ArticleEndocrine2013
Glycemic variability in gestational diabetes mellitus and its association with β cell function.
Article in Endocrine, 2013. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 22 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
22 citing papers in PubMed, 1 synthesis or guideline pooled it, 39 citations in OpenAlex.
- Application and Utility of Continuous Glucose Monitoring in Pregnancy: A Systematic Review.Frontiers in endocrinology · 2019Pooled it
- Continuous Glucose Monitoring Feedback in the Subsequent Development of Gestational Diabetes: A Pilot, Randomized, Controlled Trial in Pregnant Women.American journal of perinatology · 2024Trial
- Small changes in glucose variability induced by low and high glycemic index diets are not associated with changes in β-cell function in adults with pre-diabetes.Journal of diabetes and its complications · 2020Trial
- Trial
- The metabolic and circadian signatures of gestational diabetes in the postpartum period characterised using multiple wearable devices.Diabetologia · 2025Observational
- Correlation Between Blood Glucose Variability Indices Using Continuous Glucose Monitoring in Gestational Diabetes Patients and Abnormal Glucose Levels 42 Days Postpartum.Journal of diabetes research · 2025Article
- Early continuous glucose monitoring-derived glycemic patterns are associated with subsequent insulin resistance and gestational diabetes mellitus development during pregnancy.Diabetology & metabolic syndrome · 2024Article
- Left ventricular longitudinal strain in patients with type 2 diabetes mellitus is independently associated with glycated hemoglobin level.Clinical cardiology · 2023Article
- Time in range assessed by capillary blood glucose in relation to insulin sensitivity and β-cell function in patients with type 2 diabetes mellitus: A cross-sectional study in China.Journal of diabetes investigation · 2022Article
- Continuous Glucose Monitoring for the Diagnosis of Gestational Diabetes Mellitus: A Pilot Study.Journal of diabetes research · 2022Article
- Glycemic Variability in Early Pregnancy May Predict a Subsequent Diagnosis of Gestational Diabetes.Diabetes, metabolic syndrome and obesity : targets and therapy · 2022Article
- Identification of maternal continuous glucose monitoring metrics related to newborn birth weight in pregnant women with gestational diabetes.Endocrine · 2021Article
- Continuous glucose monitoring during pregnancy in healthy mice.Scientific reports · 2021Article
- Association of fasting plasma glucose variability with gestational diabetes mellitus: a nationwide population-based cohort study.BMJ open diabetes research & care · 2020Article
- A Review of Research Progress on Glycemic Variability and Gestational Diabetes.Diabetes, metabolic syndrome and obesity : targets and therapy · 2020Review
- Association of Higher Circulating Insulin Antibody with Increased Mean Amplitude Glycemic Excursion in Patients with Type 2 Diabetes Mellitus: A Cross-Sectional, Retrospective Case-Control Study.Journal of diabetes research · 2019Article
- Implications of Lipids in Neonatal Body Weight and Fat Mass in Gestational Diabetic Mothers and Non-Diabetic Controls.Current diabetes reports · 2018Review
- Continuous Glucose Monitoring: A Review of Recent Studies Demonstrating Improved Glycemic Outcomes.Diabetes technology & therapeutics · 2017Review
- Lower glycemic load meals reduce diurnal glycemic oscillations in women with risk factors for gestational diabetes.BMJ open diabetes research & care · 2017Article
- Lack of predictive power of plasma lipids or lipoproteins for gestational diabetes mellitus in Japanese women.Journal of diabetes investigation · 2015Article
Corrections and comments
- Commented on by
Authors and funding
8 authors at 3 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Maternal hyperglycemia in gestational diabetes mellitus (GDM), especially hyperglycemic excursions, is associated with increased risks of adverse pregnancy outcomes. Continuous glucose monitoring (CGM) system (CGMS) is better than intermittent self-measurements in detecting detailed glucose profiles on the magnitude and duration of glucose fluctuations. Hyperglycemia resulted from impaired β cell function. This study analyzed the characteristics of glycemic variability in GDM with 24-28 gestational weeks and its association with β cell function. Thirty GDM with 24-28 gestational weeks (GDM group) were included in this study, and 20 normal gestational women (NGW group) and 20 normal glucose regulation non-pregnant women (NGRW group) were set as controls. The three groups were monitored using the CGMS for consecutive 72 h. The parameters of glycemic variability included the standard deviation of blood glucose (SDBG), mean of continuous 24-h blood glucose (MBG), mean amplitude of glycemic excursions (MAGEs), and mean of daily differences (MODDs). Homeostasis model assessments were applied to access the insulin resistance (HOMA-IR). The early insulinogenic index (ΔI30/ΔG30) and the area under the curve of insulin (AUCI180) derived from 75-g oral glucose tolerance test were applied to evaluate the early-phase insulin secretion and second-phase insulin secretion, respectively. After CGM, MAGE and MBG value increased progressively from NGRW, NGW to GDM group (p < 0.05); MODD and SDBG values of GDM group were all higher than those of NGRW and NGW groups (p < 0.05), but there are no differences in MODD and SDBG between NGRW and NGW groups (p > 0.05). After comparison of β cell function, ΔI30/ΔG30 decreased progressively from NGRW, NGW to GDM group (p < 0.05); HOMA-IR and AUCI180 increased progressively from NGRW, NGW to GDM group (p < 0.05). MAGE value was correlated with ΔI30/ΔG30 and HOMA-IR in GDM group (r = -0.78 and 0.65, respectively, p < 0.05). Multiple linear stepwise regression analysis showed that ΔI30/ΔG30 and HOMA-IR were the independent factors of MAGE (β = -0.61, 0.34, respectively, p < 0.05). Glycemic variability in GDM was higher than in normal pregnant women, and glycemic variability evaluated by MAGE correlates well with impaired early-phase insulin secretion in GDM. Further large-scale studies are needed to formulate treatment strategies to make up for the impaired early-phase insulin secretion and flat glycemic variability, and analyze the association between pregnancy outcomes improvement and glycemic variability remission in GDM.
Indexed as
Identifiers
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.