ArticleBMC pregnancy and childbirth2019
Seasonality, temperature and pregnancy oral glucose tolerance test results in Australia.
Article in BMC pregnancy and childbirth, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers, 3 of them syntheses that pooled it.
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Who cites it
14 citing papers in PubMed, 3 syntheses or guidelines pooled it, 20 citations in OpenAlex.
- Environmental health influences in pregnancy and risk of gestational diabetes mellitus: a systematic review.BMC public health · 2022Pooled it
- Systematic review and meta-analysis on the association between seasonal variation and gestational diabetes mellitus.Environmental science and pollution research international · 2021Pooled it
- Climate factors and gestational diabetes mellitus risk - a systematic review.Environmental health : a global access science source · 2020Pooled it
- Beyond Deterministic Fetal Programming: Intrauterine Exposures and the Multifactorial Origins of Adiposity.Obesity reviews : an official journal of the International Association for the Study of Obesity · 2026Review
- Temperature-dependent variation in gestational diabetes diagnosis and its impact on macrosomia and LGA infant.BMC pregnancy and childbirth · 2026Article
- The Impact of the First Trimester and Second Trimester Temperature, Air Pollutants, and Seasonal Variations on the Risk of Gestational Diabetes Mellitus in Twin Pregnancies.Journal of diabetes research · 2025Article
- Associations of fasting plasma glucose and glycosylated hemoglobin levels at less than 24 weeks of gestation with hypertensive disorders of pregnancy: the BOSHI study.Endocrine journal · 2024Article
- Seasonal Pattern in Gestational Diabetes Mellitus in Poland: A Retrospective Cohort Study.Biology · 2023Article
- Seasonal variation in gestational diabetes mellitus among women in Norway: a national population-based study.BMJ open · 2023Article
- Intermediate- and long-term associations between air pollution and ambient temperature and glycated hemoglobin levels in women of child bearing age.Environment international · 2022Article
- Associations of hyperglycemic emergency and severe hypoglycemia incidences with seasonality and ambient temperature among pregnant women with diabetes: a nested case-control study in Taiwan.Environmental health and preventive medicine · 2022Article
- Temporal variations in maternal treatment requirements and early neonatal outcomes in patients with gestational diabetes.Diabetic medicine : a journal of the British Diabetic Association · 2021Article
- Underestimation of risk for large babies in rural and remote Australia: Time to change plasma glucose collection protocols.Journal of clinical & translational endocrinology · 2021Article
- Real-World Gestational Diabetes Screening: Problems with the Oral Glucose Tolerance Test in Rural and Remote Australia.International journal of environmental research and public health · 2019Article
Corrections and comments
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Authors and funding
5 authors at 5 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundThe oral glucose-tolerance test (OGTT) is currently the standard method for diagnosis of gestational diabetes (GDM). We conducted a post hoc analysis using the Australian Hyperglycemia and Adverse Pregnancy Outcome (HAPO) data to determine seasonal variations in OGTT results, the consequent prevalence of GDM, and association with select perinatal parameters.
methodWomen enrolled in the Australian HAPO study sites (Brisbane and Newcastle) from 2001 to 2006 were included if OGTT results between 24 to 32 weeks gestation were available (n = 2120). Fasting plasma glucose, 1-h plasma glucose, 2-h plasma glucose, HbA1c, HOMA-IR, and umbilical cord C-peptide and glucose values were categorized by season and correlated to monthly temperature records from the Australian Bureau of Meteorology for Brisbane and Newcastle. GDM was defined post hoc using the IADPSG/WHO criteria.
resultsSmall but significant (p < 0.01 on ANOVA) elevations in fasting glucose (+ 0.12 mM), HbA1c (+ 0.09%), and HOMA-IR (+ 0.88 units) were observed during the winter months. Conversely, higher 1-h (+ 0.19 mM) and 2-h (+ 0.33 mM) post-load glucose values (both p < 0.01) were observed during the summer months. The correlations between fasting glucose, 1-h glucose, 2-h glucose, and HbA1c with average monthly temperatures confirmed this trend, with positive Pearson's correlations between 1-h and 2-h glucose with increasing average monthly temperatures, and negative correlations with fasting glucose and HbA1c. Further, umbilical cord C-peptide and glucose displayed negative Pearson's correlation with average monthly temperature, aligned with trends seen in the fasting plasma glucose. Overall prevalence of GDM did not display significant seasonal variations due to the opposing trends seen in the fasting versus 1-h and 2-h post-load values.
conclusionA significant winter increase was observed for fasting plasma glucose, HbA1c, and HOMA-IR, which contrasted with changes in 1-h and 2-h post-load venous plasma glucose values. Interestingly, umbilical cord C-peptide and glucose displayed similar trends to that of the fasting plasma glucose. While overall prevalence of GDM did not vary significantly by seasons, this study illustrates that seasonality is indeed an additional factor when interpreting OGTT results for the diagnosis of GDM and provides new direction for future research into the seasonal adjustment of OGTT results.
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