Evidence map›Paper›PMID 41293669›Full record

ArticleJournal of pharmacy & bioallied sciences

Preventing Gestational Diabetes Mellitus: A Systematic Review and Meta-Analysis of Lifestyle, Exercise, and Pharmacologic Interventions.

Supraja Movva, Satya Kumar Koduru, Deepthi Roop, Shyam Pandiyarajan, Ahmed Mohamed, Arbind Kumar Choudhary

Abstract read
In one paragraph

Article in Journal of pharmacy & bioallied sciences. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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.

Supraja MovvaDepartment of Obstetrics and Gynaecology, Mid Yorkshire NHS Trust, Wakefield, United Kingdom.
Satya Kumar KoduruDepartment of Trauma and Orthopaedics, Northern Lincolnshire and Goole NHS Foundation Trust (NLAG), Scunthorpe, United Kingdom.
Deepthi RoopDepartment of Trauma and Orthopaedics, Northern Lincolnshire and Goole NHS Foundation Trust (NLAG), Scunthorpe, United Kingdom.
Shyam PandiyarajanDepartment of Trauma and Orthopaedics, Northern Lincolnshire and Goole NHS Foundation Trust (NLAG), Scunthorpe, United Kingdom.
Ahmed MohamedDepartment of Trauma and Orthopaedics, Northern Lincolnshire and Goole NHS Foundation Trust (NLAG), Scunthorpe, United Kingdom.
Arbind Kumar ChoudharyDepartment of Pharmacology, Government Erode Medical College and Hospital, Erode, Tamil Nadu, India.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Gestational diabetes mellitus (GDM) is associated with adverse maternal and neonatal outcomes and an increasing global prevalence. Preventive interventions during pregnancy may help mitigate these risks. This systematic review and meta-analysis evaluated randomized controlled trials assessing lifestyle, exercise, and pharmacologic interventions for the prevention of GDM. Comprehensive searches were conducted in PubMed, Scopus, Web of Science, Cochrane CENTRAL, and Google Scholar up to May 2025. The primary outcome was GDM incidence, and secondary outcomes included fasting glucose, gestational weight gain, maternal and neonatal outcomes, adherence, and safety. Nine randomized controlled trials were identified, of which seven involving 4,046 women were included in the meta-analysis. Pooled analysis showed that antenatal interventions significantly reduced GDM incidence (odds ratio [OR] 0.55, 95% confidence interval [CI] 0.41-0.75). Lifestyle programs (OR 0.56, 95% CI 0.39-0.80) and exercise-only interventions (OR 0.63, 95% CI 0.40-1.00) were most effective. Improvements in fasting glucose, gestational weight gain, cesarean delivery, and macrosomia were observed without increased adverse events. Structured lifestyle and exercise interventions are effective, safe, and scalable strategies for preventing GDM.

Indexed as

GDM preventiongestational diabetes mellituslifestyle interventionmeta-analysismetforminphysical activitypregnancysystematic review

Identifiers

PMID41293669
PMCPMC12643149

What Socratic holds

Textmetadata
LicenceCC BY-NC-SA
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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.