Evidence map›Paper›PMID 32267474›Full record

ArticleJAMA surgery2020

Association Between Preoperative Metformin Exposure and Postoperative Outcomes in Adults With Type 2 Diabetes.

Katherine M Reitz, Oscar C Marroquin, Mazen S Zenati, Jason Kennedy, Mary Korytkowski, Edith Tzeng, Stephen Koscum, David Newhouse, Ricardo Martinez Garcia, Jennifer Vates and 8 more

Open access · bronzeAbstract read
In one paragraph

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.

0numbers the graph read from it
0cells of the map it votes in
46citing papers in PubMed, 1 pooled it
11.0field-weighted citation impact, top 1% of its field
1 · What the graph read from 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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

46 citing papers in PubMed, 1 synthesis or guideline pooled it, 80 citations in OpenAlex.

  1. Pooled it
  2. 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 · 2024
    Trial
  3. Trial
  4. Review
  5. Article
  6. Article
  7. Article
  8. 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 · 2025
    Review
  9. Article
  10. Article
  11. Article
  12. 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 · 2025
    Article
  13. Article
  14. Article
  15. Observational
  16. Article
  17. Article
  18. Article
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4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

18 authors at 3 institutions in 1 country.

Katherine M ReitzDepartment of Surgery, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania.
Oscar C MarroquinClinical Analytics, UPMC Health Services Division, Pittsburgh, Pennsylvania.
Mazen S ZenatiDepartment of Surgery, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania.
Jason KennedyClinical Research, Investigation, and Systems Modeling of Acute Illness Center, Pittsburgh, Pennsylvania.
Mary KorytkowskiDepartment of Endocrinology and Metabolism, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania.
Edith TzengDepartment of Surgery, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania.
Stephen KoscumClinical Analytics, UPMC Health Services Division, Pittsburgh, Pennsylvania.
David NewhouseDepartment of Surgery, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania.
Ricardo Martinez GarciaDepartment of Surgery, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania.
Jennifer VatesClinical Research, Investigation, and Systems Modeling of Acute Illness Center, Pittsburgh, Pennsylvania.
Timothy R BilliarDepartment of Surgery, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania.
Brian S ZuckerbraunDepartment of Surgery, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania.
Richard L SimmonsDepartment of Surgery, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania.
Stephen ShapiroDivision of Pulmonary, Allergy and Critical Care Medicine, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania.
Christopher W SeymourClinical Research, Investigation, and Systems Modeling of Acute Illness Center, Pittsburgh, Pennsylvania.
Derek C AngusClinical Research, Investigation, and Systems Modeling of Acute Illness Center, Pittsburgh, Pennsylvania.
Matthew R RosengartDepartment of Surgery, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania.
Matthew D NealDepartment of Surgery, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania.
University of Pittsburgh · USUPMC Health System · USVA Pittsburgh Healthcare System · US

Funding

Vascular Surgery Research Training (VascTrain) ProgramT32HL098036 · NHLBI · UNIVERSITY OF PITTSBURGH AT PITTSBURGH · PI Edith Tzeng · 2010 to 2026
$7.2M
Sepsis subtypes: biology, treatment, and bedside applicationR35GM119519 · NIGMS · UNIVERSITY OF PITTSBURGH AT PITTSBURGH · PI Christopher W. Seymour · 2016 to 2026
$4.9M
NHLBI NIH HHS T32 HL098036NIA NIH HHS L30 AG064730NIGMS NIH HHS R35 GM119519
6 · The paper itself

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.

Indexed as

AgedAged, 80 and overCohort StudiesDiabetes Mellitus, Type 2FemaleHumansHypoglycemic AgentsMaleMetforminMiddle AgedPatient ReadmissionPostoperative ComplicationsPreoperative PeriodRisk AssessmentStress, PhysiologicalHypoglycemic AgentsMetformin

Identifiers

PMID32267474
PMCPMC7142798
OpenAlexW3014380796

What Socratic holds

Texttitle and abstract
LicenceTDM
Read underepoch 390

Registered trials

None linked

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.