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Big Data on Climatic and Environmental Parameters Associated with Acute Ocular Surface Symptoms and Therapeutic Assessment: Eye Drops Sales, Google Trends and Environmental Changes

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Autor(es):
Ferraz, Felipe Barbosa Galvao Azzem ; Marzola, Mateus Maia ; Fantucci, Marina Zilio ; Murashima, Adriana de Andrade Batista ; Cintra, Beatriz Carneiro ; Garcia, Denny Marcos ; Rocha, Eduardo Melani
Número total de Autores: 7
Tipo de documento: Artigo Científico
Fonte: VISION; v. 9, n. 4, p. 14-pg., 2025-11-28.
Resumo

Ocular surface (OS) and dry eye (DE) symptoms are frequent ophthalmic complaints influenced by climate and pollution related with acute and chronic ocular surface symptoms. This study assessed their association with environmental conditions in S & atilde;o Paulo metropolitan area (2016-2020), including air temperature, humidity, atmospheric pressure, ozone (O-3), particulate matter (PM), using IQVIA eye drop sales data and Google search trends. Sympathomimetic decongestant sales correlated with higher temperature (r = 0.434, p = 0.0021), UV radiation (r = 0.643, p < 0.0001), and ozone (r = 0.491, p = 0.0004). Artificial tears and lubricants correlated with ozone (r = 0.452, p = 0.0012) and with searches for "red eye" (r = 0.505, p = 0.0005) and "stye" (r = 0.599, p < 0.0001). To address multicollinearity, Principal Component Analysis (PCA) was applied, with the first two components (PC1 and PC2) explaining 87.3% of variance. Regression models using these components were significant for decongestant sales and "stye" searches. Eye drop sales and search trends thus emerge as potential indicators of OS and DE symptoms, reflecting environmental conditions and informing prevention strategies. (AU)

Processo FAPESP: 15/07249-0 - Condição de saúde bucal de pacientes com Síndrome de Sjögren
Beneficiário:Vanessa Tonetto Marques
Modalidade de apoio: Bolsas no Brasil - Iniciação Científica
Processo FAPESP: 14/22451-7 - Sistemas de liberação sustentada e direcionada de fármacos para o tecido epitelial
Beneficiário:Renata Fonseca Vianna Lopez
Modalidade de apoio: Auxílio à Pesquisa - Temático