
Metformin
Description
Historical Development and Therapeutic Evolution
The journey of metformin begins not in modern pharmaceutical laboratories but in traditional European herbal medicine. Its history is intricately linked to Galega officinalis, commonly known as goat's rue, French lilac, or Italian fitch, which had been used in folk medicine for centuries to treat various conditions. By 1772, this plant was being used anecdotally to treat symptoms that we now recognize as characteristic of diabetes, including "frequent urination" and "thirst".
The scientific exploration of these plant compounds emerged in the early 20th century when researchers discovered that guanidine, a compound abundant in G. officinalis, demonstrated blood glucose-lowering properties in animals in 1918. This breakthrough sparked interest in guanidine derivatives, leading to the development of the biguanide class of medications formed by joining two guanidine molecules.
This compound (dimethylbiguanide) was first described in the scientific literature in 1922 by Emil Werner and James Bell as a product in the synthesis of N,N-dimethylguanidine. In 1929, researchers Slotta and Tschesche discovered its sugar-lowering action in rabbits, finding it the most potent biguanide analog they studied. However, this promising finding was largely overlooked as other guanidine analogs took precedence, and research interest shifted toward insulin, which was becoming more widely available in the 1930s.
The compound experienced a rediscovery in the 1940s during the search for antimalarial agents. In 1950, Filipino physician Eusebio Y. Garcia used this compound (which he named "Fluamine") to treat influenza and observed that it "lowered the blood sugar to minimum physiological limit" while not being toxic. These observations set the stage for this compound's eventual application in diabetes treatment.
The definitive breakthrough came through the work of French diabetologist Jean Sterne. Working at Laboratoires Aron in Paris, Sterne recognized this compound's potential for treating diabetes, coined the name "Glucophage" (glucose eater), and published his findings in 1957. This compound was subsequently introduced as a medication in France that same year and in the United Kingdom in 1958.
While this compound gained some traction in Europe, its adoption was initially overshadowed by other biguanides such as phenformin and buformin, which were perceived as more potent. However, these alternatives were later withdrawn from most markets in the late 1970s due to their high risk of lactic acidosis. This compound's safety profile was superior, but its reputation was temporarily tarnished by association with these other biguanides despite evident differences in their risk profiles.
This compound's path to widespread adoption was gradual but steady. It was approved in Canada in 1972 but did not receive FDA approval in the United States until 1994, with market introduction in 1995. The definitive validation of this compound's long-term benefits came with the United Kingdom Prospective Diabetes Study (UKPDS) in 1998, which demonstrated significant cardiovascular benefits and positioned it as the preferred initial agent for managing type 2 diabetes.
Today, this compound is included in the World Health Organization's List of Essential Medicines, underscoring its global importance in healthcare. Its journey from a traditional herbal remedy to a cornerstone of modern diabetes management represents one of the most successful examples of drug development in pharmaceutical history.
Pharmacological Classification and Primary Clinical Applications
This compound belongs to the biguanide class of antidiabetic medications, which are synthetic compounds composed of two linked guanidine molecules. Unlike the natural guanidines found in Galega officinalis, these synthetic biguanides were designed to be less toxic while maintaining glucose-lowering properties. Currently, this compound is the only biguanide in clinical use, following the withdrawal of phenformin and buformin due to safety concerns.
Chemically, this compound is known as dimethylbiguanide, reflecting its structure with a biguanide core and two methyl groups. It is available in two primary formulations: immediate-release (IR) and slow-release (SR, also called extended-release or XR). The immediate-release formulation is typically taken up to three times daily, while the slow-release version usually requires just once-daily administration, potentially improving patient adherence.
This compound's mechanisms of action are complex and multifaceted. Initially thought to work primarily through a single pathway, research has revealed that this compound operates through several mechanisms:
Inhibition of Hepatic Gluconeogenesis : this compound decreases glucose production in the liver, which is the predominant mechanism for its glucose-lowering effect.
Enhancement of Insulin Sensitivity : It improves the body's response to insulin in peripheral tissues, particularly muscle.
Reduction of Intestinal Glucose Absorption : this compound decreases the amount of glucose absorbed through the intestines.
