Observational studyScientific reports2024
Impact of metformin on cardiovascular and kidney outcome based on kidney function status in type 2 diabetic patients: a multicentric, retrospective cohort study.
Observational study in Scientific reports, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 12 papers.
What it found
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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
12 citing papers in PubMed, 14 citations in OpenAlex.
- Evaluating Cost-Effectiveness in Relation to the Supporting Clinical Evidence Across the Type 2 Diabetes Continuum: A Review of Metformin and SGLT2is.Advances in therapy · 2026Review
- The Influence of Polypharmacy on Type 2 Diabetes Adverse Cardiovascular Outcomes in a Rural Cohort.medRxiv : the preprint server for health sciences · 2026Article
- Safety of anagliptin/metformin combination tablets evaluated by non-inferiority between pre- and post-serum lactic acid levels in Japanese patients with type 2 diabetes and moderate renal impairment (AMELIO STUDY).Journal of diabetes investigation · 2026Article
- Efficacy and safety of metformin versus empagliflozin on chronic kidney disease progression (MET-EMPA-CKD): a randomized controlled trial.Diabetology & metabolic syndrome · 2025Article
- Review
- Endothelial dysfunction in chronic kidney disease: a clinical perspective.American journal of physiology. Heart and circulatory physiology · 2025Review
- Pathogenesis and Therapeutic Perspectives of Tubular Injury in Diabetic Kidney Disease: An Update.Biomedicines · 2025Review
- The 'nephrotoxins' were stopped: what is in a name and its impact on kidney and cardiac health?Internal medicine journal · 2025Review
- The impact of metformin on kidney disease progression and mortality in diabetic patients using SGLT2 inhibitors: a real-world cohort study.Cardiovascular diabetology · 2025 · on this mapObservational
- Role of Metformin in Preventing New-Onset Chronic Kidney Disease in Patients with Type 2 Diabetes Mellitus.Pharmaceuticals (Basel, Switzerland) · 2025Article
- Orlistat and metformin combination ameliorates obesity-induced renal injury via suppressing renal oxidative stress in male rats.Toxicology research · 2024Article
- Challenges and Considerations in Metformin Use for ADPKD: A Commentary on Recent Findings.Indian journal of nephrologyArticle
Corrections and comments
- Erratum issued
Authors and funding
13 authors at 5 institutions in 3 countries.
Funding
Abstract
Metformin is the primary treatment for type 2 diabetes mellitus (T2DM) due to its effectiveness in improving clinical outcomes in patients with preserved renal function, however, the evidence on the effectiveness of metformin in various renal functions is lacking. We performed a retrospective, multicenter, observational study used data of patients with T2DM obtained from three tertiary hospitals' databases. Patients given metformin within run-in periods and with at least one additional prescription formed the metformin cohort. A control cohort comprised those prescribed oral hypoglycemic agents other than metformin and never subsequently received a metformin prescription within observation period. For patients without diabetic nephropathy (DN), the outcomes included events of DN, major adverse cardiovascular events (MACE), and major adverse kidney events (MAKE). After 1:1 propensity matching, 1994 individuals each were selected for the metformin and control cohorts among T2DM patients without baseline DN. The incidence rate ratios (IRR) for DN, MACEs, and MAKEs between cohorts were 1.06 (95% CI 0.96-1.17), 0.76 (0.64-0.92), and 0.45 (0.33-0.62), respectively. In cohorts with renal function of CKD 3A, 3B, and 4, summarized IRRs of MACEs and MAKEs were 0.70 (0.57-0.87) and 0.39 (0.35-0.43) in CKD 3A, 0.83 (0.74-0.93) and 0.44 (0.40-0.48) in CKD 3B, and 0.71 (0.60-0.85) and 0.45 (0.39-0.51) in CKD 4. Our research indicates that metformin use in T2DM patients across various renal functions consistently correlates with a decreased risk of overt DN, MACE, and MAKE.
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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.