Quantitative comparison of cortical surface reconstructions from MP2RAGE and multi-echo MPRAGE data at 3 and 7 T

被引:73
作者
Fujimoto, Kyoko [1 ]
Polimeni, Jonathan R. [1 ,2 ]
van der Kouwe, Andre J. W. [1 ,2 ]
Reuter, Martin [1 ,3 ]
Kober, Tobias [4 ,5 ]
Benner, Thomas [1 ,2 ]
Fischl, Bruce [1 ,2 ,6 ]
Wald, Lawrence L. [1 ,2 ,7 ]
机构
[1] Massachusetts Gen Hosp, Athinoula A Martinos Ctr Biomed Imaging, Charlestown, MA 02129 USA
[2] Harvard Univ, Sch Med, Dept Radiol, Boston, MA 02114 USA
[3] Massachusetts Gen Hosp, Dept Neurol, Boston, MA 02114 USA
[4] EPFL SB IPSB LIFMET, Ecole Polytech Fed Lausanne, Lab Funct & Metab Imaging, CH-1015 Lausanne, Switzerland
[5] Siemens Suisse SA CIBM, Adv Clin Imaging Technol, Lausanne, Switzerland
[6] MIT, Comp Sci & AI Lab, Cambridge, MA 02139 USA
[7] MIT, Harvard Mit Div Hlth Sci & Technol, Cambridge, MA 02142 USA
关键词
Ultra high-field MRI; Quantitative morphometry; Brain segmentation; FreeSurfer; Cortical thickness; HUMAN CEREBRAL-CORTEX; HUMAN BRAIN; THICKNESS; SEGMENTATION; INVERSION; COIL; MRI; RELIABILITY; CONTRAST; ACCURATE;
D O I
10.1016/j.neuroimage.2013.12.012
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
The Magnetization-Prepared 2 Rapid Acquisition Gradient Echo (MP2RAGE) method achieves spatially uniform contrast across the entire brain between gray matter and surrounding white matter tissue and cerebrospinal fluid by rapidly acquiring data at two points during an inversion recovery, and then combining the two volumes so as to cancel out sources of intensity and contrast bias, making it useful for neuroimaging studies at ultrahigh field strengths ( 7 T). To quantify the effectiveness of the MP2RAGE method for quantitative morphometric neuroimaging, we performed tissue segmentation and cerebral cortical surface reconstruction of the MP2RAGE data and compared the results with those generated from conventional multi-echo MPRAGE (MEMPRAGE) data across a group of healthy subjects. To do so, we developed a preprocessing scheme for the MP2RAGE image data to allow for automatic cortical segmentation and surface reconstruction using FreeSurfer and analysis methods to compare the positioning of the surface meshes. Using image volumes with 1 mm isotropic voxels we found a scan-rescan reproducibility of cortical thickness estimates to be 0.15 mm (or 6%) for the MEMPRAGE data and a slightly lower reproducibility of 0.19 mm (or 8%) for the MP2RAGE data. We also found that the thickness estimates were systematically smaller in the MP2RAGE data, and that both the interior and exterior cortical boundaries estimated from the MP2RAGE data were consistently positioned within the corresponding boundaries estimated from the MEMPRAGE data. Therefore several measureable differences exist in the appearance of cortical gray matter and its effect on automatic segmentation methods that must be considered when choosing an acquisition or segmentation method for studies requiring cortical surface reconstructions. We propose potential extensions to the MP2RAGE method that may help to reduce or eliminate these discrepancies. (C) 2013 Elsevier Inc. All rights reserved.
引用
收藏
页码:60 / 73
页数:14
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