Molecular Targets : At the cellular level, this compound:
- Inhibits mitochondrial complex I at high concentrations
- Inhibits mitochondrial glycerophosphate dehydrogenase (mGPDH) at clinically relevant concentrations
- Activates AMP-activated protein kinase (AMPK), though this appears to be dispensable for glucose-lowering effects
- Increases GDF15 secretion, which reduces appetite and caloric intake
The primary clinical application of this compound, for which it has received regulatory approval worldwide, is the treatment of type 2 diabetes. It is widely recognized as the preferred first-line pharmacological agent for managing hyperglycemia in type 2 diabetes when lifestyle modifications alone are insufficient. This position is supported by extensive evidence demonstrating its efficacy in improving long-term clinical outcomes compared with initial management with diet alone, without increasing the risk of hypoglycemia or weight gain.
Beyond its established role in diabetes management, this compound has several recognized off-label applications supported by varying degrees of clinical evidence:
Polycystic Ovary Syndrome (PCOS) : this compound improves insulin sensitivity in women with PCOS, which helps reduce androgen levels, restore menstrual cyclicity, and improve ovulation. Studies have demonstrated that this compound significantly reduces serum androgen levels in women with PCOS and can be effective in triggering ovulation, making it useful in treating PCOS-related infertility.
Prediabetes : Evidence suggests this compound may delay or prevent the progression from prediabetes to type 2 diabetes. The Diabetes Prevention Program demonstrated that this compound reduced the risk of developing type 2 diabetes in high-risk individuals.
Gestational Diabetes : this compound is sometimes used to manage blood glucose levels during pregnancy in women with gestational diabetes.
Weight Management : Particularly in the context of antipsychotic-induced weight gain, this compound has shown modest benefits. Unlike many diabetes medications that cause weight gain, this compound is generally weight-neutral or may contribute to modest weight loss.
This compound's unique profile of effectiveness, safety, and affordability has cemented its place as one of the most important medications in modern healthcare. With over six decades of clinical use and ongoing research exploring additional therapeutic applications including potential benefits for aging, cancer prevention, and cardiovascular disease, this compound continues to be both a cornerstone of diabetes management and an active area of scientific investigation.
Properties
IUPAC Name |
3-(diaminomethylidene)-1,1-dimethylguanidine | |
---|---|---|
Source | PubChem | |
URL | https://pubchem.ncbi.nlm.nih.gov | |
Description | Data deposited in or computed by PubChem | |
InChI |
InChI=1S/C4H11N5/c1-9(2)4(7)8-3(5)6/h1-2H3,(H5,5,6,7,8) | |
Source | PubChem | |
URL | https://pubchem.ncbi.nlm.nih.gov | |
Description | Data deposited in or computed by PubChem | |
InChI Key |
XZWYZXLIPXDOLR-UHFFFAOYSA-N | |
Source | PubChem | |
URL | https://pubchem.ncbi.nlm.nih.gov | |
Description | Data deposited in or computed by PubChem | |
Canonical SMILES |
CN(C)C(=N)N=C(N)N | |
Source | PubChem | |
URL | https://pubchem.ncbi.nlm.nih.gov | |
Description | Data deposited in or computed by PubChem | |
Molecular Formula |
C4H11N5 | |
Source | PubChem | |
URL | https://pubchem.ncbi.nlm.nih.gov | |
Description | Data deposited in or computed by PubChem | |
DSSTOX Substance ID |
DTXSID2023270 | |
Record name | Metformin | |
Source | EPA DSSTox | |
URL | https://comptox.epa.gov/dashboard/DTXSID2023270 | |
Description | DSSTox provides a high quality public chemistry resource for supporting improved predictive toxicology. | |
Molecular Weight |
129.16 g/mol | |
Source | PubChem | |
URL | https://pubchem.ncbi.nlm.nih.gov | |
Description | Data deposited in or computed by PubChem | |
Physical Description |
Solid | |
Record name | 1,1-Dimethylbiguanide | |
Source | Human Metabolome Database (HMDB) | |
URL | http://www.hmdb.ca/metabolites/HMDB0001921 | |
Description | The Human Metabolome Database (HMDB) is a freely available electronic database containing detailed information about small molecule metabolites found in the human body. | |
