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The value of quantitative susceptibility mapping and morphometry in the differential diagnosis of Parkinsonism

医学 帕金森病 鉴别诊断 差速器(机械装置) 价值(数学) 定量磁化率图 病理 放射科 磁共振成像 统计 疾病 数学 工程类 航空航天工程
作者
Yi Li,Tingting Yuan,Lulu Gao,Wei Sun,Xiaoxiao Du,Zhihui Sun,Kangli Fan,Ruqing Qiu,Ying Zhang
出处
期刊:American Journal of Neuroradiology [American Society of Neuroradiology]
卷期号:: ajnr.A8665-ajnr.A8665
标识
DOI:10.3174/ajnr.a8665
摘要

Differentiating Parkinson's Disease (PD) from Atypical Parkinsonism Syndrome (APS), including Multiple System Atrophy (MSA) and Progressive Supranuclear Palsy (PSP), is challenging, and there is no gold standard. Integrating quantitative susceptibility mapping (QSM) and morphometry can help differentiate PD from APS and improve the internal diagnosis of APS. In this retrospective study, we enrolled 55 patients with PD, 17 with MSA-parkinsonian type (MSA-P), 15 with MSA-cerebellar type (MSA-C), and 14 with PSP. Thirty-three age-matched healthy subjects served as controls. All subjects underwent QSM imaging and 3D T1WI with manual quantification of regions of interest (ROI) and morphometry. ROIs were selected in the basal ganglia and brainstem nuclei, such as the putamen (Pu), globus pallidus (GP), and red nucleus (RN). Morphometry included magnetic resonance Parkinson's disease index (MRPI), the midbrain area-pons area ratio (M/P), and the ratio of vertical line of the long axis of the midbrain and pons (Ratio). Differential variables between groups were extracted and a binary logistic regression was established to differentiate the differential diagnosis between PD and APS and between diseases within APS. The diagnostic value was assessed using the area under the curve (AUC), sensitivity, and specificity. The combination of Pu and GP performed best when used to distinguish PD from MSA-P, with an AUC of 0.800 (95% CI 0.664-0.936). The AUC was optimal when MRPI and M/P were combined to distinguish PD from MSA-C at 0.823 (95% CI 0.686-0.960). Ratio alone performed best in differentiating PD from PSP, with an AUC of 0.848 (95% CI 0.711-0.985). The AUC for Ratio alone in distinguishing MSA-P from PSP was 0.871 (95% CI 0.738-1.0). The AUC when using only M/P to distinguish MSA-C from PSP was 0.931 (95% CI 0.845-1.0). QSM and morphometry each offer distinct advantages in the differential diagnosis among the aforementioned groups. The combination of QSM and morphometry provided the highest diagnostic value in differentiating PD from APS, highlighting the significance of integrating these two imaging techniques for enhanced diagnostic precision in clinical practice. The best indicators described above showed equally high differential diagnostic values in patients with a disease duration of ≤ 3 years. QSM and morphometry will improve the differential diagnosis between PD and APS, as well as improve the internal diagnosis of APS. PD = Parkinson's Disease; MSA = Multiple System Atrophy; MSA-P = Multiple System Atrophy parkinsonian subtype; MSA-C = Multiple System Atrophy cerebellar subtype; PSP =Progressive Supranuclear Palsy; QSM = quantitative susceptibility mapping; Pu = Putamen; GP = Globus Pallidus; RN = Red Nucleus; MRPI = magnetic resonance parkinsonism index; M/P = midbrain area-pons area ratio; Ratio = the ratio of vertical line of the long axis of the midbrain and pons; AUC =area under the curve.

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