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Derivation of a Predictive Score for Hemorrhagic Progression of Cerebral Contusions in Moderate and Severe Traumatic Brain Injury

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Abstract

Backgrounds

After traumatic brain injury (TBI), hemorrhagic progression of contusions (HPCs) occurs frequently. However, there is no established predictive score to identify high-risk patients for HPC.

Methods

Consecutive patients who were hospitalized (2008–2013) with non-penetrating moderate or severe TBI were studied. The primary outcome was HPC, defined by both a relative increase in contusion volume by ≥30 % and an absolute increase by ≥10 mL on serial imaging. Logistic regression models were created to identify independent risk factors for HPC. The HPC Score was then derived based on the final model.

Results

Among a total of 286 eligible patients, 61 (21 %) patients developed HPC. On univariate analyses, HPC was associated with older age, higher initial blood pressure, antiplatelet medications, anticoagulants, subarachnoid hemorrhage (SAH) subdural hematoma (SDH), skull fracture, frontal contusion, larger contusion volume, and shorter interval from injury to initial CT. In the final model, SAH (OR 6.33, 95 % CI, 1.80–22.23), SDH (OR 3.46, 95 % CI, 1.39–8.63), and skull fracture (OR 2.67, 95 % CI, 1.28–5.58) were associated with HPC. Based on these factors, the HPC Score was derived (SAH = 2 points, SDH = 1 point, and skull fracture = 1 point). This score had an area under the receiver operating curve of 0.77. Patients with a score of 0–2 had a 4.0 % incidence of HPC, while patients with a score of 3–4 had a 34.6 % incidence of HPC.

Conclusions

A simple HPC Score was developed for early risk stratification of HPC in patients with moderate or severe TBI.

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References

  1. Kurland D, Hong C, Aarabi B, Gerzanich V, Simard JM. Hemorrhagic progression of a contusion after traumatic brain injury: a review. J Neurotrauma. 2012;29:19–31.

    Article  PubMed  PubMed Central  Google Scholar 

  2. Narayan RK, Maas AI, Servadei F, Skolnick BE, Tillinger MN, Marshall LF. Progression of traumatic intracerebral hemorrhage: a prospective observational study. J Neurotrauma. 2008;25:629–39.

    Article  PubMed  Google Scholar 

  3. Iaccarino C, Schiavi P, Picetti E, et al. Patients with brain contusions: predictors of outcome and relationship between radiological and clinical evolution. J Neurosurg. 2014;120:908–18.

    Article  PubMed  Google Scholar 

  4. Oertel M, Kelly DF, McArthur D, et al. Progressive hemorrhage after head trauma: predictors and consequences of the evolving injury. J Neurosurg. 2002;96:109–16.

    Article  PubMed  Google Scholar 

  5. Chieregato A, Fainardi E, Morselli-Labate AM, et al. Factors associated with neurological outcome and lesion progression in traumatic subarachnoid hemorrhage patients. Neurosurg. 2005;56:671–80.

    Article  Google Scholar 

  6. Alahmadi H, Vachhrajani S, Cusimano MD. The natural history of brain contusion: an analysis of radiological and clinical progression. J Neurosurg. 2010;112:1139–45.

    Article  PubMed  Google Scholar 

  7. Tong WS, Zheng P, Xu JF, et al. Early CT signs of progressive hemorrhagic injury following acute traumatic brain injury. Neuroradiol. 2011;53:305–9.

    Article  Google Scholar 

  8. Kaups KL, Davis JW, Parks SN. Routinely repeated computed tomography after blunt head trauma: does it benefit patients? J Trauma. 2004;56:475–81.

    Article  PubMed  Google Scholar 

  9. Sanus G, Zihni N, Tanriverdi T, Alver I, Aydin S, Uzan M. Evolving traumatic brain lesions: predictors and results of ninety-eight head-injured patients. Neurosurg Q. 2004;14:97–104.

    Article  Google Scholar 

  10. Chang EF, Meeker M, Holland MC. Acute traumatic intraparenchymal hemorrhage: risk factors for progression in the early post-injury period. Neurosurg. 2006;58:647–56.

