Diagnostic utility of 7T neuromelanin imaging of the substantia nigra in Parkinson’s disease

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作者
Dhairya A. Lakhani
Xiangzhi Zhou
Shengzhen Tao
Vishal Patel
Sijin Wen
Lela Okromelidze
Elena Greco
Chen Lin
Erin M. Westerhold
Sina Straub
Zbigniew K. Wszolek
Philip W. Tipton
Ryan J. Uitti
Sanjeet S. Grewal
Erik H. Middlebrooks
机构
[1] Johns Hopkins University,Department of Radiology
[2] Mayo Clinic,Department of Radiology
[3] West Virginia University,Department of Biostatistics
[4] Mayo Clinic,Department of Neurology
[5] Mayo Clinic,Department of Neurosurgery
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Parkinson’s disease (PD) is a prevalent neurodegenerative disorder that presents a diagnostic challenge due to symptom overlap with other disorders. Neuromelanin (NM) imaging is a promising biomarker for PD, but adoption has been limited, in part due to subpar performance at standard MRI field strengths. We aimed to evaluate the diagnostic utility of ultra-high field 7T NM-sensitive imaging in the diagnosis of PD versus controls and essential tremor (ET), as well as NM differences among PD subtypes. A retrospective case-control study was conducted including PD patients, ET patients, and controls. 7T NM-sensitive 3D-GRE was acquired, and substantia nigra pars compacta (SNpc) volumes, contrast ratios, and asymmetry indices were calculated. Statistical analyses, including general linear models and ROC curves, were employed. Twenty-one PD patients, 13 ET patients, and 18 controls were assessed. PD patients exhibited significantly lower SNpc volumes compared to non-PD subjects. SNpc total volume showed 100% sensitivity and 96.8% specificity (AUC = 0.998) for differentiating PD from non-PD and 100% sensitivity and 95.2% specificity (AUC = 0.996) in differentiating PD from ET. Contrast ratio was not significantly different between PD and non-PD groups (p = 0.07). There was also significantly higher asymmetry index in SNpc volume in PD compared to non-PD cohorts (p < 0.001). NM signal loss in PD predominantly involved the inferior, posterior, and lateral aspects of SNpc. Akinetic-rigid subtype showed more significant NM signal loss compared to tremor dominant subtype (p < 0.001). 7T NM imaging demonstrates potential as a diagnostic tool for PD, including potential distinction between subtypes, allowing improved understanding of disease progression and subtype-related characteristics.
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