SynthesisBMJ open2024
Association between gestational diabetes mellitus diagnostic criteria and adverse pregnancy outcomes-a systematic review and meta-analysis of adjusted effect sizes from studies using current diagnostic criteria.
Synthesis in BMJ open, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers, 1 of them a synthesis 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.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
11 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Diagnostic performance of PAPP-A and β-hCG in early detection of gestational diabetes mellitus: a meta-analysis.Acta diabetologica · 2026Pooled it
- Mapping current evidence and knowledge gaps in gestational diabetes mellitus in Vietnam and Vietnamese diaspora: a scoping review.Global health action · 2026Article
- Cardiovascular disease in women: traditional and sex-specific risk factors.European heart journal · 2026Review
- Implementation determinants of risk-stratified gestational diabetes mellitus screening in community-based women's peer groups in rural western Kenya.BMC pregnancy and childbirth · 2026Article
- Maternal serum NRF2 at 12 weeks as a biomarker for development of gestation diabetes mellitus.Archives of gynecology and obstetrics · 2026Article
- Long sleep duration and suboptimal glycaemic control in gestational diabetes mellitus: a cross-sectional study in Ningbo, China.BMJ open · 2026Observational
- Temporal trend and influencing factors of high-risk pregnancy in China: a nationwide longitudinal analysis.Frontiers in public health · 2026Article
- Development and Usability Evaluation of a Serious Game for Dietary Health Education in Gestational Diabetes Mellitus: A Mixed-Methods Study Based on the SGDA Framework.Journal of multidisciplinary healthcare · 2026Article
- Comprehensive first-trimester targeted metabolomics for early prediction and understanding of GDM pathophysiology.Frontiers in molecular biosciences · 2026Article
- Maternal and neonatal outcomes according to the timing of diagnosis of gestational diabetes: A critical appraisal.World journal of diabetes · 2025Review
- PREGNANCY DISORDERS AND MATERNAL CONSEQUENCES: Maternal pre-pregnancy risks and postpartum consequences of gestational diabetes.Reproduction (Cambridge, England) · 2025Review
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.
Funding
No grant is acknowledged in the PubMed record.
Abstract
objectivesTo quantify the association between Gestational Diabetes Mellitus (GDM) and adverse pregnancy outcomes and primarily compare the associations between diagnostic criteria following the International Association of Diabetes and Pregnancy Study Groups (IADPSG) recommendations and non-IADPSG criteria, which use higher blood glucose cut-offs.
designSystematic review and meta-analysis of observational studies using contemporary GDM diagnostic criteria. DATA SOURCES: PubMed, Scopus, Google Scholar, Cochrane Database of Systematic Reviews and the Cumulative Index to Nursing and Allied Health Literature (CINAHL) were searched for articles published between 2010 and 2023. The search was carried out on 15 May 2023. ELIGIBILITY CRITERIA: Studies were included if they were observational studies that reported adjusted effect sizes for GDM-related adverse outcomes and compared outcomes between women with and without GDM, used contemporary diagnostic criteria and were conducted after 2010. DATA EXTRACTION AND SYNTHESIS: Two reviewers independently extracted data and assessed study quality using the MethodologicAl STandards for Epidemiological Research (MASTER) scale. Bias-adjusted inverse variance heterogeneity meta-analysis models were used to synthesise adjusted effect sizes. The same meta-analytic models were used to synthesise the overall OR and their 95% CIs for comparisons of the criteria which followed the IADPSG recommendations to other criteria, mostly with higher blood glucose cut-offs (non-IADPSG).
resultsWe included 30 studies involving 642 355 participants. GDM was associated with higher odds of maternal outcomes, namely; caesarean section (adjusted OR (aOR) 1.24, 95% CI 1.01 to 1.51) and pregnancy-induced hypertension (aOR 1.55, 95% CI 1.03 to 2.34). GDM was associated with higher odds of neonatal outcomes, specifically; macrosomia (aOR 1.38, 95% CI 1.13 to 1.69), large for gestational age (aOR 1.42, 95% CI 1.23 to 1.63), preterm birth (aOR 1.41, 95% CI 1.21 to 1.64), neonatal intensive care unit admission (aOR 1.42, 95% CI 1.12 to 1.78), neonatal hypoglycaemia (aOR 3.08, 95% CI 1.80 to 5.26) and jaundice (aOR 1.47, 95% CI 1.12 to 1.91). Further analyses showed no major differences in adverse pregnancy outcomes between IADPSG and non-IADPSG criteria.
conclusionsGDM is consistently associated with adverse pregnancy, maternal and foetal outcomes, regardless of the diagnostic criteria used. These findings suggest no significant difference in risk between lower and higher blood glucose cut-offs used in GDM diagnosis.
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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.