Akazawa Kentaro, Chang Linda, Yamakawa Robyn, Hayama Sara, Buchthal Steven, Alicata Daniel, Andres Tamara, Castillo Deborrah, Oishi Kumiko, Skranes Jon, Ernst Thomas, Oishi Kenichi
Department of Radiology, Johns Hopkins University School of Medicine, Baltimore, MD, USA.
Department of Medicine, School of Medicine, University of Hawaii at Manoa, Honolulu, HI, USA.
Neuroimage. 2016 Mar;128:167-179. doi: 10.1016/j.neuroimage.2015.12.026. Epub 2015 Dec 19.
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.
扩散张量成像(DTI)已被广泛用于研究新生儿和婴儿大脑的发育,以及与各种疾病或医疗状况(如早产)相关的偏差。在本研究中,我们在已发表的新生儿多模态图谱上创建了具有已知相关功能的纤维束概率图谱。感兴趣的纤维束包括特定细胞构筑定义的皮质区域下方的浅表白质(SWM)纤维,现有DTI分析方法难以对其进行评估。应用于朱利希细胞构筑图谱来定义与特定脑功能相关的皮质区域,并应用动态规划(DP)方法来描绘穿过SWM的白质纤维束。通过在11名健康足月儿中描绘这些结构,为与运动、躯体感觉、听觉、视觉和边缘系统功能相关的纤维束以及主要白质束(如胼胝体、额枕下束和小脑中脚)创建了概率图谱。为了表征这些纤维束扩散率测量中与成熟相关的变化,然后将概率图谱应用于49名健康婴儿的DTI,这些婴儿在三个时间点进行纵向扫描,时间间隔约为五周。首先,我们基于19名足月儿研究了正常发育模式。接下来,我们分析了30名早产儿,以确定与早产相关的发育模式。最后,我们研究了这些组之间扩散测量的差异,以评估早产对这些功能纤维束发育的影响。足月儿和早产儿均表现出扩散率随时间下降,表明这些纤维束在出生后成熟,在皮质脊髓束和视辐射中可见侧别差异。足月儿和早产儿之间的比较表明,在其中三条纤维束中,早产儿的扩散率高于足月儿:胼胝体体部;左侧下纵束;以及连接左侧初级/次级视觉皮质和枕颞视觉皮质(V5/MT+)中运动敏感区域的纤维束。概率图谱为研究每条白质纤维束的发育变化提供了机会。白质纤维束的改变是否能预测功能结局将在后续研究中进一步探讨。