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

IF 3.3 2区 医学 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Journal of Magnetic Resonance Imaging Pub Date : 2024-09-04 DOI:10.1002/jmri.29597
Yuhan Jiang, Wei Du, Yuan Li, Bingbing Gao, Na Liu, Qingwei Song, Nan Wang, Jianlin Wu, Yanwei Miao
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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.

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用核磁共振成像评估终末期肾病患者紊乱的动态脑活动和神经血管耦合。
背景:目的:评估终末期肾病(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:正是 33 名 ESRD 患者和 35 名年龄、性别和教育程度相匹配的健康对照组(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:评估低频波动的动态(dfALFF)和静态(sfALFF)分数振幅以及脑血流(CBF)。确定了 ESRD 患者和 HC 的 CBF-fALFF 相关系数和 CBF/fALFF 比值。在评估脑小血管疾病(CSVD)磁共振成像特征的同时,还评估了它们区分 ESRD 患者和 HC 的能力。所有参与者都接受了血液生化和神经心理学测试,以评估认知能力下降情况:统计测试:卡方检验、双样本 t 检验、曼-惠特尼 U 检验、协方差分析、偏相关分析、家族性误差、误诊率、Bonferroni 校正、接收者操作特征曲线下面积(AUC)和多变量模式分析。P 结果ESRD患者左侧额叶下回(IFGtriang)三角形部分和左侧颞中回的dfALFF较高,多个脑区的CBF/dfALFF比值较低,双侧颞上回(STG)的CBF/sfALFF比值下降。与CBF/sfALFF比值、dfALFF和sfALFF相比,CBF/dfALFF比值(AUC = 0.916)在区分ESRD患者和HC方面的分类性能最强。在 ESRD 患者中,CBF/fALFF 比值的降低与更严重的肾功能损伤、CSVD 负担加重和认知能力下降相关(0.4 数据结论:ESRD患者表现出异常的动态脑活动和受损的NVC,动态特征显示出卓越的鉴别能力,CBF/dfALFF比值显示出强大的分类性能:1 技术效率:第 1 阶段。
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来源期刊
CiteScore
9.70
自引率
6.80%
发文量
494
审稿时长
2 months
期刊介绍: The Journal of Magnetic Resonance Imaging (JMRI) is an international journal devoted to the timely publication of basic and clinical research, educational and review articles, and other information related to the diagnostic applications of magnetic resonance.
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