DocumentCode
2076429
Title
Tract-based spatial statistics (TBSS): Application to detecting white matter tract variation in mild hypoxic-ischemic neonates
Author
Jie Gao ; Xianjun Li ; Xin Hou ; Ding, Qing-An ; Chan, K.C. ; Qinli Sun ; Wu, E.X. ; Jian Yang
Author_Institution
Dept. of Radiol., Xi´an Jiaotong Univ., Xi´an, China
fYear
2012
fDate
Aug. 28 2012-Sept. 1 2012
Firstpage
432
Lastpage
435
Abstract
The aim of this study is to employ tract-based spatial statistics (TBSS) to analyze the voxel-wise differences in DTI parameters between normal and mild hypoxic-ischemic (HI) neonatal brains. Forty-one full term neonates (24 normal controls and 17 with mild HI injury) and 31 preterm neonates (20 normal controls and 11 with mild HI injury) underwent T1 weighted imaging, T2 weighted imaging and diffusion tensor imaging (DTI) within 28 days after birth. The voxel differences of fractional anisotropy (FA), λ1, λ2, and λ3 values between mild HI group and control group were analyzed in preterm and full term neonates respectively. The significantly decreased FA with increased λ2, λ3 in corticospinal tract, genu of corpus callosum (GCC), external capsule (EC) and splenium of the corpus callosum (SCC) in mild HI neonates suggested deficits or delays in both myelination and premyelination. Such impaired corticospinal tract, in both preterm and term neonates, may directly lead to the subsequent poor motor performance. Impaired EC and SCC, the additional injured sites observed in full term neonates with mild HI injury, may be causally responsible for the dysfunction in coordination and integration. In conclusion, TBSS provides an objective, independent and sensitive method for DTI data analysis of neonatal white matter alterations after mild HI injury.
Keywords
biomedical MRI; brain; injuries; paediatrics; DTI data analysis; DTI parameters; T1 weighted imaging; T2 weighted imaging; TBSS; corpus callosum; diffusion tensor imaging; external capsule; fractional anisotropy; impaired corticospinal tract; mild HI injury; mild hypoxic-ischemic neonatal brains; mild hypoxic-ischemic neonates; normal neonatal brains; poor motor performance; premyelination; splenium; tract-based spatial statistics; voxel-wise differences; white matter tract variation; Diffusion tensor imaging; Educational institutions; Injuries; Pediatrics; Tensile stress; Anisotropy; Biostatistics; Brain; Case-Control Studies; Corpus Callosum; Diffusion Tensor Imaging; Humans; Hypoxia-Ischemia, Brain; Image Interpretation, Computer-Assisted; Infant, Newborn; Infant, Premature; Magnetic Resonance Imaging;
fLanguage
English
Publisher
ieee
Conference_Titel
Engineering in Medicine and Biology Society (EMBC), 2012 Annual International Conference of the IEEE
Conference_Location
San Diego, CA
ISSN
1557-170X
Print_ISBN
978-1-4244-4119-8
Electronic_ISBN
1557-170X
Type
conf
DOI
10.1109/EMBC.2012.6345960
Filename
6345960
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