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Research ArticleNeuroimaging Physics/Functional Neuroimaging/CT and MRI Technology

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

Bingbing Gao, Mingrui Qu, Yuhan Jiang, Wanyao Li, Man Wang, Chenhui Pei, Dandan Zheng, Chao Yang and Yanwei Miao
American Journal of Neuroradiology August 2024, 45 (8) 1098-1105; DOI: https://doi.org/10.3174/ajnr.A8297
Bingbing Gao
aFrom 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
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Mingrui Qu
aFrom 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
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Yuhan Jiang
aFrom 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
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Wanyao Li
aFrom 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
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Man Wang
aFrom 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
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Chenhui Pei
bDepartment of Neurology (C.P.), The First Affiliated Hospital of Dalian Medical University, Dalian, China
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Dandan Zheng
cPhilips Healthcare, Clinical &Technique Support (D.Z.), Beijing, China
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Chao Yang
aFrom 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
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Yanwei Miao
aFrom 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
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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, P < .001) and years of education (β = 0.38, P = .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.

ABBREVIATIONS:

AUC
area under the curve
DKI
diffusional kurtosis imaging
FA
fractional anisotropy
H-Y stage
Hoehn-Yahr stage
JHU
Johns Hopkins University
MD
mean diffusivity
MK
mean kurtosis
MMSE
Mini-Mental State Examination
MoCA
Montreal Cognitive Assessment
PD
Parkinson disease
PD-MCI
Parkinson disease with mild cognitive impairment
PDD
Parkinson disease with dementia
ROC
receiver operating characteristic
TFCE
threshold-free cluster enhancement
  • © 2024 by American Journal of Neuroradiology
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American Journal of Neuroradiology: 45 (8)
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Vol. 45, Issue 8
1 Aug 2024
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Cite this article
Bingbing Gao, Mingrui Qu, Yuhan Jiang, Wanyao Li, Man Wang, Chenhui Pei, Dandan Zheng, Chao Yang, Yanwei Miao
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
American Journal of Neuroradiology Aug 2024, 45 (8) 1098-1105; DOI: 10.3174/ajnr.A8297

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FA vs. Mean Kurtosis in Parkinson Disease
Bingbing Gao, Mingrui Qu, Yuhan Jiang, Wanyao Li, Man Wang, Chenhui Pei, Dandan Zheng, Chao Yang, Yanwei Miao
American Journal of Neuroradiology Aug 2024, 45 (8) 1098-1105; DOI: 10.3174/ajnr.A8297
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