ReviewDiabetologia2022
Lifestyle interventions in pregnancy targeting GDM prevention: looking ahead to precision medicine.
Review in Diabetologia, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 39 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
39 citing papers in PubMed, 1 synthesis or guideline pooled it, 58 citations in OpenAlex.
- Antioxidant Supplementation for Management of Gestational Diabetes Mellitus in Pregnancy: A Systematic Review and Meta-Analysis of Randomised Controlled Trials.Current nutrition reports · 2025Pooled it
- The effect of a theory of planned behavior-based education model on self-management and metabolic control in pregnant women with gestational diabetes: a randomized controlled trial.BMC pregnancy and childbirth · 2026Trial
- Time restricted eating and exercise training before and during pregnancy for people with increased risk of gestational diabetes: single centre randomised controlled trial (BEFORE THE BEGINNING).BMJ (Clinical research ed.) · 2025Trial
- [A randomized controlled trial of weight management based on mobile health techno-logy among overweight or obese pregnant women].Beijing da xue xue bao. Yi xue ban = Journal of Peking University. Health sciences · 2025Trial
- Nutritional education on health beliefs, metabolic profiles, and quality of life among high-risk pregnant women for gestational diabetes mellitus: a randomized controlled trial.Scientific reports · 2024Trial
- Dynamic involvement of the core gut microbiome XNP_Guild1 in the evolution of gestational diabetes mellitus.Gut microbes · 2026Article
- Photoacoustic and ultrasound Imaging of placental functions in gestational diabetes: From diagnosis to precision interventions.Photoacoustics · 2026Review
- Transfer RNA-derived small RNAs in female reproductive disorders: emerging roles and clinical implications.Journal of assisted reproduction and genetics · 2026Review
- Sociodemographic profiles and maternal comorbidities associated with caesarean delivery: a comparison between nulliparous and multiparous mothers in Malaysia.BMC pregnancy and childbirth · 2026Article
- A couple-based physical activity intervention for the prevention of gestational diabetes mellitus: study protocol for a randomized controlled trial.BMC pregnancy and childbirth · 2026Article
- Intestinal fungal dysbiosis in gestational diabetes mellitus is associated with adverse pregnancy outcomes.BMC pregnancy and childbirth · 2026Article
- Comprehensive Review of Gestational Diabetes: Pathophysiology, Pharmacological Management and the Role of Pharmaceutical Care.Current drug safety · 2026Review
- Machine learning based prediction of gestational diabetes mellitus using early pregnancy biomarkers and clinical data.Bioinformation · 2026Article
- Precision Medicine and Shared Decision-Making to Advance Gestational Diabetes Management: Genetic, Metabolic, and Gut Microbiota Factors.Patient preference and adherence · 2026Review
- The association between husband-reported snoring and gestational diabetes mellitus: a study of sleep-disordered breathing in pregnancy.Journal of diabetes and metabolic disorders · 2025Article
- The Role of Probiotics in Preventing Gestational Diabetes: An Umbrella Review.Journal of clinical medicine · 2025Review
- Review
- Genetics of diabetes and its complications: a comprehensive review.Diabetology & metabolic syndrome · 2025Review
- Precision nutrition for cardiometabolic diseases.Nature medicine · 2025Review
- Trends in adverse pregnancy outcomes in Louisiana, 2017 to 2022.Scientific reports · 2025Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
4 authors at 3 institutions in 1 country.
Funding
Abstract
Gestational diabetes mellitus (GDM) is the most prevalent pregnancy-related endocrinopathy, affecting up to 25% of pregnancies worldwide. Pregnant individuals who develop GDM have an increased risk of complications during pregnancy and birth, as well as future development of type 2 diabetes mellitus and CVD. This increased risk is subsequently passed along to the offspring, perpetuating a cycle of metabolic dysfunction across generations. GDM prevention strategies have had mixed results for many years, but more recent systematic reviews and meta-analyses have suggested potential new avenues of prevention. The objective of this review is to summarise the literature examining the efficacy of lifestyle interventions for the prevention of GDM and to uncover if specific individual-level characteristics influence this outcome. Based on the present literature, we determined that future trials should be designed to understand if initiation of lifestyle intervention in the preconception period is more effective to reduce GDM. Furthermore, trials initiated during pregnancy should be developed through the lens of precision prevention. That is, trials should tailor intervention approaches based on individual-level risk defined by the presence of modifiable and non-modifiable risk factors. Finally, future interventions might also benefit from just-in-time adaptive intervention designs, which allow for interventions to be modified in real-time based on objective assessments of an individual's response.
Indexed as
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What OpenQuestion 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 OpenQuestion graph.