Explanation | HMDB is offered to the public as a freely available resource. Use and re-distribution of the data, in whole or in part, for commercial purposes requires explicit permission of the authors and explicit acknowledgment of the source material (HMDB) and the original publication (see the HMDB citing page). We ask that users who download significant portions of the database cite the HMDB paper in any resulting publications. | |
Boiling Point |
224.1ºC at 760 mmHg | |
Record name | Metformin | |
Source | DrugBank | |
URL | https://www.drugbank.ca/drugs/DB00331 | |
Description | The DrugBank database is a unique bioinformatics and cheminformatics resource that combines detailed drug (i.e. chemical, pharmacological and pharmaceutical) data with comprehensive drug target (i.e. sequence, structure, and pathway) information. | |
Explanation | Creative Common's Attribution-NonCommercial 4.0 International License (http://creativecommons.org/licenses/by-nc/4.0/legalcode) | |
Solubility |
Freely soluble | |
Record name | Metformin | |
Source | DrugBank | |
URL | https://www.drugbank.ca/drugs/DB00331 | |
Description | The DrugBank database is a unique bioinformatics and cheminformatics resource that combines detailed drug (i.e. chemical, pharmacological and pharmaceutical) data with comprehensive drug target (i.e. sequence, structure, and pathway) information. | |
Explanation | Creative Common's Attribution-NonCommercial 4.0 International License (http://creativecommons.org/licenses/by-nc/4.0/legalcode) | |
CAS No. |
657-24-9, 1115-70-4 | |
Record name | Metformin | |
Source | CAS Common Chemistry | |
URL | https://commonchemistry.cas.org/detail?cas_rn=657-24-9 | |
Description | CAS Common Chemistry is an open community resource for accessing chemical information. Nearly 500,000 chemical substances from CAS REGISTRY cover areas of community interest, including common and frequently regulated chemicals, and those relevant to high school and undergraduate chemistry classes. This chemical information, curated by our expert scientists, is provided in alignment with our mission as a division of the American Chemical Society. | |
Explanation | The data from CAS Common Chemistry is provided under a CC-BY-NC 4.0 license, unless otherwise stated. | |
Record name | Metformin [USAN:INN:BAN] | |
Source | ChemIDplus | |
URL | https://pubchem.ncbi.nlm.nih.gov/substance/?source=chemidplus&sourceid=0000657249 | |
Description | ChemIDplus is a free, web search system that provides access to the structure and nomenclature authority files used for the identification of chemical substances cited in National Library of Medicine (NLM) databases, including the TOXNET system. | |
Record name | Metformin | |
Source | DrugBank | |
URL | https://www.drugbank.ca/drugs/DB00331 | |
Description | The DrugBank database is a unique bioinformatics and cheminformatics resource that combines detailed drug (i.e. chemical, pharmacological and pharmaceutical) data with comprehensive drug target (i.e. sequence, structure, and pathway) information. | |
Explanation | Creative Common's Attribution-NonCommercial 4.0 International License (http://creativecommons.org/licenses/by-nc/4.0/legalcode) | |
Record name | Metformin | |
Source | EPA DSSTox | |
URL | https://comptox.epa.gov/dashboard/DTXSID2023270 | |
Description | DSSTox provides a high quality public chemistry resource for supporting improved predictive toxicology. | |
Record name | Metformin | |
Source | European Chemicals Agency (ECHA) | |
URL | https://echa.europa.eu/substance-information/-/substanceinfo/100.010.472 | |
Description | The European Chemicals Agency (ECHA) is an agency of the European Union which is the driving force among regulatory authorities in implementing the EU's groundbreaking chemicals legislation for the benefit of human health and the environment as well as for innovation and competitiveness. | |
Explanation | Use of the information, documents and data from the ECHA website is subject to the terms and conditions of this Legal Notice, and subject to other binding limitations provided for under applicable law, the information, documents and data made available on the ECHA website may be reproduced, distributed and/or used, totally or in part, for non-commercial purposes provided that ECHA is acknowledged as the source: "Source: European Chemicals Agency, http://echa.europa.eu/". Such acknowledgement must be included in each copy of the material. ECHA permits and encourages organisations and individuals to create links to the ECHA website under the following cumulative conditions: Links can only be made to webpages that provide a link to the Legal Notice page. | |
