SynthesisCritical care (London, England)2019
Association of preadmission metformin use and mortality in patients with sepsis and diabetes mellitus: a systematic review and meta-analysis of cohort studies.
Synthesis in Critical care (London, England), 2019. The graph read 3 numbers from its abstract, feeding 2 cells of the map, but none could be read as for or against, so it casts no vote. It also reports an association that does not count as treatment evidence, such as OR 0.59 (0.43 to 0.79) for all-cause mortality. Cited by 63 papers, 6 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.
Read, but not usablea number the graph found but could not read as for or against
In this meta-analysis, metformin use was associated with a significantly lower mortality rate (OR, 0.59; 95% CI, 0.43-0.79, P = 0.001).
Table 2 The Newcastle-Ottawa quality assessment scale of including studies Studies Selection Comparability Assessment of outcome Total quality score First author Representativeness of exposure arm(s) Selection of the comparative arm(s) Origin of exposure source Demonstration that outcome of interest was not present at start of study Studies controlling the most important factors Studies controlling the other main factors Assessment of outcome with independency Adequacy of follow-up length (to assess outcome) Lost to follow-up acceptable (less than 10% and reported) Doenyas-Bara [ 19 ] * * * * * * * * 8 Green [ 21 ] * * * * * * * * 8 Jochmans [ 20 ] * * * * * * * * 8 Park [ 22 ] * * * * * * * * 8 van Vught [ 23 ] * * * * * - * * 7 Effects of metformin on outcomes In the five included cohort studies (1282 patients), preadmission metformin users had significantly lower mortality than nonusers among patients with sepsis (OR, 0.59; 95% CI, 0.43-0.79, P = 0.001) (Fig. 2 ) [ 19 - 23 ].
Table 2 The Newcastle-Ottawa quality assessment scale of including studies Studies Selection Comparability Assessment of outcome Total quality score First author Representativeness of exposure arm(s) Selection of the comparative arm(s) Origin of exposure source Demonstration that outcome of interest was not present at start of study Studies controlling the most important factors Studies controlling the other main factors Assessment of outcome with independency Adequacy of follow-up length (to assess outcome) Lost to follow-up acceptable (less than 10% and reported) Doenyas-Bara [ 19 ] * * * * * * * * 8 Green [ 21 ] * * * * * * * * 8 Jochmans [ 20 ] * * * * * * * * 8 Park [ 22 ] * * * * * * * * 8 van Vught [ 23 ] * * * * * - * * 7 Effects of metformin on outcomes In the five included cohort studies (1282 patients), preadmission metformin users had significantly lower mortality than nonusers among patients with sepsis (OR, 0.59; 95% CI, 0.43-0.79, P = 0.001) (Fig. 2 ) [ 19 - 23 ].
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Where it lands on the map
Rows are treatments, columns are outcomes. The coloured squares are the cells this paper feeds, coloured by the vote it casts there. Click one to jump to what this paper adds to it.
What it adds to each cell
For every cell the paper feeds: the belief in the claim with and without this paper, and this paper's estimate drawn against every other readable study in the cell. The ringed dot is this paper.
Metformin×all-cause mortality
No readable resultOpen on the map →What to test next →1 readable study in this cell: 0 favour the treatment, 1 find no difference, 0 favour the comparator.
This paper's own estimate is on a different scale from the rest of the cell, so it is not drawn here.
Metformin×costs & health-care use
No readable resultOpen on the map →What to test next →1 readable study in this cell: 0 favour the treatment, 1 find no difference, 0 favour the comparator.
This paper's own estimate is on a different scale from the rest of the cell, so it is not drawn here.
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
63 citing papers in PubMed, 6 syntheses or guidelines pooled it.
