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各向异性分数是帕金森病伴认知功能障碍患者的一种比平均峰度更敏感的诊断生物标志物:基于弥散峰度图的束流空间统计学研究。

Fractional Anisotropy is a More Sensitive Diagnostic Biomarker Than Mean Kurtosis for Patients with Parkinson Disease with Cognitive Dysfunction: A Diffusional Kurtosis Map Tract-Based Spatial Statistics Study.

机构信息

From the Department of Radiology (B.G., M.Q., Y.J., W.l., M.W., C.Y., Y.M), The First Affiliated Hospital of Dalian Medical University, Dalian, China.

Department of Neurology (C.P.), The First Affiliated Hospital of Dalian Medical University, Dalian, China.

出版信息

AJNR Am J Neuroradiol. 2024 Aug 9;45(8):1098-1105. doi: 10.3174/ajnr.A8297.

Abstract

BACKGROUND AND PURPOSE

There is heterogeneity of white matter damage in Parkinson's disease patients with different cognitive states. Our aim was to find sensitive diffusional kurtosis imaging biomarkers to differentiate the white matter damage pattern of mild cognitive impairment and dementia.

MATERIALS AND METHODS

Nineteen patients with Parkinson disease with mild cognitive impairment and 18 patients with Parkinson disease with dementia were prospectively enrolled. All participants underwent MR examination with 3D-T1-weighted image and diffusional kurtosis imaging sequences. Demographic data were compared between the 2 groups. Voxelwise statistical analyses of diffusional kurtosis imaging parameters were performed using tract-based spatial statistics. The receiver operator characteristic curve of significantly different metrics was graphed. The correlation of significantly different metrics with global cognitive status was analyzed.

RESULTS

Compared with the Parkinson disease with mild cognitive impairment group, the fractional anisotropy and mean kurtosis values decreased in 4 independent clusters in the forceps minor, forceps major, inferior fronto-occipital fasciculus, and the inferior and superior longitudinal fasciculus in patients with Parkinson disease with dementia; the mean diffusivity decreased in 1 cluster in the forceps minor. The fractional anisotropy value in the inferior fronto-occipital fasciculus and inferior longitudinal fasciculus would be the diffusional kurtosis imaging marker for the differential diagnosis of Parkinson disease with mild cognitive impairment and patients with Parkinson disease with dementia, with the best diagnostic efficiency of 0.853. The fractional anisotropy values in the forceps minor (β = 84.20, < .001) and years of education (β = 0.38, = .014) were positively correlated with the Montreal Cognitive Assessment.

CONCLUSIONS

The diffusional kurtosis imaging-derived fractional anisotropy and mean kurtosis can detect the different white matter damage patterns of Parkinson disease with mild cognitive impairment and Parkinson disease with dementia. Fractional anisotropy is more sensitive than mean kurtosis in the differential diagnosis; fractional anisotropy derived from diffusional kurtosis imaging could become a promising imaging marker for the differential diagnosis of Parkinson disease with mild cognitive impairment and Parkinson disease with dementia.

摘要

背景与目的

不同认知状态的帕金森病患者的白质损伤存在异质性。我们的目的是寻找敏感的弥散峰度成像生物标志物来区分轻度认知障碍和痴呆的白质损伤模式。

材料与方法

前瞻性纳入 19 例帕金森病伴轻度认知障碍患者和 18 例帕金森病伴痴呆患者。所有患者均行 3D-T1 加权成像和弥散峰度成像序列磁共振检查。比较两组间的人口统计学数据。采用基于束的空间统计学对弥散峰度成像参数进行体素水平统计分析。绘制有显著差异的指标的受试者工作特征曲线。分析显著差异指标与整体认知状态的相关性。

结果

与帕金森病伴轻度认知障碍组相比,帕金森病伴痴呆组患者的小内囊脚、大内囊脚、下额枕束和下纵束及上纵束的 4 个独立簇的各向异性分数和平均峰度值降低,小内囊脚的各向同性弥散值降低。下额枕束和下纵束的各向异性分数值可能成为帕金森病伴轻度认知障碍和帕金森病伴痴呆的鉴别诊断的弥散峰度成像标志物,其诊断效率最佳为 0.853。小内囊脚的各向异性分数值(β=84.20,<0.001)和受教育年限(β=0.38,=0.014)与蒙特利尔认知评估呈正相关。

结论

基于弥散峰度成像的各向异性分数和平均峰度值可以检测帕金森病伴轻度认知障碍和帕金森病伴痴呆的不同白质损伤模式。各向异性分数在鉴别诊断中比平均峰度更敏感;基于弥散峰度成像的各向异性分数可能成为帕金森病伴轻度认知障碍和帕金森病伴痴呆的鉴别诊断的有前途的影像学标志物。

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