ArticleDiabetologia2023
Significant impact of time-of-day variation on metformin pharmacokinetics.
Article in Diabetologia, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 24 papers, 1 of them a synthesis that pooled it.
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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.
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Who cites it
24 citing papers in PubMed, 1 synthesis or guideline pooled it, 27 citations in OpenAlex.
- Maternal-to-Infant Transfer of Medications for Type 2 Diabetes Mellitus Via Breastmilk: A Systematic Review of Available Evidence and Clinical Guidelines.Clinical pharmacology and therapeutics · 2026Pooled it
- Morning exercise and pre-breakfast metformin interact to reduce glycaemia in people with type 2 diabetes: a randomized crossover trial.The Journal of physiology · 2024Trial
- Population pharmacokinetic modeling of amisulpride drug interactions and a transporter binding analysis.European journal of clinical pharmacology · 2026Article
- Circadian Regulation of Glucose Metabolism: Implications for Pathogenesis and Chronotherapy of Type 2 Diabetes.Diabetology · 2026Article
- Metformin as a Multifaceted Therapeutic Agent for Gastrointestinal Diseases: Mechanisms, Clinical Efficacy, and Future Directions.Pharmacology research & perspectives · 2026Review
- Time matters: circadian genetics and the molecular logic of human health and disease.Nature reviews. Genetics · 2026Review
- Characterising the impact of shift work on diet and glucose variability in healthcare employees living with type 2 diabetes: The Shift-Diabetes study.Diabetic medicine : a journal of the British Diabetic Association · 2026Article
- Circadian considerations in antimicrobials.European journal of clinical pharmacology · 2026Review
- Modeling the dynamics of hepatic metabolism: the predominance of 12-hour rhythmicity in metabolic adaptation.Cellular and molecular life sciences : CMLS · 2026Article
- The Chronobiology of Hormone Administration: "Doctor, What Time Should I Take My Medication?"Endocrine reviews · 2025Review
- Metformin Beyond Diabetes: A Precision Gerotherapeutic and Immunometabolic Adjuvant for Aging and Cancer.Cancers · 2025Review
- Review
- Iron Deficiency Anemia and Oxidative Stress in Type 2 Diabetic Patients on Metformin: A Meta-Analysis.Cureus · 2025Review
- Circadian system and aging: where both times interact.Frontiers in aging · 2025Review
- Metformin and bone metabolism: unraveling their direct and indirect effects.Therapeutic advances in endocrinology and metabolism · 2025Review
- Artificial Light at Night and Type 2 Diabetes Mellitus.Diabetes & metabolism journal · 2024Review
- Chronobiology of Cancers in the Liver and Gut.Cancers · 2024Review
- Liver Fibrosis Stages Affect Organic Cation Transporter 1/2 Activities in Hepatitis C Virus-Infected Patients.Pharmaceuticals (Basel, Switzerland) · 2024Article
- Factors contributing to variability in metformin concentration in polycystic ovary syndrome.Croatian medical journal · 2024Article
- Thioacetamide-Induced Acute Liver Injury Increases Metformin Plasma Exposure by Downregulating Renal OCT2 and MATE1 Expression and Function.Biomedicines · 2023Article
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Authors and funding
10 authors at 5 institutions in 2 countries.
Funding
Abstract
aims/hypothesisThe objective was to investigate if metformin pharmacokinetics is modulated by time-of-day in humans using empirical and mechanistic pharmacokinetic modelling techniques on a large clinical dataset. This study also aimed to generate and test hypotheses on the underlying mechanisms, including evidence for chronotype-dependent interindividual differences in metformin plasma and efficacy-related tissue concentrations.
methodsA large clinical dataset consisting of individual metformin plasma and urine measurements was analysed using a newly developed empirical pharmacokinetic model. Causes of daily variation of metformin pharmacokinetics and interindividual variability were further investigated by a literature-informed mechanistic modelling analysis.
resultsA significant effect of time-of-day on metformin pharmacokinetics was found. Daily rhythms of gastrointestinal, hepatic and renal processes are described in the literature, possibly affecting drug pharmacokinetics. Observed metformin plasma levels were best described by a combination of a rhythm in GFR, renal plasma flow (RPF) and organic cation transporter (OCT) 2 activity. Furthermore, the large interindividual differences in measured metformin concentrations were best explained by individual chronotypes affecting metformin clearance, with impact on plasma and tissue concentrations that may have implications for metformin efficacy. CONCLUSIONS/
interpretationMetformin's pharmacology significantly depends on time-of-day in humans, determined with the help of empirical and mechanistic pharmacokinetic modelling, and rhythmic GFR, RPF and OCT2 were found to govern intraday variation. Interindividual variation was found to be partly dependent on individual chronotype, suggesting diurnal preference as an interesting, but so-far underappreciated, topic with regard to future personalised chronomodulated therapy in people with type 2 diabetes.
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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.