Evidence mapPaperPMID 35613728Full record

SynthesisBMJ (Clinical research ed.)2022

Gestational diabetes mellitus and adverse pregnancy outcomes: systematic review and meta-analysis.

Wenrui Ye, Cong Luo, Jing Huang, Chenglong Li, Zhixiong Liu, Fangkun Liu

3 registry-linked trialsOpen access · bronzeAbstract readMeta-AnalysisSystematic Review
In one paragraph

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.

0numbers the graph read from it
0cells of the map it votes in
559citing papers in PubMed, 16 pooled it
158.4field-weighted citation impact, top 1% of its field
1 · What the graph read from 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.

2 · The registry

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.

NCT06589141 nanot yet recruitingstarted 2025, after this paper: background citation

Comparison Between Metformin and Glyburide in the Management of Gestational Diabetes: a Randomized Controlled Trial (GDM-MERGE Trial)

Ran2025Enrolled180Registered outcomes4Posted comparisons0ConditionsGestational Diabetes Mellitus in PregnancyArmsGlyBURIDE 2.5 MG Oral Tablet, MetFORMIN 500 Mg Oral Tablet
PMID 22505499PMID 35195193PMID 31869430other papers from this trial
Open the trial in the graph
NCT07003503 not yet recruitingnot on this mapstarted 2025, after this paper: background citation

Explore the Risk Factors for Antenatal Mental Disorders in Pregnant Women With Hyperglycemia

TypeobservationalSponsorShenzhen Hospital of Southern Medical UniversityRan2025 to 2026Enrolled635ConditionsHyperglycemia, Mental Disorder, Pregnancy Complications
NCT07345143 naenrolling by invitationnot on this mapstarted 2024, after this paper: background citation

Artificial Intelligence in Education and Monitoring Women With Gestational Diabetes

TypeinterventionalSponsorJOSE FERNANDO VILELA-MARTINRan2024 to 2027Enrolled100ConditionsGestational Diabetes, Macrosomia, FetalArmsmonitoring model for women with gestacional diabetes using pharmacological therapy
3 · Its place in the literature

Who cites it

559 citing papers in PubMed, 16 syntheses or guidelines pooled it, 934 citations in OpenAlex.

  1. Pooled it
  2. 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 · 2026
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  7. Systematic Review: Antipsychotic Medication in Pregnancy and Neurodevelopmental Outcomes in Children.Journal of the American Academy of Child and Adolescent Psychiatry · 2026
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  16. 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 · 2025
    Pooled it
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499 more citing papers are in PubMed but not listed here.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

6 authors at 1 institution in 1 country.

Wenrui YeDepartment of Neurosurgery, Xiangya Hospital, Central South University, Changsha, Hunan, China.
Cong LuoDepartment of Urology, Xiangya Hospital, Central South University, Changsha, Hunan, China.
Jing HuangNational Clinical Research Centre for Mental Disorders, Second Xiangya Hospital, Central South University, Changsha, Hunan, China.
Chenglong LiDepartment of Neurosurgery, Xiangya Hospital, Central South University, Changsha, Hunan, China.
Zhixiong LiuDepartment of Neurosurgery, Xiangya Hospital, Central South University, Changsha, Hunan, China liufangkun@csu.edu.cn.
Fangkun LiuDepartment of Neurosurgery, Xiangya Hospital, Central South University, Changsha, Hunan, China liufangkun@csu.edu.cn.ORCID 0000-0002-1703-8836
Central South University · CN

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

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.

Indexed as

Diabetes, GestationalPregnancy ComplicationsCesarean SectionFemaleFetal MacrosomiaHumansInfant, NewbornInsulinPregnancyPregnancy OutcomeInsulin

Identifiers

PMID35613728
PMCPMC9131781
OpenAlexW4281563604

What Socratic holds

Textmetadata
LicenceCC BY-NC
Read underepoch 390

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.