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Published in: Neurocritical Care 1/2016

01-02-2016 | Original Article

Multi-Center Study of Diffusion-Weighted Imaging in Coma After Cardiac Arrest

Authors: K. G. Hirsch, M. Mlynash, I. Eyngorn, R. Pirsaheli, A. Okada, S. Komshian, C. Chen, S. A. Mayer, J. F. Meschia, R. A. Bernstein, O. Wu, D. M. Greer, C. A. Wijman, G. W. Albers

Published in: Neurocritical Care | Issue 1/2016

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Abstract

Background

The ability to predict outcomes in acutely comatose cardiac arrest survivors is limited. Brain diffusion-weighted magnetic resonance imaging (DWI MRI) has been shown in initial studies to be a simple and effective prognostic tool. This study aimed to determine the predictive value of previously defined DWI MRI thresholds in a multi-center cohort.

Methods

DWI MRIs of comatose post-cardiac arrest patients were analyzed in this multi-center retrospective observational study. Poor outcome was defined as failure to regain consciousness within 14 days and/or death during the hospitalization. The apparent diffusion coefficient (ADC) value of each brain voxel was determined. ADC thresholds and brain volumes below each threshold were analyzed for their correlation with outcome.

Results

125 patients were included in the analysis. 33 patients (26 %) had a good outcome. An ADC value of less than 650 × 10−6 mm2/s in ≥10 % of brain volume was highly specific [91 % (95 % CI 75–98)] and had a good sensitivity [72 % (95 % CI 61–80)] for predicting poor outcome. This threshold remained an independent predictor of poor outcome in multivariable analysis (p = 0.002). An ADC value of less than 650 × 10−6 mm2/s in >22 % of brain volume was needed to achieve 100 % specificity for poor outcome.

