Genetics of Anisotropy Asymmetry: Registration and Sample Size Effects

被引:0
|
作者
Jahanshad, Neda [1 ,2 ]
Lee, Agatha D. [1 ]
Lepore, Natasha [1 ]
Chou, Yi-Yu [1 ]
Brun, Caroline C. [1 ]
Barysheva, Marina [1 ]
Toga, Arthur W. [1 ]
McMahon, Katie L. [3 ]
de Zubicaray, Greig I. [3 ]
Wright, Margaret J. [4 ]
Thompson, Paul M. [1 ]
机构
[1] Univ Calif Los Angeles, Dept Neurol, Lab Neuro Imaging, Los Angeles, CA 90024 USA
[2] Univ Calif Los Angeles, Med Imaging Informat Grp, Dept Radiol, Los Angeles, CA 90024 USA
[3] Univ Queensland, Ctr MR, FMRI Lab, Brisbane, Qld 4072, Australia
[4] Queensland Inst Med Res, Brisbane, Qld, Australia
来源
MEDICAL IMAGE COMPUTING AND COMPUTER-ASSISTED INTERVENTION - MICCAI 2009, PT II, PROCEEDINGS | 2009年 / 5762卷
关键词
TENSORS; BRAIN;
D O I
暂无
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Brain asymmetry has been a topic of interest for neuroscientists for many years. The advent of diffusion tensor imaging (DTI) allows researchers to extend the study of asymmetry to a microscopic scale by examining fiber integrity differences across hemispheres rather than the macroscopic differences in shape or structure volumes. Even so, Ore power to detect these microarchitectural differences depends on the sample size and how the brain images are registered and how many subjects are studied. We fluidly registered 4 Tesla DTI scans from 180 healthy adult twins (45 identical and fraternal pairs) to a geometrically-centered population mean template. We computed voxelwise maps of significant asymmetries (left/right hemisphere differences) for common fiber anisotropy indices (FA, GA). Quantitative genetic models revealed that 47-62% of the variance in asymmetry was due to genetic differences in the population. We studied how those heritability estimates varied with the type of registration target (T1- or T2-weighted) and with sample size. All methods consistently found that genetic factors strongly determined that lateralization of fiber anisotropy, facilitating the quest for specific genes that might influence brain asymmetry and fiber integrity.
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页码:498 / +
页数:2
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