Record name | METFORMIN | |
Source | FDA Global Substance Registration System (GSRS) | |
URL | https://gsrs.ncats.nih.gov/ginas/app/beta/substances/9100L32L2N | |
Description | The FDA Global Substance Registration System (GSRS) enables the efficient and accurate exchange of information on what substances are in regulated products. Instead of relying on names, which vary across regulatory domains, countries, and regions, the GSRS knowledge base makes it possible for substances to be defined by standardized, scientific descriptions. | |
Explanation | Unless otherwise noted, the contents of the FDA website (www.fda.gov), both text and graphics, are not copyrighted. They are in the public domain and may be republished, reprinted and otherwise used freely by anyone without the need to obtain permission from FDA. Credit to the U.S. Food and Drug Administration as the source is appreciated but not required. | |
Record name | METFORMIN | |
Source | Hazardous Substances Data Bank (HSDB) | |
URL | https://pubchem.ncbi.nlm.nih.gov/source/hsdb/7080 | |
Description | The Hazardous Substances Data Bank (HSDB) is a toxicology database that focuses on the toxicology of potentially hazardous chemicals. It provides information on human exposure, industrial hygiene, emergency handling procedures, environmental fate, regulatory requirements, nanomaterials, and related areas. The information in HSDB has been assessed by a Scientific Review Panel. | |
Record name | 1,1-Dimethylbiguanide | |
Source | Human Metabolome Database (HMDB) | |
URL | http://www.hmdb.ca/metabolites/HMDB0001921 | |
Description | The Human Metabolome Database (HMDB) is a freely available electronic database containing detailed information about small molecule metabolites found in the human body. | |
Explanation | HMDB is offered to the public as a freely available resource. Use and re-distribution of the data, in whole or in part, for commercial purposes requires explicit permission of the authors and explicit acknowledgment of the source material (HMDB) and the original publication (see the HMDB citing page). We ask that users who download significant portions of the database cite the HMDB paper in any resulting publications. | |
Melting Point |
223-226 °C, 223 - 226 °C | |
Record name | Metformin | |
Source | DrugBank | |
URL | https://www.drugbank.ca/drugs/DB00331 | |
Description | The DrugBank database is a unique bioinformatics and cheminformatics resource that combines detailed drug (i.e. chemical, pharmacological and pharmaceutical) data with comprehensive drug target (i.e. sequence, structure, and pathway) information. | |
Explanation | Creative Common's Attribution-NonCommercial 4.0 International License (http://creativecommons.org/licenses/by-nc/4.0/legalcode) | |
Record name | 1,1-Dimethylbiguanide | |
Source | Human Metabolome Database (HMDB) | |
URL | http://www.hmdb.ca/metabolites/HMDB0001921 | |
Description | The Human Metabolome Database (HMDB) is a freely available electronic database containing detailed information about small molecule metabolites found in the human body. | |
Explanation | HMDB is offered to the public as a freely available resource. Use and re-distribution of the data, in whole or in part, for commercial purposes requires explicit permission of the authors and explicit acknowledgment of the source material (HMDB) and the original publication (see the HMDB citing page). We ask that users who download significant portions of the database cite the HMDB paper in any resulting publications. | |
Preparation Methods
Synthetic Routes and Reaction Conditions: Metformin is synthesized through the reaction of dimethylamine hydrochloride with dicyandiamide. The reaction is typically carried out under heating conditions, often using microwave irradiation at temperatures ranging from 100 to 160°C .
Industrial Production Methods: In industrial settings, this compound hydrochloride is produced by heating raw materials such as dicyandiamide and dimethylamine hydrochloride. The reaction is conducted in a controlled environment to ensure high yield and purity of the final product .
Chemical Reactions Analysis
Reaction with α-Dicarbonyl Compounds
Metformin reacts with reactive glycation agents like methylglyoxal (MGO) and glyoxal (GO), forming guanidine-dicarbonyl adducts :
These reactions inhibit advanced glycation end product (AGE) formation, suggesting a therapeutic role in mitigating diabetic complications .
