Department of Computer Science and Engineering, University of South Carolina, Columbia, SC, USA.
Artificial Intelligence Institute of South Carolina, University of South Carolina, 1112 Greene St, Columbia, SC, 29208, USA.
Mol Autism. 2023 Oct 7;14(1):37. doi: 10.1186/s13229-023-00570-5.
Many studies have reported that autism spectrum disorder (ASD) is associated with atypical structural and functional connectivity. However, we know relatively little about the development of these differences in infancy.
We used a high-density electroencephalogram (EEG) dataset pooled from two independent infant sibling cohorts, to characterize such neurodevelopmental deviations during the first years of life. EEG was recorded at 6 and 12 months of age in infants at typical (N = 92) or elevated likelihood for ASD (N = 90), determined by the presence of an older sibling with ASD. We computed the functional connectivity between cortical sources of EEG during video watching using the corrected imaginary part of phase-locking values.
Our main analysis found no significant association between functional connectivity and ASD, showing only significant effects for age, sex, age-sex interaction, and site. Given these null results, we performed an exploratory analysis and observed, at 12 months, a negative correlation between functional connectivity and ADOS calibrated severity scores for restrictive and repetitive behaviors (RRB).
The small sample of ASD participants inherent to sibling studies limits diagnostic group comparisons. Also, results from our secondary exploratory analysis should be considered only as potential relationships to further explore, given their increased vulnerability to false positives.
These results are inconclusive concerning an association between EEG functional connectivity and ASD in infancy. Exploratory analyses provided preliminary support for a relationship between RRB and functional connectivity specifically, but these preliminary observations need corroboration on larger samples.
许多研究报告称,自闭症谱系障碍(ASD)与非典型结构和功能连接有关。然而,我们对婴儿期这些差异的发展知之甚少。
我们使用从两个独立的婴儿兄弟姐妹队列中汇集的高密度脑电图(EEG)数据集,来描述生命最初几年的这些神经发育偏差。在典型(N=92)或自闭症(ASD)高风险(N=90)的婴儿中,在 6 个月和 12 个月时记录脑电图,通过存在患有 ASD 的哥哥或姐姐来确定。我们使用相位锁定值校正虚部来计算观看视频时 EEG 皮质源之间的功能连接。
我们的主要分析发现功能连接与 ASD 之间没有显著关联,仅显示出年龄、性别、年龄-性别相互作用和部位的显著影响。鉴于这些无效结果,我们进行了探索性分析,并在 12 个月时观察到功能连接与 ADOS 校准的刻板行为严重程度评分之间呈负相关。
兄弟姐妹研究中 ASD 参与者的小样本限制了诊断组之间的比较。此外,我们次要探索性分析的结果仅应被视为进一步探索的潜在关系,因为它们更容易出现假阳性。
这些结果不能确定婴儿期 EEG 功能连接与 ASD 之间存在关联。探索性分析提供了 RRB 与功能连接之间存在关系的初步支持,但这些初步观察结果需要在更大的样本中进行证实。