Conclusions

In patients who remain comatose after cardiac arrest, quantitative DWI MRI findings correlate with early recovery of consciousness. A DWI MRI threshold of 650 × 10−6 mm2/s in ≥10 % of brain volume can differentiate patients with good versus poor outcome, though in this patient population the threshold was not 100 % specific for poor outcome.
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Literature
1.
go back to reference Bassetti C, Bomio F, Mathis J, Hess CW. Early prognosis in coma after cardiac arrest: a prospective clinical, electrophysiological, and biochemical study of 60 patients. J Neurol Neurosurg Psychiatry. 1996;61:610–5.PubMedCentralCrossRefPubMed Bassetti C, Bomio F, Mathis J, Hess CW. Early prognosis in coma after cardiac arrest: a prospective clinical, electrophysiological, and biochemical study of 60 patients. J Neurol Neurosurg Psychiatry. 1996;61:610–5.PubMedCentralCrossRefPubMed
2.
go back to reference Levy DE, Bates D, Caronna JJ, et al. Prognosis in nontraumatic coma. Ann Intern Med. 1981;94:293–301.CrossRefPubMed Levy DE, Bates D, Caronna JJ, et al. Prognosis in nontraumatic coma. Ann Intern Med. 1981;94:293–301.CrossRefPubMed
3.
go back to reference Levy DE, Caronna JJ, Singer BH, Lapinski RH, Frydman H, Plum F. Predicting outcome from hypoxic-ischemic coma. JAMA. 1985;253:1420–6.CrossRefPubMed Levy DE, Caronna JJ, Singer BH, Lapinski RH, Frydman H, Plum F. Predicting outcome from hypoxic-ischemic coma. JAMA. 1985;253:1420–6.CrossRefPubMed
5.
go back to reference Cummins RO, Ornato JP, Thies WH, Pepe PE. Improving survival from sudden cardiac arrest: the “chain of survival” concept. A statement for health professionals from the advanced cardiac life support subcommittee and the emergency cardiac care committee, American Heart Association. Circulation. 1991;83:1832–47.CrossRefPubMed Cummins RO, Ornato JP, Thies WH, Pepe PE. Improving survival from sudden cardiac arrest: the “chain of survival” concept. A statement for health professionals from the advanced cardiac life support subcommittee and the emergency cardiac care committee, American Heart Association. Circulation. 1991;83:1832–47.CrossRefPubMed
6.
go back to reference Go AS, Mozaffarian D, Roger VL, et al. Heart disease and stroke statistics–2013 update: a report from the American Heart Association. Circulation. 2013;127:e6–245.CrossRefPubMed Go AS, Mozaffarian D, Roger VL, et al. Heart disease and stroke statistics–2013 update: a report from the American Heart Association. Circulation. 2013;127:e6–245.CrossRefPubMed
7.
go back to reference Hamel MB, Phillips R, Teno J, et al. Cost effectiveness of aggressive care for patients with nontraumatic coma. Crit Care Med. 2002;30:1191–6.CrossRefPubMed Hamel MB, Phillips R, Teno J, et al. Cost effectiveness of aggressive care for patients with nontraumatic coma. Crit Care Med. 2002;30:1191–6.CrossRefPubMed
8.
go back to reference Zandbergen EG, Hijdra A, Koelman JH, et al. Prediction of poor outcome within the first 3 days of postanoxic coma. Neurology. 2006;66:62–8.CrossRefPubMed Zandbergen EG, Hijdra A, Koelman JH, et al. Prediction of poor outcome within the first 3 days of postanoxic coma. Neurology. 2006;66:62–8.CrossRefPubMed
9.
go back to reference Neumar RW, Nolan JP, Adrie C, et al. Post-cardiac arrest syndrome: epidemiology, pathophysiology, treatment, and prognostication. A consensus statement from the International Liaison Committee on Resuscitation (American Heart Association, Australian and New Zealand Council on Resuscitation, European Resuscitation Council, Heart and Stroke Foundation of Canada, InterAmerican Heart Foundation, Resuscitation Council of Asia, and the Resuscitation Council of Southern Africa); the American Heart Association Emergency Cardiovascular Care Committee; the Council on Cardiovascular Surgery and Anesthesia; the Council on Cardiopulmonary, Perioperative, and Critical Care; the Council on Clinical Cardiology; and the Stroke Council. Circulation. 