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Published in: Neurocritical Care 2/2024

Open Access 13-11-2023 | Neuroprognostication

Guidelines for neuroprognostication in adults with traumatic spinal cord injury

Authors: Dea Mahanes, Susanne Muehlschlegel, Katja E. Wartenberg, Venkatakrishna Rajajee, Sheila A. Alexander, Katharina M. Busl, Claire J. Creutzfeldt, Gabriel V. Fontaine, Sara E. Hocker, David Y. Hwang, Keri S. Kim, Dominik Madzar, Shraddha Mainali, Juergen Meixensberger, Panayiotis N. Varelas, Christian Weimar, Thomas Westermaier, Oliver W. Sakowitz

Published in: Neurocritical Care | Issue 2/2024

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Abstract

Background

Traumatic spinal cord injury (tSCI) impacts patients and their families acutely and often for the long term. The ability of clinicians to share prognostic information about mortality and functional outcomes allows patients and their surrogates to engage in decision-making and plan for the future. These guidelines provide recommendations on the reliability of acute-phase clinical predictors to inform neuroprognostication and guide clinicians in counseling adult patients with tSCI or their surrogates.

Methods

A narrative systematic review was completed using Grading of Recommendations Assessment, Development, and Evaluation methodology. Candidate predictors, including clinical variables and prediction models, were selected based on clinical relevance and presence of an appropriate body of evidence. The Population/Intervention/Comparator/Outcome/Timing/Setting question was framed as “When counseling patients or surrogates of critically ill patients with traumatic spinal cord injury, should < predictor, with time of assessment if appropriate > be considered a reliable predictor of < outcome, with time frame of assessment >?” Additional full-text screening criteria were used to exclude small and lower quality studies. Following construction of an evidence profile and summary of findings, recommendations were based on four Grading of Recommendations Assessment, Development, and Evaluation criteria: quality of evidence, balance of desirable and undesirable consequences, values and preferences, and resource use. Good practice recommendations addressed essential principles of neuroprognostication that could not be framed in the Population/Intervention/Comparator/Outcome/Timing/Setting format. Throughout the guideline development process, an individual living with tSCI provided perspective on patient-centered priorities.

Results

Six candidate clinical variables and one prediction model were selected. Out of 11,132 articles screened, 369 met inclusion criteria for full-text review and 35 articles met eligibility criteria to guide recommendations. We recommend pathologic findings on magnetic resonance imaging, neurological level of injury, and severity of injury as moderately reliable predictors of American Spinal Cord Injury Impairment Scale improvement and the Dutch Clinical Prediction Rule as a moderately reliable prediction model of independent ambulation at 1 year after injury. No other reliable or moderately reliable predictors of mortality or functional outcome were identified. Good practice recommendations include considering the complete clinical condition as opposed to a single variable and communicating the challenges of likely functional deficits as well as potential for improvement and for long-term quality of life with SCI-related deficits to patients and surrogates.

Conclusions

These guidelines provide recommendations about the reliability of acute-phase predictors of mortality, functional outcome, American Spinal Injury Association Impairment Scale grade conversion, and recovery of independent ambulation for consideration when counseling patients with tSCI or their surrogates and suggest broad principles of neuroprognostication in this context.
Appendix
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Literature
1.
go back to reference 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;18:56–87. 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;18:56–87.
2.
go back to reference Jain NB, Ayers GD, Peterson EN, Harris MB, Morse L, O’Connor KC, et al. Traumatic spinal cord injury in the United States, 1993–2012. JAMA. 2015;313:2236–43.PubMedPubMedCentral Jain NB, Ayers GD, Peterson EN, Harris MB, Morse L, O’Connor KC, et al. Traumatic spinal cord injury in the United States, 1993–2012. JAMA. 2015;313:2236–43.PubMedPubMedCentral
4.
go back to reference Badhiwala JH, Wilson JR, Fehlings MG. Global burden of traumatic brain and spinal cord injury. Lancet Neurol. 2019;18:24–5.PubMed Badhiwala JH, Wilson JR, Fehlings MG. Global burden of traumatic brain and spinal cord injury. Lancet Neurol. 2019;18:24–5.PubMed
5.
go back to reference Consortium for spinal cord medicine. Outcomes following traumatic spinal cord injury: clinical practice guidelines for health-care professionals. Consortium for Spinal Cord Medicine; 1999. Consortium for spinal cord medicine. Outcomes following traumatic spinal cord injury: clinical practice guidelines for health-care professionals. Consortium for Spinal Cord Medicine; 1999.