Formation of 1,3,5-Triazine Derivatives
This compound undergoes cyclization reactions to form triazine-based compounds with potential pharmacological applications :
Reactants | Conditions | Product | Yield |
---|---|---|---|
This compound + Methyl bromoacetate-magnolol adduct | NaOCH₃, MeOH, 65°C, 6 hrs | 1,3,5-Triazine derivative | 86% |
This reaction leverages this compound’s biguanide structure to create heterocyclic compounds, enhancing its utility in drug development .
Interaction with Mitochondrial Complex I
While not a classical chemical reaction, this compound’s inhibition of mitochondrial complex I alters cellular redox states:
Parameter | Effect Observed | Concentration Range |
---|---|---|
AMP:ATP ratio | ↑ 2–3 fold | 50–100 μM (clinical) |
NADH:NAD⁺ ratio | ↑ 30–40% | 1–10 mM (in vitro) |
This redox modulation underpins its AMP-activated protein kinase (AMPK)-independent antidiabetic effects .
Stability and Degradation
This compound hydrochloride is stable under standard storage conditions but degrades under extreme pH or heat:
Condition | Degradation Product | Method of Analysis |
---|---|---|
pH < 2 or pH > 10 | Biguanide breakdown | HPLC-MS |
100°C, 48 hrs | Cyanoguanidine derivatives | NMR, LC-MS |
Stability studies confirm its robustness in pharmaceutical formulations within pH 3–7 .
Analytical Characterization
Key spectral data for this compound identification:
Technique | Key Peaks/Features | Reference |
---|---|---|
¹H-NMR (D₂O) | δ 2.86 (s, 6H, N-CH₃) | |
LC-MS (ESI+) | m/z 130.1 [M+H]⁺ | |
FT-IR | 1565 cm⁻¹ (C=N stretch) |
Scientific Research Applications
Metformin in Diabetes Management
Mechanism of Action
this compound primarily reduces blood glucose levels by inhibiting gluconeogenesis in the liver and improving insulin sensitivity in peripheral tissues. It also decreases intestinal glucose absorption and reduces free fatty acid release from adipose tissue .
Clinical Efficacy
- Type 2 Diabetes : this compound remains the first-line treatment for T2DM, with significant evidence supporting its efficacy in lowering HbA1c levels and reducing the risk of diabetes-related complications .
- Prediabetes : The Diabetes Prevention Program (DPP) demonstrated that this compound effectively delays the progression from prediabetes to diabetes .
Oncological Applications
This compound has emerged as a promising agent in cancer treatment due to its potential anti-tumor effects.
Cancer Types and Findings
- Breast Cancer : Studies indicate that this compound sensitizes breast cancer cells to chemotherapy by targeting cancer stem cells (CSCs) and improving the hypoxic microenvironment .
- Ovarian Cancer : A phase II trial showed that this compound improved progression-free survival (PFS) and overall survival (OS) in nondiabetic patients with advanced ovarian cancer, suggesting its role as a chemosensitizer .
- Colorectal Cancer : Evidence suggests that this compound may reduce the risk of colorectal cancer incidence and mortality among diabetic patients .
Cardiovascular Benefits
This compound has been associated with cardiovascular benefits beyond its glucose-lowering effects.
- Heart Failure : Meta-analyses have shown that this compound reduces all-cause mortality in patients with heart failure and T2DM .
- Anti-inflammatory Effects : this compound exhibits anti-inflammatory properties that may contribute to cardiovascular protection .
Neuroprotective Properties
Recent studies have explored this compound's potential in neurodegenerative diseases.
- Alzheimer's Disease : this compound is being investigated for its neuroprotective effects and ability to improve cognitive function in patients with mild cognitive impairment .
- Duchenne Muscular Dystrophy : Research indicates that this compound may slow disease progression in Duchenne muscular dystrophy patients .
Infectious Disease Applications
This compound has shown promise in treating various infectious diseases.
- COVID-19 : A study found that this compound significantly reduced viral load and hospitalization rates among COVID-19 patients, suggesting its potential as an adjunct therapy .
- Tuberculosis : Preliminary data indicate possible benefits of this compound in tuberculosis treatment, although further studies are needed to confirm these findings .
