A novel eye-tracking oculomotor score correlates with excessive daytime sleepiness and motor progression in Parkinson’s disease

Parkinson’s disease (PD) progression involves complex interactions between motor and non-motor systems. Oculomotor (OCM) deficits are a known feature, but current eye-tracking metrics are often fragmented. Excessive daytime sleepiness (EDS) is a prevalent non-motor symptom, yet its relationship with OCM function remains unexplored. Therefore, this study developed a novel global OCM score as a potential sensitive correlate of PD severity and to investigate its association with EDS. In this cross-sectional study, the OCM score integrated saccadic and gaze stability metrics. Participants - PD patients ( n = 44, Hoehn & Yahr stages 1–3) and age-matched controls ( n = 21) - underwent assessment with the Epworth Sleepiness Scale (ESS) and motor scales during ON-medication states. Strong interocular consistency was found, but PD patients showed significantly lower OCM scores versus controls. Scores showed severity-dependent deterioration: 92% of controls maintained scores ≥ 50, versus only 26% of PD patients, while 40% of PD patients scored < 50. A strong negative correlation existed with H&Y-M stage ( r =-0.66; P < 0.0001). Paradoxically, a positive significant correlation ( r = 0.28; P = 0.02) was found between OCM scores and ESS in PD (higher scores with greater sleepiness), a relationship absent in controls. The OCM score shows promise as a potential indicator of motor impairment and warrants further investigation in longitudinal studies. Its association with EDS suggests a complex interaction between sleep-wake and OCM systems, potentially mediated by sleep deprivation-induced dopaminergic dysfunction. This score holds promise for objective monitoring, patient stratification, and elucidating motor/non-motor interplay in PD.

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Journal
Scientific Reports
Published
2026-10-14
DOI
https://doi.org/10.1038/s41598-026-74509-0
Primary Topic
Parkinson's Disease Mechanisms and Treatments
Type
article
Field-Weighted Citation Impact
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article

A novel eye-tracking oculomotor score correlates with excessive daytime sleepiness and motor progression in Parkinson’s disease

Eduardo Juliano Alberti, Laís Soares Rodrigues, Caroline Mazetto Mendes, Evellyn Mayla de Azevedo et al.
Scientific Reports
Parkinson's Disease Mechanisms and Treatments
article

A novel eye-tracking oculomotor score correlates with excessive daytime sleepiness and motor progression in Parkinson’s disease

Eduardo Juliano Alberti, Laís Soares Rodrigues, Caroline Mazetto Mendes, Evellyn Mayla de Azevedo, Renata Ramina Pessoa, Adriano Targa, Guilherme Eiji Yamaguto, Max Victor Peter Schramm, Marcelo M. S. Lima, Matheus Augusto Bernardi, William Ramires Sanches
article en

Abstract

Parkinson’s disease (PD) progression involves complex interactions between motor and non-motor systems. Oculomotor (OCM) deficits are a known feature, but current eye-tracking metrics are often fragmented. Excessive daytime sleepiness (EDS) is a prevalent non-motor symptom, yet its relationship with OCM function remains unexplored. Therefore, this study developed a novel global OCM score as a potential sensitive correlate of PD severity and to investigate its association with EDS. In this cross-sectional study, the OCM score integrated saccadic and gaze stability metrics. Participants - PD patients ( n = 44, Hoehn & Yahr stages 1–3) and age-matched controls ( n = 21) - underwent assessment with the Epworth Sleepiness Scale (ESS) and motor scales during ON-medication states. Strong interocular consistency was found, but PD patients showed significantly lower OCM scores versus controls. Scores showed severity-dependent deterioration: 92% of controls maintained scores ≥ 50, versus only 26% of PD patients, while 40% of PD patients scored < 50. A strong negative correlation existed with H&Y-M stage ( r =-0.66; P < 0.0001). Paradoxically, a positive significant correlation ( r = 0.28; P = 0.02) was found between OCM scores and ESS in PD (higher scores with greater sleepiness), a relationship absent in controls. The OCM score shows promise as a potential indicator of motor impairment and warrants further investigation in longitudinal studies. Its association with EDS suggests a complex interaction between sleep-wake and OCM systems, potentially mediated by sleep deprivation-induced dopaminergic dysfunction. This score holds promise for objective monitoring, patient stratification, and elucidating motor/non-motor interplay in PD.

Scientific Reports
Universidade Tecnológica Federal do Paraná (BR), Instituto de Salud Carlos III (ES), Hospital Universitari Arnau de Vilanova (ES), Centro de Investigación Biomédica en Red de Enfermedades Respiratorias (ES), Instituto de Tecnologia do Paraná (BR), Centro de Investigación Biomédica en Red (ES), Instituto de Investigación Biomédica de Lleida (ES), Universidade Federal do Paraná (BR), Universidade Positivo (BR)
European Commission, Coordenação de Aperfeiçoamento de Pessoal de Nível Superior, Ministério da Ciência, Tecnologia e Inovação, Conselho Nacional de Desenvolvimento Científico e Tecnológico, Financiadora de Estudos e Projetos, Instituto de Salud Carlos III
Good health and well-being
Openalex Percentile: Top 14%
Parkinson's Disease Mechanisms and Treatments
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