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Li S, Xu B, Fan S, Kang B, Deng L, Chen D, Yang B, Tang F, He Z, Xue Y, Zhou JC. Effects of single-nucleotide polymorphism on the pharmacokinetics and pharmacodynamics of metformin. Expert Rev Clin Pharmacol 2022; 15:1107-1117. [PMID: 36065506 DOI: 10.1080/17512433.2022.2118714] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
Abstract
INTRODUCTION Metformin has been recognized as the first-choice drug for type 2 diabetes mellitus (T2DM). The potency of metformin in the treatment of type 2 diabetes has always been in the spotlight and shown significant individual differences. Based on previous studies, the efficacy of metformin is related to the single-nucleotide polymorphisms of transporter genes carried by patients, amongst which a variety of gene polymorphisms of transporter and target protein genes affect the effectiveness and adverse repercussion of metformin. AREAS COVERED Here, we reviewed the current knowledge about gene polymorphisms impacting metformin efficacy based on transporter and drug target proteins. EXPERT OPINION The reason for the difference in clinical drug potency of metformin can be attributed to the gene polymorphism of drug transporters and drug target proteins in the human body. Substantial evidence shows that genetic polymorphisms in transporters such as organic cation transporter 1 (OCT1) and organic cation transporter 2 (OCT2) affect the glucose-lowering effectiveness of metformin. However, optimization of individualized dosing regimens of metformin is necessary to clarify the role of several polymorphisms.
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Affiliation(s)
- Shaoqian Li
- The First Affiliated Hospital, Clinical Pharmacology Research Center, Hengyang Medical School, University of South China, Hengyang, Hunan, China.,The First Affiliated Hospital, Hengyang Key Laboratory of Clinical Pharmacology, School of Pharmaceutical Science, Hengyang Medical School, University of South China, Hengyang, Hunan, China.,The First Affiliated Hospital, Department of Clinical Laboratory Medicine, Institution of Microbiology and Infectious Diseases, Hengyang Medical School, University of South China, Hengyang, Hunan, China
| | - Bo Xu
- The First Affiliated Hospital, Clinical Pharmacology Research Center, Hengyang Medical School, University of South China, Hengyang, Hunan, China.,The First Affiliated Hospital, Hengyang Key Laboratory of Clinical Pharmacology, School of Pharmaceutical Science, Hengyang Medical School, University of South China, Hengyang, Hunan, China
| | - Shangzhi Fan
- The First Affiliated Hospital, Clinical Pharmacology Research Center, Hengyang Medical School, University of South China, Hengyang, Hunan, China.,The First Affiliated Hospital, Hengyang Key Laboratory of Clinical Pharmacology, School of Pharmaceutical Science, Hengyang Medical School, University of South China, Hengyang, Hunan, China.,The First Affiliated Hospital, Department of Clinical Laboratory Medicine, Institution of Microbiology and Infectious Diseases, Hengyang Medical School, University of South China, Hengyang, Hunan, China
| | - Bo Kang
- The First Affiliated Hospital, Clinical Pharmacology Research Center, Hengyang Medical School, University of South China, Hengyang, Hunan, China.,The First Affiliated Hospital, Hengyang Key Laboratory of Clinical Pharmacology, School of Pharmaceutical Science, Hengyang Medical School, University of South China, Hengyang, Hunan, China.,The First Affiliated Hospital, Department of Clinical Laboratory Medicine, Institution of Microbiology and Infectious Diseases, Hengyang Medical School, University of South China, Hengyang, Hunan, China
| | - Lijing Deng
- The First Affiliated Hospital, Clinical Pharmacology Research Center, Hengyang Medical School, University of South China, Hengyang, Hunan, China.,The First Affiliated Hospital, Hengyang Key Laboratory of Clinical Pharmacology, School of Pharmaceutical Science, Hengyang Medical School, University of South China, Hengyang, Hunan, China.,The First Affiliated Hospital, Pharmacy Department, Hengyang Medical School, University of South China, Hengyang, Hunan, China
| | - Danjun Chen
- The First Affiliated Hospital, Clinical Pharmacology Research Center, Hengyang Medical School, University of South China, Hengyang, Hunan, China.,The First Affiliated Hospital, Hengyang Key Laboratory of Clinical Pharmacology, School of Pharmaceutical Science, Hengyang Medical School, University of South China, Hengyang, Hunan, China.,The First Affiliated Hospital, Pharmacy Department, Hengyang Medical School, University of South China, Hengyang, Hunan, China
| | - Bo Yang
- The First Affiliated Hospital, Clinical Pharmacology Research Center, Hengyang Medical School, University of South China, Hengyang, Hunan, China.,The First Affiliated Hospital, Hengyang Key Laboratory of Clinical Pharmacology, School of Pharmaceutical Science, Hengyang Medical School, University of South China, Hengyang, Hunan, China.,The First Affiliated Hospital, Pharmacy Department, Hengyang Medical School, University of South China, Hengyang, Hunan, China
| | - Fan Tang
- The First Affiliated Hospital, Clinical Pharmacology Research Center, Hengyang Medical School, University of South China, Hengyang, Hunan, China.,The First Affiliated Hospital, Hengyang Key Laboratory of Clinical Pharmacology, School of Pharmaceutical Science, Hengyang Medical School, University of South China, Hengyang, Hunan, China.,The First Affiliated Hospital, Pharmacy Department, Hengyang Medical School, University of South China, Hengyang, Hunan, China
| | - Zunbo He
- The First Affiliated Hospital, Clinical Pharmacology Research Center, Hengyang Medical School, University of South China, Hengyang, Hunan, China.,The First Affiliated Hospital, Hengyang Key Laboratory of Clinical Pharmacology, School of Pharmaceutical Science, Hengyang Medical School, University of South China, Hengyang, Hunan, China.,The First Affiliated Hospital, Department of Anesthesiology, Hengyang Medical School, University of South China, Hengyang, Hunan, China
| | - Yong Xue
- The Second Affiliated Hospital, Pharmacy Department, Hengyang Medical School, University of South China, Hengyang, Hunan, China
| | - Jie-Can Zhou
- The First Affiliated Hospital, Clinical Pharmacology Research Center, Hengyang Medical School, University of South China, Hengyang, Hunan, China.,The First Affiliated Hospital, Hengyang Key Laboratory of Clinical Pharmacology, School of Pharmaceutical Science, Hengyang Medical School, University of South China, Hengyang, Hunan, China.,The First Affiliated Hospital, Department of Clinical Laboratory Medicine, Institution of Microbiology and Infectious Diseases, Hengyang Medical School, University of South China, Hengyang, Hunan, China.,The First Affiliated Hospital, Pharmacy Department, Hengyang Medical School, University of South China, Hengyang, Hunan, China
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2
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Reduced Cytokine Tumour Necrosis Factor by Pharmacological Intervention in a Preclinical Study. Biomolecules 2022; 12:biom12070877. [PMID: 35883432 PMCID: PMC9313251 DOI: 10.3390/biom12070877] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2022] [Revised: 06/15/2022] [Accepted: 06/22/2022] [Indexed: 02/04/2023] Open
Abstract
Recent preclinical studies in our laboratory have shown that the bile acid profile is altered during diabetes development and such alteration has been linked to the diabetes-associated inflammatory profile. Hence, this study aimed to investigate if the first-line antidiabetic drug metformin will alter the bile acid profile and diabetes-associated inflammation in a murine model of pre-type 2 diabetes. C57 mice were randomly allocated into three equal groups of eight. Group One was given a low-fat diet (LFD), Group Two was given a high-fat diet (HFD), and Group Three was given an HFD and, upon prediabetes confirmation, daily oral metformin for one month. Blood glucose, glycated haemoglobin, drug concentrations in tissues and faeces, and the inflammatory and bile acid profiles were measured. Metformin showed wide tissue distribution and was also present in faeces. The bile acid profile showed significant alteration due to prediabetes, and although metformin did not completely normalize it, it did exert significant effects on both the bile acid and the inflammatory profiles, suggesting a direct and, to some extent, positive impact, particularly on the diabetes-associated inflammatory profile.
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Wang X, Wang Z, Liu D, Jiang H, Cai C, Li G, Yu G. Canagliflozin Prevents Lipid Accumulation, Mitochondrial Dysfunction, and Gut Microbiota Dysbiosis in Mice With Diabetic Cardiovascular Disease. Front Pharmacol 2022; 13:839640. [PMID: 35281938 PMCID: PMC8905428 DOI: 10.3389/fphar.2022.839640] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2021] [Accepted: 01/20/2022] [Indexed: 12/12/2022] Open
Abstract
Type 2 diabetes mellitus (T2DM) is associated with cardiovascular disease (CVD) and sodium glucose cotransporter 2 inhibitors, as oral medications for T2DM treatment have shown the potential to improve vascular dysfunction. The aim of this study was to evaluate the ability of canagliflozin (Cana) to relieve CVD in T2DM mice and its possible action mechanism. Mice with diabetic CVD was conducted by a high-fat diet for 24 weeks, followed by oral gavaging with metformin (200 mg/kg/day) or Cana (50 mg/kg/day) for 6 weeks. The result demonstrated that Cana reduced serum lipid accumulation, and decreased the arteriosclerosis index and atherogenic index of plasma. In addition, Cana treatment reduced the circulating markers of inflammation. More importantly, Cana improved cardiac mitochondrial homeostasis and relieved oxidative stress. Moreover, Cana treatment alleviated the myocardial injury with decreasing levels of serous soluble cluster of differentiation 40 ligand and cardiac troponin I. Thus, cardiovascular abnormality was relieved by suppressing fibrosis and basement membrane thickening, while elevating the cluster of differentiation 31 expression level. Importantly, Cana increased the ratio of gut bacteria Firmicutes/Bacteroidetes and the relative abundance of Alistipes, Olsenella, and Alloprevotella, while it decreased the abundance of Mucispirillum, Helicobacter, and Proteobacteria at various taxonomic levels in mice with diabetic CVD. In short, Cana treatment altered the colonic microbiota composition close to the normal level, which was related with blood lipid, inflammation, and oxidative stress, and might play a vital role in CVD. In general, the improvements in the gut microbiota and myocardial mitochondrial homeostasis may represent the mechanism of Cana on CVD treatment.
