Brain Development Imaging Laboratory, Department of Psychology, San Diego State University, 6363 Alvarado Ct., Suite 200, San Diego, CA, 92120, USA.
Department of Psychology, University of Alabama, Birmingham, AL, USA.
Brain Imaging Behav. 2018 Feb;12(1):168-179. doi: 10.1007/s11682-017-9678-y.
Autism spectrum disorder (ASD) is a neurodevelopmental disorder with prominent impairments in sociocommunicative abilities, which have been linked to anomalous brain network organization. Despite ample evidence of atypical long-distance connectivity, the literature on local connectivity remains small and divergent. We used resting-state functional MRI regional homogeneity (ReHo) as a local connectivity measure in comparative analyses across several well-matched low-motion subsamples from the Autism Brain Imaging Data Exchange and in-house data, with a grand total of 147 ASD and 184 typically developing (TD) participants, ages 7-18 years. We tested for group differences in each subsample, with additional focus on the difference between eyes-open and eyes-closed resting states. Despite selection of highest quality data and tight demographic and motion matching between groups and across samples, few effects in exactly identical loci (voxels) were found across samples. However, there was gross consistency across all eyes-open samples of local overconnectivity (ASD > TD) in posterior, visual regions. There was also gross consistency of local underconnectivity (ASD < TD) in cingulate gyrus, although exact loci varied between mid/posterior and anterior sections. While all eyes-open datasets showed the described gross similarities, the pattern of group differences for participants scanned with eyes closed was different, with local overconnectivity in ASD in posterior cingulate gyrus, but underconnectivity in some visual regions. Our findings suggest that fMRI local connectivity measures may be relatively susceptible to site and cohort variability and that some previous inconsistencies in the ASD ReHo literature may be reconciled by more careful consideration of eye status.
自闭症谱系障碍(ASD)是一种神经发育障碍,其社会交际能力明显受损,这与异常的大脑网络组织有关。尽管有大量证据表明存在异常的长程连接,但关于局部连接的文献仍然很少且存在分歧。我们使用静息状态功能磁共振局部一致性(ReHo)作为一种局部连接测量方法,在几个匹配良好的低运动子样本中进行比较分析,这些子样本来自自闭症脑成像数据交换和内部数据,共有 147 名 ASD 和 184 名典型发育(TD)参与者,年龄在 7-18 岁之间。我们在每个子样本中测试了组间差异,并特别关注睁眼和闭眼静息状态之间的差异。尽管在组间和跨样本中选择了最高质量的数据,并进行了严格的人口统计学和运动匹配,但在完全相同的位置(体素)中发现的效果很少。然而,在所有睁眼样本中,后视觉区域的局部过度连接(ASD>TD)存在明显的一致性。扣带回的局部连接不足(ASD<TD)也存在明显的一致性,尽管确切的位置在中/后段和前段之间有所不同。虽然所有睁眼数据集都显示出了描述的明显相似性,但闭眼扫描参与者的组间差异模式不同,在后扣带回的 ASD 中存在局部过度连接,但在一些视觉区域存在连接不足。我们的研究结果表明, fMRI 局部连接测量可能相对容易受到地点和队列变异性的影响,并且自闭症 ReHo 文献中的一些先前的不一致性可能通过更仔细地考虑眼睛状态得到调和。