ArticleMedicine2017
Comparative efficacy and safety of oral antidiabetic drugs and insulin in treating gestational diabetes mellitus: An updated PRISMA-compliant network meta-analysis.
Article in Medicine, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT04907708 (Comparative Studies of Metformin and Insulin on Stereological Studies and Immunohistochemistry of Placenta), which is not on this map. Cited by 24 papers, 3 of them syntheses that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Comparative Studies of Metformin and Insulin on Stereological Studies and Immunohistochemistry of Placenta
Open the trial in the graphWho cites it
24 citing papers in PubMed, 3 syntheses or guidelines pooled it, 54 citations in OpenAlex.
- Effectiveness of antidiabetic agents for treatment of gestational diabetes: A methodological quality assessment of meta-analyses and network meta-analysis.Journal of diabetes investigation · 2021Pooled it
- Interventions to prevent women from developing gestational diabetes mellitus: an overview of Cochrane Reviews.The Cochrane database of systematic reviews · 2020Pooled it
- Comparative Efficacy and Safety of Metformin, Glyburide, and Insulin in Treating Gestational Diabetes Mellitus: A Meta-Analysis.Journal of diabetes research · 2019Pooled it
- Method for evaluating the human bioequivalence of acarbose based on pharmacodynamic parameters.The Journal of international medical research · 2020Trial
- Pharmacodynamics of Glyburide, Metformin, and Glyburide/Metformin Combination Therapy in the Treatment of Gestational Diabetes Mellitus.Clinical pharmacology and therapeutics · 2020 · on this mapTrial
- Advancing Personalized Medicine in Gestational Diabetes Mellitus Management Through Gut Microbiota Insights.International journal of molecular sciences · 2026Review
- Efficacy of Novel Drug Delivery Systems for Insulin Administration and Technological Advances in Diabetes Mellitus: Review.AAPS PharmSciTech · 2025Review
- Metformin in gestational diabetes: physiological actions and clinical applications.Nature reviews. Endocrinology · 2025Review
- Insulin Use During Gestational and Pre-existing Diabetes in Pregnancy: A Systematic Review of Study Design.Diabetes therapy : research, treatment and education of diabetes and related disorders · 2024Review
- Metformin impairs trophoblast metabolism and differentiation in a dose-dependent manner.Frontiers in cell and developmental biology · 2023Article
- Review
- Efficacy and safety of hypoglycemic agents on gestational diabetes mellitus in women: A Bayesian network analysis of randomized controlled trials.Frontiers in public health · 2022Article
- Diabetes: how to manage gestational diabetes mellitus.Drugs in context · 2022Review
- The Use of Oral Hypoglycemic Agents during Pregnancy: An Alternative to Insulin?Puerto Rico health sciences journal · 2021Article
- Effects of Different Glucose-Lowering Measures on Maternal and Infant Outcomes in Pregnant Women with Gestational Diabetes: A Network Meta-analysis.Diabetes therapy : research, treatment and education of diabetes and related disorders · 2021Article
- Hypoglycemic effect ofFood science & nutrition · 2021Article
- Improvement Effect of Metformin on Female and Male Reproduction in Endocrine Pathologies and Its Mechanisms.Pharmaceuticals (Basel, Switzerland) · 2021Review
- Article
- Metformin in Pregnancy Study (MiPS): protocol for a systematic review with individual patient data meta-analysis.BMJ open · 2020Article
- Metformin in overweight and obese women with gestational diabetes: a propensity score-matched study.Endocrine · 2019Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
4 authors at 1 institution in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundThe safety and efficacy of different drugs in treatment of gestational diabetes mellitus (GDM) patients who could not maintain normal glucose level only through diet and exercise remains to be debated. We performed this network meta-analysis (NAM) to compare and rank different antidiabetic drugs in glucose level control and pregnancy outcomes in GDM patients.
methodsWe searched PubMed, Cochrane Library, Web of Science, and Embase up to December 31, 2016. Randomized controlled trials (RCTs) related to different drugs in the treatment of GDM patients were enrolled. We extracted the relevant information and assessed the risk of bias with the Cochrane risk of bias tool. We did pair-wise meta-analyses using the fixed-effects model or random-effects model and then adopted random-effects NAM combining both direct and indirect evidence within a Bayesian framework, to calculate the odds ratio (OR) or standardized mean difference (SMD) and to draw a surface under the cumulative ranking curve of the neonatal and maternal outcomes of different treatments in GDM patients.
resultsThirty-two randomized controlled trials (RCTs) were included in this NAM, including 6 kinds of treatments (metformin, metformin plus insulin, insulin, glyburide, acarbose, and placebo). The results of the NAM showed that regarding the incidence of macrosomia and LGA, metformin had lower incidence than glyburide (OR, 0.5411 and 0.4177). In terms of the incidence of admission to the NICU, insulin had higher incidence compared with glyburide (OR, 1.844). As for the incidence of neonatal hypoglycemia, metformin had lower incidence than insulin and glyburide (OR, 0.6331 and 0.3898), and insulin was lower than glyburide (OR, 0.6236). For mean birth weight, metformin plus insulin was lower than insulin (SMD, -0.5806), glyburide (SMD, -0.7388), and placebo (SMD, -0.6649). Besides, metformin was observed to have lower birth weight than glyburide (SMD, 0.2591). As for weight gain, metformin and metformin plus insulin were lower than insulin (SMD, -0.9166, -1.53). Ranking results showed that glyburide might be the optimum treatment regarding average glucose control, and metformin is the fastest in glucose control for GDM patients; glyburide have the highest incidence of macrosomia, preeclampsia, hyperbilirubinemia, neonatal hypoglycemia, shortest gestational age at delivery, and lowest mean birth weight; metformin (plus insulin when required) have the lowest incidence of macrosomia, PIH, LGA, RDS, low gestational age at delivery, and low birth weight. Besides, insulin had the highest incidence of NICU admission, acarbose had the lowest risk of neonatal hypoglycemia.
conclusionOur study concluded that metformin is fastest in glucose control, with a more favorable pregnancy outcomes-would be a better option, but its rate of glucose control is the lowest.However, glyburide is the optimumtreatment regarding the rate of glucose control, but withmore adverse outcomes. This NAMbased on 32 RCTs will strongly help to guide further development of management for GDM patients, clinicians should carefully balance the risk-benefit profile of different treatments according to various situations.
Indexed as
Identifiers
What Socratic holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.