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Affiliation(s)
- Xueliang Wang
- Key Laboratory of Marine Drugs of Ministry of Education, Shandong Provincial Key Laboratory of Glycoscience and Glycotechnology, School of Medicine and Pharmacy, Ocean University of China, Qingdao, China.,Precision Medicine Institute, The First Affiliated Hospital of Sun Yat-Sen University, Sun Yat-Sen University, Guangzhou, China
| | - Zhe Wang
- Key Laboratory of Marine Drugs of Ministry of Education, Shandong Provincial Key Laboratory of Glycoscience and Glycotechnology, School of Medicine and Pharmacy, Ocean University of China, Qingdao, China
| | - Di Liu
- Key Laboratory of Marine Drugs of Ministry of Education, Shandong Provincial Key Laboratory of Glycoscience and Glycotechnology, School of Medicine and Pharmacy, Ocean University of China, Qingdao, China
| | - Hao Jiang
- Key Laboratory of Marine Drugs of Ministry of Education, Shandong Provincial Key Laboratory of Glycoscience and Glycotechnology, School of Medicine and Pharmacy, Ocean University of China, Qingdao, China.,Laboratory for Marine Drugs and Bioproducts, Pilot National Laboratory for Marine Science and Technology, Qingdao, China
| | - Chao Cai
- Key Laboratory of Marine Drugs of Ministry of Education, Shandong Provincial Key Laboratory of Glycoscience and Glycotechnology, School of Medicine and Pharmacy, Ocean University of China, Qingdao, China.,Laboratory for Marine Drugs and Bioproducts, Pilot National Laboratory for Marine Science and Technology, Qingdao, China
| | - Guoyun Li
- Key Laboratory of Marine Drugs of Ministry of Education, Shandong Provincial Key Laboratory of Glycoscience and Glycotechnology, School of Medicine and Pharmacy, Ocean University of China, Qingdao, China.,Laboratory for Marine Drugs and Bioproducts, Pilot National Laboratory for Marine Science and Technology, Qingdao, China
| | - Guangli Yu
- Key Laboratory of Marine Drugs of Ministry of Education, Shandong Provincial Key Laboratory of Glycoscience and Glycotechnology, School of Medicine and Pharmacy, Ocean University of China, Qingdao, China.,Laboratory for Marine Drugs and Bioproducts, Pilot National Laboratory for Marine Science and Technology, Qingdao, China
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Alfaraidi H, Samaan MC. Metformin therapy in pediatric type 2 diabetes mellitus and its comorbidities: A review. Front Endocrinol (Lausanne) 2022; 13:1072879. [PMID: 36814831 PMCID: PMC9939509 DOI: 10.3389/fendo.2022.1072879] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/18/2022] [Accepted: 12/12/2022] [Indexed: 02/08/2023] Open
Abstract
Type 2 diabetes (T2D) rates in children and adolescents are rising globally. T2D is a complex and aggressive disease in children with several comorbidities, high treatment failure rates, and insulin needs within a few years from diagnosis. While myriads of pharmacotherapies are licensed to treat adults with T2D, treatments accessible to children and adolescents have been limited until recently. Metformin is an old drug with multiple beneficial metabolic health effects beyond glycemic control. This review discusses Metformin's origins, its mechanisms of action, and evidence for its use in the pediatric population to treat and prevent T2D. We also explore the evidence for its use as an obesity therapy, which is the primary driver of T2D, and T2D-driven comorbidities. While emerging therapies create new horizons for managing pediatric T2D, Metformin remains an inexpensive and safe part of the treatment plans of many T2D children globally for its beneficial metabolic effects.
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Affiliation(s)
- Haifa Alfaraidi
- College of Medicine, King Saud bin Abdulaziz University for Health Sciences, Ministry of National Guard Health Affairs, Riyadh, Saudi Arabia
- Department of Pediatrics, King Abdullah Specialized Children’s Hospital, King Abdulaziz Medical City, Ministry of National Guard Health Affairs, Riyadh, Saudi Arabia
- King Abdullah International Medical Research Center, Ministry of National Guard Health Affairs, Riyadh, Saudi Arabia
| | - M. Constantine Samaan
- Department of Pediatrics, McMaster University, Hamilton, ON, Canada
- Division of Pediatric Endocrinology, McMaster Children’s Hospital, Hamilton, ON, Canada
- Department of Health Research Methods, Evidence and Impact, McMaster University, Hamilton, ON, Canada
- Michael G. De Groote School of Medicine, McMaster University, Hamilton, ON, Canada
- *Correspondence: M. Constantine Samaan,
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Braga A, Izolan JS, Costa TCD, Araújo BVD. Free interstitial levels of metformin in the liver of healthy and diabetic Wistar rats. BRAZ J PHARM SCI 2022. [DOI: 10.1590/s2175-97902022e19674] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
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6
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Jeong YS, Jusko WJ. Meta-Assessment of Metformin Absorption and Disposition Pharmacokinetics in Nine Species. Pharmaceuticals (Basel) 2021; 14:545. [PMID: 34200427 PMCID: PMC8226464 DOI: 10.3390/ph14060545] [Citation(s) in RCA: 22] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2021] [Revised: 05/24/2021] [Accepted: 05/28/2021] [Indexed: 12/15/2022] Open
Abstract
The objective of this study was to systematically assess literature datasets and quantitatively analyze metformin PK in plasma and some tissues of nine species. The pharmacokinetic (PK) parameters and profiles of metformin in nine species were collected from the literature. Based on a simple allometric scaling, the systemic clearances (CL) of metformin in these species highly correlate with body weight (BW) (R2 = 0.85) and are comparable to renal plasma flow in most species except for rabbit and cat. Reported volumes of distribution (VSS) varied appreciably (0.32 to 10.1 L/kg) among species. Using the physiological and anatomical variables for each species, a minimal physiologically based pharmacokinetic (mPBPK) model consisting of blood and two tissue compartments (Tissues 1 and 2) was used for modeling metformin PK in the nine species. Permeability-limited distribution (low fd1 and fd2) and a single tissue-to-plasma partition coefficient (Kp) value for Tissues 1 and 2 were applied in the joint mPBPK fitting. Nonlinear regression analysis for common tissue distribution parameters along with species-specific CL values reasonably captured the plasma PK profiles of metformin across most species, except for rat and horse with later time deviations. In separate fittings of the mPBPK model to each species, Tissue 2 was considered as slowly-equilibrating compartment consisting of muscle and skin based on in silico calculations of the mean transit times through tissues. The well-fitted mPBPK model parameters for absorption and disposition PK of metformin for each species were compared with in vitro/in vivo results found in the literature with regard to the physiological details and physicochemical properties of metformin. Bioavailability and absorption rates decreased with the increased BW among the species. Tissues such as muscle dominate metformin distribution with low permeability and partitioning while actual tissue concentrations found in rats and mice show likely transporter-mediated uptake in liver, kidney, and gastrointestinal tissues. Metformin has diverse pharmacologic actions, and this assessment revealed allometric relationships in its absorption and renal clearance but considerable variability in actual and modeled tissue distribution probably caused by transporter differences.
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Affiliation(s)
| | - William J. Jusko
- Department of Pharmaceutical Sciences, School of Pharmacy and Pharmaceutical Sciences, State University of New York at Buffalo, Buffalo, NY 14214, USA;
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7
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Lee CB, Chae SU, Jo SJ, Jerng UM, Bae SK. The Relationship between the Gut Microbiome and Metformin as a Key for Treating Type 2 Diabetes Mellitus. Int J Mol Sci 2021; 22:ijms22073566. [PMID: 33808194 PMCID: PMC8037857 DOI: 10.3390/ijms22073566] [Citation(s) in RCA: 78] [Impact Index Per Article: 19.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2021] [Revised: 03/22/2021] [Accepted: 03/27/2021] [Indexed: 02/08/2023] Open
Abstract
Metformin is the first-line pharmacotherapy for treating type 2 diabetes mellitus (T2DM); however, its mechanism of modulating glucose metabolism is elusive. Recent advances have identified the gut as a potential target of metformin. As patients with metabolic disorders exhibit dysbiosis, the gut microbiome has garnered interest as a potential target for metabolic disease. Henceforth, studies have focused on unraveling the relationship of metabolic disorders with the human gut microbiome. According to various metagenome studies, gut dysbiosis is evident in T2DM patients. Besides this, alterations in the gut microbiome were also observed in the metformin-treated T2DM patients compared to the non-treated T2DM patients. Thus, several studies on rodents have suggested potential mechanisms interacting with the gut microbiome, including regulation of glucose metabolism, an increase in short-chain fatty acids, strengthening intestinal permeability against lipopolysaccharides, modulating the immune response, and interaction with bile acids. Furthermore, human studies have demonstrated evidence substantiating the hypotheses based on rodent studies. This review discusses the current knowledge of how metformin modulates T2DM with respect to the gut microbiome and discusses the prospect of harnessing this mechanism in treating T2DM.
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Affiliation(s)
- Chae Bin Lee
- College of Pharmacy and Integrated Research Institute of Pharmaceutical Sciences, The Catholic University of Korea, Bucheon 14662, Korea; (C.B.L.); (S.U.C.); (S.J.J.)
| | - Soon Uk Chae
- College of Pharmacy and Integrated Research Institute of Pharmaceutical Sciences, The Catholic University of Korea, Bucheon 14662, Korea; (C.B.L.); (S.U.C.); (S.J.J.)
| | - Seong Jun Jo
- College of Pharmacy and Integrated Research Institute of Pharmaceutical Sciences, The Catholic University of Korea, Bucheon 14662, Korea; (C.B.L.); (S.U.C.); (S.J.J.)
| | - Ui Min Jerng
- Department of Internal Medicine, College of Korean Medicine, Sangji University, Wonju 26339, Korea;
| | - Soo Kyung Bae
- College of Pharmacy and Integrated Research Institute of Pharmaceutical Sciences, The Catholic University of Korea, Bucheon 14662, Korea; (C.B.L.); (S.U.C.); (S.J.J.)
- Correspondence: ; Tel.: +82-2-2164-4054
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Liao MZ, Flood Nichols SK, Ahmed M, Clark S, Hankins GD, Caritis S, Venkataramanan R, Haas D, Quinney SK, Haneline LS, Tita AT, Manuck T, Wang J, Thummel KE, Brown LM, Ren Z, Easterling TR, Hebert MF. Effects of Pregnancy on the Pharmacokinetics of Metformin. Drug Metab Dispos 2020; 48:264-271. [PMID: 31980499 PMCID: PMC7076518 DOI: 10.1124/dmd.119.088435] [Citation(s) in RCA: 29] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2019] [Accepted: 12/30/2019] [Indexed: 12/22/2022] Open
Abstract
This study's primary objective was to fully characterize the pharmacokinetics of metformin in pregnant women with gestational diabetes mellitus (GDM) versus nonpregnant controls. Steady-state oral metformin pharmacokinetics in pregnant women with GDM receiving either metformin monotherapy (n = 24) or a combination with glyburide (n = 30) as well as in nonpregnant women with type 2 diabetes mellitus (T2DM) (n = 24) were determined utilizing noncompartmental techniques. Maternal and umbilical cord blood samples were collected at delivery from 38 women. With both 500- and 1000-mg doses, metformin bioavailability, volume of distribution beta (V β ), clearance, and renal clearance were significantly increased during pregnancy. In addition, in the women receiving metformin 500 mg, significantly higher metformin apparent oral clearance (CL/F) (27%), weight-adjusted renal secretion clearance (64%), and apparent oral volume of distribution beta (V β /F) (33%) were seen during pregnancy. Creatinine clearance was significantly higher during pregnancy. Increasing metformin dose from 500 to 1000 mg orally twice daily significantly increased V β /F by 28%, weight-adjusted V β /F by 32% and CL/F by 25%, and weight-adjusted CL/F by 28% during pregnancy. Mean metformin umbilical cord arterial-to-venous plasma concentration ratio was 1.0 ± 0.1, venous umbilical cord-to-maternal concentration ratio was 1.4 ± 0.5, and arterial umbilical cord-to-maternal concentration ratio was 1.5 ± 0.5. Systemic exposure after a 500-mg dose of metformin was lower during pregnancy compared with the nonpregnant women with T2DM. However, in patients receiving metformin 1000 mg, changes in estimated bioavailability during pregnancy offset the changes in clearance leading to no significant change in CL/F with the higher dose. SIGNIFICANCE STATEMENT: Gestational diabetes mellitus complicates 5%-13% of pregnancies and is often treated with metformin. Pregnant women undergo physiological changes that alter drug disposition. Preliminary data suggest that pregnancy lowers metformin concentrations, potentially affecting efficacy and safety. This study definitively describes pregnancy's effects on metformin pharmacokinetics and expands the mechanistic understanding of pharmacokinetic changes across the dosage range. Here we report the nonlinearity of metformin pharmacokinetics and the increase in bioavailability, clearance, renal clearance, and volume of distribution during pregnancy.