6.
go back to reference Chen Y, DeVivo MJ, Richards JS, SanAgustin TB. Spinal cord injury model systems: review of program and national database from 1970 to 2015. Arch Phys Med Rehabil. 2016;97:1797–804.PubMed Chen Y, DeVivo MJ, Richards JS, SanAgustin TB. Spinal cord injury model systems: review of program and national database from 1970 to 2015. Arch Phys Med Rehabil. 2016;97:1797–804.PubMed
11.
go back to reference Baker SP, O’Neill B, Haddon W, Long WB. The injury severity score: a method for describing patients with multiple injuries and evaluating emergency care. J Trauma. 1974;14:187–96.PubMed Baker SP, O’Neill B, Haddon W, Long WB. The injury severity score: a method for describing patients with multiple injuries and evaluating emergency care. J Trauma. 1974;14:187–96.PubMed
12.
go back to reference Copes WS, Champion HR, Sacco WJ, Lawnick MM, Keast SL, Bain LW. The injury severity score revisited. J Trauma. 1988;28:69–77.PubMed Copes WS, Champion HR, Sacco WJ, Lawnick MM, Keast SL, Bain LW. The injury severity score revisited. J Trauma. 1988;28:69–77.PubMed
14.
go back to reference Maynard FM, Reynolds GG, Fountain S, Wilmot C, Hamilton R. Neurological prognosis after traumatic quadriplegia. three-year experience of California regional spinal cord injury care system. J Neurosurg. 1979;50:611–6.PubMed Maynard FM, Reynolds GG, Fountain S, Wilmot C, Hamilton R. Neurological prognosis after traumatic quadriplegia. three-year experience of California regional spinal cord injury care system. J Neurosurg. 1979;50:611–6.PubMed
15.
go back to reference Brown PJ, Marino RJ, Herbison GJ, Ditunno JF. The 72-hour examination as a predictor of recovery in motor complete quadriplegia. Arch Phys Med Rehabil. 1991;72:546–8.PubMed Brown PJ, Marino RJ, Herbison GJ, Ditunno JF. The 72-hour examination as a predictor of recovery in motor complete quadriplegia. Arch Phys Med Rehabil. 1991;72:546–8.PubMed
16.
go back to reference Herbison GJ, Zerby SA, Cohen ME, Marino RJ, Ditunno JF. Motor power differences within the first two weeks post-SCI in cervical spinal cord-injured quadriplegic subjects. J Neurotrauma. 1992;9:373–80.PubMed Herbison GJ, Zerby SA, Cohen ME, Marino RJ, Ditunno JF. Motor power differences within the first two weeks post-SCI in cervical spinal cord-injured quadriplegic subjects. J Neurotrauma. 1992;9:373–80.PubMed
17.
go back to reference Fehlings MG, Vaccaro A, Wilson JR, Singh A, Cadotte WD, Harrop JS, et al. Early versus delayed decompression for traumatic cervical spinal cord injury: results of the surgical timing in acute spinal cord injury study (STASCIS). PLoS ONE. 2012;7:e32037.PubMedPubMedCentral Fehlings MG, Vaccaro A, Wilson JR, Singh A, Cadotte WD, Harrop JS, et al. Early versus delayed decompression for traumatic cervical spinal cord injury: results of the surgical timing in acute spinal cord injury study (STASCIS). PLoS ONE. 2012;7:e32037.PubMedPubMedCentral
18.