Summary Table of this compound Applications
Application Area | Specific Use Cases | Key Findings |
---|---|---|
Diabetes Management | T2DM, Prediabetes | First-line treatment; delays progression from prediabetes to diabetes |
Oncology | Breast, Ovarian, Colorectal Cancer | Sensitizes tumors to chemotherapy; improves survival rates |
Cardiovascular Health | Heart Failure | Reduces all-cause mortality; exhibits anti-inflammatory effects |
Neuroprotection | Alzheimer's Disease, Duchenne Muscular Dystrophy | Improves cognitive function; slows disease progression |
Infectious Diseases | COVID-19, Tuberculosis | Reduces viral load; potential adjunct therapy for tuberculosis |
Mechanism of Action
Metformin exerts its effects through several mechanisms:
Decreasing Hepatic Glucose Production: this compound inhibits gluconeogenesis in the liver, reducing glucose production.
Increasing Insulin Sensitivity: It enhances the sensitivity of peripheral tissues to insulin, promoting glucose uptake.
Modulating Gut Microbiota: this compound alters the composition of gut microbiota, which may contribute to its glucose-lowering effects.
Molecular Targets and Pathways: this compound primarily targets the liver and gastrointestinal tract.
Comparison with Similar Compounds
Comparison with Other Antidiabetic Agents
Thiazolidinediones (TZDs: Pioglitazone, Rosiglitazone)
TZDs improve insulin sensitivity in adipose tissue and skeletal muscle but are associated with weight gain and cardiovascular risks, limiting their use in heart failure patients. This compound is preferred for obesity-related T2DM due to weight-neutral effects .
Sulfonylureas (Glimepiride, Glyburide)
Sulfonylureas achieve similar glycemic control but pose higher hypoglycemia risk, especially in older adults. This compound is safer in non-renally impaired patients .
DPP-4 Inhibitors (Sitagliptin, Saxagliptin)
Parameter | This compound | DPP-4 Inhibitors |
---|---|---|
Mechanism | AMPK activation; gut-mediated effects | Incretin enhancement (GLP-1 prolongation) |
HbA1c Reduction | ~1.0–1.5% | ~0.5–0.8% |
Weight Effects | Neutral or modest loss | Neutral |
Cost | Low | High |
Cardiovascular Safety | Neutral | Saxagliptin linked to heart failure risk |
DPP-4 inhibitors are weight-neutral but less potent than this compound. They are often used as add-ons to this compound but lack cost-effectiveness as monotherapy .
Comparison of this compound Formulations
XR formulations reduce GI adverse events (e.g., diarrhea, nausea) by 34% compared to IR, with comparable efficacy. However, XR is costlier, limiting use in resource-constrained settings .
Comparison with Transition Metal Complexes
This compound complexes with metals (e.g., Nd(III), La(III)) aim to enhance bioavailability or target-specific effects. For example:
- This compound alone in diabetic rats .
- Chromium(III)-Metformin : Improved insulin sensitivity in preclinical studies but lacks clinical validation .
Biological Activity
Metformin, a widely used medication for type 2 diabetes, exhibits a range of biological activities that extend beyond glucose regulation. Its mechanisms of action are complex and involve multiple pathways, including the activation of AMP-activated protein kinase (AMPK), modulation of mitochondrial function, and alterations in gut microbiota. This article delves into the biological activity of this compound, supported by recent research findings, case studies, and data tables.
AMPK Activation
this compound primarily activates AMPK, a critical energy sensor in cells. This activation occurs through various mechanisms:
- Mitochondrial Inhibition : this compound inhibits complex I of the mitochondrial electron transport chain, leading to decreased ATP production and increased AMP levels. The elevated AMP activates AMPK, which subsequently reduces hepatic gluconeogenesis and promotes glucose uptake in peripheral tissues .
- Redox State Modulation : Recent studies indicate that this compound can alter the cellular redox balance, inhibiting glycerol-3-phosphate dehydrogenase 2 (GPD2) at clinically relevant concentrations (50-100 μM). This inhibition contributes to reduced gluconeogenesis in a substrate-selective manner .
