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早期非周期性脑电图活动的变化与有自闭症家族史婴儿的自闭症诊断及语言发育有关。

Changes in early aperiodic EEG activity are linked to autism diagnosis and language development in infants with family history of autism.

作者信息

Wilkinson Carol L, Chung Haerin, Dave Amy, Tager-Flusberg Helen, Nelson Charles A

机构信息

Division of Developmental Medicine, Boston Children's Hospital, Boston, MA, USA.

Harvard Medical School, Boston, MA, USA.

出版信息

medRxiv. 2025 Apr 29:2024.12.15.24319061. doi: 10.1101/2024.12.15.24319061.

Abstract

Delays in language often co-occur among toddlers diagnosed with autism. Despite the high prevalence of language delays, the neurobiology underlying such language challenges remains unclear. Prior research has shown reduced EEG power across multiple frequency bands in 3-to-6-month-old infants with an autistic sibling, followed by accelerated increases in power with age. In this study, we decompose the power spectra into aperiodic (broad band neural firing) and periodic (oscillations) activity to explore possible links between aperiodic changes in the first year of life and later language outcomes. Combining EEG data across two longitudinal studies of infants with and without autistic siblings, we assessed whether infants with an elevated familial likelihood (EFL) exhibit altered changes in both periodic and aperiodic EEG activity at 3 and 12 months of age, compared to those with a low likelihood (LL), and whether developmental change in activity is associated with language development. At 3-months of age (n = LL 59, EFL 57), we observed that EFL infants have significantly lower aperiodic activity from 6.7-55Hz (p<0.05). However, change in aperiodic activity from 3 to 12 months was significantly increased in infants with a later diagnosis of autism, compared to EFL infants without an autism diagnosis (n = LL-NoASD 41, EFL-noASD 16, EFL-ASD 16). In addition, greater increases in aperiodic offset and slope from 3-to12-months were associated with worse language development measured at 18 months (n = 24). Findings suggest that early age-dependent changes in EEG aperiodic power may serve as potential indicators of autism and language development in infants with family history of autism.

摘要

语言发育迟缓在被诊断为自闭症的幼儿中经常同时出现。尽管语言发育迟缓的患病率很高,但导致这种语言障碍的神经生物学机制仍不清楚。先前的研究表明,患有自闭症兄弟姐妹的3至6个月大婴儿在多个频段的脑电图功率降低,随后随着年龄增长功率加速增加。在本研究中,我们将功率谱分解为非周期性(宽带神经放电)和周期性(振荡)活动,以探索生命第一年非周期性变化与后期语言结果之间的可能联系。结合两项针对有或没有自闭症兄弟姐妹的婴儿的纵向研究的脑电图数据,我们评估了高家族患病可能性(EFL)的婴儿与低家族患病可能性(LL)的婴儿相比,在3个月和12个月大时,其周期性和非周期性脑电图活动的变化是否存在差异,以及活动的发育变化是否与语言发育相关。在3个月大时(n = LL组59人,EFL组57人),我们观察到EFL组婴儿在6.7 - 55Hz频段的非周期性活动显著较低(p<0.05)。然而,与未被诊断为自闭症的EFL组婴儿相比(n = LL - 无自闭症41人,EFL - 无自闭症16人,EFL - 自闭症16人),后来被诊断为自闭症的婴儿在3至12个月期间非周期性活动的变化显著增加。此外,在3至12个月期间非周期性偏移和斜率的更大增加与18个月时测量的更差的语言发育相关(n = 24)。研究结果表明,脑电图非周期性功率的早期年龄依赖性变化可能是有自闭症家族史婴儿自闭症和语言发育的潜在指标。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a8b0/12234078/de25d45196d0/nihpp-2024.12.15.24319061v2-f0001.jpg

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