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Research ArticleAdult Brain
Open Access

Comparative Study of MRI Biomarkers in the Substantia Nigra to Discriminate Idiopathic Parkinson Disease

N. Pyatigorskaya, B. Magnin, M. Mongin, L. Yahia-Cherif, R. Valabregue, D. Arnaldi, C. Ewenczyk, C. Poupon, M. Vidailhet and S. Lehéricy
American Journal of Neuroradiology August 2018, 39 (8) 1460-1467; DOI: https://doi.org/10.3174/ajnr.A5702
N. Pyatigorskaya
aFrom the Institut du Cerveau et de la Moelle épinière (N.P., B.M., M.M., L.Y.-C., R.V., D.A., M.V., S.L.), Centre de NeuroImagerie de Recherche, Paris, France
bUMR S 1127, CNRS UMR 7225 (N.P., B.M., M.M., L.Y.-C., M.V., S.L.), Sorbonne University, Paris, France
cService de neuroradiologie (N.P., B.M., S.L.)
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B. Magnin
aFrom the Institut du Cerveau et de la Moelle épinière (N.P., B.M., M.M., L.Y.-C., R.V., D.A., M.V., S.L.), Centre de NeuroImagerie de Recherche, Paris, France
bUMR S 1127, CNRS UMR 7225 (N.P., B.M., M.M., L.Y.-C., M.V., S.L.), Sorbonne University, Paris, France
cService de neuroradiologie (N.P., B.M., S.L.)
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M. Mongin
aFrom the Institut du Cerveau et de la Moelle épinière (N.P., B.M., M.M., L.Y.-C., R.V., D.A., M.V., S.L.), Centre de NeuroImagerie de Recherche, Paris, France
bUMR S 1127, CNRS UMR 7225 (N.P., B.M., M.M., L.Y.-C., M.V., S.L.), Sorbonne University, Paris, France
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L. Yahia-Cherif
aFrom the Institut du Cerveau et de la Moelle épinière (N.P., B.M., M.M., L.Y.-C., R.V., D.A., M.V., S.L.), Centre de NeuroImagerie de Recherche, Paris, France
bUMR S 1127, CNRS UMR 7225 (N.P., B.M., M.M., L.Y.-C., M.V., S.L.), Sorbonne University, Paris, France
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R. Valabregue
aFrom the Institut du Cerveau et de la Moelle épinière (N.P., B.M., M.M., L.Y.-C., R.V., D.A., M.V., S.L.), Centre de NeuroImagerie de Recherche, Paris, France
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D. Arnaldi
aFrom the Institut du Cerveau et de la Moelle épinière (N.P., B.M., M.M., L.Y.-C., R.V., D.A., M.V., S.L.), Centre de NeuroImagerie de Recherche, Paris, France
eClinical Neurology (D.A.), Department of Neuroscience, University of Genoa, Genoa, Italy
gCentre d'Investigation Clinique (D.A., M.V.), Hôpital Pitié-Salpêtrière, Paris, France.
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C. Ewenczyk
dDépartement des Maladies du Système Nerveux (C.E., M.V.), Clinique des mouvements anormaux, Assistance Publique Hôpitaux de Paris, Hôpital Pitié-Salpêtrière, Paris, France
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C. Poupon
fNeuroSpin (C.P.), Commissariat à l'Energie Atomique, Gif-Sur-Yvette, France
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M. Vidailhet
aFrom the Institut du Cerveau et de la Moelle épinière (N.P., B.M., M.M., L.Y.-C., R.V., D.A., M.V., S.L.), Centre de NeuroImagerie de Recherche, Paris, France
bUMR S 1127, CNRS UMR 7225 (N.P., B.M., M.M., L.Y.-C., M.V., S.L.), Sorbonne University, Paris, France
dDépartement des Maladies du Système Nerveux (C.E., M.V.), Clinique des mouvements anormaux, Assistance Publique Hôpitaux de Paris, Hôpital Pitié-Salpêtrière, Paris, France
gCentre d'Investigation Clinique (D.A., M.V.), Hôpital Pitié-Salpêtrière, Paris, France.
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S. Lehéricy
aFrom the Institut du Cerveau et de la Moelle épinière (N.P., B.M., M.M., L.Y.-C., R.V., D.A., M.V., S.L.), Centre de NeuroImagerie de Recherche, Paris, France
bUMR S 1127, CNRS UMR 7225 (N.P., B.M., M.M., L.Y.-C., M.V., S.L.), Sorbonne University, Paris, France
cService de neuroradiologie (N.P., B.M., S.L.)
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Abstract

