Department of Neurology, Boston Children's Hospital and Harvard Medical School, Boston, MA, USA.
Computational Radiology Laboratory, Boston Children's Hospital and Harvard Medical School, Boston, MA, USA.
Cereb Cortex. 2018 Oct 1;28(10):3665-3672. doi: 10.1093/cercor/bhx247.
Neurological manifestations in Tuberous Sclerosis Complex (TSC) are highly variable. Diffusion tensor imaging (DTI) may reflect the neurological disease burden. We analyzed the association of autism spectrum disorder (ASD), intellectual disability (ID) and epilepsy with callosal DTI metrics in subjects with and without TSC.
186 children underwent 3T MRI DTI: 51 with TSC (19 with concurrent ASD), 46 with non-syndromic ASD and 89 healthy controls (HC). Subgroups were based on presence of TSC, ASD, ID, and epilepsy. Density-weighted DTI metrics obtained from tractography of the corpus callosum were fitted using a 2-parameter growth model. We estimated distributions using bootstrapping and calculated half-life and asymptote of the fitted curves.
TSC was associated with a lower callosal fractional anisotropy (FA) than ASD, and ASD with a lower FA than HC. ID, epilepsy and ASD diagnosis were each associated with lower FA values, demonstrating additive effects. In TSC, the largest change in FA was related to a comorbid diagnosis of ASD. Mean diffusivity (MD) showed an inverse relationship to FA. Some subgroups were too small for reliable data fitting.
Using a cross-disorder approach, this study demonstrates cumulative abnormality of callosal white matter diffusion with increasing neurological comorbidity.
结节性硬化症(TSC)的神经表现高度多样化。弥散张量成像(DTI)可能反映神经疾病负担。我们分析了自闭症谱系障碍(ASD)、智力障碍(ID)和癫痫与胼胝体 DTI 指标在有和无 TSC 患者中的相关性。
186 名儿童接受了 3T MRI DTI 检查:51 名患有 TSC(19 名同时患有 ASD),46 名患有非综合征性 ASD,89 名健康对照(HC)。亚组基于 TSC、ASD、ID 和癫痫的存在情况。使用胼胝体追踪获得的密度加权 DTI 指标通过双参数生长模型进行拟合。我们使用自举法估计分布,并计算拟合曲线的半衰期和渐近线。
与 ASD 相比,TSC 与胼胝体分数各向异性(FA)降低相关,而 ASD 与 HC 相比 FA 降低。ID、癫痫和 ASD 诊断均与 FA 值降低相关,表明存在累加效应。在 TSC 中,FA 最大变化与并发 ASD 诊断有关。平均扩散系数(MD)与 FA 呈反比关系。一些亚组太小,无法进行可靠的数据拟合。
使用跨疾病方法,本研究证明了胼胝体白质弥散的累积异常与神经共病的增加有关。