Evidence map›Paper›PMID 41832467›Full record

ArticleBMC ophthalmology2026

Two-stage diagnostic intervals in diabetic retinopathy and associated factors: a cross-sectional study.

Manling Lin, Guihua Zhang, Hanfu Wu, Yongqun Xiong, Xiaoling Xiao, Lixia Sun, Chuhua Zhang

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Article in BMC ophthalmology, 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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1 · What the graph read from it

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4 · The record

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5 · Who and what money

Authors and funding

7 authors.

Manling LinJoint Shantou International Eye Center of Shantou University and the Chinese University of Hong Kong, Guangdong Engineering Technology Research Center of Precision Treatment for Ocular Diseases, Guangdong Engineering Research Center of Intelligent Diagnosis and Treatment for Ocular Diseases, Shantou Key Laboratory of Ocular Disease Prevention, Treatment, and Research, Shantou, , Guangdong, 515041, China.
Guihua ZhangJoint Shantou International Eye Center of Shantou University and the Chinese University of Hong Kong, Guangdong Engineering Technology Research Center of Precision Treatment for Ocular Diseases, Guangdong Engineering Research Center of Intelligent Diagnosis and Treatment for Ocular Diseases, Shantou Key Laboratory of Ocular Disease Prevention, Treatment, and Research, Shantou, , Guangdong, 515041, China.
Hanfu WuJoint Shantou International Eye Center of Shantou University and the Chinese University of Hong Kong, Guangdong Engineering Technology Research Center of Precision Treatment for Ocular Diseases, Guangdong Engineering Research Center of Intelligent Diagnosis and Treatment for Ocular Diseases, Shantou Key Laboratory of Ocular Disease Prevention, Treatment, and Research, Shantou, , Guangdong, 515041, China.
Yongqun XiongJoint Shantou International Eye Center of Shantou University and the Chinese University of Hong Kong, Guangdong Engineering Technology Research Center of Precision Treatment for Ocular Diseases, Guangdong Engineering Research Center of Intelligent Diagnosis and Treatment for Ocular Diseases, Shantou Key Laboratory of Ocular Disease Prevention, Treatment, and Research, Shantou, , Guangdong, 515041, China.
Xiaoling XiaoJoint Shantou International Eye Center of Shantou University and the Chinese University of Hong Kong, Guangdong Engineering Technology Research Center of Precision Treatment for Ocular Diseases, Guangdong Engineering Research Center of Intelligent Diagnosis and Treatment for Ocular Diseases, Shantou Key Laboratory of Ocular Disease Prevention, Treatment, and Research, Shantou, , Guangdong, 515041, China.
Lixia SunJoint Shantou International Eye Center of Shantou University and the Chinese University of Hong Kong, Guangdong Engineering Technology Research Center of Precision Treatment for Ocular Diseases, Guangdong Engineering Research Center of Intelligent Diagnosis and Treatment for Ocular Diseases, Shantou Key Laboratory of Ocular Disease Prevention, Treatment, and Research, Shantou, , Guangdong, 515041, China. slx@jsiec.org.
Chuhua ZhangJoint Shantou International Eye Center of Shantou University and the Chinese University of Hong Kong, Guangdong Engineering Technology Research Center of Precision Treatment for Ocular Diseases, Guangdong Engineering Research Center of Intelligent Diagnosis and Treatment for Ocular Diseases, Shantou Key Laboratory of Ocular Disease Prevention, Treatment, and Research, Shantou, , Guangdong, 515041, China. zch@jsiec.org.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

objectiveTo characterize two stage-specific diagnostic intervals in diabetic retinopathy (DR) and examine factors associated with each stage.

methodsIn this cross-sectional study, 283 patients newly diagnosed with DR were enrolled. We evaluated two intervals: Phase 1, from diabetes diagnosis to ocular symptom onset (pre-symptomatic interval), and Phase 2, from symptom onset to first DR diagnosis (symptom-to-diagnosis interval). We grouped Phase 1 as < 10 years versus ≥ 10 years and Phase 2 as ≤ 6 months versus > 6 months. Candidate variables were assessed in univariate analyses and entered into multivariable logistic regression as appropriate.

resultsOverall, 62.5% of patients had a Phase 1 interval of ≥ 10 years, and 69.6% received a DR diagnosis within ≤ 6 months after symptom onset (Phase 2). In multivariable analyses, the Phase 1 interval category was independently associated with right-eye logMAR BCVA at diagnosis, HbA1c at diagnosis, DR stage, age at diabetes onset, and occupation. A longer Phase 2 interval (> 6 months) was associated with poorer self-perceived visual function and living with adult children rather than a spouse.

conclusionFactors associated with the two diagnostic intervals differed across stages, supporting a stage-specific interpretation of the DR diagnostic pathway. Phase 1 was primarily associated with clinical characteristics at diagnosis, whereas Phase 2 was more closely associated with patient-reported visual function and family context. These findings highlight the importance of proactive retinal screening before symptom onset and suggest that optimizing referral pathways and family-supported healthcare seeking may facilitate earlier diagnosis after symptoms emerge.

Indexed as

Diabetic RetinopathyAdultAgedCross-Sectional StudiesFemaleGlycated HemoglobinHumansMaleMiddle AgedTime FactorsVisual AcuityGlycated HemoglobinDiabetic retinopathyDiagnostic intervalfamily contextHealthcare seekingStage-specific analysisVisual function

Identifiers

PMID41832467
PMCPMC13001247

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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 OpenQuestion graph.