go back to reference van Middendorp JJ, Hosman AJF, Donders ART, Pouw MH, Ditunno JF, Curt A, et al. A clinical prediction rule for ambulation outcomes after traumatic spinal cord injury: a longitudinal cohort study. Lancet. 2011;377:1004–10.PubMed van Middendorp JJ, Hosman AJF, Donders ART, Pouw MH, Ditunno JF, Curt A, et al. A clinical prediction rule for ambulation outcomes after traumatic spinal cord injury: a longitudinal cohort study. Lancet. 2011;377:1004–10.PubMed
20.
go back to reference van Silfhout L, Peters AEJ, Graco M, Schembri R, Nunn AK, Berlowitz DJ. Validation of the Dutch clinical prediction rule for ambulation outcomes in an inpatient setting following traumatic spinal cord injury. Spinal Cord. 2016;54:614–8.PubMed van Silfhout L, Peters AEJ, Graco M, Schembri R, Nunn AK, Berlowitz DJ. Validation of the Dutch clinical prediction rule for ambulation outcomes in an inpatient setting following traumatic spinal cord injury. Spinal Cord. 2016;54:614–8.PubMed
21.
go back to reference Hicks KE, Zhao Y, Fallah N, Rivers CS, Noonan VK, Plashkes T, et al. A simplified clinical prediction rule for prognosticating independent walking after spinal cord injury: a prospective study from a Canadian multicenter spinal cord injury registry. Spine J. 2017;17:1383–92.PubMed Hicks KE, Zhao Y, Fallah N, Rivers CS, Noonan VK, Plashkes T, et al. A simplified clinical prediction rule for prognosticating independent walking after spinal cord injury: a prospective study from a Canadian multicenter spinal cord injury registry. Spine J. 2017;17:1383–92.PubMed
22.
go back to reference Engel-Haber E, Zeilig G, Haber S, Worobey L, Kirshblum S. The effect of age and injury severity on clinical prediction rules for ambulation among individuals with spinal cord injury. Spine J. 2020;20:1666–75.PubMed Engel-Haber E, Zeilig G, Haber S, Worobey L, Kirshblum S. The effect of age and injury severity on clinical prediction rules for ambulation among individuals with spinal cord injury. Spine J. 2020;20:1666–75.PubMed
23.
go back to reference Keith RA, Granger CV, Hamilton BB, Sherwin FS. The functional independence measure: a new tool for rehabilitation. Adv Clin Rehabil. 1987;1:6–18.PubMed Keith RA, Granger CV, Hamilton BB, Sherwin FS. The functional independence measure: a new tool for rehabilitation. Adv Clin Rehabil. 1987;1:6–18.PubMed
24.
go back to reference Dodds TA, Martin DP, Stolov WC, Deyo RA. A validation of the functional independence measurement and its performance among rehabilitation inpatients. Arch Phys Med Rehabil. 1993;74:531–6.PubMed Dodds TA, Martin DP, Stolov WC, Deyo RA. A validation of the functional independence measurement and its performance among rehabilitation inpatients. Arch Phys Med Rehabil. 1993;74:531–6.PubMed
25.
go back to reference Hamilton BB, Laughlin JA, Fiedler RC, Granger CV. Interrater reliability of the 7-level functional independence measure (FIM). Scand J Rehabil Med. 1994;26:115–9.PubMed Hamilton BB, Laughlin JA, Fiedler RC, Granger CV. Interrater reliability of the 7-level functional independence measure (FIM). Scand J Rehabil Med. 1994;26:115–9.PubMed
26.
go back to reference Itzkovich M, Gelernter I, Biering-Sorensen F, Weeks C, Laramee MT, Craven BC, et al. The spinal cord independence measure (SCIM) version III: reliability and validity in a multi-center international study. Disabil Rehabil. 2007;29:1926–33.PubMed Itzkovich M, Gelernter I, Biering-Sorensen F, Weeks C, Laramee MT, Craven BC, et al. The spinal cord independence measure (SCIM) version III: reliability and validity in a multi-center international study. Disabil Rehabil. 2007;29:1926–33.PubMed
27.
go back to reference EM-SCI Study Group, van Middendorp JJ, Hosman AJF, Pouw MH, Van de Meent H. Is determination between complete and incomplete traumatic spinal cord injury clinically relevant? Validation of the ASIA sacral sparing criteria in a prospective cohort of 432 patients. Spinal Cord. 2009;47:809–16. EM-SCI Study Group, van Middendorp JJ, Hosman AJF, Pouw MH, Van de Meent H. Is determination between complete and incomplete traumatic spinal cord injury clinically relevant? Validation of the ASIA sacral sparing criteria in a prospective cohort of 432 patients. Spinal Cord. 2009;47:809–16.
