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

被引:18
|
作者
Rohaut, Benjamin [1 ]
Doyle, Kevin W. [1 ]
Reynolds, Alexandra S. [1 ]
Igwe, Kay [2 ]
Couch, Caroline [1 ]
Matory, Adu [1 ]
Rizvi, Batool [2 ]
Roh, David [1 ]
Velazquez, Angela [1 ]
Megjhani, Murad [1 ]
Park, Soojin [1 ]
Agarwal, Sachin [1 ]
Mauro, Christine M. [3 ]
Li, Gen [3 ]
Eliseyev, Andrey [1 ]
Perlbarg, Vincent [4 ]
Connolly, Sander [5 ]
Brickman, Adam M. [2 ]
Claassen, Jan [1 ]
机构
[1] Columbia Univ, Dept Neurol, Crit Care Neurol, New York, NY 10027 USA
[2] Columbia Univ, Gertrude H Sergievsky Ctr, Dept Neurol, Taub Inst, New York, NY 10027 USA
[3] Columbia Univ, Dept Biostat, Mailman Sch Publ Hlth, New York, NY USA
[4] Inst Cerveau & Moelle Epiniere, IHU A ICM, iCONICS, Bioinformat & Biostat Core Facil, Paris, France
[5] Columbia Univ, Dept Neurosurg, New York, NY USA
基金
美国国家科学基金会;
关键词
ICH SCORE; INJURY; STATE; NEUROSCIENCE; PREDICTION; OUTCOMES; SLEEP; SCALE;
D O I
10.1038/s41598-019-41042-2
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
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.
引用
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页数:9
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