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Affiliation(s)
- Michael Z Liao
- University of Washington, Departments of Pharmaceutics (M.Z.L., J.W., K.E.T.), Obstetrics and Gynecology (T.R.E., M.F.H.), and Pharmacy (T.R.E., M.F.H.), Seattle, Washington; Madigan Army Medical Center, Division of Maternal-Fetal Medicine, Department of Obstetrics and Gynecology, Tacoma, Washington (S.K.F.N.); University of Texas Medical Branch in Galveston, Department of Obstetrics and Gynecology, Galveston, Texas (M.A., S.Cl., G.D.H.); University of Pittsburgh, Departments of Obstetrics and Gynecology (S.Ca.), Pharmacy and Pharmaceutical Sciences (R.V.), Pittsburgh, Pennsylvania; Indiana University, Departments of Obstetrics and Gynecology (D.H., S.K.Q.) and Pediatrics (L.S.H.), Indianapolis, Indiana; University of Alabama at Birmingham, Department of Obstetrics and Gynecology, Birmingham, Alabama (A.T.T.); University of North Carolina, Department of Obstetrics and Gynecology, Chapel Hill, North Carolina (T.M.); Biostatistics and Epidemiology Division, Environmental and Health Science Unit, RTI International, Rockville, Maryland (L.M.B.); and Obstetric and Pediatric Pharmacology and Therapeutic Branch, Eunice Kennedy Shriver National Institute of Child Health and Human Development, Bethesda, Maryland (Z.R.)
| | - Shannon K Flood Nichols
- University of Washington, Departments of Pharmaceutics (M.Z.L., J.W., K.E.T.), Obstetrics and Gynecology (T.R.E., M.F.H.), and Pharmacy (T.R.E., M.F.H.), Seattle, Washington; Madigan Army Medical Center, Division of Maternal-Fetal Medicine, Department of Obstetrics and Gynecology, Tacoma, Washington (S.K.F.N.); University of Texas Medical Branch in Galveston, Department of Obstetrics and Gynecology, Galveston, Texas (M.A., S.Cl., G.D.H.); University of Pittsburgh, Departments of Obstetrics and Gynecology (S.Ca.), Pharmacy and Pharmaceutical Sciences (R.V.), Pittsburgh, Pennsylvania; Indiana University, Departments of Obstetrics and Gynecology (D.H., S.K.Q.) and Pediatrics (L.S.H.), Indianapolis, Indiana; University of Alabama at Birmingham, Department of Obstetrics and Gynecology, Birmingham, Alabama (A.T.T.); University of North Carolina, Department of Obstetrics and Gynecology, Chapel Hill, North Carolina (T.M.); Biostatistics and Epidemiology Division, Environmental and Health Science Unit, RTI International, Rockville, Maryland (L.M.B.); and Obstetric and Pediatric Pharmacology and Therapeutic Branch, Eunice Kennedy Shriver National Institute of Child Health and Human Development, Bethesda, Maryland (Z.R.)
| | - Mahmoud Ahmed
- University of Washington, Departments of Pharmaceutics (M.Z.L., J.W., K.E.T.), Obstetrics and Gynecology (T.R.E., M.F.H.), and Pharmacy (T.R.E., M.F.H.), Seattle, Washington; Madigan Army Medical Center, Division of Maternal-Fetal Medicine, Department of Obstetrics and Gynecology, Tacoma, Washington (S.K.F.N.); University of Texas Medical Branch in Galveston, Department of Obstetrics and Gynecology, Galveston, Texas (M.A., S.Cl., G.D.H.); University of Pittsburgh, Departments of Obstetrics and Gynecology (S.Ca.), Pharmacy and Pharmaceutical Sciences (R.V.), Pittsburgh, Pennsylvania; Indiana University, Departments of Obstetrics and Gynecology (D.H., S.K.Q.) and Pediatrics (L.S.H.), Indianapolis, Indiana; University of Alabama at Birmingham, Department of Obstetrics and Gynecology, Birmingham, Alabama (A.T.T.); University of North Carolina, Department of Obstetrics and Gynecology, Chapel Hill, North Carolina (T.M.); Biostatistics and Epidemiology Division, Environmental and Health Science Unit, RTI International, Rockville, Maryland (L.M.B.); and Obstetric and Pediatric Pharmacology and Therapeutic Branch, Eunice Kennedy Shriver National Institute of Child Health and Human Development, Bethesda, Maryland (Z.R.)
| | - Shannon Clark
- University of Washington, Departments of Pharmaceutics (M.Z.L., J.W., K.E.T.), Obstetrics and Gynecology (T.R.E., M.F.H.), and Pharmacy (T.R.E., M.F.H.), Seattle, Washington; Madigan Army Medical Center, Division of Maternal-Fetal Medicine, Department of Obstetrics and Gynecology, Tacoma, Washington (S.K.F.N.); University of Texas Medical Branch in Galveston, Department of Obstetrics and Gynecology, Galveston, Texas (M.A., S.Cl., G.D.H.); University of Pittsburgh, Departments of Obstetrics and Gynecology (S.Ca.), Pharmacy and Pharmaceutical Sciences (R.V.), Pittsburgh, Pennsylvania; Indiana University, Departments of Obstetrics and Gynecology (D.H., S.K.Q.) and Pediatrics (L.S.H.), Indianapolis, Indiana; University of Alabama at Birmingham, Department of Obstetrics and Gynecology, Birmingham, Alabama (A.T.T.); University of North Carolina, Department of Obstetrics and Gynecology, Chapel Hill, North Carolina (T.M.); Biostatistics and Epidemiology Division, Environmental and Health Science Unit, RTI International, Rockville, Maryland (L.M.B.); and Obstetric and Pediatric Pharmacology and Therapeutic Branch, Eunice Kennedy Shriver National Institute of Child Health and Human Development, Bethesda, Maryland (Z.R.)
| | - Gary D Hankins
- University of Washington, Departments of Pharmaceutics (M.Z.L., J.W., K.E.T.), Obstetrics and Gynecology (T.R.E., M.F.H.), and Pharmacy (T.R.E., M.F.H.), Seattle, Washington; Madigan Army Medical Center, Division of Maternal-Fetal Medicine, Department of Obstetrics and Gynecology, Tacoma, Washington (S.K.F.N.); University of Texas Medical Branch in Galveston, Department of Obstetrics and Gynecology, Galveston, Texas (M.A., S.Cl., G.D.H.); University of Pittsburgh, Departments of Obstetrics and Gynecology (S.Ca.), Pharmacy and Pharmaceutical Sciences (R.V.), Pittsburgh, Pennsylvania; Indiana University, Departments of Obstetrics and Gynecology (D.H., S.K.Q.) and Pediatrics (L.S.H.), Indianapolis, Indiana; University of Alabama at Birmingham, Department of Obstetrics and Gynecology, Birmingham, Alabama (A.T.T.); University of North Carolina, Department of Obstetrics and Gynecology, Chapel Hill, North Carolina (T.M.); Biostatistics and Epidemiology Division, Environmental and Health Science Unit, RTI International, Rockville, Maryland (L.M.B.); and Obstetric and Pediatric Pharmacology and Therapeutic Branch, Eunice Kennedy Shriver National Institute of Child Health and Human Development, Bethesda, Maryland (Z.R.)
| | - Steve Caritis
- University of Washington, Departments of Pharmaceutics (M.Z.L., J.W., K.E.T.), Obstetrics and Gynecology (T.R.E., M.F.H.), and Pharmacy (T.R.E., M.F.H.), Seattle, Washington; Madigan Army Medical Center, Division of Maternal-Fetal Medicine, Department of Obstetrics and Gynecology, Tacoma, Washington (S.K.F.N.); University of Texas Medical Branch in Galveston, Department of Obstetrics and Gynecology, Galveston, Texas (M.A., S.Cl., G.D.H.); University of Pittsburgh, Departments of Obstetrics and Gynecology (S.Ca.), Pharmacy and Pharmaceutical Sciences (R.V.), Pittsburgh, Pennsylvania; Indiana University, Departments of Obstetrics and Gynecology (D.H., S.K.Q.) and Pediatrics (L.S.H.), Indianapolis, Indiana; University of Alabama at Birmingham, Department of Obstetrics and Gynecology, Birmingham, Alabama (A.T.T.); University of North Carolina, Department of Obstetrics and Gynecology, Chapel Hill, North Carolina (T.M.); Biostatistics and Epidemiology Division, Environmental and Health Science Unit, RTI International, Rockville, Maryland (L.M.B.); and Obstetric and Pediatric Pharmacology and Therapeutic Branch, Eunice Kennedy Shriver National Institute of Child Health and Human Development, Bethesda, Maryland (Z.R.)
| | - Raman Venkataramanan
- University of Washington, Departments of Pharmaceutics (M.Z.L., J.W., K.E.T.), Obstetrics and Gynecology (T.R.E., M.F.H.), and Pharmacy (T.R.E., M.F.H.), Seattle, Washington; Madigan Army Medical Center, Division of Maternal-Fetal Medicine, Department of Obstetrics and Gynecology, Tacoma, Washington (S.K.F.N.); University of Texas Medical Branch in Galveston, Department of Obstetrics and Gynecology, Galveston, Texas (M.A., S.Cl., G.D.H.); University of Pittsburgh, Departments of Obstetrics and Gynecology (S.Ca.), Pharmacy and Pharmaceutical Sciences (R.V.), Pittsburgh, Pennsylvania; Indiana University, Departments of Obstetrics and Gynecology (D.H., S.K.Q.) and Pediatrics (L.S.H.), Indianapolis, Indiana; University of Alabama at Birmingham, Department of Obstetrics and Gynecology, Birmingham, Alabama (A.T.T.); University of North Carolina, Department of Obstetrics and Gynecology, Chapel Hill, North Carolina (T.M.); Biostatistics and Epidemiology Division, Environmental and Health Science Unit, RTI International, Rockville, Maryland (L.M.B.); and Obstetric and Pediatric Pharmacology and Therapeutic Branch, Eunice Kennedy Shriver National Institute of Child Health and Human Development, Bethesda, Maryland (Z.R.)
| | - David Haas
- University of Washington, Departments of Pharmaceutics (M.Z.L., J.W., K.E.T.), Obstetrics and Gynecology (T.R.E., M.F.H.), and Pharmacy (T.R.E., M.F.H.), Seattle, Washington; Madigan Army Medical Center, Division of Maternal-Fetal Medicine, Department of Obstetrics and Gynecology, Tacoma, Washington (S.K.F.N.); University of Texas Medical Branch in Galveston, Department of Obstetrics and Gynecology, Galveston, Texas (M.A., S.Cl., G.D.H.); University of Pittsburgh, Departments of Obstetrics and Gynecology (S.Ca.), Pharmacy and Pharmaceutical Sciences (R.V.), Pittsburgh, Pennsylvania; Indiana University, Departments of Obstetrics and Gynecology (D.H., S.K.Q.) and Pediatrics (L.S.H.), Indianapolis, Indiana; University of Alabama at Birmingham, Department of Obstetrics and Gynecology, Birmingham, Alabama (A.T.T.); University of North Carolina, Department of Obstetrics and Gynecology, Chapel Hill, North Carolina (T.M.); Biostatistics and Epidemiology Division, Environmental and Health Science Unit, RTI International, Rockville, Maryland (L.M.B.); and Obstetric and Pediatric Pharmacology and Therapeutic Branch, Eunice Kennedy Shriver National Institute of Child Health and Human Development, Bethesda, Maryland (Z.R.)