2008;118:2452–83.CrossRefPubMed Neumar RW, Nolan JP, Adrie C, et al. Post-cardiac arrest syndrome: epidemiology, pathophysiology, treatment, and prognostication. A consensus statement from the International Liaison Committee on Resuscitation (American Heart Association, Australian and New Zealand Council on Resuscitation, European Resuscitation Council, Heart and Stroke Foundation of Canada, InterAmerican Heart Foundation, Resuscitation Council of Asia, and the Resuscitation Council of Southern Africa); the American Heart Association Emergency Cardiovascular Care Committee; the Council on Cardiovascular Surgery and Anesthesia; the Council on Cardiopulmonary, Perioperative, and Critical Care; the Council on Clinical Cardiology; and the Stroke Council. Circulation. 2008;118:2452–83.CrossRefPubMed
10.
go back to reference Stub D, Bernard S, Duffy SJ, Kaye DM. Post cardiac arrest syndrome: a review of therapeutic strategies. Circulation. 2011;123:1428–35.CrossRefPubMed Stub D, Bernard S, Duffy SJ, Kaye DM. Post cardiac arrest syndrome: a review of therapeutic strategies. Circulation. 2011;123:1428–35.CrossRefPubMed
11.
12.
go back to reference Al Thenayan E, Savard M, Sharpe M, Norton L, Young B. Predictors of poor neurologic outcome after induced mild hypothermia following cardiac arrest. Neurology. 2008;71:1535–7.CrossRefPubMed Al Thenayan E, Savard M, Sharpe M, Norton L, Young B. Predictors of poor neurologic outcome after induced mild hypothermia following cardiac arrest. Neurology. 2008;71:1535–7.CrossRefPubMed
13.
go back to reference Samaniego EA, Mlynash M, Caulfield AF, Eyngorn I, Wijman CA. Sedation confounds outcome prediction in cardiac arrest survivors treated with hypothermia. Neurocrit Care. 2011;15:113–9.PubMedCentralCrossRefPubMed Samaniego EA, Mlynash M, Caulfield AF, Eyngorn I, Wijman CA. Sedation confounds outcome prediction in cardiac arrest survivors treated with hypothermia. Neurocrit Care. 2011;15:113–9.PubMedCentralCrossRefPubMed
14.
go back to reference Oddo M, Rossetti AO. Early multimodal outcome prediction after cardiac arrest in patients treated with hypothermia. Crit Care Med. 2014;42:1340–7.CrossRefPubMed Oddo M, Rossetti AO. Early multimodal outcome prediction after cardiac arrest in patients treated with hypothermia. Crit Care Med. 2014;42:1340–7.CrossRefPubMed
15.
go back to reference Oddo M, Rossetti AO. Predicting neurological outcome after cardiac arrest. Curr Opin Crit Care. 2011;17:254–9.CrossRefPubMed Oddo M, Rossetti AO. Predicting neurological outcome after cardiac arrest. Curr Opin Crit Care. 2011;17:254–9.CrossRefPubMed
16.
go back to reference Rossetti AO, Oddo M, Logroscino G, Kaplan PW. Prognostication after cardiac arrest and hypothermia: a prospective study. Ann Neurol. 2010;67:301–7.PubMed Rossetti AO, Oddo M, Logroscino G, Kaplan PW. Prognostication after cardiac arrest and hypothermia: a prospective study. Ann Neurol. 2010;67:301–7.PubMed
17.
go back to reference Lovblad KO, Wetzel SG, Somon T, et al. Diffusion-weighted MRI in cortical ischaemia. Neuroradiology. 2004;46:175–82.CrossRefPubMed Lovblad KO, Wetzel SG, Somon T, et al. Diffusion-weighted MRI in cortical ischaemia. Neuroradiology. 2004;46:175–82.CrossRefPubMed
18.
go back to reference Wu O, Sorensen AG, Benner T, Singhal AB, Furie KL, Greer DM. Comatose patients with cardiac arrest: predicting clinical outcome with diffusion-weighted MR imaging. Radiology. 2009;252:173–81.PubMedCentralCrossRefPubMed Wu O, Sorensen AG, Benner T, Singhal AB, Furie KL, Greer DM. Comatose patients with cardiac arrest: predicting clinical outcome with diffusion-weighted MR imaging. Radiology. 2009;252:173–81.PubMedCentralCrossRefPubMed
19.
20.
go back to reference Wijdicks EF, Campeau NG, Miller GM. MR imaging in comatose survivors of cardiac resuscitation. AJNR Am J Neuroradiol. 2001;22:1561–5.PubMed Wijdicks EF, Campeau NG, Miller GM. MR imaging in comatose survivors of cardiac resuscitation. AJNR Am J Neuroradiol. 2001;22:1561–5.PubMed
