ArticleJAMA surgery2020
Association Between Preoperative Metformin Exposure and Postoperative Outcomes in Adults With Type 2 Diabetes.
Article in JAMA surgery, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 46 papers, 1 of them a synthesis that pooled it.
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
46 citing papers in PubMed, 1 synthesis or guideline pooled it, 80 citations in OpenAlex.
- Effects of metformin on acute respiratory distress syndrome in preclinical studies: a systematic review and meta-analysis.Frontiers in pharmacology · 2023Pooled it
- Favorable Antiviral Effect of Metformin on SARS-CoV-2 Viral Load in a Randomized, Placebo-Controlled Clinical Trial of COVID-19.Clinical infectious diseases : an official publication of the Infectious Diseases Society of America · 2024Trial
- Outpatient treatment of COVID-19 and incidence of post-COVID-19 condition over 10 months (COVID-OUT): a multicentre, randomised, quadruple-blind, parallel-group, phase 3 trial.The Lancet. Infectious diseases · 2023Trial
- Pathophysiology-guided biomarkers and therapeutics for precision trauma medicine in polytrauma with musculoskeletal injuries.Military Medical Research · 2026Review
- Alcohol use disorder increases risk of major adverse limb events following lower-extremity revascularization for chronic limb-threatening ischemia.Journal of vascular surgery · 2026Article
- Association of preoperative metformin use with postoperative mortality and morbidity in type 2 diabetes patients undergoing noncardiac surgery: a retrospective cohort study.Korean journal of anesthesiology · 2026Article
- Perioperative metformin use in noncardiac surgery: moving beyond precautionary discontinuation.Korean journal of anesthesiology · 2026Article
- Type 2 diabetes in patients undergoing gastric cancer surgery: areas requiring disease-specific glycemic management.Gastric cancer : official journal of the International Gastric Cancer Association and the Japanese Gastric Cancer Association · 2025Review
- Comparing Hospital-Free Days by Frailty Status for Patients Undergoing Surgical Intervention for Cardiovascular Disease.Journal of the American College of Surgeons · 2025Article
- GLP-1 receptor agonist use in elective lumbar spine surgery: Reduced pseudarthrosis rates and favorable safety profile.Journal of orthopaedics · 2025Article
- Glucagon-like peptide-1 receptor agonist use prior to spinal surgery results in reduced postoperative length of stay: A propensity-score matched analysis.North American Spine Society journal · 2025Article
- External Validation of Eight Ruptured Abdominal Aortic Aneurysm Mortality Prediction Models Demonstrates Limited Predictive Accuracy.European journal of vascular and endovascular surgery : the official journal of the European Society for Vascular Surgery · 2025Article
- Strategies to Promote Resiliency: A Randomized Embedded Multifactorial Adaptative Platform (REMAP) Clinical Trial to Study Interventions to Improve Recovery After Surgery in High-Risk Patients.Annals of surgery open : perspectives of surgical history, education, and clinical approaches · 2025Article
- Frailty and Survival for Diagnoses Feasibly Managed Operatively or Nonoperatively.Annals of surgery · 2025Article
- Association of Perioperative Glucagon-like Peptide-1 Receptor Agonist Use and Postoperative Outcomes.Annals of surgery · 2025Observational
- Markers of optimal medical therapy are associated with improved limb outcomes after elective revascularization for intermittent claudication.Journal of vascular surgery · 2025Article
- The association between blood urea nitrogen to serum albumin ratio and 28 day in-hospital mortality in patients with chronic heart failure and sepsis: a pilot retrospective study.Frontiers in cardiovascular medicine · 2025Article
- Relationship Between Perioperative Medication and Prolonged Postoperative Hospital Stay in Older Adults with Spinal Surgery: a Retrospective Cohort Study.Canadian geriatrics journal : CGJ · 2024Article
- Safety of advanced laparoscopic hepatectomy for elderly patients: a Japanese nationwide analysis.Surgical endoscopy · 2024Article
- Adaptation of the Risk Analysis Index for Frailty Assessment Using Diagnostic Codes.JAMA network open · 2024Article
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Authors and funding
18 authors at 3 institutions in 1 country.
Funding
Abstract
Importance: Adults with comorbidity have less physiological reserve and an increased rate of postoperative mortality and readmission after the stress of a major surgical intervention. Objective: To assess postoperative mortality and readmission among individuals with diabetes with or without preoperative prescriptions for metformin. Design, Setting, and Participants: This cohort study obtained data from the electronic health record of a multicenter, single health care system in Pennsylvania. Included were adults with diabetes who underwent a major operation with hospital admission from January 1, 2010, to January 1, 2016, at 15 community and academic hospitals within the system. Individuals without a clinical indication for metformin therapy were excluded. Follow-up continued until December 18, 2018. Exposures: Preoperative metformin exposure was defined as 1 or more prescriptions for metformin in the 180 days before the surgical procedure. Main Outcomes and Measures: All-cause postoperative mortality, hospital readmission within 90 days of discharge, and preoperative inflammation measured by the neutrophil to leukocyte ratio were compared between those with and without preoperative prescriptions for metformin. The corresponding absolute risk reduction (ARR) and adjusted hazard ratio (HR) with 95% CI were calculated in a propensity score-matched cohort. Results: Among the 10 088 individuals with diabetes who underwent a major surgical intervention, 5962 (59%) had preoperative metformin prescriptions. A total of 5460 patients were propensity score-matched, among whom the mean (SD) age was 67.7 (12.2) years, and 2866 (53%) were women. In the propensity score-matched cohort, preoperative metformin prescriptions were associated with a reduced hazard for 90-day mortality (adjusted HR, 0.72 [95% CI, 0.55-0.95]; ARR, 1.28% [95% CI, 0.26-2.31]) and hazard of readmission, with mortality as a competing risk at both 30 days (ARR, 2.09% [95% CI, 0.35-3.82]; sub-HR, 0.84 [95% CI, 0.72-0.98]) and 90 days (ARR, 2.78% [95% CI, 0.62-4.95]; sub-HR, 0.86 [95% CI, 0.77-0.97]). Preoperative inflammation was reduced in those with metformin prescriptions compared with those without (mean neutrophil to leukocyte ratio, 4.5 [95% CI, 4.3-4.6] vs 5.0 [95% CI, 4.8-5.3]; P < .001). E-value analysis suggested robustness to unmeasured confounding. Conclusions and Relevance: This study found an association between metformin prescriptions provided to individuals with type 2 diabetes before a major surgical procedure and reduced risk-adjusted mortality and readmission after the operation. This association warrants further investigation.
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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.