SynthesisBMJ (Clinical research ed.)2022
Gestational diabetes mellitus and adverse pregnancy outcomes: systematic review and meta-analysis.
Synthesis in BMJ (Clinical research ed.), 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to 3 registered trials, which are not on this map. Cited by 559 papers, 16 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.
Comparison Between Metformin and Glyburide in the Management of Gestational Diabetes: a Randomized Controlled Trial (GDM-MERGE Trial)
Open the trial in the graphExplore the Risk Factors for Antenatal Mental Disorders in Pregnant Women With Hyperglycemia
Artificial Intelligence in Education and Monitoring Women With Gestational Diabetes
Who cites it
559 citing papers in PubMed, 16 syntheses or guidelines pooled it, 934 citations in OpenAlex.
- Early-Onset Versus Late-Onset Gestational Diabetes Mellitus: A Systematic Review and Meta-Analysis of Maternal, Perinatal and Neonatal Outcomes.Diabetes, obesity & metabolism · 2026Pooled it
- Gestational Diabetes Mellitus and Adverse Maternal and Neonatal Health Outcomes: an Umbrella review of Meta-Analyses.Obesity reviews : an official journal of the International Association for the Study of Obesity · 2026Pooled it
- Artificial Intelligence in Self-Management of Gestational Diabetes Mellitus: A Systematic Review.Journal of medical systems · 2026Pooled it
- The Impact of Macronutrient Ordering on Postprandial Glycaemic Control in Diabetes: A Systematic Review.Endocrinology, diabetes & metabolism · 2026Pooled it
- Preoperative Prediction of Microvascular Invasion in Hepatocellular Carcinoma: A Chinese Retrospective Multicenter Study Based on Global Meta-Analysis.Cancer medicine · 2026Pooled it
- Maternal macronutrient intake and gestational diabetes: systematic review of prospective observational studies and dose-response meta-analyses.BMC medicine · 2026Pooled it
- Systematic Review: Antipsychotic Medication in Pregnancy and Neurodevelopmental Outcomes in Children.Journal of the American Academy of Child and Adolescent Psychiatry · 2026Pooled it
- Association between maternal multimorbidity and preterm birth: a systematic review and meta-analysis.BMC pregnancy and childbirth · 2026Pooled it
- Preconception Interventions in Women at High Risk of Developing Gestational Diabetes: A Systematic Review.Maternal and child health journal · 2026Pooled it
- Comparison of pregnancy outcomes and physical conditions of infants in patients with gestational diabetes mellitus treated with metformin and insulin: a meta-analysis study.BMC pregnancy and childbirth · 2026Pooled it
- Effects of vitamin D supplementation on glucose metabolism and pregnancy outcomes in GDM: a systematic review and meta-analysis.Frontiers in medicine · 2026Pooled it
- The effect of continuous glucose monitoring on neonatal outcomes in pregnant women with diabetes.Frontiers in endocrinology · 2026Pooled it
- Association of metabolic score for insulin resistance with gestational diabetes mellitus: a systematic review and meta-analysis.Frontiers in nutrition · 2026Pooled it
- Association between the null polymorphisms of GSTT1 and GSTM1 and the risk of gestational diabetes mellitus: a systematic review and meta-analysis.BMC endocrine disorders · 2025Pooled it
- The Influence of Snacking on Glycaemia in Women With Gestational Diabetes Mellitus: A Systematic Review.Maternal & child nutrition · 2025Pooled it
- Gestational diabetes mellitus and vascular malperfusion lesions in the placenta: A systematic review and meta-analysis.International journal of gynaecology and obstetrics: the official organ of the International Federation of Gynaecology and Obstetrics · 2025Pooled it
- Oral microbiome modulation mitigates hyperglycemia exacerbation in gestational diabetes mellitus.Nature communications · 2026Trial
- WeChat-Delivered Mobile Medical Nutrition Therapy Intervention in Gestational Diabetes Mellitus: Randomized Controlled Trial.JMIR mHealth and uHealth · 2026Trial
- Educational films for improving perinatal outcomes associated with gestational diabetes in Uganda and India: a cluster randomised trial.BMJ global health · 2026Trial
- Effects of Axivity 3.0-based management model on pregnant women with gestational diabetes mellitus.Frontiers in endocrinology · 2026Trial
499 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
6 authors at 1 institution in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
objectiveTo investigate the association between gestational diabetes mellitus and adverse outcomes of pregnancy after adjustment for at least minimal confounding factors.
designSystematic review and meta-analysis. DATA SOURCES: Web of Science, PubMed, Medline, and Cochrane Database of Systematic Reviews, from 1 January 1990 to 1 November 2021. REVIEW
methodsCohort studies and control arms of trials reporting complications of pregnancy in women with gestational diabetes mellitus were eligible for inclusion. Based on the use of insulin, studies were divided into three subgroups: no insulin use (patients never used insulin during the course of the disease), insulin use (different proportions of patients were treated with insulin), and insulin use not reported. Subgroup analyses were performed based on the status of the country (developed or developing), quality of the study, diagnostic criteria, and screening method. Meta-regression models were applied based on the proportion of patients who had received insulin.
results156 studies with 7 506 061 pregnancies were included, and 50 (32.1%) showed a low or medium risk of bias. In studies with no insulin use, when adjusted for confounders, women with gestational diabetes mellitus had increased odds of caesarean section (odds ratio 1.16, 95% confidence interval 1.03 to 1.32), preterm delivery (1.51, 1.26 to 1.80), low one minute Apgar score (1.43, 1.01 to 2.03), macrosomia (1.70, 1.23 to 2.36), and infant born large for gestational age (1.57, 1.25 to 1.97). In studies with insulin use, when adjusted for confounders, the odds of having an infant large for gestational age (odds ratio 1.61, 1.09 to 2.37), or with respiratory distress syndrome (1.57, 1.19 to 2.08) or neonatal jaundice (1.28, 1.02 to 1.62), or requiring admission to the neonatal intensive care unit (2.29, 1.59 to 3.31), were higher in women with gestational diabetes mellitus than in those without diabetes. No clear evidence was found for differences in the odds of instrumental delivery, shoulder dystocia, postpartum haemorrhage, stillbirth, neonatal death, low five minute Apgar score, low birth weight, and small for gestational age between women with and without gestational diabetes mellitus after adjusting for confounders. Country status, adjustment for body mass index, and screening methods significantly contributed to heterogeneity between studies for several adverse outcomes of pregnancy.
conclusionsWhen adjusted for confounders, gestational diabetes mellitus was significantly associated with pregnancy complications. The findings contribute to a more comprehensive understanding of the adverse outcomes of pregnancy related to gestational diabetes mellitus. Future primary studies should routinely consider adjusting for a more complete set of prognostic factors. REVIEW REGISTRATION: PROSPERO CRD42021265837.
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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.