Rui Zhu, Junyu Qu, Yongsheng Wu, Guihua Xu, Dawei Wang
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And the relationship between the altered DKI parameters and neuropsychological evaluation was analyzed. Finally, a receiver operating characteristic (ROC) curve was used to evaluate the diagnostic performance of different gray matter and white matter parameters.</p><p><strong>Results: </strong>Compared with the HCs, NIID patients showed reduced mean kurtosis (MK), radial kurtosis (RK), axial kurtosis (AK), and kurtosis fractional anisotropy (KFA) values in deep gray matter regions. Significantly decreased MK, RK, AK, KFA and fractional anisotropy (FA), and increased mean diffusivity (MD) values were observed in extensive white matter fiber tracts. Notable alterations in functional connectivity were also detected. Among all DKI parameters, the diagnostic efficiency of AK in GM and FA in WM regions was the highest.</p><p><strong>Conclusion: </strong>Adult-onset NIID patients exhibited altered microstructure and functional network connectivity. 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引用次数: 0
摘要
目的:神经元核内包涵体病(NIID)是一种罕见的神经退行性疾病,缺乏可靠的神经影像学生物标志物。本研究旨在利用弥散峰度成像(DKI)和静息态 fMRI(rs-fMRI)评估微结构和功能连接的改变,并研究其作为生物标记物的诊断潜力:方法:招募 23 名 NIID 患者和 40 名匹配的健康对照组(HCs)。首先,通过基于体素的分析(VBA)和基于道的空间统计(TBSS)评估灰质(GM)和白质(WM)的变化。然后,我们通过独立成分分析探讨了大脑功能网络连接的变化。我们还分析了DKI参数的改变与神经心理评估之间的关系。最后,我们利用接收者操作特征曲线(ROC)评估了不同灰质和白质参数的诊断性能:结果:与普通人相比,NIID 患者的灰质深部的平均峰度(MK)、径向峰度(RK)、轴向峰度(AK)和峰度分数各向异性(KFA)值均有所降低。在广泛的白质纤维束中观察到 MK、RK、AK、KFA 和分数各向异性(FA)值显著降低,而平均扩散率(MD)值增加。此外,还发现功能连接发生了显著变化。在所有 DKI 参数中,GM 中的 AK 和 WM 区域中的 FA 的诊断效率最高:结论:成年 NIID 患者表现出微观结构和功能网络连通性的改变。我们的研究结果表明,DKI参数可作为诊断成人型NIID的潜在影像生物标志物。
Diffusion and functional MRI reveal microstructural and network connectivity impairment in adult-onset neuronal intranuclear inclusion disease.
Objectives: Neuronal intranuclear inclusion disease (NIID) is a rare neurodegenerative disorder lacking reliable neuroimaging biomarkers. This study aimed to evaluate microstructural and functional connectivity alterations using diffusion kurtosis imaging (DKI) and resting-state fMRI (rs-fMRI), and to investigate their diagnostic potential as biomarkers.
Methods: Twenty-three patients with NIID and 40 matched healthy controls (HCs) were recruited. Firstly, gray matter (GM) and white matter (WM) changes were assessed by voxel-based analysis (VBA) and tract-based spatial statistics (TBSS). Then we explored modifications in brain functional networks connectivity by independent component analysis. And the relationship between the altered DKI parameters and neuropsychological evaluation was analyzed. Finally, a receiver operating characteristic (ROC) curve was used to evaluate the diagnostic performance of different gray matter and white matter parameters.
Results: Compared with the HCs, NIID patients showed reduced mean kurtosis (MK), radial kurtosis (RK), axial kurtosis (AK), and kurtosis fractional anisotropy (KFA) values in deep gray matter regions. Significantly decreased MK, RK, AK, KFA and fractional anisotropy (FA), and increased mean diffusivity (MD) values were observed in extensive white matter fiber tracts. Notable alterations in functional connectivity were also detected. Among all DKI parameters, the diagnostic efficiency of AK in GM and FA in WM regions was the highest.
Conclusion: Adult-onset NIID patients exhibited altered microstructure and functional network connectivity. Our findings suggest that DKI parameters may serve as potential imaging biomarkers for diagnosing adult-onset NIID.
期刊介绍:
Frontiers in Aging Neuroscience is a leading journal in its field, publishing rigorously peer-reviewed research that advances our understanding of the mechanisms of Central Nervous System aging and age-related neural diseases. Specialty Chief Editor Thomas Wisniewski at the New York University School of Medicine is supported by an outstanding Editorial Board of international researchers. This multidisciplinary open-access journal is at the forefront of disseminating and communicating scientific knowledge and impactful discoveries to researchers, academics, clinicians and the public worldwide.