| | - Sara K Quinney
- University of Washington, Departments of Pharmaceutics (M.Z.L., J.W., K.E.T.), Obstetrics and Gynecology (T.R.E., M.F.H.), and Pharmacy (T.R.E., M.F.H.), Seattle, Washington; Madigan Army Medical Center, Division of Maternal-Fetal Medicine, Department of Obstetrics and Gynecology, Tacoma, Washington (S.K.F.N.); University of Texas Medical Branch in Galveston, Department of Obstetrics and Gynecology, Galveston, Texas (M.A., S.Cl., G.D.H.); University of Pittsburgh, Departments of Obstetrics and Gynecology (S.Ca.), Pharmacy and Pharmaceutical Sciences (R.V.), Pittsburgh, Pennsylvania; Indiana University, Departments of Obstetrics and Gynecology (D.H., S.K.Q.) and Pediatrics (L.S.H.), Indianapolis, Indiana; University of Alabama at Birmingham, Department of Obstetrics and Gynecology, Birmingham, Alabama (A.T.T.); University of North Carolina, Department of Obstetrics and Gynecology, Chapel Hill, North Carolina (T.M.); Biostatistics and Epidemiology Division, Environmental and Health Science Unit, RTI International, Rockville, Maryland (L.M.B.); and Obstetric and Pediatric Pharmacology and Therapeutic Branch, Eunice Kennedy Shriver National Institute of Child Health and Human Development, Bethesda, Maryland (Z.R.)
| | - Laura S Haneline
- University of Washington, Departments of Pharmaceutics (M.Z.L., J.W., K.E.T.), Obstetrics and Gynecology (T.R.E., M.F.H.), and Pharmacy (T.R.E., M.F.H.), Seattle, Washington; Madigan Army Medical Center, Division of Maternal-Fetal Medicine, Department of Obstetrics and Gynecology, Tacoma, Washington (S.K.F.N.); University of Texas Medical Branch in Galveston, Department of Obstetrics and Gynecology, Galveston, Texas (M.A., S.Cl., G.D.H.); University of Pittsburgh, Departments of Obstetrics and Gynecology (S.Ca.), Pharmacy and Pharmaceutical Sciences (R.V.), Pittsburgh, Pennsylvania; Indiana University, Departments of Obstetrics and Gynecology (D.H., S.K.Q.) and Pediatrics (L.S.H.), Indianapolis, Indiana; University of Alabama at Birmingham, Department of Obstetrics and Gynecology, Birmingham, Alabama (A.T.T.); University of North Carolina, Department of Obstetrics and Gynecology, Chapel Hill, North Carolina (T.M.); Biostatistics and Epidemiology Division, Environmental and Health Science Unit, RTI International, Rockville, Maryland (L.M.B.); and Obstetric and Pediatric Pharmacology and Therapeutic Branch, Eunice Kennedy Shriver National Institute of Child Health and Human Development, Bethesda, Maryland (Z.R.)
| | - Alan T Tita
- University of Washington, Departments of Pharmaceutics (M.Z.L., J.W., K.E.T.), Obstetrics and Gynecology (T.R.E., M.F.H.), and Pharmacy (T.R.E., M.F.H.), Seattle, Washington; Madigan Army Medical Center, Division of Maternal-Fetal Medicine, Department of Obstetrics and Gynecology, Tacoma, Washington (S.K.F.N.); University of Texas Medical Branch in Galveston, Department of Obstetrics and Gynecology, Galveston, Texas (M.A., S.Cl., G.D.H.); University of Pittsburgh, Departments of Obstetrics and Gynecology (S.Ca.), Pharmacy and Pharmaceutical Sciences (R.V.), Pittsburgh, Pennsylvania; Indiana University, Departments of Obstetrics and Gynecology (D.H., S.K.Q.) and Pediatrics (L.S.H.), Indianapolis, Indiana; University of Alabama at Birmingham, Department of Obstetrics and Gynecology, Birmingham, Alabama (A.T.T.); University of North Carolina, Department of Obstetrics and Gynecology, Chapel Hill, North Carolina (T.M.); Biostatistics and Epidemiology Division, Environmental and Health Science Unit, RTI International, Rockville, Maryland (L.M.B.); and Obstetric and Pediatric Pharmacology and Therapeutic Branch, Eunice Kennedy Shriver National Institute of Child Health and Human Development, Bethesda, Maryland (Z.R.)
| | - Tracy Manuck
- University of Washington, Departments of Pharmaceutics (M.Z.L., J.W., K.E.T.), Obstetrics and Gynecology (T.R.E., M.F.H.), and Pharmacy (T.R.E., M.F.H.), Seattle, Washington; Madigan Army Medical Center, Division of Maternal-Fetal Medicine, Department of Obstetrics and Gynecology, Tacoma, Washington (S.K.F.N.); University of Texas Medical Branch in Galveston, Department of Obstetrics and Gynecology, Galveston, Texas (M.A., S.Cl., G.D.H.); University of Pittsburgh, Departments of Obstetrics and Gynecology (S.Ca.), Pharmacy and Pharmaceutical Sciences (R.V.), Pittsburgh, Pennsylvania; Indiana University, Departments of Obstetrics and Gynecology (D.H., S.K.Q.) and Pediatrics (L.S.H.), Indianapolis, Indiana; University of Alabama at Birmingham, Department of Obstetrics and Gynecology, Birmingham, Alabama (A.T.T.); University of North Carolina, Department of Obstetrics and Gynecology, Chapel Hill, North Carolina (T.M.); Biostatistics and Epidemiology Division, Environmental and Health Science Unit, RTI International, Rockville, Maryland (L.M.B.); and Obstetric and Pediatric Pharmacology and Therapeutic Branch, Eunice Kennedy Shriver National Institute of Child Health and Human Development, Bethesda, Maryland (Z.R.)
| | - Joanne Wang
- University of Washington, Departments of Pharmaceutics (M.Z.L., J.W., K.E.T.), Obstetrics and Gynecology (T.R.E., M.F.H.), and Pharmacy (T.R.E., M.F.H.), Seattle, Washington; Madigan Army Medical Center, Division of Maternal-Fetal Medicine, Department of Obstetrics and Gynecology, Tacoma, Washington (S.K.F.N.); University of Texas Medical Branch in Galveston, Department of Obstetrics and Gynecology, Galveston, Texas (M.A., S.Cl., G.D.H.); University of Pittsburgh, Departments of Obstetrics and Gynecology (S.Ca.), Pharmacy and Pharmaceutical Sciences (R.V.), Pittsburgh, Pennsylvania; Indiana University, Departments of Obstetrics and Gynecology (D.H., S.K.Q.) and Pediatrics (L.S.H.), Indianapolis, Indiana; University of Alabama at Birmingham, Department of Obstetrics and Gynecology, Birmingham, Alabama (A.T.T.); University of North Carolina, Department of Obstetrics and Gynecology, Chapel Hill, North Carolina (T.M.); Biostatistics and Epidemiology Division, Environmental and Health Science Unit, RTI International, Rockville, Maryland (L.M.B.); and Obstetric and Pediatric Pharmacology and Therapeutic Branch, Eunice Kennedy Shriver National Institute of Child Health and Human Development, Bethesda, Maryland (Z.R.)
| | - Kenneth E Thummel
- University of Washington, Departments of Pharmaceutics (M.Z.L., J.W., K.E.T.), Obstetrics and Gynecology (T.R.E., M.F.H.), and Pharmacy (T.R.E., M.F.H.), Seattle, Washington; Madigan Army Medical Center, Division of Maternal-Fetal Medicine, Department of Obstetrics and Gynecology, Tacoma, Washington (S.K.F.N.); University of Texas Medical Branch in Galveston, Department of Obstetrics and Gynecology, Galveston, Texas (M.A., S.Cl., G.D.H.); University of Pittsburgh, Departments of Obstetrics and Gynecology (S.Ca.), Pharmacy and Pharmaceutical Sciences (R.V.), Pittsburgh, Pennsylvania; Indiana University, Departments of Obstetrics and Gynecology (D.H., S.K.Q.) and Pediatrics (L.S.H.), Indianapolis, Indiana; University of Alabama at Birmingham, Department of Obstetrics and Gynecology, Birmingham, Alabama (A.T.T.); University of North Carolina, Department of Obstetrics and Gynecology, Chapel Hill, North Carolina (T.M.); Biostatistics and Epidemiology Division, Environmental and Health Science Unit, RTI International, Rockville, Maryland (L.M.B.); and Obstetric and Pediatric Pharmacology and Therapeutic Branch, Eunice Kennedy Shriver National Institute of Child Health and Human Development, Bethesda, Maryland (Z.R.)
| | - Linda Morris Brown
- University of Washington, Departments of Pharmaceutics (M.Z.L., J.W., K.E.T.), Obstetrics and Gynecology (T.R.E., M.F.H.), and Pharmacy (T.R.E., M.F.H.), Seattle, Washington; Madigan Army Medical Center, Division of Maternal-Fetal Medicine, Department of Obstetrics and Gynecology, Tacoma, Washington (S.K.F.N.); University of Texas Medical Branch in Galveston, Department of Obstetrics and Gynecology, Galveston, Texas (M.A., S.Cl., G.D.H.); University of Pittsburgh, Departments of Obstetrics and Gynecology (S.Ca.), Pharmacy and Pharmaceutical Sciences (R.V.), Pittsburgh, Pennsylvania; Indiana University, Departments of Obstetrics and Gynecology (D.H., S.K.Q.) and Pediatrics (L.S.H.), Indianapolis, Indiana; University of Alabama at Birmingham, Department of Obstetrics and Gynecology, Birmingham, Alabama (A.T.T.); University of North Carolina, Department of Obstetrics and Gynecology, Chapel Hill, North Carolina (T.M.); Biostatistics and Epidemiology Division, Environmental and Health Science Unit, RTI International, Rockville, Maryland (L.M.B.); and Obstetric and Pediatric Pharmacology and Therapeutic Branch, Eunice Kennedy Shriver National Institute of Child Health and Human Development, Bethesda, Maryland (Z.R.)
| | - Zhaoxia Ren
- University of Washington, Departments of Pharmaceutics (M.Z.L., J.W., K.E.T.), Obstetrics and Gynecology (T.R.E., M.F.H.), and Pharmacy (T.R.E., M.F.H.), Seattle, Washington; Madigan Army Medical Center, Division of Maternal-Fetal Medicine, Department of Obstetrics and Gynecology, Tacoma, Washington (S.K.F.N.); University of Texas Medical Branch in Galveston, Department of Obstetrics and Gynecology, Galveston, Texas (M.A., S.Cl., G.D.H.); University of Pittsburgh, Departments of Obstetrics and Gynecology (S.Ca.), Pharmacy and Pharmaceutical Sciences (R.V.), Pittsburgh, Pennsylvania; Indiana University, Departments of Obstetrics and Gynecology (D.H., S.K.Q.) and Pediatrics (L.S.H.), Indianapolis, Indiana; University of Alabama at Birmingham, Department of Obstetrics and Gynecology, Birmingham, Alabama (A.T.T.); University of North Carolina, Department of Obstetrics and Gynecology, Chapel Hill, North Carolina (T.M.); Biostatistics and Epidemiology Division, Environmental and Health Science Unit, RTI International, Rockville, Maryland (L.M.B.); and Obstetric and Pediatric Pharmacology and Therapeutic Branch, Eunice Kennedy Shriver National Institute of Child Health and Human Development, Bethesda, Maryland (Z.R.)
| | - Thomas R Easterling
- University of Washington, Departments of Pharmaceutics (M.Z.L., J.W., K.E.T.), Obstetrics and Gynecology (T.R.E., M.F.H.), and Pharmacy (T.R.E., M.F.H.), Seattle, Washington; Madigan Army Medical Center, Division of Maternal-Fetal Medicine, Department of Obstetrics and Gynecology, Tacoma, Washington (S.K.F.N.); University of Texas Medical Branch in Galveston, Department of Obstetrics and Gynecology, Galveston, Texas (M.A., S.Cl., G.D.H.); University of Pittsburgh, Departments of Obstetrics and Gynecology (S.Ca.), Pharmacy and Pharmaceutical Sciences (R.V.), Pittsburgh, Pennsylvania; Indiana University, Departments of Obstetrics and Gynecology (D.H., S.K.Q.) and Pediatrics (L.S.H.), Indianapolis, Indiana; University of Alabama at Birmingham, Department of Obstetrics and Gynecology, Birmingham, Alabama (A.T.T.); University of North Carolina, Department of Obstetrics and Gynecology, Chapel Hill, North Carolina (T.M.); Biostatistics and Epidemiology Division, Environmental and Health Science Unit, RTI International, Rockville, Maryland (L.M.B.); and Obstetric and Pediatric Pharmacology and Therapeutic Branch, Eunice Kennedy Shriver National Institute of Child Health and Human Development, Bethesda, Maryland (Z.R.)
