SynthesisNutrients2022
Prevention of Gestational Diabetes Mellitus and Gestational Weight Gain Restriction in Overweight/Obese Pregnant Women: A Systematic Review and Network Meta-Analysis.
Synthesis in Nutrients, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 32 papers, 5 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.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
32 citing papers in PubMed, 5 syntheses or guidelines pooled it, 48 citations in OpenAlex.
- Lifestyle interventions to prevent gestational and type 2 diabetes among migrant women from low- and middle-income countries: a systematic review.Global health action · 2026Pooled it
- Pooled it
- Preventive effects of different types of exercises during pregnancy on gestational diabetes: a systematic review and network meta-analysis.BMC public health · 2025Pooled it
- Association of Pregnancy Diet with Metabolic Adverse Outcomes in Pregnant Women and Their Children: A Systematic Review and Meta-Analysis.Annals of nutrition & metabolism · 2025Pooled it
- Effects of women with gestational diabetes mellitus related weight gain on pregnancy outcomes and its experiences in weight management programs: a mixed-methods systematic review.Frontiers in endocrinology · 2023Pooled it
- The impact of health coaching on the prevention of gestational diabetes in overweight/obese pregnant women: a quasi-experimental study.BMC women's health · 2023Trial
- Effect of the smartphone application on caesarean section in women with overweight and obesity: a randomized controlled trial in China.BMC pregnancy and childbirth · 2023Trial
- Article
- Gestational diabetes: from pathogenesis to therapeutic intervention.Diabetology & metabolic syndrome · 2026Review
- 16S rRNA Gene Amplicon Sequencing of Gut Microbiota in Gestational Diabetes Mellitus and Type 2 Diabetes Mellitus.Journal of diabetes research · 2026Article
- Pre-pregnancy body mass index classification and weight gain according to new brazilian protocols and their association with gestational diabetes mellitus.Revista brasileira de ginecologia e obstetricia : revista da Federacao Brasileira das Sociedades de Ginecologia e Obstetricia · 2026Article
- Dietary Habits in Early Pregnancy in a Multi-Ethnic Population: Results from the PROMOTE Cohort Study.Nutrients · 2025Article
- Digital Lifestyle Interventions to Support Healthy Gestational Weight Gain: Scoping Review.Journal of medical Internet research · 2025Article
- Relationship between maternal body composition changes and heavy for date infants in pregnant women with diabetes.Journal of diabetes investigation · 2025Article
- Gestational Diabetes Mellitus: Efficacy of Non-Pharmacological Interventions for Management and Prevention.Healthcare (Basel, Switzerland) · 2025Review
- Construct a nomogram prediction and evaluation of influencing factors of adverse pregnancy outcomes in GDM patients based on plasma miR-144-3p levels.Frontiers in endocrinology · 2025Article
- More Physical Exercise is Beneficial to Glycemic Control in Late Pregnancy Among Women with Gestational Diabetes Mellitus: Findings Based on Trajectory Model in a Prospective Cohort in Shanghai.Diabetes, metabolic syndrome and obesity : targets and therapy · 2025Article
- The Safety of Probiotics Intended for Use in Pregnant and Lactating Women: From a Desirable to a Required Task.Foods (Basel, Switzerland) · 2024Review
- Article
- Physical Activity during Pregnancy and Risk of Gestational Diabetes Mellitus: A Meta-Review.Life (Basel, Switzerland) · 2024Review
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
5 authors at 1 institution in 1 country.
Funding
Abstract
Background: Overweight/obesity is associated with pregnancy-related disorders, such as gestational diabetes mellitus (GDM) and excessive gestational weight gain (GWG). Although multiple interventions have been proposed to prevent GDM and restrict GWG, our knowledge of their comparative efficacy is limited. Objective: To evaluate the effectiveness and identify the optimal intervention strategy to prevent GDM and restrict GWG among overweight/obese pregnant women. Methods: Randomized controlled trials that recruited overweight/obese pregnant women at <20 gestational week were obtained. Predictive and confidence interval plot and surface under the cumulative ranking (SUCRA) were performed using Stata statistical software to determine and compare the efficacy of interventions (diet, physical activity (PA), diet + PA intervention and medication). Results: 23 studies with a total of 8877 participants were eligible for analysis. Our results indicated that although neither PA, diet + PA, diet nor medication intervention could significantly protect overweight/obese women from the development of GDM, there was a trend that PA and diet + PA intervention were preventive factors of GDM. Of these, PA intervention (SUCRA, 82.8%) ranked as the superior strategy, and diet intervention (SUCRA, 19.7%) was the least efficacious regimen. Furthermore, interventions of diet, PA and diet + PA were significantly beneficial for GWG restriction, whereas medication intervention could not restrict GWG. In detail, diet intervention (SUCRA, 19.7%) ranked as the optimal regimen, whilst PA intervention (SUCRA, 62.3%) ranked as the least efficacious regimen. Conclusion: Although none of the interventions could offer remarkable benefit for GDM prevention, interventions of diet, PA and diet + PA were significant factors to restrict GWG. In aggregate, diet + PA intervention seemed the superior choice for the prevention of both GDM and excessive GWG. Registration: PROSPERO CRD42022313542.
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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.