ArticleDiabetes care2021
Second-Line Therapy for Type 2 Diabetes Management: The Treatment/Benefit Paradox of Cardiovascular and Kidney Comorbidities.
Article in Diabetes care, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 32 papers.
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.
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.
Who cites it
32 citing papers in PubMed, 53 citations in OpenAlex.
- Prescription patterns of SGLT2 inhibitors in patients admitted to a tertiary health service with heart failure with reduced ejection fraction: an opportunity to improve.Internal medicine journal · 2026Article
- SGLT2i and GLP-1RA Use in the USA.Journal of general internal medicine · 2026Article
- Evaluation of a nurse-led chronic kidney disease clinic: a single-centre cohort study.Clinical kidney journal · 2026Article
- 1. Improving Care and Promoting Health in Populations: Standards of Care in Diabetes-2026.Diabetes care · 2026Review
- Fill Patterns of Glucose-Lowering Drugs with Cardiovascular and Kidney Benefits in the Rural and Urban United States, 2012-2021.Journal of general internal medicine · 2026Article
- Prevalence of SGLT2 inhibitor and GLP1 receptor agonist prescriptions in type 2 diabetes patients with and without chronic kidney disease: Analysis of an Australian primary care dataset.Diabetes, obesity & metabolism · 2025Article
- Heterogeneity of Cardiovascular Effects of Second-Line Glucose-Lowering Therapies in Adults With Type 2 Diabetes Across the Range of Moderate Baseline Cardiovascular Risk.Journal of the American Heart Association · 2025Article
- Association of Patient Cost Sharing With Adherence to GLP-1RA and Adverse Health Outcomes.Diabetes care · 2025Article
- 1. Improving Care and Promoting Health in Populations: Standards of Care in Diabetes-2025.Diabetes care · 2025Review
- Risk of Severe Hypoglycemia After Initiation of Noninsulin Glucose-Lowering Therapies in Adults With Type 2 Diabetes at Moderate Cardiovascular Disease Risk.Clinical diabetes : a publication of the American Diabetes Association · 2025Article
- A National Physician Survey Examining Switching From Sulfonylureas or Insulin to Newer Diabetes Medications.Clinical diabetes : a publication of the American Diabetes Association · 2025Article
- Article
- Fermented Rice Bran Mitigated the Syndromes of Type 2 Diabetes in KK-Metabolites · 2024Article
- Comparing the effectiveness and cost-effectiveness of sulfonylureas and newer diabetes drugs as second-line therapy for patients with type 2 diabetes.BMJ open diabetes research & care · 2024Article
- Effectiveness of glucose-lowering medications on cardiovascular outcomes in patients with type 2 diabetes at moderate cardiovascular risk.Nature cardiovascular research · 2024Article
- Real-World Treatment Patterns according to Clinical Practice Guidelines in Patients with Type 2 Diabetes Mellitus and Established Cardiovascular Disease in Korea: Multicenter, Retrospective, Observational Study.Diabetes & metabolism journal · 2024Observational
- Use and continuity of weight-modifying medications among adults with diabetes and overweight/obesity: US population study.Obesity (Silver Spring, Md.) · 2023Article
- Comparison of SGLT2 inhibitors with DPP-4 inhibitors combined with metformin in patients with acute myocardial infarction and diabetes mellitus.Cardiovascular diabetology · 2023Observational
- Role of Glucagon-Like Peptide-1 Receptor Agonists in Achieving Weight Loss and Improving Cardiovascular Outcomes in People With Overweight and Obesity.Journal of the American Heart Association · 2023Review
- Persistence on Novel Cardioprotective Antihyperglycemic Therapies in the United States.The American journal of cardiology · 2023Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
6 authors at 4 institutions in 1 country.
Funding
Abstract
objectiveTo examine whether glucagon-like peptide 1 receptor agonists (GLP-1RA) and sodium-glucose cotransporter 2 inhibitors (SGLT2i) are preferentially initiated among patients with cardiovascular disease, heart failure (HF), or nephropathy, where these drug classes have established benefit, compared with dipeptidyl peptidase 4 inhibitors (DPP-4i), for which corresponding benefits have not been demonstrated. RESEARCH DESIGN AND
methodsWe retrospectively analyzed claims of adults with type 2 diabetes included in OptumLabs Data Warehouse, a deidentified database of commercially insured and Medicare Advantage beneficiaries, who first started GLP-1RA, SGLT2i, or DPP-4i therapy between 2016 and 2019. Using multinomial logistic regression, we examined the relative risk ratios (RRR) of starting GLP-1RA and SGLT2i compared with DPP-4i for those with a history of myocardial infarction (MI), cerebrovascular disease, HF, and nephropathy after adjusting for demographic and other clinical factors.
resultsWe identified 75,395 patients who started GLP-1RA, 58,234 who started SGLT2i, and 91,884 who started DPP-4i. Patients with prior MI, cerebrovascular disease, or nephropathy were less likely to start GLP-1RA rather than DPP-4i compared with patients without these conditions (RRR 0.83 [95% CI 0.78-0.88] for MI, RRR 0.77 [0.74-0.81] for cerebrovascular disease, and RRR 0.87 [0.84-0.91] for nephropathy). Patients with HF or nephropathy were less likely to start SGLT2i (RRR 0.83 [0.80-0.87] for HF and RRR 0.57 [0.55-0.60] for nephropathy). Both medication classes were less likely to be started by non-White and older patients.
conclusionsPatients with cardiovascular disease, HF, and nephropathy, for whom evidence suggests a greater likelihood of benefiting from GLP-1RA and/or SGLT2i therapy, were less likely to start these drugs. Addressing this treatment/benefit paradox, which was most pronounced in non-White and older patients, may help reduce the morbidity associated with these conditions.
Identifiers
What OpenQuestion holds
Registered trials
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.