ArticleRespiratory research2022
Evaluation for clinical benefit of metformin in patients with idiopathic pulmonary fibrosis and type 2 diabetes mellitus: a national claims-based cohort analysis.
Article in Respiratory research, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT06332612 (Repurposing Metformin for the Treatment of Oral Submucous Fibrosis), which is not on this map. Cited by 31 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.
Repurposing Metformin for the Treatment of Oral Submucous Fibrosis: Unraveling Novel Signaling Pathways In Vitro and Advancing to Clinical Trial"
Who cites it
31 citing papers in PubMed, 3 syntheses or guidelines pooled it, 39 citations in OpenAlex.
- Pooled it
- Protective effects and mechanism of curcumin in animal models of pulmonary fibrosis: a preclinical systematic review and meta-analysis.Frontiers in pharmacology · 2023Pooled it
- Effectiveness and mechanism of metformin in animal models of pulmonary fibrosis: A preclinical systematic review and meta-analysis.Frontiers in pharmacology · 2022Pooled it
- Macrophage polarization plasticity in pulmonary fibrosis: a review from pathogenesis to therapeutic targeting.Inflammopharmacology · 2026Review
- Hallmarks of the ageing lung: 10 years later.The European respiratory journal · 2026Review
- Pulmonary Fibrosis Beyond the Lung: Adipose Tissue as a Systemic Modifier of Fibrotic Remodeling.Diagnostics (Basel, Switzerland) · 2026Review
- Review
- Association of metformin with lung function decline and mortality in fibrotic interstitial lung disease: an observational cohort study.Respiratory research · 2026Observational
- Mitophagy in idiopathic pulmonary fibrosis: from molecular mechanisms to therapeutic opportunities.Frontiers in cell and developmental biology · 2026Review
- Identification of Notch pathway-related biomarkers in patients with idiopathic pulmonary fibrosis.PloS one · 2026Article
- Review
- Article
- Impaired AMPK control of alveolar epithelial cell metabolism promotes pulmonary fibrosis.JCI insight · 2025Article
- Senotherapy for chronic lung disease.Pharmacological reviews · 2025Review
- Targeting the Epigenetic Regulator CBX5 Promotes Fibroblast Metabolic Reprogramming and Inhibits Lung Fibrosis.American journal of respiratory cell and molecular biology · 2025Article
- Senotherapeutic repurposing of metformin for age-related diseases and their signaling pathways.Molecular biology reports · 2025Review
- Silicosis: from pathogenesis to therapeutics.Frontiers in pharmacology · 2025Review
- Revisiting pulmonary fibrosis: inflammatory dynamics of the lipofibroblast-to-inflammatory lipofibroblast-to-activated myofibroblast reversible switch.Frontiers in immunology · 2025Review
- CT Quantitative Analysis in Evaluating Type 2 Diabetes Mellitus Complicated with Interstitial Lung AbnormalitiesCurrent medical imaging · 2025Article
- Pulmonary artery-targeted low-dose metformin-loaded nanocapsules safely improve pulmonary arterial hypertension in rats.Frontiers in pharmacology · 2025Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
7 authors at 3 institutions in 1 country.
Funding
Abstract
backgroundIdiopathic pulmonary fibrosis (IPF) is a chronic progressive lung disease with high morbidity and limited treatment options. Type 2 diabetes mellitus (T2DM) is a common comorbid illness among patients with IPF and is often treated with metformin, the first-line agent in the management of T2DM. There is growing evidence demonstrating metformin's anti-fibrotic properties; however, there is little real-world clinical data regarding its potential effectiveness in IPF. This study aims to evaluate the clinical benefit of metformin in patients with IPF and T2DM.
methodsThis nationwide cohort study used de-identified administrative claims data from OptumLabs® Data Warehouse to identify 3599 adults with IPF and concomitant T2DM between January 1, 2014 and June 30, 2019. Two cohorts were created: a cohort treated with metformin (n = 1377) and a cohort not treated with metformin (n = 2222). A final 1:1 propensity score-matched cohort compared 1100 patients with IPF and T2DM receiving metformin to those with both diagnoses but not receiving metformin; matching accounted for age, sex, race/ethnicity, residence region, year, medications, oxygen use, smoking status, healthcare use, and comorbidities. Outcomes were all-cause mortality (primary) and hospitalizations (secondary).
resultsAmong 2200 patients with IPF and T2DM included in this matched analysis, metformin therapy was associated with a reduction in all-cause mortality (hazard ratio [HR], 0.46; 95% confidence interval [CI], 0.36-0.58; p < 0.001) and hospitalizations (HR, 0.82; 95% CI, 0.72-0.93; p = 0.003) compared to patients not receiving metformin.
conclusionsAmong patients with IPF and T2DM, metformin therapy may be associated with improved clinical outcomes. However, further investigation with randomized clinical trials is necessary prior to metformin's broad implementation in the clinical management of IPF.
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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 OpenQuestion graph.