title: Probabilistic maps of the white matter tracts with known associated functions on the neonatal brain atlas: Application to evaluate longitudinal developmental trajectories in term-born and preterm-born infants.
abstract: Diffusion tensor imaging (DTI) has been widely used to investigate the development of the neonatal and infant brain, and deviations related to various diseases or medical conditions like preterm birth. In this study, we created a probabilistic map of fiber pathways with known associated functions, on a published neonatal multimodal atlas. The pathways-of-interest include the superficial white matter (SWM) fibers just beneath the specific cytoarchitectonically defined cortical areas, which were difficult to evaluate with existing DTI analysis methods. The Jülich cytoarchitectonic atlas was applied to define cortical areas related to specific brain functions, and the Dynamic Programming (DP) method was applied to delineate the white matter pathways traversing through the SWM. Probabilistic maps were created for pathways related to motor, somatosensory, auditory, visual, and limbic functions, as well as major white matter tracts, such as the corpus callosum, the inferior fronto-occipital fasciculus, and the middle cerebellar peduncle, by delineating these structures in eleven healthy term-born neonates. In order to characterize maturation-related changes in diffusivity measures of these pathways, the probabilistic maps were then applied to DTIs of 49 healthy infants who were longitudinally scanned at three time-points, approximately five weeks apart. First, we investigated the normal developmental pattern based on 19 term-born infants. Next, we analyzed 30 preterm-born infants to identify developmental patterns related to preterm birth. Last, we investigated the difference in diffusion measures between these groups to evaluate the effects of preterm birth on the development of these functional pathways. Term-born and preterm-born infants both demonstrated a time-dependent decrease in diffusivity, indicating postnatal maturation in these pathways, with laterality seen in the corticospinal tract and the optic radiation. The comparison between term- and preterm-born infants indicated higher diffusivity in the preterm-born infants than in the term-born infants in three of these pathways: the body of the corpus callosum; the left inferior longitudinal fasciculus; and the pathway connecting the left primary/secondary visual cortices and the motion-sensitive area in the occipitotemporal visual cortex (V5/MT+). Probabilistic maps provided an opportunity to investigate developmental changes of each white matter pathway. Whether alterations in white matter pathways can predict functional outcomes will be further investigated in a follow-up study.
authors.affiliation: Department of Radiology, Johns Hopkins University School of Medicine, Baltimore, MD, USA.
authors.forename: Kentaro
authors.initials: K
authors.lastname: Akazawa
authors.affiliation: Department of Medicine, School of Medicine, University of Hawaii at Manoa, Honolulu, HI, USA.
authors.forename: Linda
authors.initials: L
authors.lastname: Chang
authors.affiliation: Department of Medicine, School of Medicine, University of Hawaii at Manoa, Honolulu, HI, USA.
authors.forename: Robyn
authors.initials: R
authors.lastname: Yamakawa
authors.affiliation: Department of Medicine, School of Medicine, University of Hawaii at Manoa, Honolulu, HI, USA.
authors.forename: Sara
authors.initials: S
authors.lastname: Hayama
authors.affiliation: Department of Medicine, School of Medicine, University of Hawaii at Manoa, Honolulu, HI, USA.
authors.forename: Steven
authors.initials: S
authors.lastname: Buchthal
authors.affiliation: Department of Medicine, School of Medicine, University of Hawaii at Manoa, Honolulu, HI, USA.
authors.forename: Daniel
authors.initials: D
authors.lastname: Alicata
authors.affiliation: Department of Medicine, School of Medicine, University of Hawaii at Manoa, Honolulu, HI, USA.
authors.forename: Tamara
authors.initials: T
authors.lastname: Andres
authors.affiliation: Department of Medicine, School of Medicine, University of Hawaii at Manoa, Honolulu, HI, USA.
authors.forename: Deborrah
authors.initials: D
authors.lastname: Castillo
authors.affiliation: Department of Biomedical Engineering, Johns Hopkins University, Baltimore, MD, USA.
authors.forename: Kumiko
authors.initials: K
authors.lastname: Oishi
authors.affiliation: Department of Laboratory Medicine, Children's and Women's Health, Norwegian University of Science and Technology, Trondheim, Norway.
authors.forename: Jon
authors.initials: J
authors.lastname: Skranes
authors.affiliation: Department of Medicine, School of Medicine, University of Hawaii at Manoa, Honolulu, HI, USA.
authors.forename: Thomas
authors.initials: T
authors.lastname: Ernst
authors.affiliation: Department of Radiology, Johns Hopkins University School of Medicine, Baltimore, MD, USA. Electronic address: koishi@mri.jhu.edu.
authors.forename: Kenichi
authors.initials: K
authors.lastname: Oishi
mesh_terms: D000716:Anatomy, Artistic; D001271:Atlases as Topic; D001921:Brain / Q000254:growth & development*; D001931:Brain Mapping / Q000379:methods*; D056324:Diffusion Tensor Imaging; D005260:Female; D006801:Humans; D007091:Image Processing, Computer-Assisted; D007223:Infant; D007231:Infant, Newborn; D007234:Infant, Premature / Q000254:growth & development*; D008297:Male; D009434:Neural Pathways / Q000254:growth & development*; D055495:Neurogenesis / Q000502:physiology*; D011336:Probability; D047929:Term Birth; D066127:White Matter / Q000254:growth & development*
keywords: Diffusion tensor imaging; Functional pathway; Neonate; Preterm birth; Probabilistic map; Tractography