Metformin at the Time of COVID‐19 Infection and Risk of Long COVID: A Target Trial Emulation Study

Our objective was to evaluate metformin prescribed at the time of SARS-CoV-2 infection on the risk of developing Long COVID (LC) in electronic health record data. We conducted a new user analysis of metformin prescribed within 6 days of documented infection with severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) versus experimental control: prescription for fluvoxamine, fluticasone, ivermectin, or montelukast. INCLUSION CRITERIA: a clinic visit in the 0-6 months and the 6-12 months before infection. EXCLUSION CRITERIA: metformin or control within 12 months. PRIMARY OUTCOME: LC or death (LC/D), to address death as a competing risk, among patients prescribed drug within Days 0-6 of infection. LC was defined by diagnosis code or computable phenotype. We used entropy balancing to estimate the average treatment effect with a weighted log-linear model. After weighting, there were 248 in the metformin and control groups; the average age was 53 (16); 16% were Black; and 16% were Hispanic. In the primary analysis, 10/248 (4.0%) in the metformin group developed LC/D versus 21/248 (8.5%) in the control group, adjusted risk ratio (aRR) 0.47 (95% CI 0.25-0.89, p = 0.02). For prescriptions on Days 0-1 relative to infection, aRR was 0.39 (95% CI 0.12-1.24); for prescriptions on Days 0-14, the aRR was 0.75 (95% CI 0.52-1.08). In this observational analysis, metformin prescribed within a week of documented SARS-CoV-2 infection was associated with a 53% lower risk of LC over 6 months than comparator medications. With the aRR of 0.47 (95% CI 0.25-0.89), any risk reduction between 75% and 11% is highly compatible with our data. This analysis of electronic health record diagnoses is important for the reproducibility of clinical trial results that ascertained the same outcome but via participant-report.

Authors

Institutions

Publication Details

Journal
Journal of Medical Virology
Published
2026-10-29
DOI
https://doi.org/10.1002/jmv.71190
Citations
1
Primary Topic
Long-Term Effects of COVID-19
Type
article
Field-Weighted Citation Impact
4.22

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Metformin at the Time of COVID‐19 Infection and Risk of Long COVID: A Target Trial Emulation Study

Christopher John Lindsell, Carolyn T. Bramante, Thomas G. Stewart, Steve Robert Makkar et al.
1 citations
Journal of Medical Virology
Long-Term Effects of COVID-19
4.22
article

Metformin at the Time of COVID‐19 Infection and Risk of Long COVID: A Target Trial Emulation Study

Christopher John Lindsell, Carolyn T. Bramante, Thomas G. Stewart, Steve Robert Makkar, Talia D. Wiggen, David Sahner, Sarah E. Dunsmore, Til Stürmer‎, Steve Johnson, Russell L. Rothman, Andrew Toler, Jared D. Huling, Eric J. Topol, Taylor Estepp, JOHN B. BUSE
article en
1 citations

Abstract

Our objective was to evaluate metformin prescribed at the time of SARS-CoV-2 infection on the risk of developing Long COVID (LC) in electronic health record data. We conducted a new user analysis of metformin prescribed within 6 days of documented infection with severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) versus experimental control: prescription for fluvoxamine, fluticasone, ivermectin, or montelukast. INCLUSION CRITERIA: a clinic visit in the 0-6 months and the 6-12 months before infection. EXCLUSION CRITERIA: metformin or control within 12 months. PRIMARY OUTCOME: LC or death (LC/D), to address death as a competing risk, among patients prescribed drug within Days 0-6 of infection. LC was defined by diagnosis code or computable phenotype. We used entropy balancing to estimate the average treatment effect with a weighted log-linear model. After weighting, there were 248 in the metformin and control groups; the average age was 53 (16); 16% were Black; and 16% were Hispanic. In the primary analysis, 10/248 (4.0%) in the metformin group developed LC/D versus 21/248 (8.5%) in the control group, adjusted risk ratio (aRR) 0.47 (95% CI 0.25-0.89, p = 0.02). For prescriptions on Days 0-1 relative to infection, aRR was 0.39 (95% CI 0.12-1.24); for prescriptions on Days 0-14, the aRR was 0.75 (95% CI 0.52-1.08). In this observational analysis, metformin prescribed within a week of documented SARS-CoV-2 infection was associated with a 53% lower risk of LC over 6 months than comparator medications. With the aRR of 0.47 (95% CI 0.25-0.89), any risk reduction between 75% and 11% is highly compatible with our data. This analysis of electronic health record diagnoses is important for the reproducibility of clinical trial results that ascertained the same outcome but via participant-report.

Journal of Medical VirologyVol. 98(11)
University of North Carolina at Chapel Hill (US), Scripps Research Institute (US), University of Minnesota (US), Duke University (US), Vanderbilt University (US), Minnesota Department of Health (US), National Center for Advancing Translational Sciences (US), University of Virginia (US)
National Institutes of Health, National Institute on Aging, National Institute of Diabetes and Digestive and Kidney Diseases, National Center for Advancing Translational Sciences
Good health and well-being
Openalex Percentile: Top 13%
Long-Term Effects of COVID-19
4.22
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Laika access coming soon