ReviewDiabetes care2021
Metformin Benefits: Another Example for Alternative Energy Substrate Mechanism?
Review in Diabetes care, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 28 papers, 2 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.
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
28 citing papers in PubMed, 2 syntheses or guidelines pooled it, 49 citations in OpenAlex.
- Impact of empagliflozin on liver fat reduction in type 2 diabetes and NAFLD: A systematic review and meta-analysis.Endocrine · 2026Pooled it
- Exploring multifaceted roles of metformin in therapeutic applications, mechanistic insights, and innovations in drug delivery systems across biological contexts: a systematic review.Drug delivery and translational research · 2025Pooled it
- Illuminating Glucose: How to Unveil Organ-Specific Insulin Resistance and Guide Metabolic Strategies in Diabetes.Diabetes/metabolism research and reviews · 2026Review
- The protective role of metformin against severe dengue disease in patients with type 2 diabetes mellitus: a preliminary report in Mexico.World journal of emergency medicine · 2025Article
- Revolutionizing Diabetes Management Through Nanotechnology-Driven Smart Systems.Pharmaceutics · 2025Review
- Plasma Beta-Hydroxybutyrate and All-Cause Mortality in Patients with Liver Cirrhosis.Biomedicines · 2025Article
- Overview of Metformin and Neurodegeneration: A Comprehensive Review.Pharmaceuticals (Basel, Switzerland) · 2025Review
- Anti-echinococcal effect of metformin in advanced experimental cystic echinococcosis: reprogrammed intermediary carbon metabolism in the parasite.Antimicrobial agents and chemotherapy · 2024Article
- Overview of oxidative stress and inflammation in diabetes.Journal of diabetes · 2024Review
- Effect of metformin (vs. placebo or sulfonylurea) on all-cause and cardiovascular mortality and incident cardiovascular events in patients with diabetes: an umbrella review of systematic reviews with meta-analysis.Journal of diabetes and metabolic disorders · 2024Review
- Metformin increases 3-hydroxy medium chain fatty acids in patients with type 2 diabetes: a cross-sectional pharmacometabolomic study.Frontiers in endocrinology · 2024Article
- Drug Therapies for Diabetes.International journal of molecular sciences · 2023Review
- Redox state and altered pyruvate metabolism contribute to a dose-dependent metformin-induced lactate production of human myotubes.American journal of physiology. Cell physiology · 2023Article
- Exercise precision medicine for type 2 diabetes: Targeted benefit or risk?Sports medicine and health science · 2023Article
- Drug target Mendelian randomisation: are we really instrumenting drug use? Reply to Anderson EL, Williams DM [letter].Diabetologia · 2023Article
- Metformin improves fibroblast metabolism and ameliorates arthrofibrosis in rats.Journal of orthopaedic translation · 2023Article
- The Role and Mechanism of Metformin in Inflammatory Diseases.Journal of inflammation research · 2023Review
- Molecular mechanisms of exercise contributing to tissue regeneration.Signal transduction and targeted therapy · 2022Review
- Evaluating the efficacy and mechanism of metformin targets on reducing Alzheimer's disease risk in the general population: a Mendelian randomisation study.Diabetologia · 2022Article
- Review
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
4 authors at 3 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Since the UK Prospective Diabetes Study (UKPDS), metformin has been considered the first-line medication for patients with newly diagnosed type 2 diabetes. Though direct evidence from specific trials is still lacking, several studies have suggested that metformin may protect from diabetes- and nondiabetes-related comorbidities, including cardiovascular, renal, neurological, and neoplastic diseases. In the past few decades, several mechanisms of action have been proposed to explain metformin's protective effects, none being final. It is certain, however, that metformin increases lactate production, concentration, and, possibly, oxidation. Once considered a mere waste product of exercising skeletal muscle or anaerobiosis, lactate is now known to act as a major energy shuttle, redistributed from production sites to where it is needed. Through the direct uptake and oxidation of lactate produced elsewhere, all end organs can be rapidly supplied with fundamental energy, skipping glycolysis and its possible byproducts. Increased lactate production (and consequent oxidation) could therefore be considered a positive mechanism of action of metformin, except when, under specific circumstances, metformin and lactate become excessive, increasing the risk of lactic acidosis. We are proposing that, rather than considering metformin-induced lactate production as dangerous, it could be considered a mechanism through which metformin exerts its possible protective effect on the heart, kidneys, and brain and, to some extent, its antineoplastic action.
Indexed as
Identifiers
What Socratic holds
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.