ReviewFrontiers in pharmacology2026
Controversial effects of metformin on human physiology and pathophysiology.
Review in Frontiers in pharmacology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
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
0 citing papers in PubMed.
No citing paper in PubMed yet.
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.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Metformin is the first-line oral antihyperglycemic agent for type 2 diabetes mellitus (T2DM), with over 150 million individuals worldwide receiving treatment annually. Although synthesized in 1922, its clinical adoption began in the 1950s, and decades of widespread use have firmly established its efficacy in glycemic control and metabolic improvement. Nevertheless, growing evidence indicates that metformin exerts pleiotropic effects beyond glucose homeostasis-modulating neurocognitive function, gastrointestinal physiology, reproductive endocrinology, and cellular aging pathways. Many of these effects remain incompletely characterized, mechanistically ambiguous, or clinically inconsistent across populations. This review systematically synthesizes recent (2014-2024) preclinical and clinical evidence from PubMed and Google Scholar to critically evaluate the contested physiological and pathophysiological actions of metformin. We distinguish robustly replicated findings from preliminary or contradictory observations, clarify dose- and context-dependent mechanisms (e.g., mitochondrial vs. lysosomal AMPK activation), and highlight knowledge gaps impeding safe, personalized application. Emphasis is placed on reconciling mechanistic insights with real-world therapeutic outcomes-particularly regarding long-term safety, interindividual variability in pharmacokinetics (e.g., OCT/MATE transporter polymorphisms), and the need for prospective studies integrating multi-omics profiling and extended follow-up.
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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.