Department of Neurosurgery, Thomas Jefferson University, Philadelphia, PA, United States; Jefferson Integrated Magnetic Resonance Imaging Center, Department of Radiology, Thomas Jefferson University, Philadelphia, PA, United States.
Jefferson Integrated Magnetic Resonance Imaging Center, Department of Radiology, Thomas Jefferson University, Philadelphia, PA, United States.
Neuroimage Clin. 2018 Mar 15;18:784-792. doi: 10.1016/j.nicl.2018.03.014. eCollection 2018.
Diffusion tensor imaging (DTI) and diffusion tensor tractography (DTT) are two techniques that can measure white matter integrity of the spinal cord. Recently, DTI indices have been shown to change with age. The purpose of this study is (a) to evaluate the maturational states of the entire pediatric spinal cord using DTI and DTT indices including fractional anisotropy (FA), mean diffusivity (MD), mean length of white matter fiber tracts and tract density and (b) to analyze the DTI and DTT parameters along the entire spinal cord as a function of spinal cord levels and age.
A total of 23 typically developing (TD) pediatric subjects ranging in age from 6 to 16 years old (11.94 ± 3.26 (mean ± standard deviation), 13 females and 10 males) were recruited, and scanned using 3.0 T MR scanner. Reduced FOV diffusion tensor images were acquired axially in the same anatomical location prescribed for the T2-weighted images to cover the entire spinal cord (C1-mid L1 levels). To mitigate motion induced artifacts, diffusion directional images were aligned with the reference image (b0) using a rigid body registration algorithm performed by in-house software developed in Matlab (MathWorks, Natick, Massachusetts). Diffusion tensor maps (FA and MD) and streamline deterministic tractography were then generated from the motion corrected DTI dataset. DTI and DTT parameters were calculated by using ROIs drawn to encapsulate the whole cord along the entire spinal cord by an independent board certified neuroradiologist. These indices then were compared between two age groups (age group A = 6-11 years ( = 11) and age group B = 12-16 years ( = 12)) based on similar standards and age definitions used for reporting spinal cord injury in the pediatric population. Standard least squared linear regression based on a restricted maximum likelihood (REML) method was used to evaluate the relationship between age and DTI and DTT parameters.
An increase in FA (group A = 0.42 ± 0.097, group B = 0.49 ± 0.116), white matter tract density (group A = 368.01 ± 236.88, group B = 440.13 ± 245.24) and mean length of fiber tracts (group A = 48.16 ± 20.48 mm, group B = 60.28 ± 23.87 mm) and a decrease in MD (group A = 1.06 ± 0.23 × 10 mm/s, group B = 0.82 ± 0.24 × 10 mm/s) were observed with age along the entire spinal cord. Statistically significant increases have been shown in FA ( = 0.004, R = 0.57), tract density ( = 0.0004, R = 0.58), mean length of fiber tracts ( < 0.001, R = 0.5) and a significant decrease has been shown in MD ( = 0.002, R = 0.59) between group A and group B. Also, it has been shown DTI and DTT parameters vary along the spinal cord as a function of intervertebral disk and mid-vertebral body level.
This study provides an initial understanding of age related changes of DTI values as well as DTT metrics of the spinal cord. The results show significant differences in DTI and DTT parameters which may result from decreasing water content, myelination of fiber tracts, and the thickening diameter of fiber tracts during the maturation process. Consequently, when quantitative DTI and DTT of the spinal cord is undertaken in the pediatric population an age and level matched normative dataset should be used to accurately interpret the quantitative results.
弥散张量成像(DTI)和弥散张量纤维束追踪(DTT)是两种可以测量脊髓白质完整性的技术。最近,DTI 指数已被证明会随年龄变化。本研究的目的是:(a) 使用包括各向异性分数(FA)、平均弥散度(MD)、白质纤维束的平均长度和束密度在内的 DTI 和 DTT 指数,评估整个小儿脊髓的成熟状态;(b) 分析整个脊髓的 DTI 和 DTT 参数作为脊髓水平和年龄的函数。
共纳入 23 名典型发育(TD)儿科受试者,年龄 6-16 岁(11.94±3.26,13 名女性,10 名男性),使用 3.0T MR 扫描仪进行扫描。在相同的解剖位置轴向采集减少视野弥散张量图像,与 T2 加权图像的规定范围一致,以覆盖整个脊髓(C1-中胸 1 水平)。为了减轻运动引起的伪影,使用 Matlab(马萨诸塞州纳提克的 MathWorks)开发的内部软件,通过刚体配准算法将扩散方向图像与参考图像(b0)对齐。然后,从运动校正的 DTI 数据集生成弥散张量图(FA 和 MD)和轨迹确定性纤维束追踪。由独立的经 board 认证的神经放射学家绘制 ROI,以包裹整个脊髓,沿整个脊髓在相同的标准和年龄定义下,将整个脊髓划分为不同的区域,从而计算 DTI 和 DTT 指数。然后,根据类似的标准和年龄定义,根据类似的标准和年龄定义,将这些指数在两个年龄组(年龄组 A=6-11 岁(n=11)和年龄组 B=12-16 岁(n=12))之间进行比较。使用基于受限最大似然(REML)方法的标准最小二乘线性回归来评估年龄与 DTI 和 DTT 参数之间的关系。
FA(组 A=0.42±0.097,组 B=0.49±0.116)、白质束密度(组 A=368.01±236.88,组 B=440.13±245.24)和纤维束平均长度(组 A=48.16±20.48mm,组 B=60.28±23.87mm)增加,MD(组 A=1.06±0.23×10mm/s,组 B=0.82±0.24×10mm/s)降低,这与整个脊髓的年龄有关。FA(=0.004,R=0.57)、束密度(=0.0004,R=0.58)、纤维束平均长度(<0.001,R=0.5)显著增加,MD(=0.002,R=0.59)显著降低,组 A 和组 B 之间存在统计学差异。此外,还表明 DTI 和 DTT 参数沿脊髓作为椎间盘中枢和中椎体水平的函数而变化。
本研究初步了解了脊髓 DTI 值以及 DTT 指标与年龄的关系变化。结果显示 DTI 和 DTT 参数存在显著差异,这可能是由于在成熟过程中,水含量、纤维束的髓鞘形成和纤维束直径的增加导致的。因此,在对小儿脊髓进行定量 DTI 和 DTT 时,应使用年龄和水平匹配的正常数据集来准确解释定量结果。