Gut Microbiota Interaction
this compound also influences gut microbiota composition, which may play a role in its glucose-lowering effects. It has been shown to increase the production of glucagon-like peptide-1 (GLP-1), enhancing insulin secretion and improving glucose homeostasis .
Biological Activities Beyond Diabetes
Recent research has uncovered additional biological activities of this compound that suggest potential therapeutic applications:
- Anti-Aging Effects : Studies have indicated that this compound may extend lifespan in model organisms like C. elegans through AMPK activation pathways .
- Antimicrobial Properties : this compound has demonstrated dose-dependent antimicrobial activity against various microorganisms, indicating its potential role in infectious disease management .
- Cancer Prevention : Epidemiological studies suggest that this compound use is associated with a reduced risk of certain cancers, likely due to its effects on insulin sensitivity and inflammation .
Case Studies
Several case studies highlight the diverse effects of this compound:
- Vitamin B12 Deficiency : A clinical audit found a significant prevalence of low vitamin B12 status among patients receiving this compound therapy, suggesting the need for monitoring and supplementation in long-term users .
- Drug Interactions : Research indicates that certain drugs can affect the pharmacokinetics of this compound. For instance, mavorixafor was reported to reduce the effectiveness of this compound by decreasing its maximum serum concentration (Cmax) and area under the curve (AUC) .
Research Findings
Recent studies have provided insights into the multifaceted actions of this compound:
Q & A
Basic Research Questions
Q. What are the primary molecular mechanisms through which metformin exerts its antidiabetic and potential anticancer effects?
- Category : Basic Research (Mechanistic Insights)
- Answer : this compound primarily activates AMP-activated protein kinase (AMPK), a cellular energy sensor that inhibits hepatic gluconeogenesis and enhances glucose uptake in skeletal muscle . In cancer research, AMPK activation suppresses mTOR signaling, inhibiting tumor cell proliferation. Preclinical studies further suggest this compound reduces hyperinsulinemia, a factor linked to cancer progression . Methodologically, researchers validate AMPK involvement via siRNA knockdowns or AMPK-null cell models, coupled with metabolomic profiling to assess downstream effects.
Q. How do researchers standardize therapeutic this compound concentrations in pharmacokinetic studies?
- Category : Basic Research (Pharmacokinetics)
- Answer : Therapeutic plasma concentrations typically range between 1–2 µg/mL, but variability exists due to renal function, dosing, and patient demographics. Analytical methods include high-performance liquid chromatography (HPLC) with UV detection and liquid chromatography-tandem mass spectrometry (LC-MS/MS) for enhanced specificity . Researchers must calibrate assays using validated reference standards (e.g., European Pharmacopoeia guidelines) and account for matrix effects in biological samples .
Q. What methodologies are employed to assess this compound’s safety in gestational diabetes (GD) and lactation?
- Category : Basic Research (Clinical Safety)
- Answer : Cohort studies track maternal-fetal outcomes, including neonatal hypoglycemia and small-for-gestational-age (SGA) incidence, using longitudinal anthropometric and metabolic data . Pharmacokinetic studies in pregnant women compare this compound bioavailability and clearance to non-pregnant cohorts, adjusting for pregnancy-induced changes in renal function . Ethical considerations require stratification by trimester and exclusion of high-risk comorbidities (e.g., preeclampsia).
Advanced Research Questions
Q. How can residual confounding be mitigated in observational studies investigating this compound’s anticancer effects?
- Category : Advanced Research (Epidemiological Design)
- Answer : Propensity score matching balances covariates like age, BMI, and diabetes severity between this compound users and non-users . Sensitivity analyses test robustness against unmeasured confounders (e.g., smoking, genetic risk). Recent protocols recommend triangulating observational data with RCTs and Mendelian randomization to infer causality . For example, Evans et al. (2005) adjusted for smoking and socioeconomic status in their cancer risk analysis .
Q. What experimental designs are optimal for evaluating this compound’s efficacy as an adjunct therapy in oncology?
- Category : Advanced Research (Clinical Trials)
- Answer : Phase II neoadjuvant trials (e.g., Jiralerspong et al., 2009) measure pathologic complete response (pCR) rates in breast cancer patients receiving this compound with chemotherapy. Key considerations include stratification by tumor subtype (e.g., triple-negative) and this compound dosing (e.g., 850 mg BID) . For survival endpoints, Cox regression models adjust for diabetes status and comorbidities, as in Sadeghi et al. (2012)’s pancreatic cancer study .
