Deep structural brain lesions associated with consciousness impairment early after hemorrhagic stroke

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作者
Benjamin Rohaut
Kevin W. Doyle
Alexandra S. Reynolds
Kay Igwe
Caroline Couch
Adu Matory
Batool Rizvi
David Roh
Angela Velazquez
Murad Megjhani
Soojin Park
Sachin Agarwal
Christine M. Mauro
Gen Li
Andrey Eliseyev
Vincent Perlbarg
Sander Connolly
Adam M. Brickman
Jan Claassen
机构
[1] Columbia University,Department of Neurology, Critical Care Neurology
[2] Columbia University,Department of Neurology, The Taub Institute, Gertrude H. Sergievsky Center
[3] Columbia University,Mailman School of Public Health, Department of Biostatistics
[4] iCONICS,Bioinformatics and Biostatistics Core Facility
[5] IHU-A-ICM,Department of Neurosurgery
[6] Institut du Cerveau et de la Moelle épinière,undefined
[7] Columbia University,undefined
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摘要
The purpose of this study was to determine the significance of deep structural lesions for impairment of consciousness following hemorrhagic stroke and recovery at ICU discharge. Our study focused on deep lesions that previously were implicated in studies of disorders of consciousness. We analyzed MRI measures obtained within the first week of the bleed and command following throughout the ICU stay. A machine learning approach was applied to identify MRI findings that best predicted the level consciousness. From 158 intracerebral hemorrhage patients that underwent MRI, one third was unconscious at the time of MRI and half of these patients recovered consciousness by ICU discharge. Deep structural lesions predicted both, impairment and recovery of consciousness, together with established measures of mass effect. Lesions in the midbrain peduncle and pontine tegmentum alongside the caudate nucleus were implicated as critical structures. Unconscious patients predicted to recover consciousness by ICU discharge had better long-term functional outcomes than those predicted to remain unconscious.
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