BACKGROUND AND PURPOSE: Several new MR imaging techniques have shown promising results in patients with Parkinson disease; however, the comparative diagnostic values of these measures at the individual level remain unclear. Our aim was to compare the diagnostic value of MR imaging biomarkers of substantia nigra damage for distinguishing patients with Parkinson disease from healthy volunteers.

MATERIALS AND METHODS: Thirty-six patients and 20 healthy volunteers were prospectively included. The MR imaging protocol at 3T included 3D T2-weighted and T1-weighted neuromelanin-sensitive images, diffusion tensor images, and R2* mapping. T2* high-resolution images were also acquired at 7T to evaluate the dorsal nigral hyperintensity sign. Quantitative analysis was performed using ROIs in the substantia nigra drawn manually around the area of high signal intensity on neuromelanin-sensitive images and T2-weighted images. Visual analysis of the substantia nigra neuromelanin-sensitive signal intensity and the dorsolateral nigral hyperintensity on T2* images was performed.

RESULTS: There was a significant decrease in the neuromelanin-sensitive volume and signal intensity in patients with Parkinson disease. There was also a significant decrease in fractional anisotropy and an increase in mean, axial, and radial diffusivity in the neuromelanin-sensitive substantia nigra at 3T and a decrease in substantia nigra volume on T2* images. The combination of substantia nigra volume, signal intensity, and fractional anisotropy in the neuromelanin-sensitive substantia nigra allowed excellent diagnostic accuracy (0.93). Visual assessment of both substantia nigra dorsolateral hyperintensity and neuromelanin-sensitive images had good diagnostic accuracy (0.91 and 0.86, respectively).

CONCLUSIONS: The combination of neuromelanin signal and volume changes with fractional anisotropy measurements in the substantia nigra showed excellent diagnostic accuracy. Moreover, the high diagnostic accuracy of visual assessment of substantia nigra changes using dorsolateral hyperintensity analysis or neuromelanin-sensitive signal changes indicates that these techniques are promising for clinical practice.

ABBREVIATIONS:

AD
axial diffusivity
DNH
dorsal nigral hyperintensity
FA
fractional anisotropy
ICC
intraclass correlation coefficient
HV
healthy volunteer
MD
mean diffusivity
NM
neuromelanin
PD
Parkinson disease
RD
radial diffusivity
ROC
receiver operating characteristic
SN
substantia nigra
UPDRS
Unified Parkinson's Disease Rating Scale
  • © 2018 by American Journal of Neuroradiology

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American Journal of Neuroradiology: 39 (8)
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Cite this article
N. Pyatigorskaya, B. Magnin, M. Mongin, L. Yahia-Cherif, R. Valabregue, D. Arnaldi, C. Ewenczyk, C. Poupon, M. Vidailhet, S. Lehéricy
Comparative Study of MRI Biomarkers in the Substantia Nigra to Discriminate Idiopathic Parkinson Disease
American Journal of Neuroradiology Aug 2018, 39 (8) 1460-1467; DOI: 10.3174/ajnr.A5702

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Comparative Study of MRI Biomarkers in the Substantia Nigra to Discriminate Idiopathic Parkinson Disease
N. Pyatigorskaya, B. Magnin, M. Mongin, L. Yahia-Cherif, R. Valabregue, D. Arnaldi, C. Ewenczyk, C. Poupon, M. Vidailhet, S. Lehéricy
American Journal of Neuroradiology Aug 2018, 39 (8) 1460-1467; DOI: 10.3174/ajnr.A5702
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