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通过MRI纹理分析测量的大脑结构不对称性中的性别和年龄效应。

Gender and age effects in structural brain asymmetry as measured by MRI texture analysis.

作者信息

Kovalev Vassili A, Kruggel Frithjof, von Cramon D Yves

机构信息

Max-Planck Institute of Cognitive Neuroscience, Stephanstrasse 1A, D-04103 Leipzig, Germany.

出版信息

Neuroimage. 2003 Jul;19(3):895-905. doi: 10.1016/s1053-8119(03)00140-x.

Abstract

Effects of gender and age on structural brain asymmetry were studied by 3D texture analysis in 380 adults. Asymmetry is detected by comparing the complex 3D gray-scale image patterns in the left and right cerebral hemispheres as revealed by anatomical T1-weighted MRI datasets. The Talairach and Tournoux parcellation system was applied to study the asymmetry on five levels: the whole cerebrum, nine coronal sections, 12 axial sections, boxes resulting from both coronal and axial subdivisions, and by a sliding spherical window of 9 mm diameter. The analysis revealed that the brain asymmetry increases in the anterior-posterior direction starting from the central region onward. Male brains were found to be more asymmetric than female. This gender-related effect is noticeable in all brain areas but is most significant in the superior temporal gyrus, Heschl's gyrus, the adjacent white matter regions in the temporal stem and the knee of the optic radiation, the thalamus, and the posterior cingulate. The brain asymmetry increases significantly with age in the inferior frontal gyrus, anterior insula, anterior cingulate, parahippocampal gyrus, retrosplenial cortex, coronal radiata, and knee region of the internal capsule. Asymmetry decreases with age in the optic radiation, precentral gyrus, and angular gyrus. The texture-based method reported here is based on extended multisort cooccurrence matrices that employ intensity, gradient, and anisotropy features in a uniform way. It is sensitive, simple to reproduce, robust, and unbiased in the sense that segmentation of brain compartments and spatial transformations are not necessary. Thus, it should be considered as another tool for digital morphometry in neuroscience.

摘要

通过对380名成年人进行三维纹理分析,研究了性别和年龄对脑结构不对称性的影响。通过比较解剖学T1加权MRI数据集所显示的左右大脑半球复杂的三维灰度图像模式来检测不对称性。采用Talairach和Tournoux脑区划分系统,从五个层面研究不对称性:整个大脑、九个冠状切面、十二个轴状切面、由冠状和轴状细分产生的方块,以及直径为9毫米的滑动球形窗口。分析表明,从中央区域开始,脑不对称性在前后方向上增加。发现男性大脑比女性大脑更不对称。这种与性别相关的影响在所有脑区都很明显,但在颞上回、颞横回、颞干相邻白质区域和视辐射膝部、丘脑以及后扣带回最为显著。在额下回、前岛叶、前扣带回、海马旁回、压后皮质、放射冠和内囊膝部,脑不对称性随年龄显著增加。在视辐射、中央前回和角回,不对称性随年龄降低。这里报道的基于纹理的方法基于扩展的多分类共生矩阵,该矩阵以统一的方式利用强度、梯度和各向异性特征。它敏感、易于重复、稳健且无偏差,因为不需要对脑区进行分割和空间变换。因此,它应被视为神经科学中数字形态计量学的另一种工具。

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