Cortical reactivity to transcranial magnetic stimulation predicts risk of post-stroke delirium

被引:8
|
作者
Bai, Yang [1 ,2 ,3 ]
Belardinelli, Paolo [1 ,2 ,4 ]
Thoennes, Catrina [1 ,2 ]
Blum, Corinna [1 ,2 ]
Baur, David [1 ,2 ]
Laichinger, Kornelia [1 ,2 ]
Lindig, Tobias [5 ]
Ziemann, Ulf [1 ,2 ]
Mengel, Annerose [1 ,2 ]
机构
[1] Univ Tubingen, Dept Neurol & Stroke, Hoppe Seyler Str 3, D-72076 Tubingen, Germany
[2] Univ Tubingen, Hertie Inst Clin Brain Res, Tubingen, Germany
[3] Hangzhou Normal Univ, Sch Basic Med Sci, Hangzhou, Peoples R China
[4] Univ Trento, Ctr Mind Brain Sci CIMeC, Trento, Italy
[5] Univ Tubingen, Dept Neuroradiol, Tubingen, Germany
基金
中国国家自然科学基金;
关键词
Delirium prediction; TMS-EEG; Stroke; Perturbational complexity index; Natural frequency; FUNCTIONAL CONNECTIVITY; TMS-EEG; BRAIN; STROKE; OSCILLATIONS; ASSOCIATION; HYPOTHESIS; BREAKDOWN; NETWORKS; NEGLECT;
D O I
10.1016/j.clinph.2022.11.017
中图分类号
R74 [神经病学与精神病学];
学科分类号
摘要
Objective: Post-stroke delirium (PSD) is a frequent and with regard to outcome unfavorable complication in acute stroke. The neurobiological mechanisms predisposing to PSD remain poorly understood, and biomarkers predicting its risk have not been established. We tested the hypothesis that hypoexcitable or disconnected brain networks predispose to PSD by measuring brain reactivity to transcranial magnetic stimulation with electroencephalography (TMS-EEG). Methods: We conducted a cross-sectional study in 33 acute stroke patients within 48 hours of stroke onset. Brain reactivity to single-pulse TMS of dorsolateral prefrontal cortex, primary motor cortex and superior parietal lobule of the right hemisphere was quantified by response intensity, effective connec-tivity, perturbational complexity index (PCIST), and natural frequency of the TMS-EEG response. PSD development was clinically tracked every 8 hours before and for 7 days following TMS-EEG. Results: Fourteen patients developed PSD while 19 patients did not. The PSD group showed lower excitability, effective connectivity, PCIST and natural frequency compared to the non-PSD group. The max-imum PCIST over all three TMS sites demonstrated largest classification accuracy with a ROC-AUC of 0.943. This effect was independent of lesion size, affected hemisphere and stroke severity. Maximum PCIST and maximum natural frequency correlated inversely with delirium duration. Conclusions: Brain reactivity to TMS-EEG can unravel brain network states of reduced excitability, effec-tive connectivity, perturbational complexity and natural frequency that identify acute stroke patients at high risk for development of delirium. Significance: Findings provide novel insight into the pathophysiology of pre-delirium brain states and may promote effective delirium prevention strategies in those patients at high risk. (c) 2022 International Federation of Clinical Neurophysiology. Published by Elsevier B.V. This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/).
引用
收藏
页码:97 / 108
页数:12
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