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Research ArticleAdult Brain
Open Access

Quantitative MRI of Perivascular Spaces at 3T for Early Diagnosis of Mild Cognitive Impairment

M. Niazi, M. Karaman, S. Das, X.J. Zhou, P. Yushkevich and K. Cai
American Journal of Neuroradiology September 2018, 39 (9) 1622-1628; DOI: https://doi.org/10.3174/ajnr.A5734
M. Niazi
aFrom the Department of Radiology (M.N., X.J.Z., K.C.)
cChicago College of Osteopathic Medicine (M.N.), Midwestern University, Downers Grove, Illinois
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M. Karaman
bCenter for MR Research (M.K., X.J.Z., K.C.), College of Medicine, University of Illinois at Chicago, Chicago, Illinois
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S. Das
dDepartment of Radiology (S.D., P.Y.), School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania.
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X.J. Zhou
aFrom the Department of Radiology (M.N., X.J.Z., K.C.)
bCenter for MR Research (M.K., X.J.Z., K.C.), College of Medicine, University of Illinois at Chicago, Chicago, Illinois
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P. Yushkevich
dDepartment of Radiology (S.D., P.Y.), School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania.
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K. Cai
aFrom the Department of Radiology (M.N., X.J.Z., K.C.)
bCenter for MR Research (M.K., X.J.Z., K.C.), College of Medicine, University of Illinois at Chicago, Chicago, Illinois
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Abstract

BACKGROUND AND PURPOSE: The limitations inherent in the current methods of diagnosing mild cognitive impairment have constrained the use of early therapeutic interventions to delay the progression of mild cognitive impairment to dementia. This study evaluated whether quantifying enlarged perivascular spaces observed on MR imaging can help differentiate those with mild cognitive impairment from cognitively healthy controls and, thus, have an application in the diagnosis of mild cognitive impairment.

MATERIALS AND METHODS: We automated the identification of enlarged perivascular spaces in brain MR Images using a custom quantitative program designed with Matlab. We then quantified the densities of enlarged perivascular spaces for patients with mild cognitive impairment (n = 14) and age-matched cognitively healthy controls (n = 15) and compared them to determine whether the density of enlarged perivascular spaces can serve as an imaging surrogate for mild cognitive impairment diagnosis.

RESULTS: Quantified as a percentage of volume fraction (v/v%), densities of enlarged perivascular spaces were calculated to be 2.82 ± 0.40 v/v% for controls and 4.17 ± 0.57 v/v% for the mild cognitive impairment group in the subcortical brain (P < .001), and 2.74 ± 0.57 v/v% for the controls and 3.90 ± 0.62 v/v% for the mild cognitive impairment cohort in the basal ganglia (P < .001). Maximum intensity projections exhibited a visually conspicuous difference in the distributions of enlarged perivascular spaces for a patient with mild cognitive impairment and a control patient. By means of receiver operating characteristic curve analysis, we determined the sensitivity and specificity of using enlarged perivascular spaces as a differentiating biomarker between mild cognitive impairment and controls to be 92.86% and 93.33%, respectively.

CONCLUSIONS: The density of enlarged perivascular spaces was found to be significantly higher in those with mild cognitive impairment compared with age-matched healthy control subjects. The density of enlarged perivascular spaces, therefore, may be a useful imaging biomarker for the diagnosis of mild cognitive impairment.

ABBREVIATIONS:

AD
Alzheimer disease
aMCI
amnestic mild cognitive impairment
EPVS
enlarged perivascular spaces
MCI
mild cognitive impairment
PVS
perivascular spaces
v/v %
percentage of volume fraction
  • © 2018 by American Journal of Neuroradiology

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American Journal of Neuroradiology: 39 (9)
American Journal of Neuroradiology
Vol. 39, Issue 9
1 Sep 2018
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Cite this article
M. Niazi, M. Karaman, S. Das, X.J. Zhou, P. Yushkevich, K. Cai
Quantitative MRI of Perivascular Spaces at 3T for Early Diagnosis of Mild Cognitive Impairment
American Journal of Neuroradiology Sep 2018, 39 (9) 1622-1628; DOI: 10.3174/ajnr.A5734

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Quantitative MRI of Perivascular Spaces at 3T for Early Diagnosis of Mild Cognitive Impairment
M. Niazi, M. Karaman, S. Das, X.J. Zhou, P. Yushkevich, K. Cai
American Journal of Neuroradiology Sep 2018, 39 (9) 1622-1628; DOI: 10.3174/ajnr.A5734
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