| | - Mary F Hebert
- University of Washington, Departments of Pharmaceutics (M.Z.L., J.W., K.E.T.), Obstetrics and Gynecology (T.R.E., M.F.H.), and Pharmacy (T.R.E., M.F.H.), Seattle, Washington; Madigan Army Medical Center, Division of Maternal-Fetal Medicine, Department of Obstetrics and Gynecology, Tacoma, Washington (S.K.F.N.); University of Texas Medical Branch in Galveston, Department of Obstetrics and Gynecology, Galveston, Texas (M.A., S.Cl., G.D.H.); University of Pittsburgh, Departments of Obstetrics and Gynecology (S.Ca.), Pharmacy and Pharmaceutical Sciences (R.V.), Pittsburgh, Pennsylvania; Indiana University, Departments of Obstetrics and Gynecology (D.H., S.K.Q.) and Pediatrics (L.S.H.), Indianapolis, Indiana; University of Alabama at Birmingham, Department of Obstetrics and Gynecology, Birmingham, Alabama (A.T.T.); University of North Carolina, Department of Obstetrics and Gynecology, Chapel Hill, North Carolina (T.M.); Biostatistics and Epidemiology Division, Environmental and Health Science Unit, RTI International, Rockville, Maryland (L.M.B.); and Obstetric and Pediatric Pharmacology and Therapeutic Branch, Eunice Kennedy Shriver National Institute of Child Health and Human Development, Bethesda, Maryland (Z.R.)
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9
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Poli G, Cantini G, Armignacco R, Fucci R, Santi R, Canu L, Nesi G, Mannelli M, Luconi M. Metformin as a new anti-cancer drug in adrenocortical carcinoma. Oncotarget 2018; 7:49636-49648. [PMID: 27391065 PMCID: PMC5226535 DOI: 10.18632/oncotarget.10421] [Citation(s) in RCA: 35] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2016] [Accepted: 06/09/2016] [Indexed: 12/30/2022] Open
Abstract
Adrenocortical carcinoma (ACC) is a rare heterogeneous malignancy with poor prognosis. Since radical surgery is the only available treatment, more specific and effective drugs are urgently required. The anti-diabetic drug metformin has been associated with a decreased cancer prevalence and mortality in several solid tumors, prompting its possible use for ACC treatment. This paper evaluates the in vitro and in vivo anti-cancer effects of metformin using the ACC cell model H295R. Metformin treatment significantly reduces cell viability and proliferation in a dose- and time-dependent manner and associates with a significant inhibition of ERK1/2 and mTOR phosphorylation/activation, as well as with stimulation of AMPK activity. Metformin also triggers the apoptotic pathway, shown by the decreased expression of Bcl-2 and HSP27, HSP60 and HSP70, and enhanced membrane exposure of annexin V, resulting in activation of caspase-3 apoptotic effector. Metformin interferes with the proliferative autocrine loop of IGF2/IGF-1R, which supports adrenal cancer growth. Finally, in the ACC xenograft mouse model, obtained by subcutaneous injection of H295R cells, metformin intraperitoneal administration inhibits tumor growth, confirmed by the significant reduction of Ki67%. Our data suggest that metformin inhibits H295R cell growth both in vitro and in vivo. Further preclinical studies are necessary to validate the potential anti-cancer effect of metformin in patients affected by ACC.
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Affiliation(s)
- Giada Poli
- Endocrinology Unit, Department of Experimental and Clinical Biomedical Sciences "Mario Serio", University of Florence, Florence, Italy
| | - Giulia Cantini
- Endocrinology Unit, Department of Experimental and Clinical Biomedical Sciences "Mario Serio", University of Florence, Florence, Italy
| | - Roberta Armignacco
- Endocrinology Unit, Department of Experimental and Clinical Biomedical Sciences "Mario Serio", University of Florence, Florence, Italy
| | - Rossella Fucci
- Endocrinology Unit, Department of Experimental and Clinical Biomedical Sciences "Mario Serio", University of Florence, Florence, Italy
| | - Raffaella Santi
- Division of Pathological Anatomy, Department of Surgery and Translational Medicine, University of Florence, Florence, Italy
| | - Letizia Canu
- Endocrinology Unit, Department of Experimental and Clinical Biomedical Sciences "Mario Serio", University of Florence, Florence, Italy
| | - Gabriella Nesi
- Division of Pathological Anatomy, Department of Surgery and Translational Medicine, University of Florence, Florence, Italy
| | - Massimo Mannelli
- Endocrinology Unit, Department of Experimental and Clinical Biomedical Sciences "Mario Serio", University of Florence, Florence, Italy
| | - Michaela Luconi
- Endocrinology Unit, Department of Experimental and Clinical Biomedical Sciences "Mario Serio", University of Florence, Florence, Italy
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10
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Jacob S, Dötsch A, Knoll S, Köhler HR, Rogall E, Stoll D, Tisler S, Huhn C, Schwartz T, Zwiener C, Triebskorn R. Does the antidiabetic drug metformin affect embryo development and the health of brown trout ( Salmo trutta f. fario)? ENVIRONMENTAL SCIENCES EUROPE 2018; 30:48. [PMID: 30595998 PMCID: PMC6290717 DOI: 10.1186/s12302-018-0179-4] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/24/2018] [Accepted: 11/24/2018] [Indexed: 05/03/2023]
Abstract
BACKGROUND Due to the rising number of type 2 diabetes patients, the antidiabetic drug, metformin is currently among those pharmaceuticals with the highest consumption rates worldwide. Via sewage-treatment plants, metformin enters surface waters where it is frequently detected in low concentrations (µg/L). Since possible adverse effects of this substance in aquatic organisms have been insufficiently explored to date, the aim of this study was to investigate the impact of metformin on health and development in brown trout (Salmo trutta f. fario) and its microbiome. RESULTS Brown trout embryos were exposed to 0, 1, 10, 100 and 1000 µg/L metformin over a period from 48 days post fertilisation (dpf) until 8 weeks post-yolk sac consumption at 7 °C (156 dpf) and 11 °C (143 dpf). Chemical analyses in tissues of exposed fish showed the concentration-dependent presence of metformin in the larvae. Mortality, embryonic development, body length, liver tissue integrity, stress protein levels and swimming behaviour were not influenced. However, compared to the controls, the amount of hepatic glycogen was higher in larvae exposed to metformin, especially in fish exposed to the lowest metformin concentration of 1 µg/L, which is environmentally relevant. At higher metformin concentrations, the glycogen content in the liver showed a high variability, especially for larvae exposed to 1000 µg/L metformin. Furthermore, the body weight of fish exposed to 10 and 100 µg/L metformin at 7 °C and to 1 µg/L metformin at 11 °C was decreased compared with the respective controls. The results of the microbiome analyses indicated a shift in the bacteria distribution in fish exposed to 1 and 10 µg/L metformin at 7 °C and to 100 µg/L metformin at 11 °C, leading to an increase of Proteobacteria and a reduction of Firmicutes and Actinobacteria. CONCLUSIONS Overall, weight reduction and the increased glycogen content belong to the described pharmaceutical effects of the drug in humans, but this study showed that they also occur in brown trout larvae. The impact of a shift in the intestinal microbiome caused by metformin on the immune system and vitality of the host organism should be the subject of further research before assessing the environmental relevance of the pharmaceutical.
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Affiliation(s)
- Stefanie Jacob
- Animal Physiological Ecology, University of Tübingen, Auf der Morgenstelle 5, 72076 Tübingen, Germany
| | - Andreas Dötsch
- Department of Physiology and Biochemistry of Nutrition, Max Rubner-Institut, Haid-und-Neu-Straße 9, 76131 Karlsruhe, Germany
- Interface Microbiology, Karlsruhe Institute of Technology, Hermann-von-Helmholtz-Platz 1, 76344 Eggenstein-Leopoldshafen, Germany
| | - Sarah Knoll
- Effect-based Environmental Analysis, University of Tübingen, Auf der Morgenstelle 18, 72076 Tübingen, Germany
| | - Heinz-R. Köhler
- Animal Physiological Ecology, University of Tübingen, Auf der Morgenstelle 5, 72076 Tübingen, Germany
| | - Eike Rogall
- Interface Microbiology, Karlsruhe Institute of Technology, Hermann-von-Helmholtz-Platz 1, 76344 Eggenstein-Leopoldshafen, Germany
| | - Dominic Stoll
- Department of Safety and Quality of Fruit and Vegetables, Max Rubner-Institut, Haid-und-Neu-Straße 9, 76131 Karlsruhe, Germany
| | - Selina Tisler
- Environmental Analytical Chemistry, University of Tübingen, Hölderlinstr.12, 72074 Tübingen, Germany
| | - Carolin Huhn
- Effect-based Environmental Analysis, University of Tübingen, Auf der Morgenstelle 18, 72076 Tübingen, Germany
| | - Thomas Schwartz
- Interface Microbiology, Karlsruhe Institute of Technology, Hermann-von-Helmholtz-Platz 1, 76344 Eggenstein-Leopoldshafen, Germany
| | - Christian Zwiener
- Environmental Analytical Chemistry, University of Tübingen, Hölderlinstr.12, 72074 Tübingen, Germany
| | - Rita Triebskorn
- Animal Physiological Ecology, University of Tübingen, Auf der Morgenstelle 5, 72076 Tübingen, Germany
- Steinbeis Transfer Center for Ecotoxicology and Ecophysiology, Blumenstr. 13, 72108 Rottenburg, Germany
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11
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Wang H, Zhu C, Ying Y, Luo L, Huang D, Luo Z. Metformin and berberine, two versatile drugs in treatment of common metabolic diseases. Oncotarget 2017. [PMID: 29515798 PMCID: PMC5839379 DOI: 10.18632/oncotarget.20807] [Citation(s) in RCA: 69] [Impact Index Per Article: 8.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022] Open
Abstract
Metformin has been used as a glucose lowering drug for several centuries and is now a first-line drug for type 2 diabetes mellitus (T2DM). Since the discovery that it activates AMP-activated protein kinase (AMPK) and reduces risk of cancer, metformin has drawn great attentions. Another drug, berberine, extracted from berberis vulgaris L. (root), was an ancient herbal medicine in treating diarrhea. Ongoing experimental and clinical studies have illuminated great potential of berberine in regulation of glucose and lipid homeostasis, cancer growth and inflammation. Furthermore, the lipid lowering effect of berberine is comparable to those conventional lipid drugs but with low toxicity. Therefore, it is right time to transform beneficial effects of berberine into therapeutic practice. Metformin and berberine share many features in actions despite different structure and both could be excellent drugs in treating T2DM, obesity, cardiac diseases, tumour, as well as inflammation. Since these disorders are often connected and comprise common pathogenic factors that could be targeted by the two drugs, understanding their actions can give us rationale for expansion of their clinical uses.
