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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...

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Autores principales: Pierce, Karen, Wen, Teresa H., Zahiri, Javad, Andreason, Charlene, Courchesne, Eric, Barnes, Cynthia C., Lopez, Linda, Arias, Steven J., Esquivel, Ahtziry, Cheng, Amanda
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Medical Association 2023
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.
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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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