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Level of Attention to Motherese Speech as an Early Marker of Autism Spectrum Disorder
IMPORTANCE: Caregivers have long captured the attention of their infants by speaking in motherese, a playful speech style characterized by heightened affect. Reduced attention to motherese in toddlers with autism spectrum disorder (ASD) may be a contributor to downstream language and social challeng...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
American Medical Association
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9909502/ https://www.ncbi.nlm.nih.gov/pubmed/36753277 http://dx.doi.org/10.1001/jamanetworkopen.2022.55125 |
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author | Pierce, Karen Wen, Teresa H. Zahiri, Javad Andreason, Charlene Courchesne, Eric Barnes, Cynthia C. Lopez, Linda Arias, Steven J. Esquivel, Ahtziry Cheng, Amanda |
author_facet | Pierce, Karen Wen, Teresa H. Zahiri, Javad Andreason, Charlene Courchesne, Eric Barnes, Cynthia C. Lopez, Linda Arias, Steven J. Esquivel, Ahtziry Cheng, Amanda |
author_sort | Pierce, Karen |
collection | PubMed |
description | IMPORTANCE: Caregivers have long captured the attention of their infants by speaking in motherese, a playful speech style characterized by heightened affect. Reduced attention to motherese in toddlers with autism spectrum disorder (ASD) may be a contributor to downstream language and social challenges and could be diagnostically revealing. OBJECTIVE: To investigate whether attention toward motherese speech can be used as a diagnostic classifier of ASD and is associated with language and social ability. DESIGN, SETTING, AND PARTICIPANTS: This diagnostic study included toddlers aged 12 to 48 months, spanning ASD and non-ASD diagnostic groups, at a research center. Data were collected from February 2018 to April 2021 and analyzed from April 2021 to March 2022. EXPOSURES: Gaze-contingent eye-tracking test. MAIN OUTCOMES AND MEASURES: Using gaze-contingent eye tracking wherein the location of a toddler’s fixation triggered a specific movie file, toddlers participated in 1 or more 1-minute eye-tracking tests designed to quantify attention to motherese speech, including motherese vs traffic (ie, noisy vehicles on a highway) and motherese vs techno (ie, abstract shapes with music). Toddlers were also diagnostically and psychometrically evaluated by psychologists. Levels of fixation within motherese and nonmotherese movies and mean number of saccades per second were calculated. Receiver operating characteristic (ROC) curves were used to evaluate optimal fixation cutoff values and associated sensitivity, specificity, positive predictive value (PPV), and negative predictive value. Within the ASD group, toddlers were stratified based on low, middle, or high levels of interest in motherese speech, and associations with social and language abilities were examined. RESULTS: A total of 653 toddlers were included (mean [SD] age, 26.45 [8.37] months; 480 males [73.51%]). Unlike toddlers without ASD, who almost uniformly attended to motherese speech with a median level of 82.25% and 80.75% across the 2 tests, among toddlers with ASD, there was a wide range, spanning 0% to 100%. Both the traffic and techno paradigms were effective diagnostic classifiers, with large between-group effect sizes (eg, ASD vs typical development: Cohen d, 1.0 in the techno paradigm). Across both paradigms, a cutoff value of 30% or less fixation on motherese resulted in an area under the ROC curve (AUC) of 0.733 (95% CI, 0.693-0.773) and 0.761 (95% CI, 0.717-0.804), respectively; specificity of 98% (95% CI, 95%-99%) and 96% (95% CI, 92%-98%), respectively; and PPV of 94% (95% CI, 86%-98%). Reflective of heterogeneity and expected subtypes in ASD, sensitivity was lower at 18% (95% CI, 14%-22%) and 29% (95% CI, 24%-34%), respectively. Combining metrics increased the AUC to 0.841 (95% CI, 0.805-0.877). Toddlers with ASD who showed the lowest levels of attention to motherese speech had weaker social and language abilities. CONCLUSIONS AND RELEVANCE: In this diagnostic study, a subset of toddlers showed low levels of attention toward motherese speech. When a cutoff level of 30% or less fixation on motherese speech was used, toddlers in this range were diagnostically classified as having ASD with high accuracy. Insight into which toddlers show unusually low levels of attention to motherese may be beneficial not only for early ASD diagnosis and prognosis but also as a possible therapeutic target. |
format | Online Article Text |
id | pubmed-9909502 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | American Medical Association |
record_format | MEDLINE/PubMed |
