Evidence map›Paper›PMID 23475568›Full record

ArticleClinical pharmacokinetics2013

Population pharmacokinetics of metformin in healthy subjects and patients with type 2 diabetes mellitus: simulation of doses according to renal function.

Janna K Duong, Shaun S Kumar, Carl M Kirkpatrick, Louise C Greenup, Manit Arora, Toong C Lee, Peter Timmins, Garry G Graham, Timothy J Furlong, Jerry R Greenfield and 2 more

Abstract readComparative StudyControlled Clinical Trial
PubMed Publisher
In one paragraph

Article in Clinical pharmacokinetics, 2013. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 47 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
47citing papers in PubMed, 1 pooled it
6.7field-weighted citation impact, top 2% of its field
1 · What the graph read from 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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

47 citing papers in PubMed, 1 synthesis or guideline pooled it, 108 citations in OpenAlex.

  1. Pooled it
  2. Effects of Pregnancy on the Pharmacokinetics of Metformin.Drug metabolism and disposition: the biological fate of chemicals · 2020 · on this map
    Trial
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  10. Cancers · 2024
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  15. Instituting a Successful Discharge Plan for Patients With Type 2 Diabetes: Challenges and Solutions.Diabetes spectrum : a publication of the American Diabetes Association · 2022
    Article
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  17. Review
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  19. Brain Plasma Membrane Monoamine Transporter in Health and Disease.Handbook of experimental pharmacology · 2021
    Article
  20. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

12 authors at 6 institutions in 6 countries.

Janna K DuongSchool of Medical Sciences, University of New South Wales, Kensington, Sydney, NSW, Australia.
Shaun S Kumar
Carl M Kirkpatrick
Louise C Greenup
Manit Arora
Toong C Lee
Peter Timmins
Garry G Graham
Timothy J Furlong
Jerry R Greenfield
Kenneth M Williams
Richard O Day
St. Vincent's Birmingham · USSt Vincent's Hospital Sydney · AUBristol-Myers Squibb (United Kingdom) · GBMonash University · AUUniversiti Sains Malaysia · MYUNSW Sydney · AU

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

BACKGROUND AND

objectiveMetformin is contraindicated in patients with renal impairment; however, there is poor adherence to current dosing guidelines. In addition, the pharmacokinetics of metformin in patients with significant renal impairment are not well described. The aims of this study were to investigate factors influencing the pharmacokinetic variability, including variant transporters, between healthy subjects and patients with type 2 diabetes mellitus (T2DM) and to simulate doses of metformin at varying stages of renal function.

methodsPlasma concentrations of metformin were pooled from three studies: patients with T2DM (study A; n = 120), healthy Caucasian subjects (study B; n = 16) and healthy Malaysian subjects (study C; n = 169). A population pharmacokinetic model of metformin was developed using NONMEM(®) version VI for both the immediate-release (IR) formulation and the extended-release (XR) formulation of metformin. Total body weight (TBW), lean body weight (LBW), creatinine clearance (CLCR; estimated using TBW and LBW) and 57 single-nucleotide polymorphisms (SNPs) of metformin transporters (OCT1, OCT2, OCT3, MATE1 and PMAT) were investigated as potential covariates. A nonparametric bootstrap (n = 1,000) was used to evaluate the final model. This model was used to simulate 1,000 concentration-time profiles for doses of metformin at each stage of renal impairment to ensure metformin concentrations do not exceed 5 mg/l, the proposed upper limit.

resultsCreatinine clearance and TBW were clinically and statistically significant covariates with the apparent clearance and volume of distribution of metformin, respectively. None of the 57 SNPs in transporters of metformin were significant covariates. In contrast to previous studies, there was no effect on the pharmacokinetics of metformin in patients carrying the reduced function OCT1 allele (R61C, G401S, 420del or G465R). Dosing simulations revealed that the maximum daily doses in relation to creatinine clearance to prescribe to patients are 500 mg (15 ml/min), 1,000 mg (30 ml/min), 2,000 mg (60 ml/min) and 3,000 mg (120 ml/min), for both the IR and XR formulations.

conclusionThe population model enabled doses of metformin to be simulated for each stage of renal function, to ensure the concentrations of metformin do not exceed 5 mg/l. However, the plasma concentrations of metformin at these dosage levels are still quite variable and monitoring metformin concentrations may be of value in individualising dosage. This study provides confirmatory data that metformin can be used, with appropriate dosage adjustment, in patients with renal impairment.

Indexed as

Models, BiologicalAdolescentAdultAgedAged, 80 and overDelayed-Action PreparationsDiabetes Mellitus, Type 2Dose-Response Relationship, DrugHumansHypoglycemic AgentsMalaysiaMembrane Transport ProteinsMetforminMiddle AgedNonlinear DynamicsPolymorphism, Single NucleotideDelayed-Action PreparationsHypoglycemic AgentsMembrane Transport ProteinsMetformin

Identifiers

PMID23475568
OpenAlexW2076894705

What OpenQuestion holds

Texttitle and abstract
Read underepoch 390

Registered trials

None linked

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 OpenQuestion graph.