28.
go back to reference Lee BA, Leiby BE, Marino RJ. Neurological and functional recovery after thoracic spinal cord injury. J Spinal Cord Med. 2016;39:67–76.PubMedPubMedCentral Lee BA, Leiby BE, Marino RJ. Neurological and functional recovery after thoracic spinal cord injury. J Spinal Cord Med. 2016;39:67–76.PubMedPubMedCentral
29.
go back to reference Hicken BL, Putzke JD, Richards JS. Bladder management and quality of life after spinal cord injury. Am J Phys Med Rehabil. 2001;80:916–22.PubMed Hicken BL, Putzke JD, Richards JS. Bladder management and quality of life after spinal cord injury. Am J Phys Med Rehabil. 2001;80:916–22.PubMed
30.
go back to reference Liu C-W, Huang C-C, Yang Y-H, Chen S-C, Weng M-C, Huang M-H. Relationship between neurogenic bowel dysfunction and health-related quality of life in persons with spinal cord injury. J Rehabil Med. 2009;41:35–40.PubMed Liu C-W, Huang C-C, Yang Y-H, Chen S-C, Weng M-C, Huang M-H. Relationship between neurogenic bowel dysfunction and health-related quality of life in persons with spinal cord injury. J Rehabil Med. 2009;41:35–40.PubMed
31.
go back to reference Guyatt GH, Schünemann HJ, Djulbegovic B, Akl EA. Guideline panels should not GRADE good practice statements. J Clin Epidemiol. 2015;68:597–600.PubMed Guyatt GH, Schünemann HJ, Djulbegovic B, Akl EA. Guideline panels should not GRADE good practice statements. J Clin Epidemiol. 2015;68:597–600.PubMed
32.
go back to reference Kirshblum SC, Botticello AL, DeSipio GB, Fichtenbaum J, Shah A, Scelza W. Breaking the news: a pilot study on patient perspectives of discussing prognosis after traumatic spinal cord injury. J Spinal Cord Med. 2016;39:155–61.PubMedPubMedCentral Kirshblum SC, Botticello AL, DeSipio GB, Fichtenbaum J, Shah A, Scelza W. Breaking the news: a pilot study on patient perspectives of discussing prognosis after traumatic spinal cord injury. J Spinal Cord Med. 2016;39:155–61.PubMedPubMedCentral
33.
go back to reference Nadeau M, Singh S, Bélanger L, Noonan VK, Hamilton L, Boyd M, et al. Patient perspective: diagnosis and prognosis of acute spinal cord injuries. Spinal Cord. 2021;59:865–73.PubMed Nadeau M, Singh S, Bélanger L, Noonan VK, Hamilton L, Boyd M, et al. Patient perspective: diagnosis and prognosis of acute spinal cord injuries. Spinal Cord. 2021;59:865–73.PubMed
34.
go back to reference Jin G-X, Li L, Cui S-Q, Duan J-Z, Wang H. Persistent hypoalbuminemia is a predictor of outcome in cervical spinal cord injury. Spine J. 2014;14:1902–8.PubMed Jin G-X, Li L, Cui S-Q, Duan J-Z, Wang H. Persistent hypoalbuminemia is a predictor of outcome in cervical spinal cord injury. Spine J. 2014;14:1902–8.PubMed
35.
go back to reference Claxton AR, Wong DT, Chung F, Fehlings MG. Predictors of hospital mortality and mechanical ventilation in patients with cervical spinal cord injury. Can J Anaesth. 1998;45:144–9.PubMed Claxton AR, Wong DT, Chung F, Fehlings MG. Predictors of hospital mortality and mechanical ventilation in patients with cervical spinal cord injury. Can J Anaesth. 1998;45:144–9.PubMed
36.
