ArticleBMJ (Clinical research ed.)2024
Comparative effectiveness of second line oral antidiabetic treatments among people with type 2 diabetes mellitus: emulation of a target trial using routinely collected health data.
Article in BMJ (Clinical research ed.), 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 32 papers, 3 of them syntheses that pooled 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.
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, 3 syntheses or guidelines pooled it.
- Comparing SGLT2i and Other Oral Antidiabetic Drugs as Dual Therapy Add-On to Metformin in Type 2 Diabetes: A Systematic Review and Meta-Analysis.Endocrinology, diabetes & metabolism · 2026Pooled it
- Saudi Clinical Practice Guidelines for management of diabetic kidney disease in adults.Saudi medical journal · 2025Guideline
- [Cardiovascular preventive recommendations. PAPPS 2024 thematic updates].Atencion primaria · 2024Guideline
- Time to Insulin Initiation Among Patients With Type 2 Diabetes Treated With Second-Line Antidiabetic Drugs.Diabetes, obesity & metabolism · 2026Article
- Comparative effectiveness of single-stage versus two-stage revision for hip prosthetic joint infection: emulation of the INFORM target trial using electronic health record data.Archives of orthopaedic and trauma surgery · 2026Observational
- Comparative Effectiveness and Safety of Once-Weekly Injectable Semaglutide Versus Dulaglutide in Individuals with Type 2 Diabetes Managed in UK Primary Care: A Population-Based Cohort Study.The Lancet regional health. Europe · 2026Article
- Comparative Cardiovascular Effectiveness of Glucagon-Like Peptide 1 Receptor Agonists and Sodium-Glucose Cotransporter 2 Inhibitors in Diabetes Mellitus.Journal of the American College of Cardiology · 2026Article
- PERsonalised Medicine for Intensification of Treatment (PERMIT) in type 2 diabetes mellitus: a target trial emulation from routine data.Health technology assessment (Winchester, England) · 2026Article
- Techniques for the determination of dipeptidyl peptidase IV and screening of its inhibitors.Journal of pharmaceutical analysis · 2026Review
- Improvement in left ventricular ejection fraction and fluid compartment dynamics in patients with heart failure and type 2 diabetes treated with SGLT-2 inhibitors.BMC cardiovascular disorders · 2026Article
- Enhancing evidence-based care using trial emulation in electronic health records: real-world effects of empagliflozin in people with type 2 diabetes.BMJ open diabetes research & care · 2026Article
- Ethnic differences in the comparative effectiveness of second-line type 2 diabetes medications in preventing cardiovascular disease.Diabetes, obesity & metabolism · 2026Article
- Comparative effectiveness of sodium-glucose cotransporter-2 inhibitors and glucagon-like peptide-1 receptor agonists for incident dementia: A retrospective multicohort study.Diabetes, obesity & metabolism · 2026Article
- Heterogeneous cardiovascular effects of sodium-glucose cotransporter 2 inhibitors in type 2 diabetes: a causal forest and target trial emulation study.European journal of preventive cardiology · 2026Article
- Risk of peripheral vestibular disorders and hearing impairment among users of glucagon-like peptide-1 receptor agonists.International journal of medical sciences · 2026Article
- Evaluating the effectiveness and safety of Xiyanping injection for severe pneumonia: a target trial emulation protocol using real-world data.Frontiers in pharmacology · 2026Article
- Cellular and Molecular Pathways in Diabetes-Associated Heart Failure: Emerging Mechanistic Insights and Therapeutic Opportunities.Current issues in molecular biology · 2025Review
- The effect of sodium-glucose cotransporter 2 inhibitors on HbA1c variability and cardiovascular and renal adverse outcome in patients with T2DM.Diabetes, obesity & metabolism · 2025Article
- Clinical outcome of treatment intensification in type 2 diabetes mellitus patients with suboptimal glycemic control on two oral antidiabetic agents.Journal of family medicine and primary care · 2025Article
- Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
15 authors.
Funding
Abstract
objectiveTo compare the effectiveness of three commonly prescribed oral antidiabetic drugs added to metformin for people with type 2 diabetes mellitus requiring second line treatment in routine clinical practice.
designCohort study emulating a comparative effectiveness trial (target trial).
settingLinked primary care, hospital, and death data in England, 2015-21.
participants75 739 adults with type 2 diabetes mellitus who initiated second line oral antidiabetic treatment with a sulfonylurea, DPP-4 inhibitor, or SGLT-2 inhibitor added to metformin.
main outcome measuresPrimary outcome was absolute change in glycated haemoglobin A
results75 739 people initiated second line oral antidiabetic treatment with sulfonylureas (n=25 693, 33.9%), DPP-4 inhibitors (n=34 464 ,45.5%), or SGLT-2 inhibitors (n=15 582, 20.6%). SGLT-2 inhibitors were more effective than DPP-4 inhibitors or sulfonylureas in reducing mean HbA
conclusionsThis emulation study of a target trial found that SGLT-2 inhibitors were more effective than sulfonylureas or DPP-4 inhibitors in lowering mean HbA
Indexed as
Identifiers
What Socratic 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 Socratic graph.