Evidence mapPaperPMID 42404347Full record

ArticleFrontiers in endocrinology2026

Albuminuria, but not eGFR, tracks diabetic retinopathy severity and retinal ischemia: population-based discovery, clinical replication, and OCTA evidence.

Xiaojing Zha, Yizheng Zhang, Yuqi Ren, Zhiyong Meng, Chenming Zhang

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Article in Frontiers in endocrinology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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5 authors.

Xiaojing Zha *Department of Ophthalmology, Shaowu Municipal Hospital, Shaowu, Fujian, China.
Yizheng Zhang *Department of Oncology, Shengli Clinical Medical College of Fujian Medical University, Fujian Provincial Hospital, Fuzhou University Affiliated Provincial Hospital, Fuzhou, China.
Yuqi RenDepartment of Ophthalmology, Shaowu Municipal Hospital, Shaowu, Fujian, China.
Zhiyong MengDepartment of Ophthalmology, Shaowu Municipal Hospital, Shaowu, Fujian, China.
Chenming ZhangDepartment of Ophthalmology, Shaowu Municipal Hospital, Shaowu, Fujian, China.

Funding

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6 · The paper itself

Abstract

Background: We investigated whether albuminuria is more consistently associated with diabetic retinopathy (DR) severity than estimated glomerular filtration rate (eGFR) and whether it corresponds to an ischemic retinal phenotype on optical coherence tomography angiography (OCTA). Methods: This two-part cross-sectional study first analyzed 949 adults with diabetes from the National Health and Nutrition Examination Survey (NHANES) to evaluate the associations of albumin-to-creatinine ratio (ACR) and eGFR with the DR outcomes. An independent single-center cohort of 168 adults with type 2 diabetes, including a nested 134-participant OCTA subset, was then used to examine the associations of urine ACR (UACR) and eGFR with the clinical DR endpoints and retinal perfusion metrics. Results: In the NHANES, each doubling of ACR was independently associated with higher odds of AnyDR and SevereDR, with stronger association for SevereDR (odds ratio, OR = 1.30), whereas eGFR showed no independent association. In the clinical cohort, each doubling of UACR was associated with higher odds of moderate-or-worse DR and vision-threatening diabetic retinopathy (VTDR) (OR = 2.86 and 2.70, respectively), while eGFR remained non-significant. In the OCTA subset, a higher UACR was associated with greater widefield non-perfusion and lower macular perfusion density, whereas eGFR was not associated with either OCTA endpoint. Conclusions: Across the studied cohorts, albuminuria was consistently associated with more severe DR and an ischemic OCTA phenotype, whereas eGFR did not show an independent association within the observed kidney function range. Spot urine ACR testing may serve as a practical biomarker for stratifying retinal microvascular ischemia risk.

Indexed as

AlbuminuriaDiabetes Mellitus, Type 2Diabetic RetinopathyGlomerular Filtration RateIschemiaTomography, Optical CoherenceAgedCross-Sectional StudiesFemaleHumansMaleMiddle AgedNutrition SurveysSeverity of Illness Indexalbuminuriadiabetic retinopathyeGFRNHANESOCTAurine albumin-to-creatinine ratio

Identifiers

PMID42404347
PMCPMC13327914

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.