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轻微肝性脑病中动态自发神经活动的改变

Altered dynamic spontaneous neural activity in minimal hepatic encephalopathy.

作者信息

Guo Jie-Ru, Shi Jia-Yan, Dong Qiu-Yi, Cao Yun-Bin, Li Dan, Chen Hua-Jun

机构信息

Department of Gastroenterology, Fujian Medical University Union Hospital, Fuzhou, China.

Department of Radiology, Fujian Medical University Union Hospital, Fuzhou, China.

出版信息

Front Neurol. 2022 Aug 19;13:963551. doi: 10.3389/fneur.2022.963551. eCollection 2022.

Abstract

BACKGROUND AND AIMS

Abnormal regional neural activity has been identified by the analysis of the static amplitude of low-frequency fluctuation (ALFF) in the setting of minimal hepatic encephalopathy (MHE). Brain activity is highly dynamic. This work sought to evaluate the temporal variability of ALFF to reveal MHE-related alterations in the dynamics of spontaneous neural activity.

METHODS

A total of 29 healthy controls and 49 patients with cirrhosis [including 20 patients with MHE and 29 patients without MHE (NHE)] who underwent resting-state functional magnetic resonance imaging and Psychometric Hepatic Encephalopathy Score (PHES) examination were enrolled in this investigation. Utilizing a sliding-window approach, we calculated the dynamic ALFF (dALFF) variability to reflect the temporal dynamics of regional neural activity. An analysis of the correlation between dALFF variability and PHES was performed, and receiver operating characteristic (ROC) curve analysis to determine the potential of the dALFF variability index in identifying MHE was completed.

RESULTS

The dALFF variability in the bilateral precuneus/posterior cingulate gyrus and left middle frontal gyrus progressively decreased from NHE to MHE group. In cirrhotic patients, the value of dALFF variability in the bilateral precuneus/posterior cingulate gyrus was positively correlated with their neurocognitive performance ( = 0.383 and = 0.007). The index of dALFF variability in the bilateral precuneus/posterior cingulate gyrus could be used to distinguish NHE and MHE patients, with moderate power (area under the ROC curve = 0.712 and = 0.012).

CONCLUSION

Our findings highlight the existence of aberrant dynamic brain function in MHE, which could underlie the neural basis of cognitive impairments and could be associated with the development of the disease. Analyzing dALFF could facilitate new biomarker identification for MHE.

摘要

背景与目的

在轻微肝性脑病(MHE)患者中,通过低频振幅(ALFF)分析已发现区域神经活动异常。大脑活动具有高度动态性。本研究旨在评估ALFF的时间变异性,以揭示与MHE相关的自发神经活动动力学改变。

方法

本研究纳入了29名健康对照者和49名肝硬化患者[包括20名MHE患者和29名非MHE(NHE)患者],这些患者均接受了静息态功能磁共振成像和心理测量肝性脑病评分(PHES)检查。采用滑动窗口方法,计算动态ALFF(dALFF)变异性以反映区域神经活动的时间动态变化。对dALFF变异性与PHES之间的相关性进行分析,并完成受试者工作特征(ROC)曲线分析,以确定dALFF变异性指数在识别MHE方面的潜力。

结果

从NHE组到MHE组,双侧楔前叶/后扣带回和左侧额中回的dALFF变异性逐渐降低。在肝硬化患者中,双侧楔前叶/后扣带回的dALFF变异性值与他们的神经认知表现呈正相关(r = 0.383,P = 0.007)。双侧楔前叶/后扣带回的dALFF变异性指数可用于区分NHE和MHE患者,具有中等效能(ROC曲线下面积 = 0.712,P = 0.012)。

结论

我们的研究结果突出了MHE中异常动态脑功能的存在,这可能是认知障碍的神经基础,并可能与疾病的发展相关。分析dALFF有助于识别MHE的新生物标志物。

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