Evidence map›Paper›PMID 38735641›Full record

Observational studyOphthalmology. Retina2024

Comparative Effectiveness of Glucagon-Like Peptide-1 Receptor Agonists, Sodium-Glucose Cotransporter 2 Inhibitors, Dipeptidyl Peptidase-4 Inhibitors, and Sulfonylureas for Sight-Threatening Diabetic Retinopathy.

Andrew J Barkmeier, Jeph Herrin, Kavya Sindhu Swarna, Yihong Deng, Eric C Polley, Guillermo E Umpierrez, Rodolfo J Galindo, Joseph S Ross, Mindy M Mickelson, Rozalina G McCoy

Abstract readObservational StudyComparative StudyMulticenter Study
In one paragraph

Observational study in Ophthalmology. Retina, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
10citing papers in PubMed, 1 pooled it
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

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

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

10 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. Glucagon-like peptide-1 receptor agonists and diabetic retinopathy: a systematic review of diabetic retinopathy outcomes.Graefe's archive for clinical and experimental ophthalmology = Albrecht von Graefes Archiv fur klinische und experimentelle Ophthalmologie · 2026
    Review
  3. Observational
  4. Article
  5. Review
  6. Left ventricular remodeling and diastolic dysfunction predict cognitive decline in older adults.Alzheimer's & dementia : the journal of the Alzheimer's Association · 2026
    Article
  7. Semaglutide and diabetic retinopathy: an OHDSI network study.BMJ open diabetes research & care · 2025 · on this map
    Observational
  8. Article
  9. Article
  10. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

10 authors.

Andrew J BarkmeierDepartment of Ophthalmology, Mayo Clinic, Rochester, Minnesota. Electronic address: barkmeier.andrew@mayo.edu.
Jeph HerrinDepartment of Internal Medicine, Yale School of Medicine, New Haven, Connecticut.
Kavya Sindhu SwarnaMayo Clinic Robert D. and Patricia E. Kern Center for the Science of Health Care Delivery, Rochester, Minnesota; OptumLabs, Eden Prairie, Minnesota.
Yihong DengMayo Clinic Robert D. and Patricia E. Kern Center for the Science of Health Care Delivery, Rochester, Minnesota; OptumLabs, Eden Prairie, Minnesota.
Eric C PolleyDepartment of Public Health Sciences, the University of Chicago, Chicago, Illinois.
Guillermo E UmpierrezDivision of Endocrinology, Department of Medicine, Emory University School of Medicine, Atlanta, Georgia.
Rodolfo J GalindoDivision of Endocrinology, Department of Medicine, University of Miami Miller School of Medicine, Miami, Florida.
Joseph S RossDepartment of Internal Medicine, Yale School of Medicine, New Haven, Connecticut; Department of Health Policy and Management, Yale School of Public Health, New Haven, Connecticut.
Mindy M MickelsonMayo Clinic Robert D. and Patricia E. Kern Center for the Science of Health Care Delivery, Rochester, Minnesota.
Rozalina G McCoyOptumLabs, Eden Prairie, Minnesota; Division of Endocrinology, Diabetes and Nutrition, Department of Medicine, University of Maryland School of Medicine, Baltimore, Maryland; Department of Epidemiology and Public Health, University of Maryland School of Medicine, Baltimore, Maryland; University of Maryland Institute for Health Computing, Bethesda, Maryland.

Funding

Translational Research Core - Engagement and Behavior ChangeP30DK111024 · NIDDK · EMORY UNIVERSITY · PI Mohammed Kumail Ali · 2016 to 2026
$13.4M
Use of Continuous Glucose Monitoring (CGM) in End-Stage Renal Disease(ESRD) Patients with Type 2 DiabetesK23DK123384 · NIDDK · UNIVERSITY OF MIAMI SCHOOL OF MEDICINE · PI GALINDO, RODOLFO · 2020 to 2024
$934k
Pharmaco-epidemiology of diabetes in patients with end-stage kidney diseaseR03DK138255 · NIDDK · UNIVERSITY OF MIAMI SCHOOL OF MEDICINE · PI GALINDO, RODOLFO · 2024 to 2025
$230k
NIDDK NIH HHS K23 DK123384NIDDK NIH HHS P30 DK111024NIDDK NIH HHS R03 DK138255
6 · The paper itself

