Nabir S, Ahmed MN, Ahmed Z, Ramzee AF, Al-Thani A, Al-Abdulmalek A, Al-Thani H. Rotterdam and Marshall Scores for Prediction of inhospital mortality in patients with traumatic brain injury: An observational study. Brain Inj. 2021;35(7):803-811. https://doi.org/10.1080/02699052.2021.1927181
  • Mata-Mbemba D, Mugikura S, Nakagawa A, Murata T, Ishii K, Li L, Takase K, Kushimoto S, Takahashi S. Early CT findings to predict early death in patients with traumatic brain injury: Marshall and Rotterdam CT scoring systems compared in the major academic tertiary care hospital in northeastern Japan. Acad Radiol. 2014;21(5):605-611. https://doi.org/10.1016/j.acra.2014.01.017
There are 24 citations in total.

Details

Primary Language English
Subjects Anaesthesiology, Intensive Care
Journal Section Articles
Authors

Kadir Arslan 0000-0003-4061-0746

Ümmihan Topal 0000-0002-2316-2358

Ayça Sultan Şahin 0000-0002-7765-5297

Early Pub Date March 23, 2025
Publication Date March 28, 2025
Submission Date March 23, 2024
Acceptance Date March 6, 2025
Published in Issue Year 2025 Volume: 15 Issue: 1

Cite

APA Arslan, K., Topal, Ü., & Şahin, A. S. (2025). Computerized Tomography-Based Scoring Systems (Marshall and Rotterdam score) versus Physiological Scoring Systems (GCS and APACHE II score) in Predicting Mortality in Traumatic Brain Injury. Clinical and Experimental Health Sciences, 15(1), 83-89. https://doi.org/10.33808/clinexphealthsci.1457777
AMA Arslan K, Topal Ü, Şahin AS. Computerized Tomography-Based Scoring Systems (Marshall and Rotterdam score) versus Physiological Scoring Systems (GCS and APACHE II score) in Predicting Mortality in Traumatic Brain Injury. Clinical and Experimental Health Sciences. March 2025;15(1):83-89. doi:10.33808/clinexphealthsci.1457777
Chicago Arslan, Kadir, Ümmihan Topal, and Ayça Sultan Şahin. “Computerized Tomography-Based Scoring Systems (Marshall and Rotterdam Score) Versus Physiological Scoring Systems (GCS and APACHE II Score) in Predicting Mortality in Traumatic Brain Injury”. Clinical and Experimental Health Sciences 15, no. 1 (March 2025): 83-89. https://doi.org/10.33808/clinexphealthsci.1457777.
EndNote Arslan K, Topal Ü, Şahin AS (March 1, 2025) Computerized Tomography-Based Scoring Systems (Marshall and Rotterdam score) versus Physiological Scoring Systems (GCS and APACHE II score) in Predicting Mortality in Traumatic Brain Injury. Clinical and Experimental Health Sciences 15 1 83–89.
IEEE K. Arslan, Ü. Topal, and A. S. Şahin, “Computerized Tomography-Based Scoring Systems (Marshall and Rotterdam score) versus Physiological Scoring Systems (GCS and APACHE II score) in Predicting Mortality in Traumatic Brain Injury”, Clinical and Experimental Health Sciences, vol. 15, no. 1, pp. 83–89, 2025, doi: 10.33808/clinexphealthsci.1457777.
ISNAD Arslan, Kadir et al. “Computerized Tomography-Based Scoring Systems (Marshall and Rotterdam Score) Versus Physiological Scoring Systems (GCS and APACHE II Score) in Predicting Mortality in Traumatic Brain Injury”. Clinical and Experimental Health Sciences 15/1 (March 2025), 83-89. https://doi.org/10.33808/clinexphealthsci.1457777.
JAMA Arslan K, Topal Ü, Şahin AS. Computerized Tomography-Based Scoring Systems (Marshall and Rotterdam score) versus Physiological Scoring Systems (GCS and APACHE II score) in Predicting Mortality in Traumatic Brain Injury. Clinical and Experimental Health Sciences. 2025;15:83–89.
MLA Arslan, Kadir et al. “Computerized Tomography-Based Scoring Systems (Marshall and Rotterdam Score) Versus Physiological Scoring Systems (GCS and APACHE II Score) in Predicting Mortality in Traumatic Brain Injury”. Clinical and Experimental Health Sciences, vol. 15, no. 1, 2025, pp. 83-89, doi:10.33808/clinexphealthsci.1457777.
Vancouver Arslan K, Topal Ü, Şahin AS. Computerized Tomography-Based Scoring Systems (Marshall and Rotterdam score) versus Physiological Scoring Systems (GCS and APACHE II score) in Predicting Mortality in Traumatic Brain Injury. Clinical and Experimental Health Sciences. 2025;15(1):83-9.

14639   14640