Magnetic resonance T1w/T2w ratio: A parsimonious marker for Parkinson disease

被引:30
作者
Du, Guangwei [1 ]
Lewis, Mechelle M. [1 ,2 ]
Sica, Christopher [3 ]
Kong, Lan [4 ]
Huang, Xuemei [1 ,2 ,3 ,5 ,6 ]
机构
[1] Penn State Hershey Med Ctr, Dept Neurol, Hershey, PA USA
[2] Penn State Hershey Med Ctr, Dept Pharmacol, Hershey, PA USA
[3] Penn State Hershey Med Ctr, Dept Radiol, Hershey, PA USA
[4] Penn State Hershey Med Ctr, Dept Publ Hlth Sci, Hershey, PA USA
[5] Penn State Hershey Med Ctr, Dept Neurosurg, Hershey, PA USA
[6] Penn State Hershey Med Ctr, Dept Kinesiol, Hershey, PA USA
关键词
FREE-WATER ELIMINATION; SUBSTANTIA-NIGRA; CLINICAL-DIAGNOSIS; MYELIN CONTENT; PATHOLOGY; ACCURACY; PERFORMANCE; PROGRESSION; MIDBRAIN; T1;
D O I
10.1002/ana.25376
中图分类号
R74 [神经病学与精神病学];
学科分类号
摘要
Objective Newer magnetic resonance imaging (MRI) techniques have shown promise in capturing early Parkinson disease (PD)-related changes in the substantia nigra pars compacta (SNc), the key pathological loci. Their translational value, however, is hindered by technical complexity and inconsistent results. Methods A novel yet simple MRI contrast, the T1w/T2w ratio, was used to study 76 PD patients and 70 controls. The T1w/T2w ratio maps were analyzed using both voxel-based and region-of-interest approaches in normalized space. The sensitivity and specificity of the SNc T1w/T2w ratio in discriminating between PD and controls also were assessed. In addition, its diagnostic performance was tested in a subgroup of PD patients with disease duration <= 2 years (PDE). A second independent cohort of 73 PD patients and 49 controls was used for validation. Results Compared to controls, PD patients showed a higher T1w/T2w ratio in both the right (cluster size = 164mm(3), p < 0.0001) and left (cluster size = 213mm(3), p < 0.0001) midbrain that was located ventrolateral to the red nucleus and corresponded to the SNc. The region-of-interest approach confirmed the group difference in the SNc T1w/T2w ratio between PD and controls (p < 0.0001). The SNc T1w/T2w ratio had high sensitivity (0.908) and specificity (0.80) to separate PD and controls (area under the curve [AUC] = 0.926), even for PDE patients (AUC = 0.901, sensitivity = 0.857, specificity = 0.857). These results were validated in the second cohort. Interpretation The T1w/T2w ratio can detect PD-related changes in the SNc and may be used as a novel, parsimonious in vivo biomarker for the disease, particularly for early stage patients, with high translational value for clinical practice and research. ANN NEUROL 2019;85:96-104.
引用
收藏
页码:96 / 104
页数:9
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