DocumentCode
2571007
Title
Diffusion imaging protocol effects on genetic associations
Author
Jahanshad, Neda ; Kohannim, Omid ; Toga, Arthur W. ; McMahon, Katie L. ; De Zubicaray, Greig I. ; Hansell, Narelle K. ; Montgomery, Grant W. ; Martin, Nicholas G. ; Wright, Margaret J. ; Thompso, Paul M.
Author_Institution
Sch. of Med., Dept. of Neurology, UCLA, Los Angeles, CA, USA
fYear
2012
fDate
2-5 May 2012
Firstpage
944
Lastpage
947
Abstract
Large multi-site image-analysis studies have successfully discovered genetic variants that affect brain structure in tens of thousands of subjects scanned worldwide. Candidate genes have also associated with brain integrity, measured using fractional anisotropy in diffusion tensor images (DTI). To evaluate the heritability and robustness of DTI measures as a target for genetic analysis, we compared 417 twins and siblings scanned on the same day on the same high field scanner (4-Tesla) with two protocols: (1) 94-directions; 2mm-thick slices, (2) 27-directions; 5mm-thickness. Using mean FA in white matter ROIs and FA `skeletons´ derived using FSL, we (1) examined differences in voxelwise means, variances, and correlations among the measures; and (2) assessed heritability with structural equation models, using the classical twin design. FA measures from the genu of the corpus callosum were highly heritable, regardless of protocol. Genome-wide analysis of the genu mean FA revealed differences across protocols in the top associations.
Keywords
biomedical MRI; brain; cellular biophysics; genetics; genomics; medical image processing; molecular biophysics; neurophysiology; brain integrity; brain structure; classical twin design; corpus callosum; diffusion imaging protocol effect; diffusion tensor images; fractional anisotropy; genetic analysis; genetic association; genetic variant; genome-wide analysis; high field scanner; magnetic flux density 4 T; multisite image analysis; structural equation model; white matter; Bioinformatics; Diffusion tensor imaging; Genomics; Mathematical model; Protocols; DTI protocol stability; corpus callosum; genome-wide association study; imaging genetics; multi-site analysis;
fLanguage
English
Publisher
ieee
Conference_Titel
Biomedical Imaging (ISBI), 2012 9th IEEE International Symposium on
Conference_Location
Barcelona
ISSN
1945-7928
Print_ISBN
978-1-4577-1857-1
Type
conf
DOI
10.1109/ISBI.2012.6235712
Filename
6235712
Link To Document