Department of Electrical Engineering (ESAT), STADIUS Center for Dynamical Systems, Signal Processing and Data Analytics, KU Leuven, Leuven, Belgium.
Department of Development and Regeneration, University Hospitals Leuven, Neonatal Intensive Care Unit & Child Neurology, KU Leuven, Leuven, Belgium.
Cerebellum. 2021 Aug;20(4):556-568. doi: 10.1007/s12311-021-01232-z. Epub 2021 Feb 2.
Recent studies explored the relationship between early brain function and brain morphology, based on the hypothesis that increased brain activity can positively affect structural brain development and that excitatory neuronal activity stimulates myelination.
To investigate the relationship between maturational features from early and serial aEEGs after premature birth and MRI metrics characterizing structural brain development and injury, measured around 30weeks postmenstrual age (PMA) and at term. Moreover, we aimed to verify whether previously developed maturational EEG features are related with PMA.
DESIGN/METHODS: One hundred six extremely preterm infants received bedside aEEGs during the first 72h and weekly until week 5. 3T-MRIs were performed at 30weeks PMA and at term. Specific features were extracted to assess EEG maturation: (1) the spectral content, (2) the continuity [percentage of spontaneous activity transients (SAT%) and the interburst interval (IBI)], and (3) the complexity. Automatic MRI segmentation to assess volumes and MRI score was performed. The relationship between the maturational EEG features and MRI measures was investigated.
Both SAT% and EEG complexity were correlated with PMA. IBI was inversely associated with PMA. Complexity features had a positive correlation with the cerebellar size at 30weeks, while event-based measures were related to the cerebellar size at term. Cerebellar width, cortical grey matter, and total brain volume at term were inversely correlated with the relative power in the higher frequency bands.
The continuity and complexity of the EEG steadily increase with increasing postnatal age. Increasing complexity and event-based features are associated with cerebellar size, a structure with enormous development during preterm life. Brain activity is important for later structural brain development.
最近的研究基于大脑活动增加可以积极影响结构脑发育和兴奋性神经元活动刺激髓鞘形成的假设,探讨了早产儿早期脑功能与脑形态之间的关系。
研究早产儿早期和连续 aEEG 的成熟特征与 MRI 指标之间的关系,这些 MRI 指标用于描述结构脑发育和损伤,测量时间约为出生后 30 周(PMA)和足月。此外,我们旨在验证先前开发的成熟 EEG 特征是否与 PMA 相关。
设计/方法:106 名极早产儿在出生后 72 小时内和每周进行床边 aEEG,直到第 5 周。在 30 周 PMA 和足月时进行 3T-MRI。提取特定特征来评估 EEG 成熟度:(1)光谱内容,(2)连续性[自发性活动瞬变百分比(SAT%)和爆发间隔(IBI)]和(3)复杂性。自动 MRI 分割用于评估体积和 MRI 评分。研究了成熟 EEG 特征与 MRI 测量值之间的关系。
SAT%和 EEG 复杂度均与 PMA 相关。IBI 与 PMA 呈负相关。复杂性特征与 30 周时的小脑大小呈正相关,而基于事件的测量值与足月时的小脑大小相关。足月时小脑宽度、皮质灰质和总脑体积与较高频带的相对功率呈负相关。
EEG 的连续性和复杂性随着出生后年龄的增加而稳步增加。复杂性和基于事件的特征增加与小脑大小有关,小脑是早产儿生命中发育迅速的结构。脑活动对于后期的结构脑发育很重要。