PAM50: Unbiased multimodal template of the brainstem and spinal cord aligned with the ICBM152 space

被引:157
作者
De Leener, Benjamin [1 ]
Fonov, Vladimir S. [2 ]
Collins, D. Louis [2 ]
Callot, Virginie [3 ,4 ]
Stikov, Nikola [1 ,5 ]
Cohen-Adad, Julien [1 ,6 ]
机构
[1] Polytech Montreal, Inst Biomed Engn, NeuroPoly Lab, Montreal, PQ, Canada
[2] McGill Univ, Montreal Neurol Inst, Montreal, PQ, Canada
[3] Aix Marseille Univ, CNRS, CRMBM UMR 7339, Marseille, France
[4] Hop La Timone, AP HM, CEMEREM, Pole Imagerie Med, Marseille, France
[5] Montreal Heart Inst, Montreal, PQ, Canada
[6] Univ Montreal, CRIUGM, Funct Neuroimaging Unit, Montreal, PQ, Canada
基金
加拿大自然科学与工程研究理事会;
关键词
Spinal cord; MRI; Template; Atlas; ICBM; OF-THE-ART; VOXEL-BASED ANALYSIS; AUTOMATIC SEGMENTATION; SPATIAL NORMALIZATION; GRAY-MATTER; MRI; WHITE; ATLAS; ATROPHY; AVERAGE;
D O I
10.1016/j.neuroimage.2017.10.041
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
Template-based analysis of multi-parametric MRI data of the spinal cord sets the foundation for standardization and reproducibility, thereby helping the discovery of new biomarkers of spinal-related diseases. While MRI templates of the spinal cord have been recently introduced, none of them cover the entire spinal cord. In this study, we introduced an unbiased multimodal MRI template of the spinal cord and the brainstem, called PAM50, which is anatomically compatible with the ICBM152 brain template and uses the same coordinate system. The PAM50 template is based on 50 healthy subjects, covers the full spinal cord (C1 to L2 vertebral levels) and the brainstem, is available for T1-, T2-and T2*-weighted MRI contrasts and includes a probabilistic atlas of the gray matter and white matter tracts. Template creation accuracy was assessed by computing the mean and maximum distance error between each individual spinal cord centerline and the PAM50 centerline, after registration to the template. Results showed high accuracy for both T1-(mean = 0.37 +/- 0.06 mm; max = 1.39 +/- 0.58 mm) and T2-weighted (mean = 0.11 +/- 0.03 mm; max = 0.71 +/- 0.27 mm) contrasts. Additionally, the preservation of the spinal cord topology during the template creation process was verified by comparing the cross-sectional area (CSA) profile, averaged over all subjects, and the CSA profile of the PAM50 template. The fusion of the PAM50 and ICBM152 templates will facilitate group and multi-center studies of combined brain and spinal cord MRI, and enable the use of existing atlases of the brainstem compatible with the ICBM space.
引用
收藏
页码:170 / 179
页数:10
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