ArticlePloS one2015
Comparative efficacy and safety of antidiabetic drug regimens added to metformin monotherapy in patients with type 2 diabetes: a network meta-analysis.
Article in PloS one, 2015. The graph read 1 number from its abstract, feeding 1 cell of the map: it . Cited by 65 papers, 8 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.
In our network meta-analysis, the comparison of empagliflozin/linagliptin vs. dapagliflozin (change in HbA1c = -0.65, 95%CI -0.91, -0.39) would met these criteria for statistical significance and clinical superiority.
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Rows are treatments, columns are outcomes. The coloured squares are the cells this paper feeds, coloured by the vote it casts there. Click one to jump to what this paper adds to it.
What it adds to each cell
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Metformin×glycemic control
No readable resultOpen on the map →What to test next →40 readable studies in this cell: 41 favour the treatment, 13 find no difference, 7 favour the comparator.
This paper's own estimate is on a different scale from the rest of the cell, so it is not drawn here.
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
65 citing papers in PubMed, 8 syntheses or guidelines pooled it, 141 citations in OpenAlex.
- Expanding access to sodium-glucose cotransporter 2 inhibitors (SGLT2i) in the Ministry of Health Malaysia - a multiple HTA approach.International journal of technology assessment in health care · 2024Pooled it
- Dose-dependent renoprotection efficacy of sglt2 inhibitors in type 2 diabetes: systematic review and network meta-analysis.Acta diabetologica · 2023 · on this mapPooled it
- Impacts of medication non-adherence to major modifiable stroke-related diseases on stroke prevention and mortality: a meta-analysis.Journal of neurology · 2023Pooled it
- Efficacy and safety of GLP-1 receptor agonists as add-on to SGLT2 inhibitors in type 2 diabetes mellitus: A meta-analysis.Scientific reports · 2019Pooled it
- Metformin and second- or third-generation sulphonylurea combination therapy for adults with type 2 diabetes mellitus.The Cochrane database of systematic reviews · 2019 · on this mapPooled it
- Comparison between sodium-glucose cotransporter 2 inhibitors and pioglitazone as additions to insulin therapy in type 2 diabetes patients: A systematic review with an indirect comparison meta-analysis.Journal of diabetes investigation · 2018Pooled it
- Efficacy and safety of empagliflozin as add-on to metformin for type 2 diabetes: a systematic review and meta-analysis.European journal of clinical pharmacology · 2016 · on this mapPooled it
- A Systematic Review of Methods for Handling Missing Variance Data in Meta-Analyses of Interventions in Type 2 Diabetes Mellitus.PloS one · 2016Pooled it
- Precision and accuracy of hyperglycemic clamps in a multicenter study.American journal of physiology. Endocrinology and metabolism · 2021Trial
- Body weight management and safety with efpeglenatide in adults without diabetes: A phase II randomized study.Diabetes, obesity & metabolism · 2019Trial
- Sustained 52-week efficacy and safety of triple therapy with dapagliflozin plus saxagliptin versus dual therapy with sitagliptin added to metformin in patients with uncontrolled type 2 diabetes.Diabetes, obesity & metabolism · 2019Trial
- Efficacy and safety of fixed-dose combination therapy, alogliptin plus metformin, in Asian patients with type 2 diabetes: A phase 3 trial.Diabetes, obesity & metabolism · 2017Trial
- Endocrine and Metabolic Mechanisms Linking Obesity to Type 2 Diabetes: Implications for Targeted Therapy.Healthcare (Basel, Switzerland) · 2025Review
- Canagliflozin-Induced Adaptive Metabolism in Bone.Diabetes · 2025Article
- The blood glucose control levels and influencing factors analysis among diabetes patients in rural areas of Guangxi, China.Frontiers in endocrinology · 2025Article
- Economic assessment of potential changes to essential medicines for diabetes in Uganda.PloS one · 2025Article
- Impact of recently initiated medications on the incidence of urinary tract infections in patients with type 2 diabetes: an observational case-control study.Therapeutic advances in drug safety · 2025Article
- Use of Sodium-Glucose Co-Transporter 2 Inhibitors in Patients With Type 2 Diabetes and the Incidence of Retinal Vein Occlusion in Taiwan.Investigative ophthalmology & visual science · 2024Article
- Unexpectedly Rapid Onset of Severe Sarcopenia in an Elderly Diabetic Man following SGLT2i Administration: A Case Report.Journal of clinical medicine · 2024Article
- Efficacy and Safety of DPP-4 Inhibitors and Metformin Combinations in Type 2 Diabetes: A Systematic Literature Review and Network Meta-Analysis.Diabetes, metabolic syndrome and obesity : targets and therapy · 2024Article
5 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
8 authors at 3 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
The marked sentences are the ones the graph read a number from.
introductionWhen first line therapy with metformin is insufficient for patients with type 2 diabetes (T2D), the optimal adjunctive therapy is unclear. We assessed the efficacy and safety of adjunctive antidiabetic agents in patients with inadequately controlled T2D on metformin alone. MATERIALS AND
methodsA search of MEDLINE and CENTRAL, clinicaltrials.gov, regulatory websites was performed. We included randomized controlled trials of 3-12 months duration, evaluating Food and Drug Administration or European Union approved agents (noninsulin and long acting, once daily basal insulins) in patients experiencing inadequate glycemic control with metformin monotherapy (≥ 1500 mg daily or maximally tolerated dose for ≥ 4 weeks). Random-effects network meta-analyses were used to compare the weighted mean difference for changes from baseline in HbA1c, body weight (BW) and systolic blood pressure (SBP), and the risk of developing hypoglycemia, urinary (UTI) and genital tract infection (GTI).
resultsSixty-two trials evaluating 25 agents were included. All agents significantly reduced HbA1c vs. placebo; albeit not to the same extent (range, 0.43% for miglitol to 1.29% for glibenclamide). Glargine, sulfonylureas (SUs) and nateglinide were associated with increased hypoglycemia risk vs. placebo (range, 4.00-11.67). Sodium glucose cotransporter-2 (SGLT2) inhibitors, glucagon-like peptide-1 analogs, miglitol and empagliflozin/linagliptin significantly reduced BW (range, 1.15-2.26 kg) whereas SUs, thiazolindinediones, glargine and alogliptin/pioglitazone caused weight gain (range, 1.19-2.44 kg). SGLT2 inhibitors, empagliflozin/linagliptin, liraglutide and sitagliptin decreased SBP (range, 1.88-5.43 mmHg). No therapy increased UTI risk vs. placebo; however, SGLT2 inhibitors were associated with an increased risk of GTI (range, 2.16-8.03).
conclusionsAdding different AHAs to metformin was associated with varying effects on HbA1c, BW, SBP, hypoglycemia, UTI and GTI which should impact clinician choice when selecting adjunctive therapy.
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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 Socratic graph.