Evidence map›Paper›PMID 42499642›Full record

ArticleHealth care science2026

Diabetic Retinopathy in Primary Healthcare in a Brazilian Municipality: A Cross-Sectional Study Using Teleophthalmology.

Lorrana Luysse Dos Anjos Assis, Fernando Korn Malerbi, Rosiane Chiaroti, Lívia Maria Ferrante Vizzotto Consoli, Vanessa Patrícia Pereira Motozo, Francisco Barbosa-Junior, Rinaldo Eduardo Machado de Oliveira

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Article in Health care science, 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

What it found

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2 · The registry

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

7 authors.

Lorrana Luysse Dos Anjos AssisRibeirão Preto Medical School University of São Paulo Ribeirão Preto São Paulo Brazil.ORCID https://orcid.org/0000-0003-0540-5106
Fernando Korn MalerbiDepartment of Ophthalmology and Visual Sciences São Paulo Brazil.ORCID https://orcid.org/0000-0002-6523-5172
Rosiane ChiarotiRibeirão Preto Medical School University of São Paulo Ribeirão Preto São Paulo Brazil.ORCID https://orcid.org/0009-0000-9449-0001
Lívia Maria Ferrante Vizzotto ConsoliRibeirão Preto Medical School University of São Paulo Ribeirão Preto São Paulo Brazil.ORCID https://orcid.org/0000-0003-0558-7608
Vanessa Patrícia Pereira MotozoRibeirão Preto Medical School University of São Paulo Ribeirão Preto São Paulo Brazil.ORCID https://orcid.org/0000-0003-3853-270X
Francisco Barbosa-JuniorRibeirão Preto Medical School University of São Paulo Ribeirão Preto São Paulo Brazil.ORCID https://orcid.org/0000-0003-4596-1094
Rinaldo Eduardo Machado de OliveiraRibeirão Preto Medical School University of São Paulo Ribeirão Preto São Paulo Brazil.ORCID https://orcid.org/0000-0003-1684-1456

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Diabetic retinopathy is a complication of diabetes and the leading cause of irreversible blindness in people of working age. This study aims to estimate the prevalence of diabetic retinopathy among individuals taking insulin who attend the primary healthcare in the municipality of Jardinópolis, state of São Paulo, Brazil. Methods: This is a cross-sectional study with a sample of 152 participants, in which data collection occurred in March 2023 by means of interviews, laboratory exams and fundoscopy with a portable retinal camera mounted onto a device attached to a smartphone. The captured images were automatically analysed by means of deep learning algorithms for grading retinal alterations, as well as diabetic retinopathy. Results: The prevalence of diabetic retinopathy was estimated to be 28.3% (95% CI 21.1-35.4), with most of the cases corresponding to mild non-proliferative diabetic retinopathy (65.1%). No association was found between diabetic retinopathy and the variables investigated. Concordance test between self-reported and diagnosed diabetic retinopathy showed a Kappa coefficient of 0.30 (95% CI, 0.13-0.47), in which 16.5% of the participants reported having no diabetic retinopathy despite being diagnosed as having it. However, 9.9% of the participants self-reporting having diabetic retinopathy were not diagnosed with it. Conclusions: The prevalence of diabetic retinopathy is within the national range. The lack of knowledge on the diagnosis of diabetic retinopathy and aspects related to such a complication of diabetes was found to be worrying. Therefore, one highlights the importance of primary healthcare programmes in promoting integral care to people with diabetes, including ocular health.

Indexed as

diabetes complicationsdiabetes mellitusdigital healthhealth surveysophthalmologypublic healthtelemedicine

Identifiers

PMID42499642
PMCPMC13398352

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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.