ArticleJournal of clinical medicine2021
Predictors of Treatment Requirements in Women with Gestational Diabetes: A Retrospective Analysis.
Article in Journal of clinical medicine, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.
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Who cites it
5 citing papers in PubMed, 6 citations in OpenAlex.
- Clinical and biochemical factors associated with insulin therapy in gestational diabetes: The role of OGTT-based groups.Experimental physiology · 2026Observational
- Overlap of Gestational Diabetes Mellitus and Pre-eclampsia: A Scoping Review.Diabetes therapy : research, treatment and education of diabetes and related disorders · 2026Review
- The use of machine learning to predict pharmacological therapy in gestational diabetes: A scoping review.Diabetic medicine : a journal of the British Diabetic Association · 2026Review
- Individual Prediction of Insulin Therapy in Gestational Diabetes: Development of a Risk Calculator Based on Real-World Data from the GestDiab Registry.Geburtshilfe und Frauenheilkunde · 2025Article
- Predicting insulin use among women with gestational diabetes diagnosed in oral glucose tolerance test.BMC pregnancy and childbirth · 2023Article
Corrections and comments
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Authors and funding
5 authors at 2 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
The diagnosis of gestational diabetes is usually very stressful for pregnant women, especially because they fear that insulin treatment may become necessary. Knowledge about personal risk factors predicting the probability of insulin treatment could therefore help to improve acceptance of the diagnosis and therapy adherence. The aim of this study was to find potential risk factors for insulin dependency and treatment requirements using information available at the time of diagnosis of gestational diabetes during pregnancy. We included 454 singleton pregnancies diagnosed ≥24 weeks of gestation. Multivariate regression analysis was used to evaluate independent associations of metabolic, anthropometric and fetal ultrasound parameters with the general need for insulin treatment and further stratified treatment options: diet (
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Registered trials
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