    Article  Google Scholar 

  11. Reed SD, Bough DK, Meyer K, Jarvik JG. Inpatient costs, length of stay, and mortality for cerebrovascular events in community hospitals. Neurology. 2001;57:305–14.

    Article  CAS  PubMed  Google Scholar 

  12. Stein SC, Young GS, Talucci RC, Greenbaum BH, Ross SE. Delayed brain injury after head trauma: significance of coagulopathy. Neurosurg. 1992;30:160–5.

    Article  CAS  Google Scholar 

  13. Givner A, Gurney J, O’Connor D, Kassarjian A, Lamorte WW, Moulton S. Reimaging in pediatric neurotrauma: factors associated with progression of intracranial injury. J Pediatr Surg. 2002;37:381–5.

    Article  PubMed  Google Scholar 

  14. Yuan F, Ding J, Chen H, et al. Predicting progressive hemorrhagic injury after traumatic brain injury: derivation and validation of a risk score based on admission characteristics. J Neurotrauma. 2012;29:2137–42.

    Article  PubMed  PubMed Central  Google Scholar 

  15. Engström M, Romner B, Schalén W, Reinstrup P. Thrombocytopenia predicts progressive hemorrhage after head trauma. J Neurotrauma. 2005;22:291–6.

    Article  PubMed  Google Scholar 

  16. Schnüriger B, Inaba K, Abdelsayed GA, et al. The impact of platelets on the progression of traumatic intracranial hemorrhage. J Trauma. 2010;68:881–5.

    Article  PubMed  Google Scholar 

  17. Brain Trauma Foundation. Guidelines for the management of severe traumatic brain injury, 3rd edition. J Neurotrauma. 2007;24(Suppl 1):S1–2.

    Google Scholar 

  18. Kothari RU, Brott T, Broderick JP, et al. The ABCs of measuring intracerebral hemorrhage volumes. Stroke. 1996;27:1304–5.

    Article  CAS  PubMed  Google Scholar 

  19. White CL, Griffith S, Caron JL. Early progression of traumatic cerebral contusions: characterization and risk factors. J Trauma. 2009;67:508–15.

    Article  PubMed  Google Scholar 

  20. Marshall LF, Marshall SB, Klauber MR, et al. A new classification of head injury based on computerized tomography. J Neurosurg. 1991;75:S14–20.

    Google Scholar 

  21. 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;57:1173–82.

    Article  PubMed  Google Scholar 

  22. Stein SC, Smith DH. Coagulopathy in traumatic brain injury. Neurocrit Care. 2004;1:479–88.

    Article  PubMed  Google Scholar 

  23. Fabbri A, Servadei F, Marchesini G, Stein SC, Vandelli A. Predicting intracranial lesions by antiplatelet agents in subjects with mild head injury. J Neurol Neurosurg Psychiatry. 2010;81:1275–9.

    Article  PubMed  Google Scholar 

  24. Hukkelhoven CW, Steyerberg EW, Rampen AJ, et al. Patient age and outcome following severe traumatic brain injury: an analysis of 5600 patients. J Neurosurg. 2003;99:666–73.

    Article  PubMed  Google Scholar 

  25. Peterson EC, Chesnut RM. Talk and die revisited: bifrontal contusions and late deterioration. J Trauma. 2011;71:1588–92.

    PubMed  Google Scholar 

Download references

Funding

Dr. Nakagawa was partially supported by the National Institute on Minority Health and Health Disparities of the National Institutes of Health (P20MD000173).

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Correspondence to Matthew A. Koenig.

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The authors report no conflicts of interest related to this manuscript.

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Allison, R.Z., Nakagawa, K., Hayashi, M. et al. Derivation of a Predictive Score for Hemorrhagic Progression of Cerebral Contusions in Moderate and Severe Traumatic Brain Injury. Neurocrit Care 26, 80–86 (2017). https://doi.org/10.1007/s12028-016-0303-5

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  • DOI: https://doi.org/10.1007/s12028-016-0303-5

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