Evidence map›Paper›PMID 42749349›Full record

ArticleBMJ open ophthalmology2026

Role of systemic hypoxia in the progression of diabetic retinopathy: a propensity-matched retrospective cohort study.

Luqman Munir, Meltem Yashar, Kathlyn Kim, Ayan Vaishnav, Yannis M Paulus

Abstract read
In one paragraph

Article in BMJ open 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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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

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

5 authors.

Luqman MunirDepartment of Ophthalmology, The Johns Hopkins Wilmer Eye Institute, Baltimore, Maryland, USA.ORCID http://orcid.org/0009-0003-4743-7226
Meltem YasharDepartment of Ophthalmology, The Johns Hopkins Wilmer Eye Institute, Baltimore, Maryland, USA.ORCID http://orcid.org/0000-0003-4325-3430
Kathlyn KimDepartment of Ophthalmology, The Johns Hopkins Wilmer Eye Institute, Baltimore, Maryland, USA.
Ayan VaishnavDepartment of Ophthalmology, The Johns Hopkins Wilmer Eye Institute, Baltimore, Maryland, USA.
Yannis M PaulusDepartment of Ophthalmology, The Johns Hopkins Wilmer Eye Institute, Baltimore, Maryland, USA ypaulus1@jh.edu.

Funding

Multimodal Molecular Imaging of Choroidal NeovascularizationR01EY034325 · NEI · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI Yannis Mantas Paulus, XUEDING WANG · 2023 to 2026
$2.5M
Development of Nanoneedle Array for Painless and Long-Term Sustained Intraocular Drug DeliveryR01EY033000 · NEI · PURDUE UNIVERSITY · PI LEE, CHI HWAN, PAULUS, YANNIS MANTAS · 2021 to 2025
$1.9M
NEI NIH HHS R01 EY033000NEI NIH HHS R01 EY034325
6 · The paper itself

Abstract

objectiveThis study aims to assess the association between systemic hypoxia and progression from non-proliferative diabetic retinopathy (NPDR) to proliferative diabetic retinopathy (PDR) and vision-threatening outcomes. METHODS AND ANALYSIS: This retrospective cohort study used the TriNetX Network to identify adults with NPDR with no prior PDR. Systemic hypoxia was defined using International Classification of Diseases 10th revision (ICD-10) codes for anaemia, obstructive sleep apnoea, chronic respiratory failure, chronic obstructive pulmonary disease, pulmonary hypertension or interstitial lung disease. Both cohorts were propensity score-matched. The primary outcome was progression to PDR. Secondary outcomes included vitreous haemorrhage, tractional retinal detachment, legal blindness, diabetic macular oedema and therapeutic interventions. Time-to-event analyses were performed using Cox proportional hazards models, and 5-year cumulative incidence was assessed using Kaplan-Meier analysis.

resultsAfter matching, 92 454 patients were included in each cohort with well-balanced baseline characteristics (all standardised mean differences <0.1). Systemic hypoxia was associated with increased risk of PDR progression (HR 1.24; 95% CI 1.18 to 1.31; p<0.001). 5-year cumulative PDR incidence was higher in the hypoxia cohort (4.2% vs 2.6%; risk ratio 1.63). Patients with systemic hypoxia also had higher risks of vitreous haemorrhage, tractional retinal detachment, blindness and increased utilisation of panretinal photocoagulation and pars plana vitrectomy. Subgroup analyses identified anaemia as the primary driver of PDR progression, whereas respiratory aetiologies were not independently associated after matching.

conclusionsSystemic hypoxia, a diagnosis-code-based composite in which anaemia-associated phenotypes showed the strongest association, is associated with accelerated PDR progression and near-doubled legal blindness risk. Anaemia screening may offer an opportunity to reduce vision-threatening complications in diabetic patients. These findings are hypothesis-generating and warrant prospective validation before informing screening pathways, given the retrospective design and absence of measured oxygen saturation, haemoglobin and glycaemic data.

Indexed as

Diabetic RetinopathyHypoxiaVisual AcuityAgedDisease ProgressionFemaleHumansIncidenceMaleMiddle AgedPropensity ScoreRetrospective StudiesRisk FactorsRetina

Identifiers

PMID42749349
PMCPMC13583802

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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.