ArticleJAMA network open2023
Evaluation of Out-of-Pocket Costs and Treatment Intensification With an SGLT2 Inhibitor or GLP-1 RA in Patients With Type 2 Diabetes and Cardiovascular Disease.
Article in JAMA network open, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 43 papers.
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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.
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Who cites it
43 citing papers in PubMed, 59 citations in OpenAlex.
- Using real-world data to predict findings of an ongoing phase IV trial: glycemic control of semaglutide versus standard of care.BMJ open diabetes research & care · 2025Trial
- Body Composition Differentiates Prediabetes Phenotype Clusters in the Diabetes Prevention Program Study.The Journal of clinical endocrinology and metabolism · 2025Trial
- Trends in annual medication possession in older adults with type 2 diabetes.Journal of managed care & specialty pharmacy · 2026Article
- Temporal Trends and Disparities in Type 2 Diabetes Mellitus and Congestive Heart Failure Mortality in the United States From 1999-2020: A CDC WONDER Analysis.Health science reports · 2026Article
- Racial and Ethnic Disparities in Medication Adherence Among Medicare Advantage Enrollees With Diabetes.JAMA network open · 2026Article
- Trends in GLP-1 Receptor Agonist and SGLT2-Inhibitor Utilization and Expenditure Between 2017-2023: Demographic, Income, and Insurance Associations.Journal of general internal medicine · 2026Article
- Article
- Association of SGLT2 Inhibitor With Stroke in Type 2 Diabetes With Diabetic Retinopathy: A Multicenter Electronic Health Record Data Study.Diabetes, obesity & metabolism · 2026Article
- GLP-1 receptor agonists as multisystem therapies: from glycemic control to cardiorenal, neuroimmune, and metabolic disease.Diabetology & metabolic syndrome · 2026Review
- Cardiometabolic 2.0: Redefining Cardiovascular Prevention Through SGLT-2 Inhibitors and GLP-1 Receptor Agonists.Life (Basel, Switzerland) · 2026Review
- Risk stratification using coronary artery calcium and potential benefit of semaglutide therapy: A cost-effectiveness modelling study.Diabetes, obesity & metabolism · 2026Article
- The use of GLP-1 receptor agonists and co-agonists in adults without diabetes: a systematic review and network meta-analysis protocol.Systematic reviews · 2026Article
- From global guidelines for cardio-kidney-metabolic diseases management to national implementation: perspectives from the guideline workshop taskforce.Cardiovascular diabetology · 2026Article
- Comparative Effectiveness of Current Glucose-lowering Medications in Type 2 Diabetes Mellitus: Emulation of a Modified GRADE Trial.Journal of general internal medicine · 2026Article
- Auditable large language model curation of clinical notes refines glucagon-like peptide-1 initiation, persistence ascertainment, and compounding use beyond prescription records.Biology methods & protocols · 2026Article
- Estimating the excess expenditures associated with glucagon-like peptide-1 receptor agonist use among adults with diabetes in the United States.Journal of managed care & specialty pharmacy · 2026Article
- Metformin-Enhanced Digital Therapeutics for the Affordable Primary Prevention of Diabetes and Cardiovascular Diseases: Advancing Low-Cost Solutions for Lifestyle-Related Chronic Disorders.Healthcare (Basel, Switzerland) · 2025Article
- Differences in GLP-1 RA medication adherence across place-based variables in patients with diabetes living in Wisconsin.Journal of managed care & specialty pharmacy · 2025Article
- Complementary Yet Distinct Roles of GLP-1 Receptor Agonists and SGLT2 Inhibitors in Cardiovascular Risk Reduction.Biomedicines · 2025Review
- Adherence to GLP-1 receptor agonists and SGLT2 inhibitors by out-of-pocket spending among Medicare beneficiaries with diabetes.Diabetes, obesity & metabolism · 2025Article
Corrections and comments
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Authors and funding
7 authors at 3 institutions in 1 country.
Funding
Abstract
Importance: The latest guidelines continue to recommend sodium-glucose cotransporter 2 (SGLT2) inhibitors and glucagon-like peptide-1 receptor agonists (GLP-1 RAs) for patients with type 2 diabetes (T2D) and established cardiovascular disease (CVD). Despite this, overall use of these 2 drug classes has been suboptimal. Objective: To assess the association of high out-of-pocket (OOP) costs and the initiation of an SGLT2 inhibitor or GLP-1 RA among adults with T2D and established CVD who are treated with metformin-treated. Design, Setting, and Participants: This retrospective cohort study used 2017 to 2021 data from the Optum deidentified Clinformatics Data Mart Database. Each individual in the cohort was categorized into quartiles of OOP costs for a 1-month supply of SGLT2 inhibitor and GLP-1 RA based on their health plan assignment. Data were analyzed from April 2021 to October 2022. Exposures: OOP cost for SGLT2 inhibitors and GLP-1 RA. Main Outcomes and Measures: The primary outcome was treatment intensification, defined as a new dispensing (ie, initiation) of either an SGLT2 inhibitor or GLP-1 RA, among patients with T2D previously treated with metformin monotherapy. For each drug class separately, Cox proportional hazards models were used to adjust for demographic, clinical, plan, clinician, and laboratory characteristics to estimate the hazard ratios of treatment intensification comparing the highest vs the lowest quartile of OOP costs. Results: Our cohort included 80 807 adult patients (mean [SD] age, 72 [9.5] years, 45 129 [55.8%] male; 71 128 [88%] were insured with Medicare Advantage) with T2D and established CVD on metformin monotherapy. Patients were followed for a median (IQR) of 1080 days (528 to 1337). The mean (SD) of OOP costs in the highest vs lowest quartile was $118 [32] vs $25 [12] for GLP-1 RA, and $91 [25] vs $23 [9] for SGLT2 inhibitors. Compared with patients in plans with the lowest quartile (Q1) of OOP costs, patients in plans with the highest quartile (Q4) of costs were less likely to initiate a GLP-1 RA (adjusted HR, 0.87 [95% CI, 0.78 to 0.97]) or an SGLT2 inhibitor (adjusted HR, 0.80 [95% CI, 0.73 to 0.88]). The median (IQR) number of days to initiating a GLP-1 RA was 481 (207-820) days in Q1 and 556 (237-917) days in Q4 of OOP costs and 520 (193-876) days in Q1 vs 685 (309-1017) days in Q4 for SGLT2 inhibitors. Conclusions and Relevance: In this cohort study of more than 80 000 older adults with T2D and established CVD covered by Medicare Advantage and commercial plans, those in the highest quartile of OOP cost were 13% and 20% less likely to initiate a GLP-1 RA or SGLT2 inhibitor, respectively, when compared with those in the lowest quartile of OOP costs.
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