22.
go back to reference Barrett KM, Freeman WD, Weindling SM, et al. Brain injury after cardiopulmonary arrest and its assessment with diffusion-weighted magnetic resonance imaging. Mayo Clin Proc. 2007;82:828–35.CrossRefPubMed Barrett KM, Freeman WD, Weindling SM, et al. Brain injury after cardiopulmonary arrest and its assessment with diffusion-weighted magnetic resonance imaging. Mayo Clin Proc. 2007;82:828–35.CrossRefPubMed
23.
go back to reference Reese TG, Heid O, Weisskoff RM, Wedeen VJ. Reduction of eddy-current-induced distortion in diffusion MRI using a twice-refocused spin echo. Magn Reson Med. 2003;49:177–82.CrossRefPubMed Reese TG, Heid O, Weisskoff RM, Wedeen VJ. Reduction of eddy-current-induced distortion in diffusion MRI using a twice-refocused spin echo. Magn Reson Med. 2003;49:177–82.CrossRefPubMed
24.
go back to reference Moseley ME, Cohen Y, Kucharczyk J, et al. Diffusion-weighted MR imaging of anisotropic water diffusion in cat central nervous system. Radiology. 1990;176:439–45.CrossRefPubMed Moseley ME, Cohen Y, Kucharczyk J, et al. Diffusion-weighted MR imaging of anisotropic water diffusion in cat central nervous system. Radiology. 1990;176:439–45.CrossRefPubMed
25.
go back to reference Harris PA, Taylor R, Thielke R, Payne J, Gonzalez N, Conde JG. Research electronic data capture (REDCap)–a metadata-driven methodology and workflow process for providing translational research informatics support. J Biomed Inform. 2009;42:377–81.PubMedCentralCrossRefPubMed Harris PA, Taylor R, Thielke R, Payne J, Gonzalez N, Conde JG. Research electronic data capture (REDCap)–a metadata-driven methodology and workflow process for providing translational research informatics support. J Biomed Inform. 2009;42:377–81.PubMedCentralCrossRefPubMed
27.
go back to reference Mlynash M, Campbell DM, Leproust EM, et al. Temporal and spatial profile of brain diffusion-weighted MRI after cardiac arrest. Stroke. 2010;41:1665–72.PubMedCentralCrossRefPubMed Mlynash M, Campbell DM, Leproust EM, et al. Temporal and spatial profile of brain diffusion-weighted MRI after cardiac arrest. Stroke. 2010;41:1665–72.PubMedCentralCrossRefPubMed
28.
go back to reference Hirsch KG, Mlynash M, Jansen S, et al. Prognostic value of a qualitative brain MRI scoring system after cardiac arrest. J Neuroimaging. 2015;25:430–7.CrossRefPubMed Hirsch KG, Mlynash M, Jansen S, et al. Prognostic value of a qualitative brain MRI scoring system after cardiac arrest. J Neuroimaging. 2015;25:430–7.CrossRefPubMed
29.
go back to reference Kompanje EJ. Prognostication in neurocritical care: just crystal ball gazing? Neurocrit Care. 2013;19:267–8.CrossRefPubMed Kompanje EJ. Prognostication in neurocritical care: just crystal ball gazing? Neurocrit Care. 2013;19:267–8.CrossRefPubMed
30.
go back to reference Mayer SA, Kossoff SB. Withdrawal of life support in the neurological intensive care unit. Neurology. 1999;52:1602–9.CrossRefPubMed Mayer SA, Kossoff SB. Withdrawal of life support in the neurological intensive care unit. Neurology. 1999;52:1602–9.CrossRefPubMed
31.
go back to reference Geocadin RG, Peberdy MA, Lazar RM. Poor survival after cardiac arrest resuscitation: a self-fulfilling prophecy or biologic destiny? Crit Care Med. 2012;40:979–80.CrossRefPubMed Geocadin RG, Peberdy MA, Lazar RM. Poor survival after cardiac arrest resuscitation: a self-fulfilling prophecy or biologic destiny? Crit Care Med. 2012;40:979–80.CrossRefPubMed
32.
Metadata
Title
Multi-Center Study of Diffusion-Weighted Imaging in Coma After Cardiac Arrest
Authors
K. G. Hirsch
M. Mlynash
I. Eyngorn
R. Pirsaheli
A. Okada
S. Komshian
C. Chen
S. A. Mayer
J. F. Meschia
R. A. Bernstein
O. Wu
D. M. Greer
C. A. Wijman
G. W. Albers
Publication date
01-02-2016
Publisher
Springer US
Published in
Neurocritical Care / Issue 1/2016
Print ISSN: 1541-6933
Electronic ISSN: 1556-0961
DOI
https://doi.org/10.1007/s12028-015-0179-9

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