ArticleScientific reports2020
Risk prediction model of gestational diabetes mellitus based on nomogram in a Chinese population cohort study.
Article in Scientific reports, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 26 papers, 1 of them a synthesis that pooled it.
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Who cites it
26 citing papers in PubMed, 1 synthesis or guideline pooled it, 52 citations in OpenAlex.
- Maternal metabolic factors and the association with gestational diabetes: A systematic review and meta-analysis.Diabetes/metabolism research and reviews · 2022Pooled it
- A Low-Intensity Nutrition Intervention Targeting Triglycerides in Gestational Diabetes: A Feasibility RCT.The Journal of clinical endocrinology and metabolism · 2025Trial
- Lipid profiles and risk of gestational diabetes mellitus in women with isolated TPOAb positivity during early pregnancy.Scientific reports · 2026Article
- Predictive performance of artificial intelligence algorithms for gestational diabetes mellitus in pregnant women: a protocol for systematic review and meta-analysis.Systematic reviews · 2026Article
- Development and validation of a multidimensional indicator-based risk prediction model for gestational diabetes mellitus: a nested case-control study.BMC endocrine disorders · 2026Article
- Development and multicenter validation of a novel model for selective screening of gestational diabetes mellitus: the Vietnam gestational diabetes mellitus study.BMC pregnancy and childbirth · 2025Article
- GC vitamin D-binding protein gene functional genetic variants and gestational diabetes mellitus risk and prediction.Scientific reports · 2025Article
- Predicting Gestational Diabetes Mellitus in the first trimester using machine learning algorithms: a cross-sectional study at a hospital fertility health center in Iran.BMC medical informatics and decision making · 2025Article
- Development and validation of a nomogram for predicting immune-mediated colitis in lung cancer patients treated with immune checkpoint inhibitors: a retrospective cohort study in China.Frontiers in immunology · 2025Article
- Risk Factors for Gestational Diabetes Mellitus in Mainland China: A Systematic Review and Meta-Analysis.Diabetes, metabolic syndrome and obesity : targets and therapy · 2025Review
- Diagnosis of pregnancy disorder in the first-trimester patient plasma with Raman spectroscopy and protein analysis.Bioengineering & translational medicine · 2024Article
- Functional genetic variants and susceptibility and prediction of gestational diabetes mellitus.Scientific reports · 2024Article
- Identifying Predictor Variables for a Composite Risk Prediction Tool for Gestational Diabetes and Hypertensive Disorders of Pregnancy: A Modified Delphi Study.Healthcare (Basel, Switzerland) · 2024Article
- Dietary Strategies to Reduce Triglycerides in Women of Reproductive Age: A Simulation Modelling Study.Nutrients · 2023Article
- Genome-wide analysis study of gestational diabetes mellitus and related pathogenic factors in a Chinese Han population.BMC pregnancy and childbirth · 2023Article
- Integration of clinical demographics and routine laboratory analysis parameters for early prediction of gestational diabetes mellitus in the Chinese population.Frontiers in endocrinology · 2023Article
- Predictive value of first-trimester GPR120 levels in gestational diabetes mellitus.Frontiers in endocrinology · 2023Article
- O-GlcNAc transferase contributes to sex-specific placental deregulation in gestational diabetes.Placenta · 2023Article
- Risk prediction models of gestational diabetes mellitus before 16 gestational weeks.BMC pregnancy and childbirth · 2022Article
- Development and Validation of Risk Prediction Models for Gestational Diabetes Mellitus Using Four Different Methods.Metabolites · 2022Article
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Authors and funding
8 authors at 3 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
To build a risk prediction model of gestational diabetes mellitus using nomogram to provide a simple-to-use clinical basis for the early prediction of gestational diabetes mellitus (GDM). This study is a prospective cohort study including 1385 pregnant women. (1) It is showed that the risk of GDM in women aged ≥ 35 years was 5.5 times higher than that in women aged < 25 years (95% CI: 1.27-23.73, p < 0.05). In the first trimester, the risk of GDM in women with abnormal triglyceride who were in their first trimester was 2.1 times higher than that of lipid normal women (95% CI: 1.12-3.91, p < 0.05). The area under the ROC curve of the nomogram of was 0.728 (95% CI: 0.683-0.772), the sensitivity and specificity of the model were 0.716 and 0.652, respectively. This study provides a simple and economic nomogram for the early prediction of GDM risk in the first trimester, and it has certain accuracy.
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