Evidence map›Paper›PMID 33521772›Full record

ArticleThe lancet. Healthy longevity2021

Metformin and risk of mortality in patients hospitalised with COVID-19: a retrospective cohort analysis.

Carolyn T Bramante, Nicholas E Ingraham, Thomas A Murray, Schelomo Marmor, Shane Hovertsen, Jessica Gronski, Chace McNeil, Ruoying Feng, Gabriel Guzman, Nermine Abdelwahab and 7 more

Open access · goldAbstract read
In one paragraph

Article in The lancet. Healthy longevity, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 156 papers, 13 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
156citing papers in PubMed, 13 pooled it
15.8field-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

156 citing papers in PubMed, 13 syntheses or guidelines pooled it, 224 citations in OpenAlex.

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  17. Effect of Metformin on the Risk of Post-COVID-19 Condition Among Individuals With Overweight or Obese: A Population-based Retrospective Cohort Study.Clinical infectious diseases : an official publication of the Infectious Diseases Society of America · 2026
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96 more citing papers are in PubMed but not listed here.

4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

17 authors at 3 institutions in 1 country.

Carolyn T BramanteDivision of General Internal Medicine, Department of Medicine, University of Minnesota, Minneapolis, MN, USA.
Nicholas E IngrahamDivision of Pulmonary, Allergy, Critical Care and Sleep Medicine, Department of Medicine, University of Minnesota, Minneapolis, MN, USA.
Thomas A MurrayDivision of Biostatistics, School of Public Health, University of Minnesota, Minneapolis, MN, USA.
Schelomo MarmorDivision of Surgical Oncology, Department of Surgery, University of Minnesota, Minneapolis, MN, USA.
Shane HovertsenResearch and Development, UnitedHealth Group, Miami, FL, USA.
Jessica GronskiResearch and Development, UnitedHealth Group, Miami, FL, USA.
Chace McNeilResearch and Development, UnitedHealth Group, Miami, FL, USA.
Ruoying FengDivision of Pulmonary, Allergy, Critical Care and Sleep Medicine, Department of Medicine, University of Minnesota, Minneapolis, MN, USA.
Gabriel GuzmanDivision of Pulmonary, Allergy, Critical Care and Sleep Medicine, Department of Medicine, University of Minnesota, Minneapolis, MN, USA.
Nermine AbdelwahabDivision of Pulmonary, Allergy, Critical Care and Sleep Medicine, Department of Medicine, University of Minnesota, Minneapolis, MN, USA.
Samantha KingDivision of Surgical Oncology, Department of Surgery, University of Minnesota, Minneapolis, MN, USA.
Leonardo TamarizDepartment of Medicine, University of Miami Medical School, Miami, FL, USA.
Thomas MeehanDivision of Pulmonary, Allergy, Critical Care and Sleep Medicine, Department of Medicine, University of Minnesota, Minneapolis, MN, USA.
Kathryn M PendletonDivision of Pulmonary, Allergy, Critical Care and Sleep Medicine, Department of Medicine, University of Minnesota, Minneapolis, MN, USA.
Bradley BensonDivision of General Internal Medicine, Department of Medicine, University of Minnesota, Minneapolis, MN, USA.
Deneen VojtaResearch and Development, UnitedHealth Group, Miami, FL, USA.
Christopher J TignanelliDivision of Acute Care Surgery, Department of Surgery, University of Minnesota, Minneapolis, MN, USA.
University of Minnesota · USUnitedHealth Group (United States) · USUniversity of Miami · US