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Affiliation(s)
- Haoran Wang
- Department of Gastroenterology, Research Institute of Digestive Diseases, The First Hospital of Nanchang University, Nanchang, China
| | - Chen Zhu
- Department of Gastroenterology, Research Institute of Digestive Diseases, The First Hospital of Nanchang University, Nanchang, China
| | - Ying Ying
- Jiangxi Provincial Key Laboratory of Tumour Pathogenesis and Molecular Pathology, Department of Pathophysiology, School of Basic Medical Sciences, Nanchang University, Nanchang, China
| | - Lingyu Luo
- Department of Gastroenterology, Research Institute of Digestive Diseases, The First Hospital of Nanchang University, Nanchang, China
| | - Deqiang Huang
- Department of Gastroenterology, Research Institute of Digestive Diseases, The First Hospital of Nanchang University, Nanchang, China
| | - Zhijun Luo
- Jiangxi Provincial Key Laboratory of Tumour Pathogenesis and Molecular Pathology, Department of Pathophysiology, School of Basic Medical Sciences, Nanchang University, Nanchang, China.,Department of Biochemistry, Boston University School of Medicine, Boston, MA, USA
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Hussain I, Ali I, Rahman H, Ghani SS. Novel contribution of chromatography in the development and analyses of metformin hydrochloride in biological and environmental samples. J LIQ CHROMATOGR R T 2017. [DOI: 10.1080/10826076.2017.1334216] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2023]
Affiliation(s)
- Iqbal Hussain
- Department of General Studies, Jubail Industrial College, Jubail Industrial City, Saudi Arabia
| | - Imran Ali
- Department of Chemistry, Jamia Millia Islamia (Central University), New Delhi, India
| | - Habibur Rahman
- Department of General Studies, Jubail Industrial College, Jubail Industrial City, Saudi Arabia
| | - Syed Sauban Ghani
- Department of General Studies, Jubail Industrial College, Jubail Industrial City, Saudi Arabia
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Buse JB, DeFronzo RA, Rosenstock J, Kim T, Burns C, Skare S, Baron A, Fineman M. The Primary Glucose-Lowering Effect of Metformin Resides in the Gut, Not the Circulation: Results From Short-term Pharmacokinetic and 12-Week Dose-Ranging Studies. Diabetes Care 2016; 39:198-205. [PMID: 26285584 DOI: 10.2337/dc15-0488] [Citation(s) in RCA: 211] [Impact Index Per Article: 23.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/06/2015] [Accepted: 07/16/2015] [Indexed: 02/03/2023]
Abstract
OBJECTIVE Delayed-release metformin (Met DR) is formulated to deliver the drug to the lower bowel to leverage the gut-based mechanisms of metformin action with lower plasma exposure. Met DR was assessed in two studies. Study 1 compared the bioavailability of single daily doses of Met DR to currently available immediate-release metformin (Met IR) and extended-release metformin (Met XR) in otherwise healthy volunteers. Study 2 assessed glycemic control in subjects with type 2 diabetes (T2DM) over 12 weeks. RESEARCH DESIGN AND METHODS Study 1 was a phase 1, randomized, four-period crossover study in 20 subjects. Study 2 was a 12-week, phase 2, multicenter, placebo-controlled, dose-ranging study in 240 subjects with T2DM randomized to receive Met DR 600, 800, or 1,000 mg administered once daily; blinded placebo; or unblinded Met XR 1,000 or 2,000 mg (reference). RESULTS The bioavailability of 1,000 mg Met DR b.i.d. was ∼50% that of Met IR and Met XR (study 1). In study 2, 600, 800, and 1,000 mg Met DR q.d. produced statistically significant, clinically relevant, and sustained reductions in fasting plasma glucose (FPG) levels over 12 weeks compared with placebo, with an ∼40% increase in potency compared with Met XR. The placebo-subtracted changes from baseline in HbA1c level at 12 weeks were consistent with changes in FPG levels. All treatments were generally well tolerated, and adverse events were consistent with Glucophage/Glucophage XR prescribing information. CONCLUSIONS Dissociation of the glycemic effect from plasma exposure with gut-restricted Met DR provides strong evidence for a predominantly lower bowel-mediated mechanism of metformin action.
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Affiliation(s)
- John B Buse
- University of North Carolina School of Medicine, Chapel Hill, NC
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Prolonged metformin treatment leads to reduced transcription of Nrf2 and neurotrophic factors without cognitive impairment in older C57BL/6J mice. Behav Brain Res 2015; 301:1-9. [PMID: 26698400 DOI: 10.1016/j.bbr.2015.12.012] [Citation(s) in RCA: 69] [Impact Index Per Article: 6.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2015] [Revised: 12/08/2015] [Accepted: 12/11/2015] [Indexed: 12/12/2022]
Abstract
Long-term use of anti-diabetic agents has become commonplace as rates of obesity, metabolic syndrome and diabetes continue to escalate. Metformin, a commonly used anti-diabetic drug, has been shown to have many beneficial effects outside of its therapeutic regulation of glucose metabolism and insulin sensitivity. Studies on metformin's effects on the central nervous system are limited and predominantly consist of in vitro studies and a few in vivo studies with short-term treatment in relatively young animals; some provide support for metformin as a neuroprotective agent while others show evidence that metformin may be deleterious to neuronal survival. In this study, we examined the effect of long-term metformin treatment on brain neurotrophins and cognition in aged male C57Bl/6 mice. Mice were fed control (C), high-fat (HF) or a high-fat diet supplemented with metformin (HFM) for 6 months. Metformin decreased body fat composition and attenuated declines in motor function induced by a HF diet. Performance in the Morris water maze test of hippocampal based memory function, showed that metformin prevented impairment of spatial reference memory associated with the HF diet. Quantitative RT-PCR on brain homogenates revealed decreased transcription of BDNF, NGF and NTF3; however protein levels were not altered. Metformin treatment also decreased expression of the antioxidant pathway regulator, Nrf2. The decrease in transcription of neurotrophic factors and Nrf2 with chronic metformin intake, cautions of the possibility that extended metformin use may alter brain biochemistry in a manner that creates a vulnerable brain environment and warrants further investigation.
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15
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Wintrob ZAP. Should Pharmacokinetic Safety Challenges Prevent Metformin Use in Patients With Cancer? J Pharm Pract 2015; 28:48-9. [DOI: 10.1177/0897190014559392] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
Affiliation(s)
- Zachary A. P. Wintrob
- School of Pharmacy and Pharmaceutical Sciences, State University of New York at Buffalo, Buffalo, NY, USA
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16
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Ali I, Hussain I, Sanagi MM, Ibrahim WAW, Aboul-Enein HY. Analyses of Biguanides and Related Compounds in Biological and Environmental Samples by HPLC. J LIQ CHROMATOGR R T 2014. [DOI: 10.1080/10826076.2014.940803] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/22/2023]
Affiliation(s)
- Imran Ali
- a Department of Chemistry , Jamia Millia Islamia (Central University) , New Delhi , India
| | - Iqbal Hussain
- b Department of Chemistry, Faculty of Science , Universiti Teknologi Malaysia , Johor Bahru , Johor , Malaysia
- c Ibnu Sina Institute for Fundamental Science Studies, Nanotechnology Reseach Alliance , Universiti Teknologi Malaysia , Johor Bahru , Johor , Malaysia
| | - Mohd Marsin Sanagi
- b Department of Chemistry, Faculty of Science , Universiti Teknologi Malaysia , Johor Bahru , Johor , Malaysia
- c Ibnu Sina Institute for Fundamental Science Studies, Nanotechnology Reseach Alliance , Universiti Teknologi Malaysia , Johor Bahru , Johor , Malaysia
| | - Wan Aini Wan Ibrahim
- b Department of Chemistry, Faculty of Science , Universiti Teknologi Malaysia , Johor Bahru , Johor , Malaysia
- c Ibnu Sina Institute for Fundamental Science Studies, Nanotechnology Reseach Alliance , Universiti Teknologi Malaysia , Johor Bahru , Johor , Malaysia
| | - Hassan Y. Aboul-Enein
- d Department of Pharmaceutical and Medicinal Chemistry , Pharmaceutical and Drug Industries Research Division, National Research Centre , Dokki , Cairo , Egypt
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Graham GG, Punt J, Arora M, Day RO, Doogue MP, Duong JK, Furlong TJ, Greenfield JR, Greenup LC, Kirkpatrick CM, Ray JE, Timmins P, Williams KM. Clinical pharmacokinetics of metformin. Clin Pharmacokinet 2011; 50:81-98. [PMID: 21241070 DOI: 10.2165/11534750-000000000-00000] [Citation(s) in RCA: 833] [Impact Index Per Article: 59.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
Metformin is widely used for the treatment of type 2 diabetes mellitus. It is a biguanide developed from galegine, a guanidine derivative found in Galega officinalis (French lilac). Chemically, it is a hydrophilic base which exists at physiological pH as the cationic species (>99.9%). Consequently, its passive diffusion through cell membranes should be very limited. The mean ± SD fractional oral bioavailability (F) of metformin is 55 ± 16%. It is absorbed predominately from the small intestine. Metformin is excreted unchanged in urine. The elimination half-life (t(½)) of metformin during multiple dosages in patients with good renal function is approximately 5 hours. From published data on the pharmacokinetics of metformin, the population mean of its clearances were calculated. The population mean renal clearance (CL(R)) and apparent total clearance after oral administration (CL/F) of metformin were estimated to be 510 ± 130 mL/min and 1140 ± 330 mL/min, respectively, in healthy subjects and diabetic patients with good renal function. Over a range of renal function, the population mean values of CL(R) and CL/F of metformin are 4.3 ± 1.5 and 10.7 ± 3.5 times as great, respectively, as the clearance of creatinine (CL(CR)). As the CL(R) and CL/F decrease approximately in proportion to CL(CR), the dosage of metformin should be reduced in patients with renal impairment in proportion to the reduced CL(CR). The oral absorption, hepatic uptake and renal excretion of metformin are mediated very largely by organic cation transporters (OCTs). An intron variant of OCT1 (single nucleotide polymorphism [SNP] rs622342) has been associated with a decreased effect on blood glucose in heterozygotes and a lack of effect of metformin on plasma glucose in homozygotes. An intron variant of multidrug and toxin extrusion transporter [MATE1] (G>A, SNP rs2289669) has also been associated with a small increase in antihyperglycaemic effect of metformin. Overall, the effect of structural variants of OCTs and other cation transporters on the pharmacokinetics of metformin appears small and the subsequent effects on clinical response are also limited. However, intersubject differences in the levels of expression of OCT1 and OCT3 in the liver are very large and may contribute more to the variations in the hepatic uptake and clinical effect of metformin. Lactic acidosis is the feared adverse effect of the biguanide drugs but its incidence is very low in patients treated with metformin. We suggest that the mean plasma concentrations of metformin over a dosage interval be maintained below 2.5 mg/L in order to minimize the development of this adverse effect.
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Affiliation(s)
- Garry G Graham
- Department of Pharmacology & Toxicology, St Vincents Clinical School, University of New South Wales, Sydney, New South Wales, Australia.
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18
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Aubert G, Mansuy V, Voirol MJ, Pellerin L, Pralong FP. The anorexigenic effects of metformin involve increases in hypothalamic leptin receptor expression. Metabolism 2011; 60:327-34. [PMID: 20303124 DOI: 10.1016/j.metabol.2010.02.007] [Citation(s) in RCA: 57] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/08/2009] [Revised: 02/04/2010] [Accepted: 02/08/2010] [Indexed: 01/31/2023]
Abstract
Metformin demonstrates anorectic effects in vivo and inhibits neuropeptide Y expression in cultured hypothalamic neurons. Here we investigated the mechanisms implicated in the modulation of feeding by metformin in animals rendered obese by long-term high-fat diet (diet-induced obesity [DIO]) and in animals resistant to obesity (diet resistant [DR]). Male Long-Evans rats were kept on normal chow feeding (controls) or on high-fat diet (DIO, DR) for 6 months. Afterward, rats were treated 14 days with metformin (75 mg/kg) or isotonic sodium chloride solution and killed. Energy efficiency, metabolic parameters, and gene expression were analyzed at the end of the high-fat diet period and after 14 days of metformin treatment. At the end of the high-fat diet period, despite higher leptin levels, DIO rats had higher levels of hypothalamic neuropeptide Y expression than DR or control rats, suggesting a central leptin resistance. In DIO but also in DR rats, metformin treatment induced significant reductions of food intake accompanied by decreases in body weight. Interestingly, the weight loss achieved by metformin was correlated with pretreatment plasma leptin levels. This effect was paralleled by a stimulation of the expression of the leptin receptor gene (ObRb) in the arcuate nucleus. These data identify the hypothalamic ObRb as a gene modulated after metformin treatment and suggest that the anorectic effects of the drug are potentially mediated via an increase in the central sensitivity to leptin. Thus, they provide a rationale for novel therapeutic approaches associating leptin and metformin in the treatment of obesity.
