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Cost-Effectiveness of MRI-Based Identification of Presymptomatic Autism in a High-Risk Population

Biological siblings of children with autism spectrum disorder (ASD) have increased risk of receiving an ASD diagnosis. In the U.S., most children with ASD are diagnosed after the optimal age to initiate early intervention which can reduce symptom severity and improve outcomes. Recent evidence sugges...

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Autores principales: Williamson, Ian O., Elison, Jed T., Wolff, Jason J., Runge, Carlisle Ford
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7042195/
https://www.ncbi.nlm.nih.gov/pubmed/32140115
http://dx.doi.org/10.3389/fpsyt.2020.00060
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author Williamson, Ian O.
Elison, Jed T.
Wolff, Jason J.
Runge, Carlisle Ford
author_facet Williamson, Ian O.
Elison, Jed T.
Wolff, Jason J.
Runge, Carlisle Ford
author_sort Williamson, Ian O.
collection PubMed
description Biological siblings of children with autism spectrum disorder (ASD) have increased risk of receiving an ASD diagnosis. In the U.S., most children with ASD are diagnosed after the optimal age to initiate early intervention which can reduce symptom severity and improve outcomes. Recent evidence suggests magnetic resonance imaging (MRI) in the first year of life can predict later diagnostic status in high-risk siblings. We investigated whether MRI-based screening is a cost-effective method for assigning early intervention. A hybrid decision tree/Markov model was used to evaluate two MRI-based screening strategies at 6 and 12 months of age. Primary outcomes were costs in U.S. dollars and quality-adjusted life years (QALYs). Results were reported as incremental cost-effectiveness ratios (ICERs). Costs were estimated from societal, health care, and educational perspectives. One-way and probabilistic sensitivity analyses were performed. From a societal perspective, the ICER for MRI-based screening at 6 months was $49,000 per QALY when compared to the status quo, implying that such screening is cost-effective at willingness-to-pay (WTP) thresholds of $50,000–$100,000 per QALY. From the health care and educational perspectives, the ICERs were larger at $99,000 and $76,000 per QALY, respectively. Sensitivity analysis identified that the parameters most influential in affecting cost-effectiveness were the prevalence of ASD and/or co-occurring intellectual disability. MRI specificity also has significant impacts which add to the uncertainty of the results. Future work is needed to determine the sensitivity and, in particular, the specificity of MRI with more certainty. Notably, the cost of the MRI-based screening had the least impact.
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spelling pubmed-70421952020-03-05 Cost-Effectiveness of MRI-Based Identification of Presymptomatic Autism in a High-Risk Population Williamson, Ian O. Elison, Jed T. Wolff, Jason J. Runge, Carlisle Ford Front Psychiatry Psychiatry Biological siblings of children with autism spectrum disorder (ASD) have increased risk of receiving an ASD diagnosis. In the U.S., most children with ASD are diagnosed after the optimal age to initiate early intervention which can reduce symptom severity and improve outcomes. Recent evidence suggests magnetic resonance imaging (MRI) in the first year of life can predict later diagnostic status in high-risk siblings. We investigated whether MRI-based screening is a cost-effective method for assigning early intervention. A hybrid decision tree/Markov model was used to evaluate two MRI-based screening strategies at 6 and 12 months of age. Primary outcomes were costs in U.S. dollars and quality-adjusted life years (QALYs). Results were reported as incremental cost-effectiveness ratios (ICERs). Costs were estimated from societal, health care, and educational perspectives. One-way and probabilistic sensitivity analyses were performed. From a societal perspective, the ICER for MRI-based screening at 6 months was $49,000 per QALY when compared to the status quo, implying that such screening is cost-effective at willingness-to-pay (WTP) thresholds of $50,000–$100,000 per QALY. From the health care and educational perspectives, the ICERs were larger at $99,000 and $76,000 per QALY, respectively. Sensitivity analysis identified that the parameters most influential in affecting cost-effectiveness were the prevalence of ASD and/or co-occurring intellectual disability. MRI specificity also has significant impacts which add to the uncertainty of the results. Future work is needed to determine the sensitivity and, in particular, the specificity of MRI with more certainty. Notably, the cost of the MRI-based screening had the least impact. Frontiers Media S.A. 2020-02-19 /pmc/articles/PMC7042195/ /pubmed/32140115 http://dx.doi.org/10.3389/fpsyt.2020.00060 Text en Copyright © 2020 Williamson, Elison, Wolff and Runge http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Psychiatry
Williamson, Ian O.
Elison, Jed T.
Wolff, Jason J.
Runge, Carlisle Ford
Cost-Effectiveness of MRI-Based Identification of Presymptomatic Autism in a High-Risk Population
title Cost-Effectiveness of MRI-Based Identification of Presymptomatic Autism in a High-Risk Population
title_full Cost-Effectiveness of MRI-Based Identification of Presymptomatic Autism in a High-Risk Population
title_fullStr Cost-Effectiveness of MRI-Based Identification of Presymptomatic Autism in a High-Risk Population
title_full_unstemmed Cost-Effectiveness of MRI-Based Identification of Presymptomatic Autism in a High-Risk Population
title_short Cost-Effectiveness of MRI-Based Identification of Presymptomatic Autism in a High-Risk Population
title_sort cost-effectiveness of mri-based identification of presymptomatic autism in a high-risk population
topic Psychiatry
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7042195/
https://www.ncbi.nlm.nih.gov/pubmed/32140115
http://dx.doi.org/10.3389/fpsyt.2020.00060
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