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.
Authors
- Eduardo Juliano Alberti (ORCID: https://orcid.org/0000-0003-4094-5212)
- Laís Soares Rodrigues (ORCID: https://orcid.org/0000-0002-7965-1361)
- Caroline Mazetto Mendes (ORCID: https://orcid.org/0000-0003-1661-320X)
- Evellyn Mayla de Azevedo (ORCID: https://orcid.org/0000-0002-1549-1098)
- Renata Ramina Pessoa (ORCID: https://orcid.org/0000-0002-0587-663X)
- Adriano Targa (ORCID: https://orcid.org/0000-0002-7577-7661)
- Guilherme Eiji Yamaguto (ORCID: https://orcid.org/0000-0002-1962-9648)
- Max Victor Peter Schramm (ORCID: https://orcid.org/0009-0006-9198-9150)
- Marcelo M. S. Lima (ORCID: https://orcid.org/0000-0001-9602-4880)
- Matheus Augusto Bernardi
- William Ramires Sanches
Institutions
- 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)
Publication Details
- 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
- 0.00
Funders
- 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