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Affiliation(s)
- Grégory Aubert
- Service of Endocrinology, Diabetology and Metabolism and Lausanne Center for Metabolic and Cardiovascular Diseases, University Hospital and Faculty of Biology and Medicine, 1011 Lausanne, Switzerland
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19
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The effects of genetic polymorphisms in the organic cation transporters OCT1, OCT2, and OCT3 on the renal clearance of metformin. Clin Pharmacol Ther 2009; 86:299-306. [PMID: 19536068 DOI: 10.1038/clpt.2009.92] [Citation(s) in RCA: 232] [Impact Index Per Article: 14.5] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2023]
Abstract
Organic cation transporters (OCTs) can mediate metformin transmembrane transport. We explored metformin pharmacokinetics in relation to genetic variations in OCT1, OCT2, OCT3, OCTN1, and MATE1 in 103 healthy male Caucasians. Renal clearance varied 3.8-fold and was significantly dependent on creatinine clearance (r(2) = 0.42, P < 0.0001), age (r(2) = 0.09, P = 0.002), and OCT1 polymorphisms. Carriers of zero, one, and two low-activity OCT1 alleles (Arg61Cys, Gly401Ser, 420del, or Gly465Arg) had mean renal clearances of 30.6, 33.1, and 37.1 l/h, respectively (P = 0.04, after adjustment for creatinine clearance and age). Immunohistochemical staining of human kidneys demonstrated OCT1 expression on the apical side of proximal and distal tubules. Increased renal clearance, in parallel with the known decreased hepatic uptake, may contribute to reduced metformin efficacy in low-activity genotypes. Renal OCT1 expression may be important not only in relation to metformin but with respect to other drugs as well.
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20
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Simple high-performance liquid chromatographic method for the determination of metformin in human plasma. JOURNAL OF CHROMATOGRAPHY. B, BIOMEDICAL SCIENCES AND APPLICATIONS 1998; 710:243-6. [PMID: 9686895 DOI: 10.1016/s0378-4347(98)00117-0] [Citation(s) in RCA: 59] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]
Abstract
A simple high-performance liquid chromatographic method using ultraviolet detection was developed for the determination of metformin in human plasma. The method entailed direct injection of the plasma sample after deproteination using perchloric acid. The mobile phase comprised 0.01 M potassium dihydrogen orthophosphate (pH 3.5) and acetonitrile (60:40, v/v). Analyses were run at a flow-rate of 1.0 ml/min with the detector operating at a detection wavelength of 234 nm. The method is specific and sensitive, with a quantification limit of approximately 60 ng/ml and a detection limit of 15 ng/ml at a signal-to-noise ratio of 3:1. The mean absolute recovery value was about 97%, while the within-day and between-day coefficient of variation and percent error values of the assay method were all less than 8%. The calibration curve was linear over a concentration range of 62.5-4000 ng/ml.
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21
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Song JZ, Chen HF, Tian SJ, Sun ZP. Determination of metformin in plasma by capillary electrophoresis using field-amplified sample stacking technique. JOURNAL OF CHROMATOGRAPHY. B, BIOMEDICAL SCIENCES AND APPLICATIONS 1998; 708:277-83. [PMID: 9653973 DOI: 10.1016/s0378-4347(97)00635-x] [Citation(s) in RCA: 65] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]
Abstract
A capillary electrophoresis method was described for the determination of metformin in human plasma based on the extraction of the ion-pair with bromothymol blue into chloroform. Phenformin was used as internal standard. Field-amplified sample stacking injection was employed with an electrokinetic injection voltage of 10 kV for 10 s. The running buffer was 0.1 M phosphate buffer (pH 2.5), running voltage was 20 kV and the UV absorbance detection was set at 195 nm. The limit of quantitation was 0.25 microg/ml. Linearity range of calibration curve was 0.25 to 3.5 microg/ml. Recoveries for three levels (0.25, 1 and 2 microg/ml) were 80.24%, 67.44% and 58.97% (n = 5 for each level), respectively. The intra-day precisions for the three levels were 11.9%, 3.09% and 4.33% and the inter-day precisions were 12.4%, 4.57% and 4.94%, respectively. The concentrations of metformin hydrochloride in human plasma of eight volunteers were measured after orally administrating metformin enteric-capsule and tablet.
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Affiliation(s)
- J Z Song
- Division of Instrumental Analysis, National Institute for the Control of Pharmaceutical and Biological Products, Temple of Heaven, Beijing, China
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22
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Bretnall AE, Clarke GS. Metformin Hydrochloride. ANALYTICAL PROFILES OF DRUG SUBSTANCES AND EXCIPIENTS 1998. [DOI: 10.1016/s0099-5428(08)60757-1] [Citation(s) in RCA: 23] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/15/2023]
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Abstract
The biguanide metformin (dimethylbiguanide) is an oral antihyperglycaemic agent widely used in the management of non-insulin-dependent diabetes mellitus (NIDDM). Considerable renewal of interest in this drug has been observed in recent years. Metformin can be determined in biological fluids by various methods, mainly using high performance liquid chromatography, which allows pharmacokinetic studies in healthy volunteers and diabetic patients. Metformin disposition is apparently unaffected by the presence of diabetes and only slightly affected by the use of different oral formulations. Metformin has an absolute oral bioavailability of 40 to 60%, and gastrointestinal absorption is apparently complete within 6 hours of ingestion. An inverse relationship was observed between the dose ingested and the relative absorption with therapeutic doses ranging from 0.5 to 1.5 g, suggesting the involvement of an active, saturable absorption process. Metformin is rapidly distributed following absorption and does not bind to plasma proteins. No metabolites or conjugates of metformin have been identified. The absence of liver metabolism clearly differentiates the pharmacokinetics of metformin from that of other biguanides, such as phenformin. Metformin undergoes renal excretion and has a mean plasma elimination half-life after oral administration of between 4.0 and 8.7 hours. This elimination is prolonged in patients with renal impairment and correlates with creatinine clearance. There are only scarce data on the relationship between plasma metformin concentrations and metabolic effects. Therapeutic levels may be 0.5 to 1.0 mg/L in the fasting state and 1 to 2 mg/L after a meal, but monitoring has little clinical value except when lactic acidosis is suspected or present. Indeed, when lactic acidosis occurs in metformin-treated patients, early determination of the metformin plasma concentration appears to be the best criterion for assessing the involvement of the drug in this acute condition. After confirmation of the diagnosis, treatment should rapidly involve forced diuresis or haemodialysis, both of which favour rapid elimination of the drug. Although serious, lactic acidosis due to metformin is rare and may be minimised by strict adherence to prescribing guidelines and contraindications, particularly the presence of renal failure. Finally, only very few drug interactions have been described with metformin in healthy volunteers. Plasma levels may be reduced by guar gum and alpha-glucosidase inhibitors and increased by cimetidine, but no data are yet available in the diabetic population.
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Affiliation(s)
- A J Scheen
- Department of Medicine, CHU Sart Tilman, Liège, Belgium
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24
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Scheen AJ, de Magalhaes AC, Salvatore T, Lefebvre PJ. Reduction of the acute bioavailability of metformin by the alpha-glucosidase inhibitor acarbose in normal man. Eur J Clin Invest 1994; 24 Suppl 3:50-4. [PMID: 7818725 DOI: 10.1111/j.1365-2362.1994.tb02257.x] [Citation(s) in RCA: 20] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/27/2023]
Abstract
In a double-blind cross-over study, we investigated a possible influence of the alpha-glucosidase inhibitor acarbose on the bioavailability of the biguanide compound metformin. Each of the six healthy young male volunteers was randomly allocated during two consecutive 7 day periods to either acarbose (days 1-3: 3 x 50 mg day-1; days 4-7: 3 x 100 mg day-1) or placebo. At day 7 and 14 of the study, the overnight-fasted subjects ingested 1000 mg metformin with the first bite of a standardized breakfast (500 kcal; 60 g carbohydrates) and together with either placebo or 100 mg acarbose. Acarbose significantly (P < 0.05) reduced the meal-induced increase in blood glucose and plasma insulin levels. Acarbose induced a significant (P < 0.05) reduction in early (90, 120, 180 min) serum levels, peak concentrations (Cmax: 1.22 +/- 0.14 vs. 1.87 +/- 0.60 mg l-1) and area under the curve of metformin (AUC 0-540 min: 423 +/- 55 vs. 652 +/- 55 mg min l-1), but did not diminish its 24 h urinary excretion. In conclusion, acarbose significantly reduces the acute bioavailability of metformin in normal subjects.
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Affiliation(s)
- A J Scheen
- Department of Medicine, CHU Sart Tilman, Liège, Belgium
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25
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Abstract
1. Tissue accumulation of the antihyperglycaemic agent metformin (dimethylbiguanide) was examined after oral administration to the normal and streptozotocin (STZ) diabetic mouse. 2. Metformin (50 mg/kg body weight containing 14C-metformin 25 microCi/kg body weight), which is stable and not metabolized, resulted in maximum plasma concentrations at 0.5 h which declined to < 5% of maximum by 24 h. Maximum plasma concentrations (mumol/l, mean +/- SE) in the hepatic portal vein (normal 51.7 +/- 5.4, STZ 61.5 +/- 8.0) were higher than in the inferior vena cava (normal 29.0 +/- 2.8, STZ 35.4 +/- 5.9). 3. The greatest accumulation of metformin occurred in tissues of the small intestine, where maximum concentrations were > 1000 mumol/kg wet weight at 0.5-2 h, but declined to < 2% of maximum by 24 h. 4. Stomach, colon, salivary gland, kidney and liver accumulated metformin more than two-fold, and concentrations of the drug in heart and skeletal (gastrocnemius) muscle were greater than plasma concentrations on some occasions up to 8 h. 5. In a separate study, i.v.-administered metformin was selectively accumulated by tissues of the small intestine. Thus, retention of metformin by tissues of the small intestine may represent a deep compartment for the drug.
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Affiliation(s)
- C Wilcock
- Department of Pharmaceutical and Biological Sciences, Aston University, Birmingham, UK
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Huupponen R, Ojala-Karlsson P, Rouru J, Koulu M. Determination of metformin in plasma by high-performance liquid chromatography. JOURNAL OF CHROMATOGRAPHY 1992; 583:270-3. [PMID: 1478993 DOI: 10.1016/0378-4347(92)80564-7] [Citation(s) in RCA: 42] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Abstract
A high-performance liquid chromatographic method for the determination of metformin, an oral antidiabetic agent, in plasma is described. Plasma samples containing the internal standard, phenformin, are eluted through Amprep extraction columns before injection into the chromatographic column, packed with microBondapak phenyl. The eluent is monitored at 236 nm. At a mobile phase flow-rate of 1.35 ml/min, the retention times of metformin and phenformin are 2.8 and 5.6 min, respectively. The intra-day coefficients of variation are 1.5 and 4.3% at metformin concentrations of 0.05 and 1 mg/l, respectively.
