DocumentCode :
1823389
Title :
Comparison of fractional and geodesic anisotropy in diffusion tensor images of 90 monozygotic and dizygotic twins
Author :
Lee, Agatha D. ; Lepore, Natasha ; Barysheva, Marina ; Chou, Yi Yu ; Brun, Caroline ; Madsen, Sarah K. ; McMahon, Katie L. ; De Zubicaray, Greig I. ; Meredith, Matthew ; Wright, Margaret J. ; Toga, Arthur W. ; Thompson, Paul M.
Author_Institution :
Sch. of Med., Dept. of Neurology, UCLA, Los Angeles, CA
fYear :
2008
fDate :
14-17 May 2008
Firstpage :
943
Lastpage :
946
Abstract :
We used diffusion tensor magnetic resonance imaging (DTI) to reveal the extent of genetic effects on brain fiber microstructure, based on tensor-derived measures, in 22 pairs of monozygotic (MZ) twins and 23 pairs of dizygotic (DZ) twins (90 scans). After Log-Euclidean denoising to remove rank-deficient tensors, DTI volumes were fluidly registered by high-dimensional mapping of co-registered MP-RAGE scans to a geometrically- centered mean neuroanatomical template. After tensor reorientation using the strain of the 3D fluid transformation, we computed two widely used scalar measures of fiber integrity: fractional anisotropy (FA), and geodesic anisotropy (GA), which measures the geodesic distance between tensors in the symmetric positive-definite tensor manifold. Spatial maps of intraclass correlations (r) between MZ and DZ twins were compared to compute maps of Falconer´s heritability statistics, i.e. the proportion of population variance explainable by genetic differences among individuals. Cumulative distribution plots (CDF) of effect sizes showed that the manifold measure, GA, comparably the Euclidean measure, FA, in detecting genetic correlations. While maps were relatively noisy, the CDFs showed promise for detecting genetic influences on brain fiber integrity as the current sample expands.
Keywords :
biomedical MRI; brain; genetics; image registration; medical image processing; neurophysiology; statistical analysis; 3D fluid transformation; Falconer heritability statistics; brain fiber microstructure; coregistered MP RAGE image; cumulative distribution plots; diffusion tensor magnetic resonance imaging; dizygotic twins; fractional anisotropy; genetic effects; geodesic anisotropy; high dimensional mapping; intraclass correlation spatial maps; log Euclidean denoising; monozygotic twins; neuroanatomical template; population variance; rank deficient tensors; symmetric positive definite tensor manifold; tensor geodesic distance; tensor reorientation; Anisotropic magnetoresistance; Diffusion tensor imaging; Genetics; Geophysics computing; Level measurement; Microstructure; Noise reduction; Size measurement; Strain measurement; Tensile stress; Fractional Anisotropy; Geodesic Anisotropy; Twin;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Biomedical Imaging: From Nano to Macro, 2008. ISBI 2008. 5th IEEE International Symposium on
Conference_Location :
Paris
Print_ISBN :
978-1-4244-2002-5
Electronic_ISBN :
978-1-4244-2003-2
Type :
conf
DOI :
10.1109/ISBI.2008.4541153
Filename :
4541153
Link To Document :
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