Evidence map›Paper›PMID 38216688›Full record

ArticleCommunications medicine2024

Precision stratification of prognostic risk factors associated with outcomes in gestational diabetes mellitus: a systematic review.

Zhila Semnani-Azad, Romy Gaillard, Alice E Hughes, Kristen E Boyle, Deirdre K Tobias, ADA/EASD PMDI, Wei Perng

Open access · goldAbstract read
In one paragraph

Article in Communications medicine, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 16 papers.

0numbers the graph read from it
0cells of the map it votes in
16citing papers in PubMed
11.7field-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.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

16 citing papers in PubMed, 20 citations in OpenAlex.

  1. Article
  2. Article
  3. Article
  4. Review
  5. Article
  6. Review
  7. Review
  8. Article
  9. Article
  10. Article
  11. Molecular Variants inInternational journal of women's health · 2025
    Article
  12. Article
  13. Review
  14. Article
  15. Review
  16. Article
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

7 authors at 20 institutions in 26 countries.

Zhila Semnani-AzadDepartment of Nutrition, Harvard T.H. Chan School of Public Health, Boston, MA, USA. zsemnaniazad@hsph.harvard.edu.
Romy GaillardDepartment of Pediatrics, Erasmus MC, University Medical Center, Rotterdam, the Netherlands.
Alice E HughesFaculty of Health and Life Sciences, University of Exeter Medical School, Exeter, UK.
Kristen E BoyleDepartment of Pediatrics and the Lifecourse Epidemiology of Adiposity and Diabetes (LEAD) Center, University of Colorado Anschutz Medical Campus, Aurora, CO, USA.ORCID http://orcid.org/0000-0001-9689-3322
Deirdre K TobiasDepartment of Nutrition, Harvard T.H. Chan School of Public Health, Boston, MA, USA.
ADA/EASD PMDI
Wei PerngDepartment of Epidemiology and the Lifecourse Epidemiology of Adiposity and Diabetes (LEAD) Center, University of Colorado Anschutz Medical Campus, Aurora, CO, USA.ORCID http://orcid.org/0000-0001-8552-6850
Johns Hopkins University · USUniversity of Copenhagen · DKBroad Institute · USHarvard University · USNorthwestern University · USUniversity of Exeter · GBChinese University of Hong Kong · HKUniversity of Dundee · GBBrigham and Women's Hospital · USLund University · SEJoslin Diabetes Center · USNational Institutes of Health · USUniversity of Colorado Anschutz Medical Campus · USUniversity of Maryland, Baltimore · USUniversity of South Dakota · USHôpital Necker-Enfants Malades · FRIndiana University School of MedicineUniversity of Chicago · USUniversity of Pittsburgh · USBaylor College of Medicine · US

Funding

PILOT STUDY--SUBSTRATE METABOLISM IN EXTREMELY LOW BIRTH WEIGHT INFANTSP30DK048520 · NIDDK · UNIVERSITY OF COLORADO DENVER · PI JANINE A HIGGINS · 1995 to 2026
$32.6M
Understanding the Pathophysiology of Type 2 Diabetes in Navajo YouthU01DK134981 · NIDDK · UNIVERSITY OF COLORADO DENVER · PI Dana Dabelea, Wei Perng · 2023 to 2026
$2.7M
Epigenetic programming of infant mesenchymal stem cells: mechanisms for obesity and diabetes risk in humansR01DK117168 · NIDDK · UNIVERSITY OF COLORADO DENVER · PI BOYLE, KRISTEN ELIZABETH · 2018 to 2022
$1.7M
NIDDK NIH HHS L30 DK106874NIDDK NIH HHS R01 DK117168NIDDK NIH HHS U01 DK134981Wellcome Trust 210752/Z/18/Z
6 · The paper itself

Abstract

backgroundThe objective of this systematic review is to identify prognostic factors among women and their offspring affected by gestational diabetes mellitus (GDM), focusing on endpoints of cardiovascular disease (CVD) and type 2 diabetes (T2D) for women, and cardiometabolic profile for offspring.

methodsThis review included studies published in English language from January 1st, 1990, through September 30th, 2021, that focused on the above outcomes of interest with respect to sociodemographic factors, lifestyle and behavioral characteristics, traditional clinical traits, and 'omics biomarkers in the mothers and offspring during the perinatal/postpartum periods and across the lifecourse. Studies that did not report associations of prognostic factors with outcomes of interest among GDM-exposed women or children were excluded.

resultsHere, we identified 109 publications comprising 98 observational studies and 11 randomized-controlled trials. Findings indicate that GDM severity, maternal obesity, race/ethnicity, and unhealthy diet and physical activity levels predict T2D and CVD in women, and greater cardiometabolic risk in offspring. However, using the Diabetes Canada 2018 Clinical Practice Guidelines for studies, the level of evidence was low due to potential for confounding, reverse causation, and selection biases.

conclusionsGDM pregnancies with greater severity, as well as those accompanied by maternal obesity, unhealthy diet, and low physical activity, as well as cases that occur among women who identify as racial/ethnic minorities are associated with worse cardiometabolic prognosis in mothers and offspring. However, given the low quality of evidence, prospective studies with detailed covariate data collection and high fidelity of follow-up are warranted.

Identifiers

PMID38216688
PMCPMC10786838
OpenAlexW4390788552

What Socratic holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.