School of Information Science and Engineering, Central South University, Changsha, Hunan, P. R. China.
Department of Psychiatry, Columbia University College of Physicians and Surgeons, New York, NY, United States of America.
PLoS One. 2018 Jul 11;13(7):e0196964. doi: 10.1371/journal.pone.0196964. eCollection 2018.
The cerebellum contains 80% of all neurons in the human brain and contributes prominently to implicit learning and predictive processing across motor, sensory, and cognitive domains. As morphological features of the cerebellum in atypically developing individuals remain unexplored in-vivo, this is the first study to use high-resolution 3D fractal analysis to estimate fractal dimension (FD), a measure of structural complexity of an object, of the left and right cerebellar cortex (automatically segmented from Magnetic Resonance Images using FreeSurfer), in male children with Autism Spectrum Disorders (ASD) (N = 20; mean age: 8.8 years old, range: 7.13-10.27) and sex, age, verbal-IQ, and cerebellar volume-matched typically developing (TD) boys (N = 18; mean age: 8.9 years old, range: 6.47-10.52). We focus on an age range within the 'middle and late childhood' period of brain development, between 6 and 12 years. A Mann-Whitney U test revealed a significant reduction in the FD of the right cerebellar cortex in ASD relative to TD boys (P = 0.0063, Bonferroni-corrected), indicating flatter and less regular surface protrusions in ASD relative to TD males. Consistent with the prediction that the cerebellum participates in implicit learning, those ASD boys with a higher (vs. lower) PIQ>VIQ difference showed higher, more normative complexity values, closer to TD children, providing new insight on our understanding of the neurological basis of differences in verbal and performance cognitive abilities that often characterize individuals with ASD.
小脑包含人类大脑中 80%的神经元,对运动、感觉和认知领域的内隐学习和预测处理有重要贡献。由于小脑在发育异常的个体中的形态特征在体内仍未得到探索,因此这是第一项使用高分辨率 3D 分形分析来估计分形维数(FD)的研究,FD 是衡量物体结构复杂性的指标,对来自自闭症谱系障碍(ASD)男性儿童(N=20;平均年龄:8.8 岁,范围:7.13-10.27)和性别、年龄、言语智商和小脑体积匹配的典型发育(TD)男孩(N=18;平均年龄:8.9 岁,范围:6.47-10.52)的左右小脑皮层(使用 FreeSurfer 从磁共振图像自动分割)进行分析。我们关注大脑发育的“中晚期”儿童时期的年龄范围,即 6 至 12 岁。曼-惠特尼 U 检验显示,ASD 患者右侧小脑皮层的 FD 显著低于 TD 男孩(P=0.0063,Bonferroni 校正),表明 ASD 患者小脑皮层的表面突起更平坦、更不规则。与小脑参与内隐学习的预测一致,那些 PIQ>VIQ 差异较高(相对于较低)的 ASD 男孩表现出更高、更正常的复杂性值,更接近 TD 儿童,为我们理解语言和执行认知能力差异的神经基础提供了新的见解,这些差异通常是 ASD 个体的特征。