Highlights
- •Dynamic factors affect mortality in ICU patients with traumatic brain injury (TBI).
- •Protective ICU factors post-TBI include certain medications and blood products.
- •Long-term post-TBI mortality is influenced by socioeconomic factors.
Abstract
Background
Mortality risks after Traumatic Brain Injury (TBI) are understudied in critical illness.
We sought to identify risks of mortality in critically ill patients with TBI using
time-varying covariates.
Methods
This single-center, six-year (2006–2012), retrospective cohort study measured demographics,
injury characteristics, and daily data of acute TBI patients in the Intensive Care
Unit (ICU). Time-varying Cox proportional hazards models assessed in-hospital and
3-year mortality.
Results
Post-TBI ICU patients (n = 2664) experienced 20% in-hospital mortality (n = 529) and
27% (n = 706) 3-year mortality. Glasgow Coma Scale motor subscore (hazard ratio (HR)
0.58, p < 0.001), pupil reactivity (HR 3.17, p < 0.001), minimum glucose (HR 1.44,
p < 0.001), mSOFA score (HR 1.81, p < 0.001), coma (HR 2.26, p < 0.001), and benzodiazepines
(HR 1.38, p < 0.001) were associated with in-hospital mortality. At three years, public
insurance (HR 1.78, p = 0.011) and discharge disposition (HR 4.48, p < 0.001) were
associated with death.
Conclusions
Time-varying characteristics influenced in-hospital mortality post-TBI. Socioeconomic
factors primarily affect three-year mortality.
Keywords
To read this article in full you will need to make a payment
Purchase one-time access:
Academic & Personal: 24 hour online accessCorporate R&D Professionals: 24 hour online accessOne-time access price info
- For academic or personal research use, select 'Academic and Personal'
- For corporate R&D use, select 'Corporate R&D Professionals'
Subscribe:
Subscribe to The American Journal of SurgeryAlready a print subscriber? Claim online access
Already an online subscriber? Sign in
Register: Create an account
Institutional Access: Sign in to ScienceDirect
References
- Traumatic Brain Injury in the United States: Emergency Department Visits, Hospitalizations and Deaths 2002-2006.2010: 1-2
- Risk of posthospitalization mortality among persons with traumatic brain injury, South Carolina 1999-2001.J Head Trauma Rehabil. 2005; 20: 257-269
- Causes of death following 1 year postinjury among individuals with traumatic brain injury.J Head Trauma Rehabil. 2006; 21: 22-33
- Mortality after discharge from acute care hospitalization with traumatic brain injury: a population-based study.Arch Phys Med Rehabil. 2010; 91: 20-29
- Long-term mortality trends in functionally-dependent adults following severe traumatic-brain injury.Brain Inj. 2008; 22: 919-925
- Survival and mortality following TBI.Brain Inj. 2018; 32: 149-157
- Patterns of agitated behaviour during acute brain injury rehabilitation.Brain Inj. 2010; 24: 1214-1221
- Death after discharge: predictors of mortality in older brain-injured patients.J Trauma Acute Care Surg. 2014; 77: 978-983
- Using abbreviated injury scale (AIS) codes to classify computed tomography (CT) features in the Marshall system.BMC Med Res Methodol. 2010; 10: 72
- Anemia and brain oxygen after severe traumatic brain injury.Intensive Care Med. 2012; 38: 1497-1504
- Impact of tight glycemic control on cerebral glucose metabolism after severe brain injury: a microdialysis study.Crit Care Med. 2008; 36: 3233-3238
- Role of anemia in traumatic brain injury.J Am Coll Surg. 2008; 207: 398-406
- Validity of a modified sequential organ failure assessment score using the Richmond agitation-sedation scale.Crit Care Med. 2016; 44: 138-146
- Beta-blockers and traumatic brain injury: a systematic review, meta-analysis, and Eastern association for the surgery of trauma guideline.Ann Surg. 2017; 266: 952-961
- An analysis of beta-blocker administration pre-and post-traumatic brain injury with subanalyses for head injury severity and myocardial injury.Am Surg. 2016; 82: 1203-1208
- Demographic and clinical risk factors associated with hospital mortality after isolated severe traumatic brain injury: a cohort study.J Intensive Care. 2015; 3: 46
- Advancing care for traumatic brain injury: findings from the IMPACT studies and perspectives on future research.Lancet Neurol. 2013; 12: 1200-1210
- Race and insurance disparities in discharge to rehabilitation for patients with traumatic brain injury.J Neurotrauma. 2013; 30: 2057-2065
- Clinical epidemiology of adults with moderate traumatic brain injury.Crit Care Med. 2018; 46: 781-787