go back to reference Martin ND, Marks JA, Donohue J, Giordano C, Cohen MJ, Weinstein MS. The mortality inflection point for age and acute cervical spinal cord injury. J Trauma Inj Infect Crit Care. 2011;71:380–6. Martin ND, Marks JA, Donohue J, Giordano C, Cohen MJ, Weinstein MS. The mortality inflection point for age and acute cervical spinal cord injury. J Trauma Inj Infect Crit Care. 2011;71:380–6.
37.
go back to reference Alsaleh K, Bednar D, Forough F. Acute traumatic quadriplegia in adults: predictors of acute in-hospital mortality. Turkish Neurosurgery [Internet]. 2016 [cited 2022 Apr 26]; Available from: http://www.turkishneurosurgery.org.tr/summary_en_doi.php3?doi=https://doi.org/10.5137/1019-5149.JTN.16670-15.1 Alsaleh K, Bednar D, Forough F. Acute traumatic quadriplegia in adults: predictors of acute in-hospital mortality. Turkish Neurosurgery [Internet]. 2016 [cited 2022 Apr 26]; Available from: http://​www.​turkishneurosurg​ery.​org.​tr/​summary_​en_​doi.​php3?​doi=​https://​doi.​org/​10.​5137/​1019-5149.​JTN.​16670-15.​1
38.
go back to reference Elsamadicy AA, Sandhu MRS, Freedman IG, Reeves BC, Koo AB, Hengartner A, et al. Impact of frailty on morbidity and mortality in adult patients presenting with an acute traumatic cervical spinal cord injury. World Neurosurg. 2021;153:e408–18.PubMed Elsamadicy AA, Sandhu MRS, Freedman IG, Reeves BC, Koo AB, Hengartner A, et al. Impact of frailty on morbidity and mortality in adult patients presenting with an acute traumatic cervical spinal cord injury. World Neurosurg. 2021;153:e408–18.PubMed
39.
go back to reference Varma A, Hill EG, Nicholas J, Selassie A. Predictors of early mortality after traumatic spinal cord injury: a population-based study. Spine (Phila Pa 1976). 2010;35:778–83.PubMed Varma A, Hill EG, Nicholas J, Selassie A. Predictors of early mortality after traumatic spinal cord injury: a population-based study. Spine (Phila Pa 1976). 2010;35:778–83.PubMed
40.
go back to reference Selassie AW, Varma A, Saunders LL, Welldaregay W. Determinants of in-hospital death after acute spinal cord injury: a population-based study. Spinal Cord. 2013;51:48–54.PubMed Selassie AW, Varma A, Saunders LL, Welldaregay W. Determinants of in-hospital death after acute spinal cord injury: a population-based study. Spinal Cord. 2013;51:48–54.PubMed
41.
go back to reference Shibahashi K, Nishida M, Okura Y, Hamabe Y. Epidemiological state, predictors of early mortality, and predictive models for traumatic spinal cord injury: a multicenter nationwide cohort study. Spine. 2019;44:479–87.PubMed Shibahashi K, Nishida M, Okura Y, Hamabe Y. Epidemiological state, predictors of early mortality, and predictive models for traumatic spinal cord injury: a multicenter nationwide cohort study. Spine. 2019;44:479–87.PubMed
42.
go back to reference Furlan JC, Kattail D, Fehlings M. The impact of co-morbidities on age-related differences in mortality after acute traumatic spinal cord injury. J Neurotrauma. 2009;26(8):1361–7.PubMed Furlan JC, Kattail D, Fehlings M. The impact of co-morbidities on age-related differences in mortality after acute traumatic spinal cord injury. J Neurotrauma. 2009;26(8):1361–7.PubMed
43.