Funding

Women's CancerP30CA077598 · NCI · UNIVERSITY OF MINNESOTA TWIN CITIES · PI Jeffrey S. Miller · 1998 to 2026
$100.4M
University of Minnesota Clinical and Translational Science Institute (UMN CTSI)UL1TR002494 · NCATS · UNIVERSITY OF MINNESOTA · PI BLAZAR, BRUCE R, WEISDORF, DANIEL J · 2018 to 2022
$34.9M
TRAINING-PULMONARY CELL &MOLECULAR BIOLOGY &PHYSIOLOGYT32HL007741 · NHLBI · UNIVERSITY OF MINNESOTA TWIN CITIES · PI DUDLEY, R. ADAMS, INGBAR, DAVID H · 1994 to 2023
$13.9M
Institutional Career Development CoreKL2TR002492 · NCATS · UNIVERSITY OF MINNESOTA · PI INGBAR, DAVID H · 2018 to 2022
$6.3M
Minnesota Learning Health System Mentored Career Development Program (MN-LHS)K12HS026379 · AHRQ · UNIVERSITY OF MINNESOTA · PI BEEBE, TIMOTHY, LINZER, MARK · 2018 to 2022
$2.9M
AHRQ HHS K12 HS026379NCATS NIH HHS KL2 TR002492NCATS NIH HHS UL1 TR002494NCI NIH HHS P30 CA077598NHLBI NIH HHS T32 HL007741
6 · The paper itself

Abstract

backgroundType 2 diabetes and obesity, as states of chronic inflammation, are risk factors for severe COVID-19. Metformin has cytokine-reducing and sex-specific immunomodulatory effects. Our aim was to identify whether metformin reduced COVID-19-related mortality and whether sex-specific interactions exist.

methodsIn this retrospective cohort analysis, we assessed de-identified claims data from UnitedHealth Group (UHG)'s Clinical Discovery Claims Database. Patient data were eligible for inclusion if they were aged 18 years or older; had type 2 diabetes or obesity (defined based on claims); at least 6 months of continuous enrolment in 2019; and admission to hospital for COVID-19 confirmed by PCR, manual chart review by UHG, or reported from the hospital to UHG. The primary outcome was in-hospital mortality from COVID-19. The independent variable of interest was home metformin use, defined as more than 90 days of claims during the year before admission to hospital. Covariates were comorbidities, medications, demographics, and state. Heterogeneity of effect was assessed by sex. For the Cox proportional hazards, censoring was done on the basis of claims made after admission to hospital up to June 7, 2020, with a best outcome approach. Propensity-matched mixed-effects logistic regression was done, stratified by metformin use.

findings6256 of the 15 380 individuals with pharmacy claims data from Jan 1 to June 7, 2020 were eligible for inclusion. 3302 (52·8%) of 6256 were women. Metformin use was not associated with significantly decreased mortality in the overall sample of men and women by either Cox proportional hazards stratified model (hazard ratio [HR] 0·887 [95% CI 0·782-1·008]) or propensity matching (odds ratio [OR] 0·912 [95% CI 0·777-1·071], p=0·15). Metformin was associated with decreased mortality in women by Cox proportional hazards (HR 0·785, 95% CI 0·650-0·951) and propensity matching (OR 0·759, 95% CI 0·601-0·960, p=0·021). There was no significant reduction in mortality among men (HR 0·957, 95% CI 0·82-1·14; p=0·689 by Cox proportional hazards).

interpretationMetformin was significantly associated with reduced mortality in women with obesity or type 2 diabetes who were admitted to hospital for COVID-19. Prospective studies are needed to understand mechanism and causality. If findings are reproducible, metformin could be widely distributed for prevention of COVID-19 mortality, because it is safe and inexpensive.

fundingNational Heart, Lung, and Blood Institute; Agency for Healthcare Research and Quality; Patient-Centered Outcomes Research Institute; Minnesota Learning Health System Mentored Training Program, M Health Fairview Institutional Funds; National Center for Advancing Translational Sciences; and National Cancer Institute.

Indexed as

COVID-19Diabetes Mellitus, Type 2MetforminCohort StudiesFemaleHumansMaleObesityRetrospective StudiesMetformin

Identifiers

PMID33521772
PMCPMC7832552
OpenAlexW3109186718

What OpenQuestion holds

Texttitle and abstract
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 OpenQuestion graph.