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Research ArticleBrain

Usefulness of Quantitative Susceptibility Mapping for the Diagnosis of Parkinson Disease

Y. Murakami, S. Kakeda, K. Watanabe, I. Ueda, A. Ogasawara, J. Moriya, S. Ide, K. Futatsuya, T. Sato, K. Okada, T. Uozumi, S. Tsuji, T. Liu, Y. Wang and Y. Korogi
American Journal of Neuroradiology June 2015, 36 (6) 1102-1108; DOI: https://doi.org/10.3174/ajnr.A4260
Y. Murakami
aFrom the Departments of Radiology (Y.M., S.K., K.W., I.U., A.O., J.M., S.I., K.F., T.S., Y.K.)
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S. Kakeda
aFrom the Departments of Radiology (Y.M., S.K., K.W., I.U., A.O., J.M., S.I., K.F., T.S., Y.K.)
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K. Watanabe
aFrom the Departments of Radiology (Y.M., S.K., K.W., I.U., A.O., J.M., S.I., K.F., T.S., Y.K.)
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I. Ueda
aFrom the Departments of Radiology (Y.M., S.K., K.W., I.U., A.O., J.M., S.I., K.F., T.S., Y.K.)
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A. Ogasawara
aFrom the Departments of Radiology (Y.M., S.K., K.W., I.U., A.O., J.M., S.I., K.F., T.S., Y.K.)
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J. Moriya
aFrom the Departments of Radiology (Y.M., S.K., K.W., I.U., A.O., J.M., S.I., K.F., T.S., Y.K.)
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S. Ide
aFrom the Departments of Radiology (Y.M., S.K., K.W., I.U., A.O., J.M., S.I., K.F., T.S., Y.K.)
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K. Futatsuya
aFrom the Departments of Radiology (Y.M., S.K., K.W., I.U., A.O., J.M., S.I., K.F., T.S., Y.K.)
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T. Sato
aFrom the Departments of Radiology (Y.M., S.K., K.W., I.U., A.O., J.M., S.I., K.F., T.S., Y.K.)
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K. Okada
bNeurology (K.O., T.U., S.T.), University of Occupational and Environmental Health, School of Medicine, Kitakyushu, Japan
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T. Uozumi
bNeurology (K.O., T.U., S.T.), University of Occupational and Environmental Health, School of Medicine, Kitakyushu, Japan
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S. Tsuji
bNeurology (K.O., T.U., S.T.), University of Occupational and Environmental Health, School of Medicine, Kitakyushu, Japan
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T. Liu
cDepartments of Biomedical Engineering and Radiology (T.L., Y.W.), Cornell University, New York, New York.
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Y. Wang
cDepartments of Biomedical Engineering and Radiology (T.L., Y.W.), Cornell University, New York, New York.
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Y. Korogi
aFrom the Departments of Radiology (Y.M., S.K., K.W., I.U., A.O., J.M., S.I., K.F., T.S., Y.K.)
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Abstract

BACKGROUND AND PURPOSE: Quantitative susceptibility mapping allows overcoming several nonlocal restrictions of susceptibility-weighted and phase imaging and enables quantification of magnetic susceptibility. We compared the diagnostic accuracy of quantitative susceptibility mapping and R2* (1/T2*) mapping to discriminate between patients with Parkinson disease and controls.

MATERIALS AND METHODS: For 21 patients with Parkinson disease and 21 age- and sex-matched controls, 2 radiologists measured the quantitative susceptibility mapping values and R2* values in 6 brain structures (the thalamus, putamen, caudate nucleus, pallidum, substantia nigra, and red nucleus).

RESULTS: The quantitative susceptibility mapping values and R2* values of the substantia nigra were significantly higher in patients with Parkinson disease (P < .01); measurements in other brain regions did not differ significantly between patients and controls. For the discrimination of patients with Parkinson disease from controls, receiver operating characteristic analysis suggested that the optimal cutoff values for the substantia nigra, based on the Youden Index, were >0.210 for quantitative susceptibility mapping and >28.8 for R2*. The sensitivity, specificity, and accuracy of quantitative susceptibility mapping were 90% (19 of 21), 86% (18 of 21), and 88% (37 of 42), respectively; for R2* mapping, they were 81% (17 of 21), 52% (11 of 21), and 67% (28 of 42). Pair-wise comparisons showed that the areas under the receiver operating characteristic curves were significantly larger for quantitative susceptibility mapping than for R2* mapping (0.91 versus 0.69, P < .05).

CONCLUSIONS: Quantitative susceptibility mapping showed higher diagnostic performance than R2* mapping for the discrimination between patients with Parkinson disease and controls.

ABBREVIATIONS:

Az
area under the receiver operating characteristic curve
PD
Parkinson disease
QSM
quantitative susceptibility mapping
ROC
receiver operating characteristic
  • © 2015 by American Journal of Neuroradiology
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American Journal of Neuroradiology: 36 (6)
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Cite this article
Y. Murakami, S. Kakeda, K. Watanabe, I. Ueda, A. Ogasawara, J. Moriya, S. Ide, K. Futatsuya, T. Sato, K. Okada, T. Uozumi, S. Tsuji, T. Liu, Y. Wang, Y. Korogi
Usefulness of Quantitative Susceptibility Mapping for the Diagnosis of Parkinson Disease
American Journal of Neuroradiology Jun 2015, 36 (6) 1102-1108; DOI: 10.3174/ajnr.A4260

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Usefulness of Quantitative Susceptibility Mapping for the Diagnosis of Parkinson Disease
Y. Murakami, S. Kakeda, K. Watanabe, I. Ueda, A. Ogasawara, J. Moriya, S. Ide, K. Futatsuya, T. Sato, K. Okada, T. Uozumi, S. Tsuji, T. Liu, Y. Wang, Y. Korogi
American Journal of Neuroradiology Jun 2015, 36 (6) 1102-1108; DOI: 10.3174/ajnr.A4260
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