go back to reference Shao J, Zhu W, Chen X, Jia L, Song D, Zhou X, et al. Factors associated with early mortality after cervical spinal cord injury. J Spinal Cord Med. 2011;34:555–62.PubMedPubMedCentral Shao J, Zhu W, Chen X, Jia L, Song D, Zhou X, et al. Factors associated with early mortality after cervical spinal cord injury. J Spinal Cord Med. 2011;34:555–62.PubMedPubMedCentral
44.
go back to reference Liu C, Yang X, Meng B, Yang Z, Zhao X, Zhao X, et al. Survival in 222 patients with severe CSCI: an 8-year epidemiologic survey in western china. Arch Phys Med Rehabil. 2019;100:1872–80.PubMed Liu C, Yang X, Meng B, Yang Z, Zhao X, Zhao X, et al. Survival in 222 patients with severe CSCI: an 8-year epidemiologic survey in western china. Arch Phys Med Rehabil. 2019;100:1872–80.PubMed
45.
go back to reference Casper DS, Zmistowski B, Schroeder GD, McKenzie JC, Mangan J, Vatson J, et al. Preinjury patient characteristics and postinjury neurological status are associated with mortality following spinal cord injury. Spine. 2018;43:895–9.PubMed Casper DS, Zmistowski B, Schroeder GD, McKenzie JC, Mangan J, Vatson J, et al. Preinjury patient characteristics and postinjury neurological status are associated with mortality following spinal cord injury. Spine. 2018;43:895–9.PubMed
46.
go back to reference Cao Y, Krause JS, DiPiro N. Risk factors for mortality after spinal cord injury in the USA. Spinal Cord. 2013;51:413–8.PubMed Cao Y, Krause JS, DiPiro N. Risk factors for mortality after spinal cord injury in the USA. Spinal Cord. 2013;51:413–8.PubMed
47.
go back to reference Furlan JC, Fehlings M. The impact of age on mortality, impairment and disability among adults with acute traumatic spinal cord injury. J Neurotrauma. 2009;26(10):1707–17.PubMedPubMedCentral Furlan JC, Fehlings M. The impact of age on mortality, impairment and disability among adults with acute traumatic spinal cord injury. J Neurotrauma. 2009;26(10):1707–17.PubMedPubMedCentral
48.
go back to reference Higashi T, Eguchi H, Wakayama Y, Sumi M, Saito T. Risk factors associated with mortality after traumatic cervical spinal cord injury. OTA Int Open Access J Orthop Trauma. 2018;1: e003. Higashi T, Eguchi H, Wakayama Y, Sumi M, Saito T. Risk factors associated with mortality after traumatic cervical spinal cord injury. OTA Int Open Access J Orthop Trauma. 2018;1: e003.
49.
go back to reference Esmorís-Arijón I, Galeiras R, Salvador de la Barrera S, Fariña MM, Díaz SP. Characteristics and survival of patients with acute traumatic spinal cord injury above T6 with prolonged intensive care unit stays. World Neurosurg. 2021;152:e721–8.PubMed Esmorís-Arijón I, Galeiras R, Salvador de la Barrera S, Fariña MM, Díaz SP. Characteristics and survival of patients with acute traumatic spinal cord injury above T6 with prolonged intensive care unit stays. World Neurosurg. 2021;152:e721–8.PubMed
50.
go back to reference Wilson JR, Grossman RG, Frankowski RF, Kiss A, Davis AM, Kulkarni AV, et al. A clinical prediction model for long-term functional outcome after traumatic spinal cord injury based on acute clinical and imaging factors. J Neurotrauma. 2012;29:2263–71.PubMedPubMedCentral Wilson JR, Grossman RG, Frankowski RF, Kiss A, Davis AM, Kulkarni AV, et al. A clinical prediction model for long-term functional outcome after traumatic spinal cord injury based on acute clinical and imaging factors. J Neurotrauma. 2012;29:2263–71.PubMedPubMedCentral
51.
