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The Autism Biomarkers Consortium for Clinical Trials: evaluation of a battery of candidate eye-tracking biomarkers for use in autism clinical trials

Authors :
Frederick Shic
Adam J. Naples
Erin C. Barney
Shou An Chang
Beibin Li
Takumi McAllister
Minah Kim
Kelsey J. Dommer
Simone Hasselmo
Adham Atyabi
Quan Wang
Gerhard Helleman
April R. Levin
Helen Seow
Raphael Bernier
Katarzyna Charwaska
Geraldine Dawson
James Dziura
Susan Faja
Shafali Spurling Jeste
Scott P. Johnson
Michael Murias
Charles A. Nelson
Maura Sabatos-DeVito
Damla Senturk
Catherine A. Sugar
Sara J. Webb
James C. McPartland
Source :
Molecular Autism, Vol 13, Iss 1, Pp 1-17 (2022)
Publication Year :
2022
Publisher :
BMC, 2022.

Abstract

Abstract Background Eye tracking (ET) is a powerful methodology for studying attentional processes through quantification of eye movements. The precision, usability, and cost-effectiveness of ET render it a promising platform for developing biomarkers for use in clinical trials for autism spectrum disorder (ASD). Methods The Autism Biomarkers Consortium for Clinical Trials conducted a multisite, observational study of 6–11-year-old children with ASD (n = 280) and typical development (TD, n = 119). The ET battery included: Activity Monitoring, Social Interactive, Static Social Scenes, Biological Motion Preference, and Pupillary Light Reflex tasks. A priori, gaze to faces in Activity Monitoring, Social Interactive, and Static Social Scenes tasks were aggregated into an Oculomotor Index of Gaze to Human Faces (OMI) as the primary outcome measure. This work reports on fundamental biomarker properties (data acquisition rates, construct validity, six-week stability, group discrimination, and clinical relationships) derived from these assays that serve as a base for subsequent development of clinical trial biomarker applications. Results All tasks exhibited excellent acquisition rates, met expectations for construct validity, had moderate or high six-week stabilities, and highlighted subsets of the ASD group with distinct biomarker performance. Within ASD, higher OMI was associated with increased memory for faces, decreased autism symptom severity, and higher verbal IQ and pragmatic communication skills. Limitations No specific interventions were administered in this study, limiting information about how ET biomarkers track or predict outcomes in response to treatment. This study did not consider co-occurrence of psychiatric conditions nor specificity in comparison with non-ASD special populations, therefore limiting our understanding of the applicability of outcomes to specific clinical contexts-of-use. Research-grade protocols and equipment were used; further studies are needed to explore deployment in less standardized contexts. Conclusions All ET tasks met expectations regarding biomarker properties, with strongest performance for tasks associated with attention to human faces and weakest performance associated with biological motion preference. Based on these data, the OMI has been accepted to the FDA’s Biomarker Qualification program, providing a path for advancing efforts to develop biomarkers for use in clinical trials.

Details

Language :
English
ISSN :
20402392
Volume :
13
Issue :
1
Database :
Directory of Open Access Journals
Journal :
Molecular Autism
Publication Type :
Academic Journal
Accession number :
edsdoj.88ee9597126347c68f7211e9f79fbd76
Document Type :
article
Full Text :
https://doi.org/10.1186/s13229-021-00482-2