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Affiliation(s)
- R Huupponen
- Department of Clinical Pharmacology, University of Turku, Finland
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Rouru J, Huupponen R, Pesonen U, Koulu M. Subchronic treatment with metformin produces anorectic effect and reduces hyperinsulinemia in genetically obese zucker rats. Life Sci 1992; 50:1813-20. [PMID: 1350851 DOI: 10.1016/0024-3205(92)90066-x] [Citation(s) in RCA: 36] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
Abstract
The effect of subchronic metformin treatment on food intake, weight gain and plasma and tissue hormone levels was investigated in genetically obese male Zucker rats and in their lean controls. Metformin hydrochloride (320 mg/kg/day for 14 days in the drinking water) significantly reduced 24 hour food intake both after one and two weeks treatment in obese rats. In contrast, metformin had only a transient effect on food intake in lean animals. The reduced food intake was associated with body weight decrease, particularly in obese rats. Metformin markedly reduced also the hyperinsulinemia of the obese animals without altering their plasma glucose or pancreatic insulin content which may reflect an improved insulin sensitivity after metformin treatment. Metformin did not change plasma corticosterone levels or insulin and somatostatin concentrations in the pancreas. Metformin reduced pyloric region somatostatin content in lean rats. It is concluded that metformin has an anorectic effect and reduces body weight and hyperinsulinemia in genetically obese Zucker rat.
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Affiliation(s)
- J Rouru
- Department of Pharmacology, University of Turku, Finland
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Marchetti P, Navalesi R. Pharmacokinetic-pharmacodynamic relationships of oral hypoglycaemic agents. An update. Clin Pharmacokinet 1989; 16:100-28. [PMID: 2656043 DOI: 10.2165/00003088-198916020-00004] [Citation(s) in RCA: 62] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/02/2023]
Abstract
Oral hypoglycaemic drugs, sulphonylureas and biguanides, occupy an important place in the treatment of Type II (non-insulin-dependent) diabetic patients who fail to respond satisfactorily to diet therapy and physical exercise. Although the precise mechanisms of action of these compounds are still poorly understood, there is sufficient agreement that sulphonylureas have both pancreatic and extrapancreatic effects, whereas biguanides have predominantly extrapancreatic actions. By using labelled compounds or measuring the circulating concentrations, the main pharmacokinetic properties of oral hypoglycaemic agents have been assessed and, in some cases, their pharmacokinetic-pharmacodynamic relationships have been evaluated. A correlation between diabetes control and plasma sulphonylurea or biguanide concentrations is generally lacking at the steady-state, with the possible exception of long-acting agents; after either oral or intravenous dosing, the reduction of plasma glucose is usually related to the increased circulating drug concentrations. The toxic effects of oral hypoglycaemic drugs are more frequent in the elderly and in the presence of conditions that may lead to drug accumulation or potentiation (increased dosage, use of long-acting compounds, hepatic and renal disease, interaction with other drugs); however, a relationship between toxic effects and drug plasma levels has been reported only for biguanides.
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Affiliation(s)
- P Marchetti
- Cattedra Malattie del Ricambio, Istituto di Clinica Medica II, Università di Pisa, Italy
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Lambert H, Isnard F, Delorme N, Claude D, Bollaert PE, Straczek J, Larcan A. [Physiopathological approach to pathological hyperlactatemia in the diabetic patient. Value of blood metformin]. ANNALES FRANCAISES D'ANESTHESIE ET DE REANIMATION 1987; 6:88-94. [PMID: 3109285 DOI: 10.1016/s0750-7658(87)80109-0] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/04/2023]
Abstract
Type B lactic acidosis, or pathological hyperlactatemia (PHL), is defined by an arterial lactate level greater than 5 mmol X l-1. It is a known and severe complication of diabetes mellitus treated with biguanide hypoglycaemic agents, particularly phenformin which was taken off the French pharmaceutical market in 1977. Metformin, which remains the only biguanide hypoglycaemic agent currently prescribed in France, may also lead to this complication. However it does so less frequently and mostly in the diabetic presenting with renal failure. A few well studied cases showed that PHL could be correlated with excessive metformin blood levels, i.e. a toxic mechanism. In order to find out whether this toxic mechanism was the real cause of PHL in diabetics treated with metformin, a systematic study of metformin blood levels was carried out in 20 such patients. They had all been admitted to a critical care unit presenting with PHL. The results of this study led us to distinguish between two groups of patients. The seven patients of the first group had high metformin blood levels (4.3 to 65.8 micrograms X l-1). In these, renal excretion or extrarenal dialysis lowered or normalized their hyperlactatemia, and six of the seven recovered from PHL. In the second group, with thirteen patients, metformin blood levels were within the normal therapeutic range (0.225 to 3 micrograms X l-1) for seven patients and close to zero for the other six. This second group received the same treatment as the first one. Only three patients recovered, the others all died.(ABSTRACT TRUNCATED AT 250 WORDS)
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Tucker GT, Casey C, Phillips PJ, Connor H, Ward JD, Woods HF. Metformin kinetics in healthy subjects and in patients with diabetes mellitus. Br J Clin Pharmacol 1981; 12:235-46. [PMID: 7306436 PMCID: PMC1401849 DOI: 10.1111/j.1365-2125.1981.tb01206.x] [Citation(s) in RCA: 327] [Impact Index Per Article: 7.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/24/2023] Open
Abstract
1 The kinetics of metformin were studied after i.v. and oral administration in four healthy subjects and after oral administration in twelve maturity onset (Type II) diabetic patients. 2 After i.v. administration most of the dose was rapidly eliminated but with a mean `terminal' T1/2 of 4 h measured up to 12 h in plasma and of 16 h measured up to 60 h from the urinary excretion rate. On average, 80% of the dose was recovered as unchanged drug in the urine with none detected in the faeces. 3 After single oral doses (0.5 and 1.5 g), maximum plasma concentrations and urinary excretion rates were observed at about 2 h with urinary recoveries of unchanged drug of 35-50% and faecal recoveries of about 30%. Urinary recoveries were significantly lower after the higher dose. Absolute oral bioavailability was 50-60% of the dose. 4 Deconvolution analysis showed that after a short lag-time, the available oral dose was absorbed at an exponential rate over about 6 h. Implications for the design of prolonged release dosage forms are discussed. 5 Plasma metformin concentrations measured throughout the seventh and fourteenth days of continuous 0.5 g twice daily treatment were accurately predicted from single dose data, although a discrepancy between observed and predicted trough levels reflected the existence of a slow elimination phase. Implications of the latter for a gradual accumulation of metformin in peripheral tissues and a possible association with lactic acidosis are discussed. 6 Renal clearance of metformin was highly correlated with creatinine clearance. However, a weaker relationship between total oral clearance of the drug and creatinine clearance suggests that the latter may not always be a reliable indicator of potential metformin accumulation owing to variability in absorption and possibly non-renal clearance of the drug,
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Abstract
1. Following administration of [2'-14C]phenformin to rat and guinea pig, the guinea-pig showed a slower rate of excretion of radioactivity than the rat, together with a slower rate of metabolism, which may partly explain the increased pharmacological response of the guinea-pig to the drug. 2. The rat eliminated 26% of an intraduodenal dose of [2'-14C]phenformin (20 mg/kg) in the bile in 6 h compared to 6% in the guinea-pig. 3. The rat excreted large amounts of 4-hydroxyphenformin (free and conjugated with glucuronic acid) and also some unchanged phenformin, but the extent of metabolism varied with dose and route of administration. 4. The guinea-pig excreted no 4-hydroxyphenformin after an oral dose (25 mg/kg) and only a small amount after i.p. administration (12.5 mg/kg). After oral administration, guinea-pig urine contained an unidentified metabolite, and its glucuronide, which may be a product of aliphatic C- or N-hydroxylation and which accounted for 47% of the 24 h urinary radioactivity (17% of the dose). Guinea-pig faeces contained an unidentified metabolite which had similar chromatographic properties to the novel urinary metabolite.
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Pentikäinen PJ, Neuvonen PJ, Penttilä A. Pharmacokinetics of metformin after intravenous and oral administration to man. Eur J Clin Pharmacol 1979; 16:195-202. [PMID: 499320 DOI: 10.1007/bf00562061] [Citation(s) in RCA: 259] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
The kinetics of 14C-metformin have been studied in five healthy subjects after oral and intravenous administration. The intravenous dose was distributed to a small central compartment of 9.9 +/- 1.61 (X +/- SE), from which its elimination could be described using three-compartment open model. The elimination half-life from plasma was 1.7 +/- 0.1 h. Urinary excretion data revealed a quantitatively minor terminal elimination phase with a half-life of 8.9 +/- 0.7 h. After the intravenous dose, metformin was completely excreted unchanged in urine with a renal clearance of 454 +/- 47 ml/min. Metformin was not bound to plasma proteins. The concentration of metformin in saliva was considerably lower than in plasma and declined more slowly. The bioavailability of metformin tablets averaged 50--60%. The rate of absorption was slower than that of elimination, which resulted in a plasma concentration profile of "flip-flop" type for oral metformin.
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Kühl C, Jensen SL, Nielsen OV, Pedersen J. The effect of metformin on the arginine induced insulin- and glucagon release in pigs. ACTA PHARMACOLOGICA ET TOXICOLOGICA 1979; 44:235-7. [PMID: 433615 DOI: 10.1111/j.1600-0773.1979.tb02323.x] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
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Assan R, Heuclin C, Ganeval D, Bismuth C, George J, Girard JR. Metformin-induced lactic acidosis in the presence of acute renal failure. Diabetologia 1977; 13:211-7. [PMID: 406158 DOI: 10.1007/bf01219702] [Citation(s) in RCA: 61] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
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Tomkin GH. Comparison of the effect of parenteral with oral biguanide therapy on vitamin B12 and bile acid absorption. Ir J Med Sci 1976; 145:340. [DOI: 10.1007/bf02938968] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
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Tomkin GH. Malabsorption of vitamin B12 in diabetic patients treated with phenformin: a comparison with metformin. BRITISH MEDICAL JOURNAL 1973; 3:673-5. [PMID: 4742454 PMCID: PMC1587044 DOI: 10.1136/bmj.3.5882.673] [Citation(s) in RCA: 54] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/12/2023]
Abstract
An investigation into B(12) absorption in diabetic patients on long-term phenformin therapy was undertaken and the results were compared to a similar investigation previously reported in diabetics on long-term metformin. Forty-six per cent of patients were found to have B(12) malabsorption as shown by abnormal results of Schilling tests.The mechanism of B(12) malabsorption is unknown but it is suggested that all patients on long-term phenformin therapy should, like the patients on metformin, have annual serum B(12) estimations until the results of a longer follow-up series are known.
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Schatz H, Katsilambros N, Nierle C, Pfeiffer EE. The effect of biguanides on secretion and biosynthesis of insulin in isolated pancreatic islets of rats. Diabetologia 1972; 8:402-7. [PMID: 4630579 DOI: 10.1007/bf01212167] [Citation(s) in RCA: 23] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/11/2023]
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Beckmann R, Lintz W, Schmidt-Böthelt E. Evaluation of a sustained release form of the oral antidiabetic butylbiguanide (Silubin retard). Eur J Clin Pharmacol 1971; 3:221-8. [PMID: 5151304 DOI: 10.1007/bf00565010] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/14/2023]
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Berchtold P, Dahlqvist A, Gustafson A, Asp NG. Effects of a biguanide (Metformin) on vitamin B 12 and folic acid absorption and intestinal enzyme activities. Scand J Gastroenterol 1971; 6:751-4. [PMID: 5139118 DOI: 10.3109/00365527109179948] [Citation(s) in RCA: 28] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
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