Department of Psychology, Brigham Young University, Provo, Utah.
Ohio State University Fisher College of Business, Columbus, Ohio.
J Neurosci Res. 2018 Apr;96(4):626-641. doi: 10.1002/jnr.24142. Epub 2017 Oct 6.
Although there are several techniques to analyze diffusion-weighted imaging, any technique must be sufficiently sensitive to detect clinical abnormalities. This is especially critical in disorders like mild traumatic brain injury (mTBI), where pathology is likely to be subtle. mTBI represents a major public health concern, especially for youth under 15 years of age. However, the developmental period from birth to 18 years is also a time of tremendous brain changes. Therefore, it is important to establish the degree of age- and sex-related differences. Participants were children aged 8-15 years with mTBI or mild orthopedic injuries. Imaging was obtained within 10 days of injury. We performed tract-based spatial statistics (TBSS), deterministic tractography using Automated Fiber Quantification (AFQ), and probabilistic tractography using TRACULA (TRActs Constrained by UnderLying Anatomy) to evaluate whether any method provided improved sensitivity at identifying group, developmental, and/or sex-related differences. Although there were no group differences from any of the three analyses, many of the tracts, but not all, revealed increases of fractional anisotropy and decreases of axial, radial, and mean diffusivity with age. TBSS analyses resulted in age-related changes across all white matter tracts. AFQ and TRACULA revealed age-related changes within the corpus callosum, cingulum cingulate, corticospinal tract, inferior and superior longitudinal fasciculus, and uncinate fasciculus. The results are in many ways consistent across all three methods. However, results from the tractography methods provided improved sensitivity and better tract-specific results for identifying developmental and sex-related differences within the brain.
虽然有几种方法可以分析扩散加权成像,但任何方法都必须足够敏感以检测临床异常。这在轻度创伤性脑损伤(mTBI)等疾病中尤为关键,因为这些疾病的病理可能很微妙。mTBI 是一个主要的公共卫生问题,尤其是对于 15 岁以下的儿童。然而,从出生到 18 岁的发育期也是大脑发生巨大变化的时期。因此,确定年龄和性别相关差异的程度非常重要。参与者为患有 mTBI 或轻度骨科损伤的 8-15 岁儿童。在受伤后 10 天内进行了影像学检查。我们进行了基于束的空间统计(TBSS)、使用自动纤维量化(AFQ)的确定性束追踪以及使用 TRACULA(基于底层解剖结构的束追踪)的概率性束追踪,以评估任何方法在识别组间、发育和/或性别相关差异方面是否具有更高的敏感性。虽然这三种分析都没有发现组间差异,但许多束,但不是全部,显示出随着年龄的增长,各向异性分数增加,轴向、径向和平均扩散率降低。TBSS 分析导致所有白质束都发生了与年龄相关的变化。AFQ 和 TRACULA 揭示了胼胝体、扣带束、皮质脊髓束、下纵束和上纵束以及钩束内与年龄相关的变化。这些结果在很大程度上与所有三种方法一致。然而,来自追踪方法的结果在识别大脑内发育和性别相关差异方面提供了更高的敏感性和更好的束特异性结果。