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用MRI评估终末期肾病中动态脑活动和神经血管耦合的紊乱情况。

Disturbed Dynamic Brain Activity and Neurovascular Coupling in End-Stage Renal Disease Assessed With MRI.

作者信息

Jiang Yuhan, Du Wei, Li Yuan, Gao Bingbing, Liu Na, Song Qingwei, Wang Nan, Wu Jianlin, Miao Yanwei

机构信息

Department of Radiology, Zhongshan Hospital Affiliated to Dalian University, Dalian, China.

Department of Radiology, The First Affiliated Hospital of Dalian Medical University, Dalian, China.

出版信息

J Magn Reson Imaging. 2025 Apr;61(4):1831-1844. doi: 10.1002/jmri.29597. Epub 2024 Sep 4.

Abstract

BACKGROUND

Pathophysiological mechanisms underlying cognitive impairment in end-stage renal disease (ESRD) remain unclear, with limited studies on the temporal variability of neural activity and its coupling with regional perfusion.

PURPOSE

To assess neural activity and neurovascular coupling (NVC) in ESRD patients, evaluate the classification performance of these abnormalities, and explore their relationships with cognitive function.

STUDY TYPE

Prospective.

POPULATION

Exactly 33 ESRD patients and 35 age, sex, and education matched healthy controls (HCs).

FIELD STRENGTH/SEQUENCE: The 3.0T/3D pseudo-continuous arterial spin labeling, resting-state functional MRI, and 3D-T1 weighted structural imaging.

ASSESSMENT

Dynamic (dfALFF) and static (sfALFF) fractional amplitude of low-frequency fluctuations and cerebral blood flow (CBF) were assessed. CBF-fALFF correlation coefficients and CBF/fALFF ratio were determined for ESRD patients and HCs. Their ability to distinguish ESRD patients from HCs was evaluated, alongside assessment of cerebral small vessel disease (CSVD) MRI features. All participants underwent blood biochemical and neuropsychological tests to evaluate cognitive decline.

STATISTICAL TESTS

Chi-squared test, two-sample t-test, Mann-Whitney U tests, covariance analysis, partial correlation analysis, family-wise error, false discovery rate, Bonferroni correction, area under the receiver operating characteristic curve (AUC) and multivariate pattern analysis. P < 0.05 denoted statistical significance.

RESULTS

ESRD patients exhibited higher dfALFF in triangular part of left inferior frontal gyrus (IFGtriang) and left middle temporal gyrus, lower CBF/dfALFF ratio in multiple brain regions, and decreased CBF/sfALFF ratio in bilateral superior temporal gyrus (STG). Compared with CBF/sfALFF ratio, dfALFF, and sfALFF, CBF/dfALFF ratio (AUC = 0.916) achieved the most powerful classification performance in distinguishing ESRD patients from HCs. In ESRD patients, decreased CBF/fALFF ratio correlated with more severe renal impairment, increased CSVD burden, and cognitive decline (0.4 < |r| < 0.6).

DATA CONCLUSION

ESRD patients exhibited abnormal dynamic brain activity and impaired NVC, with dynamic features demonstrating superior discriminative capacity and CBF/dfALFF ratio showing powerful classification performance.

LEVEL OF EVIDENCE

1 TECHNICAL EFFICACY: Stage 1.

摘要

背景

终末期肾病(ESRD)患者认知障碍的病理生理机制仍不清楚,关于神经活动的时间变异性及其与局部灌注的耦合的研究有限。

目的

评估ESRD患者的神经活动和神经血管耦合(NVC),评估这些异常的分类性能,并探讨它们与认知功能的关系。

研究类型

前瞻性研究。

研究对象

共33例ESRD患者和35例年龄、性别和教育程度相匹配的健康对照者(HCs)。

场强/序列:3.0T/3D伪连续动脉自旋标记、静息态功能磁共振成像和3D-T1加权结构成像。

评估。

评估

评估动态低频波动分数幅值(dfALFF)和静态低频波动分数幅值(sfALFF)以及脑血流量(CBF)。测定ESRD患者和HCs的CBF-fALFF相关系数和CBF/fALFF比值。评估它们区分ESRD患者和HCs的能力,同时评估脑小血管疾病(CSVD)的MRI特征。所有参与者均接受血液生化和神经心理学测试以评估认知功能下降情况。

统计检验

卡方检验、两样本t检验、曼-惠特尼U检验、协方差分析、偏相关分析、家族性错误率、错误发现率、Bonferroni校正、受试者操作特征曲线下面积(AUC)和多变量模式分析。P < 0.05表示具有统计学意义。

结果

ESRD患者左侧额下回三角部(IFGtriang)和左侧颞中回的dfALFF较高,多个脑区的CBF/dfALFF比值较低,双侧颞上回(STG)的CBF/sfALFF比值降低。与CBF/sfALFF比值、dfALFF和sfALFF相比,CBF/dfALFF比值(AUC = 0.916)在区分ESRD患者和HCs方面具有最强的分类性能。在ESRD患者中,CBF/fALFF比值降低与更严重的肾功能损害、CSVD负担增加和认知功能下降相关(0.4 < |r| < 0.6)。

数据结论

ESRD患者表现出异常的动态脑活动和受损的NVC,动态特征显示出更好的辨别能力,CBF/dfALFF比值显示出强大的分类性能。

证据水平

1 技术效能:1级

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