Abstract

objectiveTo investigate whether the choice of glucose-lowering agent for type 2 diabetes (T2D) impacts a patient's risk of developing sight-threatening diabetic retinopathy complications.

designRetrospective observational database study emulating an idealized target trial. SUBJECTS: Adult (≥21 years) enrollees in United States commercial, Medicare Advantage, and Medicare fee-for-service plans from January 1, 2014, to December 31, 2021, with T2D and moderate cardiovascular disease (CVD) risk who had no baseline history of advanced diabetic retinal complications, initiating treatment with glucagon-like peptide-1 receptor agonists (GLP-1 RA), sodium-glucose cotransporter 2 inhibitors (SGLT2i), dipeptidyl peptidase-4 inhibitors (DPP-4i), and sulfonylureas.

methodsWe used inverse propensity scoring weights in time-to-event Cox proportional hazards models.

main outcome measuresTreatment for either diabetic macular edema or proliferative diabetic retinopathy.

resultsThe final study population included 371 698 patients, of whom 42 265 initiated GLP-1 RA, 53 476 initiated SGLT2i, 78 444 initiated DPP-4i, and 197 513 initiated sulfonylurea agents. The probability of treatment for sight-threatening retinopathy within 2 and 5 years was 0.3% and 0.7% for patients initiating SGLT2i (median follow-up 830 [interquartile range (IQR), 343-1401] days), 0.4% and 1.0% for GLP-1 RA (669 [IQR, 256-1167] days), 0.4% and 0.9% for DPP-4i (1263 [IQR, 688-1938] days), and 0.5% and 1.2% for sulfonylurea (1223 [IQR, 662-1879] days). Sodium-glucose cotransporter 2 inhibitors use was associated with a lower risk of treatment for sight-threatening retinopathy compared with all other medication classes, including GLP-1 RA (hazard ratio [HR], 0.73; 95% confidence interval [CI], 0.55-0.97), DPP-4i (HR, 0.79; 95% CI, 0.64-0.97), and sulfonylurea (HR, 0.61; 95% CI, 0.50-0.74). Glucagon-like peptide-1 receptor agonists use was associated with a similar risk of sight-threatening retinopathy as DPP-4i (HR, 1.07; 95% CI, 0.85-1.35) and sulfonylurea (HR, 0.83; 95% CI, 0.67-1.03).

conclusionsSodium-glucose cotransporter 2 inhibitors use was associated with a lower risk of sight-threatening diabetic retinopathy among adults with T2D and moderate CVD risk compared with other glucose-lowering therapies. Glucagon-like peptide-1 receptor agonists do not confer increased retinal risk, relative to DPP-4i and sulfonylurea medications. FINANCIAL DISCLOSURE(S): Proprietary or commercial disclosure may be found in the Footnotes and Disclosures at the end of this article.

Indexed as

Diabetes Mellitus, Type 2Diabetic RetinopathyDipeptidyl-Peptidase IV InhibitorsGlucagon-Like Peptide-1 Receptor AgonistsSodium-Glucose Transporter 2 InhibitorsSulfonylurea CompoundsAdultBlood GlucoseFemaleFollow-Up StudiesHumansHypoglycemic AgentsMaleRetrospective StudiesTreatment OutcomeUnited StatesBlood GlucoseDipeptidyl-Peptidase IV InhibitorsGlucagon-Like Peptide-1 Receptor AgonistsHypoglycemic AgentsSodium-Glucose Transporter 2 InhibitorsSulfonylurea CompoundsDiabetic macular edemaDiabetic retinopathyGLP-1 RAProliferative diabetic retinopathySGLT2i

Identifiers

PMID38735641
PMCPMC12233001

What OpenQuestion holds

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Registered trials

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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.