- Association of preadmission metformin use and prognosis in patients with sepsis with diabetes: a systematic review and meta-analysis.Frontiers in endocrinology · 2026 · on this mapPooled it
- Prognostic Factors for Mortality in Patients with Pyogenic Liver Abscess: A Systematic Review and Meta-Analysis.International journal of medical sciences · 2026Pooled it
- Diabetes mellitus and mortality in patients admitted to ICU with sepsis: a meta-analysis.Frontiers in medicine · 2026Pooled it
- Postoperative short-term mortality between insulin-treated and non-insulin-treated patients with diabetes after non-cardiac surgery: a systematic review and meta-analysis.Frontiers in medicine · 2023Pooled it
- Does metformin affect outcomes in COVID-19 patients with new or pre-existing diabetes mellitus? A systematic review and meta-analysis.British journal of clinical pharmacology · 2022 · on this mapPooled it
- Association of Preadmission Metformin Use and Prognosis in Patients With Sepsis and Diabetes Mellitus: A Systematic Review and Meta-Analysis.Frontiers in endocrinology · 2021Pooled it
- Novel genetic insights into causal effects of potential metformin targets and immune mediation on sepsis.Biology direct · 2026Article
- Etiology of bloodstream infections in adult diabetic patients from a single tertiary hospital in southern Vietnam: a retrospective study.Tropical medicine and health · 2026Article
- Beyond antimicrobials: a host-directed precision pharmacotherapy framework for septic shock.Frontiers in medicine · 2026Article
- Clinical Characteristics and Glucocorticoids Efficacy in COVID-19 Patients with Type 2 Diabetes: A Multicenter Retrospective Study.Infection and drug resistance · 2026Article
- The immunology of sepsis: translating new insights into clinical practice.Nature reviews. Nephrology · 2026Review
- Metabolic reprogramming in sepsis-associated encephalopathy: emerging mechanisms, candidate biomarkers, and future therapeutic directions.Frontiers in medicine · 2026Review
- Impact of diabetes medications and HbA1c levels on abdominoplasty and panniculectomy outcomes.JPRAS open · 2025Article
- Associations of hypoglycemic medications, cordycepin and vaccination with clinical outcomes in diabetic kidney disease patients with COVID-19.Renal failure · 2025Article
- Microvesicle-transferred mitochondria trigger cGAS-STING and reprogram metabolism of macrophages in sepsis.Microbiology spectrum · 2025Article
- Beyond diabetes: harnessing the power of metformin in burn care.Critical care (London, England) · 2025Review
- Association of metformin administration after septic shock with short-term and long-term survival in septic shock patients with diabetes.Annals of intensive care · 2025Article
- Correlation between metformin use and mortality in acute respiratory failure: a retrospective ICU cohort study.Frontiers in pharmacology · 2025Article
- XueBiJing injection reduced mortality in sepsis patients with diabetes.Frontiers in pharmacology · 2025Article
- Preadmission Metformin Use Is Associated with Reduced Mortality in Patients with Diabetes Mellitus Hospitalized with COVID-19.Journal of general internal medicine · 2024Article
3 more citing papers are in PubMed but not listed here.
Corrections and comments
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Authors and funding
7 authors.
Funding
Abstract
The marked sentences are the ones the graph read a number from.
backgroundRecent studies have reported that preadmission metformin users had lower mortality than non-metformin users in patients with sepsis and diabetes mellitus; however, these results are still controversial. Therefore, we conducted a systematic review and meta-analysis of published observational cohort data to determine the association between preadmission metformin use and mortality in septic adult patients with diabetes mellitus.
methodsThe MEDLINE, EMBASE, and Cochrane CENTRAL databases were searched from their inception to September 30, 2018. Cohort studies that evaluated the use of metformin in septic adult patients with diabetes mellitus were included. The quality of outcomes was evaluated using the Newcastle-Ottawa Scale (NOS). The inverse variance method with random effects modelling was used to calculate the pooled odds ratios (ORs) and 95% CIs.
resultsFive observational cohort studies (1282 patients) that were all judged as having a low risk of bias were included. In this meta-analysis, metformin use was associated with a significantly lower mortality rate (OR, 0.59; 95% CI, 0.43-0.79, P = 0.001).
conclusionsThis meta-analysis indicated an association between metformin use prior to admission and lower mortality in septic adult patients with diabetes mellitus. This finding suggested that the possible effect of metformin should be evaluated in future clinical trials.
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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 Socratic graph.