- Time-varying covariates and coefficients in Cox regression models.Ann Transl Med. 2018; 6: 121
- Predicting outcome after traumatic brain injury: development and international validation of prognostic scores based on admission characteristics.PLoS Med. 2008; 5 (; discussion e)e165
- Magnetic resonance imaging improves 3-month outcome prediction in mild traumatic brain injury.Ann Neurol. 2013; 73: 224-235
- Serum GFAP and UCH-L1 for prediction of absence of intracranial injuries on head CT (ALERT-TBI): a multicentre observational study.Lancet Neurol. 2018; 17: 782-789
- Association between plasma GFAP concentrations and MRI abnormalities in patients with CT-negative traumatic brain injury in the TRACK-TBI cohort: a prospective multicentre study.Lancet Neurol. 2019; 18: 953-961
- Prognostic value of day-of-injury plasma GFAP and UCH-L1 concentrations for predicting functional recovery after traumatic brain injury in patients from the US TRACK-TBI cohort: an observational cohort study.Lancet Neurol. 2022; 21: 803-813
- 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: Off Publ Eur Trauma Soc. 2013; 39: 25-34
- Predicting six-month mortality of patients with traumatic brain injury: usefulness of common intensive care severity scores.Crit Care. 2014; 18R60
- Effect of erythropoietin and transfusion threshold on neurological recovery after traumatic brain injury: a randomized clinical trial.JAMA. 2014; 312: 36-47
- Coagulopathy and haemorrhagic progression in traumatic brain injury: advances in mechanisms, diagnosis, and management.Lancet Neurol. 2017; 16: 630-647
- Improvement of blood-brain barrier integrity in traumatic brain injury and hemorrhagic shock following treatment with valproic acid and fresh frozen plasma.Crit Care Med. 2018; 46: e59-e66
- Intensive versus conventional glucose control in critically ill patients.N Engl J Med. 2009; 360: 1283-1297
- Haloperidol and ziprasidone for treatment of delirium in critical illness.N Engl J Med. 2018; 379: 2506-2516
- Acute management of acquired brain injury part II: an evidence-based review of pharmacological interventions.Brain Inj. 2010; 24: 706-721
- Sedation for critically ill adults with severe traumatic brain injury: a systematic review of randomized controlled trials.Crit Care Med. 2011; 39: 2743-2751
- Clinical Practice Guidelines for the Prevention and Management of Pain, Agitation/Sedation, Delirium, Immobility, and Sleep Disruption in Adult Patients in the ICU.Crit Care Med. 2018 Sep; 46: e825-e873
- Delirium monitoring in neurocritically ill patients: a systematic review.Crit Care Med. 2018; 46: 1832-1841
- Factors associated with opioid initiation in OEF/OIF/OND veterans with traumatic brain injury.Pain Med. 2018; 19: 774-787
- Does health care insurance affect outcomes after traumatic brain injury? Analysis of the National Trauma Databank.Am Surg. 2010; 76: 1108-1111
- Impact of socioethnic factors on outcomes following traumatic brain injury.J Trauma. 2011; 70: 527-534
- Neurologic functional and quality of life outcomes after TBI: clinic attendees versus non-attendees.J Neurotrauma. 2015; 32: 984-989
- Illuminating Neuropsychological Dysfunction and Systemic Inflammatory Mechanisms Gleaned after Hospitalization in Trauma-ICU Study (INSIGHT-ICU): clinicaltrials.gov.([Available from:)
- Multivariable prognostic analysis in traumatic brain injury: results from the IMPACT study.J Neurotrauma. 2007; 24: 329-337
- Prediction of outcome after moderate and severe traumatic brain injury: external validation of the International Mission on Prognosis and Analysis of Clinical Trials (IMPACT) and Corticoid Randomisation after Significant Head injury (CRASH) prognostic models.Crit Care Med. 2012; 40: 1609-1617
- Predicting outcome after traumatic brain injury: development and validation of a prognostic score based on admission characteristics.J Neurotrauma. 2005; 22: 1025-1039
- Introduction of a novel trauma score.J Trauma Acute Care Surg. 2012; 73: 1607-1613
- Pupil evaluation in addition to Glasgow Coma Scale components in prediction of traumatic brain injury and mortality.Br J Surg. 2012; 99: 122-130
- Prospective independent validation of IMPACT modeling as a prognostic tool in severe traumatic brain injury.J Neurotrauma. 2012; 29: 47-52
Article info
Publication history
Published online: October 27, 2022
Accepted:
October 5,
2022
Received in revised form:
September 27,
2022
Received:
August 11,
2022
Identification
Copyright
Published by Elsevier Inc.