Lazar Mariana, Miles Laura M, Babb James S, Donaldson Jeffrey B
Center for Biomedical Imaging, Department of Radiology, New York University School of Medicine, United States.
Neuroimage Clin. 2014 Feb 7;4:417-25. doi: 10.1016/j.nicl.2014.01.014. eCollection 2014.
Microstructural white matter deficits in Autism Spectrum Disorders (ASD) have been suggested by both histological findings and Diffusion Tensor Imaging (DTI) studies, which show reduced fractional anisotropy (FA) and increased mean diffusivity (MD). However, imaging reports are generally not consistent across studies and the underlying physiological causes of the reported differences in FA and MD remain poorly understood. In this study, we sought to further characterize white matter deficits in ASD by employing an advanced diffusion imaging method, the Diffusional Kurtosis Imaging (DKI), and a two-compartment diffusion model of white matter. This model differentially describes intra- and extra-axonal white matter compartments using Axonal Water Fraction (faxon ) a measure reflecting axonal caliber and density, and compartment-specific diffusivity measures. Diagnostic utility of these measures and associations with processing speed performance were also examined. Comparative studies were conducted in 16 young male adults with High Functioning Autism (HFA) and 17 typically developing control participants (TDC). Significantly decreased faxon was observed in HFA compared to the control group in most of the major white matter tracts, including the corpus callosum, cortico-spinal tracts, and superior longitudinal, inferior longitudinal and inferior fronto-occipital fasciculi. Intra-axonal diffusivity (Daxon ) was also found to be reduced in some of these regions. Decreased axial extra-axonal diffusivity (ADextra ) was noted in the genu of the corpus callosum. Reduced processing speed significantly correlated with decreased faxon and Daxon in several tracts. faxon of the left cortico-spinal tract and superior longitudinal fasciculi showed good accuracy in discriminating the HFA and TDC groups. In conclusion, these findings suggest altered axonal microstructure in young adults with HFA which is associated with reduced processing speed. Compartment-specific diffusion metrics appear to improve specificity and sensitivity to white matter deficits in this population.
组织学研究结果和扩散张量成像(DTI)研究均表明,自闭症谱系障碍(ASD)存在微观结构白质缺陷,表现为分数各向异性(FA)降低和平均扩散率(MD)升高。然而,各研究的成像报告通常并不一致,FA和MD差异的潜在生理原因仍知之甚少。在本研究中,我们试图通过采用先进的扩散成像方法——扩散峰度成像(DKI)以及白质的双室扩散模型,进一步明确ASD中的白质缺陷。该模型使用轴突水分数(faxon,一种反映轴突直径和密度的指标)以及特定室的扩散率指标,分别描述轴突内和轴突外白质室。我们还研究了这些指标的诊断效用及其与处理速度表现的关联。对16名患有高功能自闭症(HFA)的年轻男性成年人和17名发育正常的对照参与者(TDC)进行了对比研究。与对照组相比,HFA组在大多数主要白质束中观察到faxon显著降低,包括胼胝体、皮质脊髓束以及上纵束、下纵束和额枕下束。在其中一些区域还发现轴突内扩散率(Daxon)降低。胼胝体膝部的轴突外轴向扩散率(ADextra)降低。处理速度降低与几条束中faxon和Daxon降低显著相关。左皮质脊髓束和上纵束的faxon在区分HFA组和TDC组方面具有良好的准确性。总之,这些发现表明,患有HFA的年轻成年人轴突微观结构改变,这与处理速度降低有关。特定室的扩散指标似乎提高了对该人群白质缺陷的特异性和敏感性。