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人群间脑形态差异:人群特异性脑模板的需求。

Population differences in brain morphology: Need for population specific brain template.

机构信息

National Institute of Mental Health and Neurosciences, Bangalore, India.

Electrical and Computer Engineering, University of Virginia, USA.

出版信息

Psychiatry Res Neuroimaging. 2017 Jul 30;265:1-8. doi: 10.1016/j.pscychresns.2017.03.018. Epub 2017 Apr 30.

Abstract

Brain templates provide a standard anatomical platform for population based morphometric assessments. Typically, standard brain templates for such assessments are created using Caucasian brains, which may not be ideal to analyze brains from other ethnicities. To effectively demonstrate this, we compared brain morphometric differences between T1 weighted structural MRI images of 27 healthy Indian and Caucasian subjects of similar age and same sex ratio. Furthermore, a population specific brain template was created from MRI images of healthy Indian subjects and compared with standard Montreal Neurological Institute (MNI-152) template. We also examined the accuracy of registration of by acquiring a different T1 weighted MRI data set and registering them to newly created Indian template and MNI-152 template. The statistical analysis indicates significant difference in global brain measures and regional brain structures of Indian and Caucasian subjects. Specifically, the global brain measurements of the Indian brain template were smaller than that of the MNI template. Also, Indian brain images were better realigned to the newly created template than to the MNI-152 template. The notable variations in Indian and Caucasian brains convey the need to build a population specific Indian brain template and atlas.

摘要

脑模板为基于人群的形态计量学评估提供了一个标准的解剖学平台。通常,此类评估的标准脑模板是使用白种人大脑创建的,而分析其他种族的大脑可能并不理想。为了有效地证明这一点,我们比较了 27 名健康的印度人和白种人受试者的 T1 加权结构 MRI 图像之间的脑形态计量学差异,这些受试者的年龄和性别比例相似。此外,我们从健康印度受试者的 MRI 图像中创建了一个特定于人群的脑模板,并将其与标准的蒙特利尔神经学研究所(MNI-152)模板进行了比较。我们还通过获取不同的 T1 加权 MRI 数据集并将其注册到新创建的印度模板和 MNI-152 模板,检查了注册的准确性。统计分析表明,印度和白种人受试者的大脑整体测量值和区域脑结构存在显著差异。具体来说,印度脑模板的大脑整体测量值小于 MNI 模板。此外,印度脑图像比 MNI-152 模板更能准确地重新对齐到新创建的模板。印度和白种人大脑的显著差异表明,需要构建一个特定于人群的印度脑模板和图谱。

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