Evidence map›Paper›PMID 42886447›Full record

ArticleJournal of autism and developmental disorders2026

Analysis of the Pupillary Light Reflex Response Against Light Stimuli for Autism Screening in Children.

Juan Flores, Andrea E Montero, Franklin Barrientos, Ricardo Zavaleta, Alejandro Dioses, Sassan Noazin, Michael Powers, Robert H Gilman, Avid Roman-Gonzalez, Mirko Zimic

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Article in Journal of autism and developmental disorders, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

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5 · Who and what money

Authors and funding

10 authors.

Juan Flores *Laboratorio de Bioinformatica, Biologia Molecular y Desarrollos Tecnologicos, Laboratorio de Investigacion y Desarrollo, Facultad de Ciencias e Ingenieria, Universidad Peruana Cayetano Heredia, Lima, Peru.
Andrea E Montero *Laboratorio de Bioinformatica, Biologia Molecular y Desarrollos Tecnologicos, Laboratorio de Investigacion y Desarrollo, Facultad de Ciencias e Ingenieria, Universidad Peruana Cayetano Heredia, Lima, Peru.
Franklin BarrientosLaboratorio de Bioinformatica, Biologia Molecular y Desarrollos Tecnologicos, Laboratorio de Investigacion y Desarrollo, Facultad de Ciencias e Ingenieria, Universidad Peruana Cayetano Heredia, Lima, Peru.
Ricardo ZavaletaLaboratorio de Bioinformatica, Biologia Molecular y Desarrollos Tecnologicos, Laboratorio de Investigacion y Desarrollo, Facultad de Ciencias e Ingenieria, Universidad Peruana Cayetano Heredia, Lima, Peru.
Alejandro DiosesInstituto Psicopedagógico EOS Peru, Lima, Peru.
Sassan NoazinDepartment of International Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA.
Michael PowersYale Child Study Center, Yale University School of Medicine, New Haven, CT, USA.
Robert H GilmanDepartment of International Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA.
Avid Roman-GonzalezImage Processing Research Laboratory (INTI-Lab), Universidad de Ciencias y Humanidades, Lima, Peru.
Mirko ZimicLaboratorio de Bioinformatica, Biologia Molecular y Desarrollos Tecnologicos, Laboratorio de Investigacion y Desarrollo, Facultad de Ciencias e Ingenieria, Universidad Peruana Cayetano Heredia, Lima, Peru. mirko.zimic@upch.pe.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

purposeTraditional diagnostic methods for autism spectrum disorder (ASD) predominantly rely on behavioral scales, which can be less effective among young children. This delay in diagnosis impedes timely interventions crucial for improving developmental outcomes. Pupillometry, which measures the pupillary light reflex (PLR), serves as a promising technique to address these challenges. It has the potential to provide biological insights into the central nervous system's functioning, indirectly revealing potential ASD risk.

methodsThis pilot proof-of-concept study assessed the PLR in 30 children aged 2-5, including 14 diagnosed with ASD (3 females) and 16 typically developing (TD) peers (10 females). The Modified Checklist for Autism in Toddlers (M-CHAT) and the Autism Diagnostic Observation Schedule-2 (ADOS-2) examinations complemented the PLR evaluations to confirm ASD diagnoses. Pupillary responses were recorded through 5 s video captures, emphasizing the measurement of contraction degree, latency, and time to maximum contraction.

resultsQuantitative analysis demonstrated a significantly greater degree of pupillary constriction in ASD than TD children, while shorter latency and constriction time showed trend-level differences. An exploratory logistic regression model demonstrated promising in-sample discrimination between ASD and TD children (sensitivity 93%, specificity 86%, AUC 0.93); however, these estimates were obtained without external validation or cross-validation.

conclusionPupillometry has the potential to become a method for early ASD detection. Its minimal requirement for child cooperation, low operational costs and ease of use, favors this technique as a tool for early screening and intervention in young children, particularly beneficial in resource-limited settings where traditional diagnostic facilities are scarce.

Indexed as

Autism spectrum disorder screeningPupillary light reflexPupillometry

Identifiers

PMID42886447

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