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Atypical low-frequency cortical encoding of speech identifies children with developmental dyslexia

Published version
Peer-reviewed

Repository DOI


Type

Article

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Authors

Araújo, João 
Simons, Benjamin D 
Peter, Varghese 
Mandke, Kanad 
Kalashnikova, Marina 

Abstract

jats:pSlow cortical oscillations play a crucial role in processing the speech amplitude envelope, which is perceived atypically by children with developmental dyslexia. Here we use electroencephalography (EEG) recorded during natural speech listening to identify neural processing patterns involving slow oscillations that may characterize children with dyslexia. In a story listening paradigm, we find that atypical power dynamics and phase-amplitude coupling between delta and theta oscillations characterize dyslexic versus other child control groups (typically-developing controls, other language disorder controls). We further isolate EEG common spatial patterns (CSP) during speech listening across delta and theta oscillations that identify dyslexic children. A linear classifier using four delta-band CSP variables predicted dyslexia status (0.77 AUC). Crucially, these spatial patterns also identified children with dyslexia when applied to EEG measured during a rhythmic syllable processing task. This transfer effect (i.e., the ability to use neural features derived from a story listening task as input features to a classifier based on a rhythmic syllable task) is consistent with a core developmental deficit in neural processing of speech rhythm. The findings are suggestive of distinct atypical neurocognitive speech encoding mechanisms underlying dyslexia, which could be targeted by novel interventions.</jats:p>

Description

Keywords

5204 Cognitive and Computational Psychology, 3208 Medical Physiology, 32 Biomedical and Clinical Sciences, 52 Psychology, Basic Behavioral and Social Science, Brain Disorders, Behavioral and Social Science, Pediatric, Clinical Research, Neurosciences, 1.1 Normal biological development and functioning, 1 Underpinning research, Mental health

Journal Title

Frontiers in Human Neuroscience

Conference Name

Journal ISSN

1662-5161
1662-5161

Volume Title

Publisher

Frontiers Media SA