go back to reference Wilson JR, Davis AM, Kulkarni AV, Kiss A, Frankowski RF, Grossman RG, et al. Defining age-related differences in outcome after traumatic spinal cord injury: analysis of a combined, multicenter dataset. Spine J. 2014;14:1192–8.PubMed Wilson JR, Davis AM, Kulkarni AV, Kiss A, Frankowski RF, Grossman RG, et al. Defining age-related differences in outcome after traumatic spinal cord injury: analysis of a combined, multicenter dataset. Spine J. 2014;14:1192–8.PubMed
52.
go back to reference Sipski ML, Jackson AB, Gómez-Marín O, Estores I, Stein A. Effects of gender on neurologic and functional recovery after spinal cord injury. Arch Phys Med Rehabil. 2004;85:1826–36.PubMed Sipski ML, Jackson AB, Gómez-Marín O, Estores I, Stein A. Effects of gender on neurologic and functional recovery after spinal cord injury. Arch Phys Med Rehabil. 2004;85:1826–36.PubMed
53.
go back to reference Chen S, Gallagher MJ, Hogg F, Papadopoulos MC, Saadoun S. Visibility graph analysis of intraspinal pressure signal predicts functional outcome in spinal cord injured patients. J Neurotrauma. 2018;35:2947–56.PubMed Chen S, Gallagher MJ, Hogg F, Papadopoulos MC, Saadoun S. Visibility graph analysis of intraspinal pressure signal predicts functional outcome in spinal cord injured patients. J Neurotrauma. 2018;35:2947–56.PubMed
54.
go back to reference Dobran M, Iacoangeli M, Nocchi N, Di Rienzo A, di Somma LG, Nasi D, et al. Surgical treatment of cervical spine trauma: our experience and results. Asian J Neurosurg. 2015;10:207.PubMedPubMedCentral Dobran M, Iacoangeli M, Nocchi N, Di Rienzo A, di Somma LG, Nasi D, et al. Surgical treatment of cervical spine trauma: our experience and results. Asian J Neurosurg. 2015;10:207.PubMedPubMedCentral
55.
go back to reference Martínez-Pérez R, Cepeda S, Paredes I, Alen JF, Lagares A. MRI Prognostication factors in the setting of cervical spinal cord injury secondary to trauma. World Neurosurg. 2017;101:623–32.PubMed Martínez-Pérez R, Cepeda S, Paredes I, Alen JF, Lagares A. MRI Prognostication factors in the setting of cervical spinal cord injury secondary to trauma. World Neurosurg. 2017;101:623–32.PubMed
56.
go back to reference Aarabi B, Sansur CA, Ibrahimi DM, Simard JM, Hersh DS, Le E, et al. Intramedullary lesion length on postoperative magnetic resonance imaging is a strong predictor of ASIA impairment scale grade conversion following decompressive surgery in cervical spinal cord injury. Neurosurgery. 2017;80:610–20.PubMed Aarabi B, Sansur CA, Ibrahimi DM, Simard JM, Hersh DS, Le E, et al. Intramedullary lesion length on postoperative magnetic resonance imaging is a strong predictor of ASIA impairment scale grade conversion following decompressive surgery in cervical spinal cord injury. Neurosurgery. 2017;80:610–20.PubMed
57.
go back to reference Cao B-H, Wu Z-M, Liang J-W. Risk factors for poor prognosis of cervical spinal cord injury with subaxial cervical spine fracture-dislocation after surgical treatment: a consort study. Med Sci Monit. 2019;25:1970–5.PubMedPubMedCentral Cao B-H, Wu Z-M, Liang J-W. Risk factors for poor prognosis of cervical spinal cord injury with subaxial cervical spine fracture-dislocation after surgical treatment: a consort study. Med Sci Monit. 2019;25:1970–5.PubMedPubMedCentral
58.
go back to reference Failli V, Kopp MA, Gericke C, Martus P, Klingbeil S, Brommer B, et al. Functional neurological recovery after spinal cord injury is impaired in patients with infections. Brain. 2012;135:3238–50.PubMed Failli V, Kopp MA, Gericke C, Martus P, Klingbeil S, Brommer B, et al. Functional neurological recovery after spinal cord injury is impaired in patients with infections. Brain. 2012;135:3238–50.PubMed
59.
