Role of retinal biomarkers in diabetes detection and risk prediction: a systematic scoping review

Published

2026

Audience

Therapeutic Area

Content Type

AI Generated Summary*

A PRISMA-ScR scoping review mapped retinal biomarkers linked to type 2 diabetes in adults with a normoglycemic comparison group. Seven databases yielded 34 eligible studies, 27 cross-sectional and 7 longitudinal, published from 2002 onward; 18 involved White and 15 Asian participants. Wider arteriolar caliber appeared in 13 of 29 caliber studies and wider venular caliber in 9. In longitudinal work, arteriolar narrowing predicted incident disease in 3 of 7 studies, mainly in White cohorts. Tortuosity was raised in 7 of 10 cross-sectional studies, while fractal dimension results were mixed and arteriole-to-venule ratio was inconsistent. Only seven studies used AI, mostly segmentation and six of them from China.

*This summary was generated by AI and is published unedited. Oku does not alter these summaries. It may contain errors or omissions and is provided for general informational purposes only. Oku does not guarantee its accuracy, completeness, or reliability. For authoritative information, please refer to the original, peer-reviewed article.

At a glance

Authors
Soujanya Kaup; Sowrabha Bhat; Erin E. Reardon; Vijayaraghavan Prathiba; Ramachandran Rajalakshmi; Rodrigo M. Carrillo-Larco; Ram Jagannathan; Ranjit Mohan Anjana; Mohammed K. Ali; Viswanathan Mohan; Sudeshna Sil Kar; Anant Madabhushi; Mary Beth Weber; K. M. Venkat Narayan
Publication
Diabetes & Metabolic Syndrome: Clinical Research & Reviews
Keywords
Retinal Biomarkers; Type 2 Diabetes Mellitus; Oculomics; Artificial Intelligence; Retinal Vessel Caliber; Risk Prediction; Early Diagnosis; Systematic Scoping Review
Year
2026
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