spelling | pubmed-99095022023-02-10 Level of Attention to Motherese Speech as an Early Marker of Autism Spectrum Disorder Pierce, Karen Wen, Teresa H. Zahiri, Javad Andreason, Charlene Courchesne, Eric Barnes, Cynthia C. Lopez, Linda Arias, Steven J. Esquivel, Ahtziry Cheng, Amanda JAMA Netw Open Original Investigation IMPORTANCE: Caregivers have long captured the attention of their infants by speaking in motherese, a playful speech style characterized by heightened affect. Reduced attention to motherese in toddlers with autism spectrum disorder (ASD) may be a contributor to downstream language and social challenges and could be diagnostically revealing. OBJECTIVE: To investigate whether attention toward motherese speech can be used as a diagnostic classifier of ASD and is associated with language and social ability. DESIGN, SETTING, AND PARTICIPANTS: This diagnostic study included toddlers aged 12 to 48 months, spanning ASD and non-ASD diagnostic groups, at a research center. Data were collected from February 2018 to April 2021 and analyzed from April 2021 to March 2022. EXPOSURES: Gaze-contingent eye-tracking test. MAIN OUTCOMES AND MEASURES: Using gaze-contingent eye tracking wherein the location of a toddler’s fixation triggered a specific movie file, toddlers participated in 1 or more 1-minute eye-tracking tests designed to quantify attention to motherese speech, including motherese vs traffic (ie, noisy vehicles on a highway) and motherese vs techno (ie, abstract shapes with music). Toddlers were also diagnostically and psychometrically evaluated by psychologists. Levels of fixation within motherese and nonmotherese movies and mean number of saccades per second were calculated. Receiver operating characteristic (ROC) curves were used to evaluate optimal fixation cutoff values and associated sensitivity, specificity, positive predictive value (PPV), and negative predictive value. Within the ASD group, toddlers were stratified based on low, middle, or high levels of interest in motherese speech, and associations with social and language abilities were examined. RESULTS: A total of 653 toddlers were included (mean [SD] age, 26.45 [8.37] months; 480 males [73.51%]). Unlike toddlers without ASD, who almost uniformly attended to motherese speech with a median level of 82.25% and 80.75% across the 2 tests, among toddlers with ASD, there was a wide range, spanning 0% to 100%. Both the traffic and techno paradigms were effective diagnostic classifiers, with large between-group effect sizes (eg, ASD vs typical development: Cohen d, 1.0 in the techno paradigm). Across both paradigms, a cutoff value of 30% or less fixation on motherese resulted in an area under the ROC curve (AUC) of 0.733 (95% CI, 0.693-0.773) and 0.761 (95% CI, 0.717-0.804), respectively; specificity of 98% (95% CI, 95%-99%) and 96% (95% CI, 92%-98%), respectively; and PPV of 94% (95% CI, 86%-98%). Reflective of heterogeneity and expected subtypes in ASD, sensitivity was lower at 18% (95% CI, 14%-22%) and 29% (95% CI, 24%-34%), respectively. Combining metrics increased the AUC to 0.841 (95% CI, 0.805-0.877). Toddlers with ASD who showed the lowest levels of attention to motherese speech had weaker social and language abilities. CONCLUSIONS AND RELEVANCE: In this diagnostic study, a subset of toddlers showed low levels of attention toward motherese speech. When a cutoff level of 30% or less fixation on motherese speech was used, toddlers in this range were diagnostically classified as having ASD with high accuracy. Insight into which toddlers show unusually low levels of attention to motherese may be beneficial not only for early ASD diagnosis and prognosis but also as a possible therapeutic target. American Medical Association 2023-02-08 /pmc/articles/PMC9909502/ /pubmed/36753277 http://dx.doi.org/10.1001/jamanetworkopen.2022.55125 Text en Copyright 2023 Pierce K et al. JAMA Network Open. https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the CC-BY License. |
spellingShingle | Original Investigation Pierce, Karen Wen, Teresa H. Zahiri, Javad Andreason, Charlene Courchesne, Eric Barnes, Cynthia C. Lopez, Linda Arias, Steven J. Esquivel, Ahtziry Cheng, Amanda Level of Attention to Motherese Speech as an Early Marker of Autism Spectrum Disorder |
title | Level of Attention to Motherese Speech as an Early Marker of Autism Spectrum Disorder |
title_full | Level of Attention to Motherese Speech as an Early Marker of Autism Spectrum Disorder |
title_fullStr | Level of Attention to Motherese Speech as an Early Marker of Autism Spectrum Disorder |
title_full_unstemmed | Level of Attention to Motherese Speech as an Early Marker of Autism Spectrum Disorder |
title_short | Level of Attention to Motherese Speech as an Early Marker of Autism Spectrum Disorder |
title_sort | level of attention to motherese speech as an early marker of autism spectrum disorder |
topic | Original Investigation |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9909502/ https://www.ncbi.nlm.nih.gov/pubmed/36753277 http://dx.doi.org/10.1001/jamanetworkopen.2022.55125 |
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