go back to reference Harrop JS, Naroji S, Maltenfort MG, Ratliff JK, Tjoumakaris SI, Frank B, et al. Neurologic improvement after thoracic, thoracolumbar, and lumbar spinal cord (Conus Medullaris) injuries. Spine. 2011;36:21–5.PubMed Harrop JS, Naroji S, Maltenfort MG, Ratliff JK, Tjoumakaris SI, Frank B, et al. Neurologic improvement after thoracic, thoracolumbar, and lumbar spinal cord (Conus Medullaris) injuries. Spine. 2011;36:21–5.PubMed
60.
go back to reference Kim M, Hong SK, Jeon SR, Roh SW, Lee S. Early (≤48 hours) versus late (>48 hours) surgery in spinal cord injury: treatment outcomes and risk factors for spinal cord injury. World Neurosurg. 2018;118:e513–25.PubMed Kim M, Hong SK, Jeon SR, Roh SW, Lee S. Early (≤48 hours) versus late (>48 hours) surgery in spinal cord injury: treatment outcomes and risk factors for spinal cord injury. World Neurosurg. 2018;118:e513–25.PubMed
61.
go back to reference Dobran M, Iacoangeli M, Di Somma LG, Rienzo Ad, Colasanti R, Nocchi N, et al. Neurological outcome in a series of 58 patients operated for traumatic thoracolumbar spinal cord injuries. Surg Neurol Int. 2014;5:329. Dobran M, Iacoangeli M, Di Somma LG, Rienzo Ad, Colasanti R, Nocchi N, et al. Neurological outcome in a series of 58 patients operated for traumatic thoracolumbar spinal cord injuries. Surg Neurol Int. 2014;5:329.
62.
go back to reference Phan P, Budhram B, Zhang Q, Rivers CS, Noonan VK, Plashkes T, et al. Highlighting discrepancies in walking prediction accuracy for patients with traumatic spinal cord injury: an evaluation of validated prediction models using a Canadian Multicenter Spinal Cord Injury Registry. The Spine Journal. 2019;19:703–10.PubMed Phan P, Budhram B, Zhang Q, Rivers CS, Noonan VK, Plashkes T, et al. Highlighting discrepancies in walking prediction accuracy for patients with traumatic spinal cord injury: an evaluation of validated prediction models using a Canadian Multicenter Spinal Cord Injury Registry. The Spine Journal. 2019;19:703–10.PubMed
63.
go back to reference Belliveau T, Jette AM, Seetharama S, Axt J, Rosenblum D, Larose D, et al. Developing artificial neural network models to predict functioning one year after traumatic spinal cord injury. Arch Phys Med Rehabil. 2016;97:1663-1668.e3.PubMed Belliveau T, Jette AM, Seetharama S, Axt J, Rosenblum D, Larose D, et al. Developing artificial neural network models to predict functioning one year after traumatic spinal cord injury. Arch Phys Med Rehabil. 2016;97:1663-1668.e3.PubMed
65.
go back to reference Anderson KD. Targeting recovery: priorities of the spinal cord-injured population. J Neurotrauma. 2004;21:1371–83.PubMed Anderson KD. Targeting recovery: priorities of the spinal cord-injured population. J Neurotrauma. 2004;21:1371–83.PubMed
Metadata
Title
Guidelines for neuroprognostication in adults with traumatic spinal cord injury
Authors
Dea Mahanes
Susanne Muehlschlegel
Katja E. Wartenberg
Venkatakrishna Rajajee
Sheila A. Alexander
Katharina M. Busl
Claire J. Creutzfeldt
Gabriel V. Fontaine
Sara E. Hocker
David Y. Hwang
Keri S. Kim
Dominik Madzar
Shraddha Mainali
Juergen Meixensberger
Panayiotis N. Varelas
Christian Weimar
Thomas Westermaier
Oliver W. Sakowitz
Publication date
13-11-2023
Publisher
Springer US
Published in
Neurocritical Care / Issue 2/2024
Print ISSN: 1541-6933
Electronic ISSN: 1556-0961
DOI
https://doi.org/10.1007/s12028-023-01845-8

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