Q. How can contradictory findings on this compound’s association with cancer survival be resolved?
- Category : Advanced Research (Data Analysis)
- Answer : Meta-analyses (e.g., NSCLC studies ) subgroup by cancer stage, this compound duration, and glycemic control. For example, advanced NSCLC shows stronger survival benefits than localized disease . Discrepancies between observational studies and RCTs may arise from immortal time bias, addressed via time-dependent Cox models . Researchers should also harmonize endpoints (e.g., overall survival vs. progression-free survival) across datasets.
Q. What strategies optimize this compound quantification in complex biological matrices for pharmacokinetic studies?
- Category : Advanced Research (Analytical Chemistry)
- Answer : Solid-phase extraction (SPE) prior to LC-MS/MS improves recovery from plasma/urine . Cation-exchange chromatography separates this compound from cationic interferents (e.g., creatinine) . Method validation follows ICH guidelines, assessing linearity (1–10 µg/mL), precision (CV <15%), and stability under storage conditions .
Q. How do researchers design dose-escalation studies for this compound in non-diabetic populations (e.g., cancer prevention)?
- Category : Advanced Research (Translational Pharmacology)
- Answer : Phase I trials use adaptive designs to identify maximum tolerated doses (MTD), monitoring lactate levels to avoid acidosis. Pharmacodynamic endpoints include AMPK activation in peripheral blood mononuclear cells (PBMCs) . For preclinical models, xenograft studies correlate plasma this compound levels with tumor growth inhibition, using species-specific pharmacokinetic scaling .
Methodological Considerations
- Data Contradictions : Address heterogeneity via individual participant data (IPD) meta-analysis, as in the Cochrane protocol for endometrial hyperplasia .
- Green Chemistry : Prioritize eco-friendly analytical methods (e.g., reduced solvent use in HPLC) per the 12 Principles of Green Analytical Chemistry .
- Ethical Compliance : In gestational studies, obtain informed consent for long-term offspring follow-up to assess developmental outcomes .
Retrosynthesis Analysis
AI-Powered Synthesis Planning: Our tool employs the Template_relevance Pistachio, Template_relevance Bkms_metabolic, Template_relevance Pistachio_ringbreaker, Template_relevance Reaxys, Template_relevance Reaxys_biocatalysis model, leveraging a vast database of chemical reactions to predict feasible synthetic routes.
One-Step Synthesis Focus: Specifically designed for one-step synthesis, it provides concise and direct routes for your target compounds, streamlining the synthesis process.
Accurate Predictions: Utilizing the extensive PISTACHIO, BKMS_METABOLIC, PISTACHIO_RINGBREAKER, REAXYS, REAXYS_BIOCATALYSIS database, our tool offers high-accuracy predictions, reflecting the latest in chemical research and data.
Strategy Settings
Precursor scoring | Relevance Heuristic |
---|---|
Min. plausibility | 0.01 |
Model | Template_relevance |
Template Set | Pistachio/Bkms_metabolic/Pistachio_ringbreaker/Reaxys/Reaxys_biocatalysis |
Top-N result to add to graph | 6 |
Feasible Synthetic Routes
Featured Recommendations
Most viewed | ||
---|---|---|
Most popular with customers |
Disclaimer and Information on In-Vitro Research Products
Please be aware that all articles and product information presented on BenchChem are intended solely for informational purposes. The products available for purchase on BenchChem are specifically designed for in-vitro studies, which are conducted outside of living organisms. In-vitro studies, derived from the Latin term "in glass," involve experiments performed in controlled laboratory settings using cells or tissues. It is important to note that these products are not categorized as medicines or drugs, and they have not received approval from the FDA for the prevention, treatment, or cure of any medical condition, ailment, or disease. We must emphasize that any form of bodily introduction of these products into humans or animals is strictly prohibited by law. It is essential to adhere to these guidelines to ensure compliance with legal and ethical standards in research and experimentation.