Association of Retinal Age Gap with Socioeconomic Deprivation: A Cross-Sectional Analysis of a Large Diverse Urban Cohort

PURPOSE: Socioeconomic deprivation is a profound determinant of health, driving systemic physiological dysregulation that may accelerate biological ageing. Retinal age gap (RAG) is a validated deep-learning-derived biomarker for accelerated ageing and systemic disease risk. This study investigates the relationship between socioeconomic deprivation and RAG in two large, distinct United Kingdom cohorts. METHODS: = 49,681) cohorts. Socioeconomic deprivation was defined using Townsend Index for UKB and Index of Multiple Deprivation (IMD) for AlzEye. RAG was generated from colour fundus photography using a pre-trained deep learning model. We applied linear regression modelling to examine associations between deprivation and RAG, sequentially adjusting for chronological age, sex, ethnicity, hypertension, and diabetes. RESULTS: = 0.82). CONCLUSIONS: Socioeconomic deprivation is associated with accelerated retinal ageing, although influenced by cohort characteristics and underlying health status. Signal attenuation in AlzEye suggests comorbidities may mediate impact of deprivation on retinal ageing. Longitudinal research is required to disentangle complex interplay, ensuring equitable utility of oculomic biomarkers in precision medicine.

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Publication Details

Journal
Ophthalmic Epidemiology
Published
2026-10-13
DOI
https://doi.org/10.1080/09286586.2026.2739999
Primary Topic
Retinal Diseases and Treatments
Type
article
Field-Weighted Citation Impact
0.00

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article

Association of Retinal Age Gap with Socioeconomic Deprivation: A Cross-Sectional Analysis of a Large Diverse Urban Cohort

Zongyuan Ge, Shubhank Shobhit Verma, Yujie Wang, Mingguang He et al.
Ophthalmic Epidemiology
Retinal Diseases and Treatments
article

Association of Retinal Age Gap with Socioeconomic Deprivation: A Cross-Sectional Analysis of a Large Diverse Urban Cohort

Zongyuan Ge, Shubhank Shobhit Verma, Yujie Wang, Mingguang He, Zhuoting Zhu, Jugnoo Rahi, Pearse A. Keane, Wenyi Hu, Yukun Zhou, Siegfried K. Wagner
article en

Abstract

PURPOSE: Socioeconomic deprivation is a profound determinant of health, driving systemic physiological dysregulation that may accelerate biological ageing. Retinal age gap (RAG) is a validated deep-learning-derived biomarker for accelerated ageing and systemic disease risk. This study investigates the relationship between socioeconomic deprivation and RAG in two large, distinct United Kingdom cohorts. METHODS: = 49,681) cohorts. Socioeconomic deprivation was defined using Townsend Index for UKB and Index of Multiple Deprivation (IMD) for AlzEye. RAG was generated from colour fundus photography using a pre-trained deep learning model. We applied linear regression modelling to examine associations between deprivation and RAG, sequentially adjusting for chronological age, sex, ethnicity, hypertension, and diabetes. RESULTS: = 0.82). CONCLUSIONS: Socioeconomic deprivation is associated with accelerated retinal ageing, although influenced by cohort characteristics and underlying health status. Signal attenuation in AlzEye suggests comorbidities may mediate impact of deprivation on retinal ageing. Longitudinal research is required to disentangle complex interplay, ensuring equitable utility of oculomic biomarkers in precision medicine.

Ophthalmic Epidemiology
Moorfields Eye Hospital NHS Foundation Trust (GB), Hong Kong Polytechnic University (HK), The University of Melbourne (AU), Queen Mary University of London (GB), University College London (GB), Monash University (AU)
Medical Research Council
Openalex Percentile: Top 9%
Retinal Diseases and Treatments
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