ArticleEnvironmental epidemiology (Philadelphia, Pa.)2023
Examining the Relationship Between Extreme Temperature, Microclimate Indicators, and Gestational Diabetes Mellitus in Pregnant Women Living in Southern California.
Article in Environmental epidemiology (Philadelphia, Pa.), 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers, 1 of them a synthesis that pooled it.
What it found
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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.
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Who cites it
13 citing papers in PubMed, 1 synthesis or guideline pooled it, 16 citations in OpenAlex.
- A systematic review and meta-analysis of heat exposure impacts on maternal, fetal and neonatal health.Nature medicine · 2025Pooled it
- Global Warming and Type 2 Diabetes: Sex and Gender as Drivers in a Multidimensional Feedback Loop.Global challenges (Hoboken, NJ) · 2026Article
- Universal Thermal Climate Index and Gestational Diabetes Mellitus Risk: Effect Modification by Green Space in a Chinese Prospective Cohort.BMC public health · 2026Article
- Article
- Prenatal heat stress and predicted postpartum cardiovascular disease risk: a longitudinal cohort study.Scientific reports · 2026Article
- How does high-density built-environment affect the incidence of gestational diabetes mellitus.iScience · 2026Article
- Effects of heat exposure on self-reported heat strain symptoms among pregnant and postpartum women in South Africa.npj digital public health · 2026Article
- Assessment of Environmental Risk Factors for Gestational Diabetes Mellitus: A Ten-Year Systematic Review and Meta-Analysis.Journal of clinical medicine · 2025Review
- Article
- Association of Postpartum Temperature Exposure with Postpartum Depression: A Retrospective Cohort Study in Southern California.Environmental health perspectives · 2024Article
- Examining the health impacts of climate change through electronic health records: A rapid review.The journal of climate change and healthArticle
- Colliding crises: The global diabetes pandemic meets climate change-A scoping review.The journal of climate change and healthReview
- Climate Change and Diabetes Mellitus - Emerging Global Public Health Crisis: Observational Analysis.Pakistan journal of medical sciencesArticle
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
11 authors at 6 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Few studies have assessed extreme temperatures' impact on gestational diabetes mellitus (GDM). We examined the relation between GDM risk with weekly exposure to extreme high and low temperatures during the first 24 weeks of gestation and assessed potential effect modification by microclimate indicators. Methods: We utilized 2008-2018 data for pregnant women from Kaiser Permanente Southern California electronic health records. GDM screening occurred between 24 and 28 gestational weeks for most women using the Carpenter-Coustan criteria or the International Association of Diabetes and Pregnancy Study Groups criteria. Daily maximum, minimum, and mean temperature data were linked to participants' residential address. We utilized distributed lag models, which assessed the lag from the first to the corresponding week, with logistic regression models to examine the exposure-lag-response associations between the 12 weekly extreme temperature exposures and GDM risk. We used the relative risk due to interaction (RERI) to estimate the additive modification of microclimate indicators on the relation between extreme temperature and GDM risk. Results: GDM risks increased with extreme low temperature during gestational weeks 20--24 and with extreme high temperature at weeks 11-16. Microclimate indicators modified the influence of extreme temperatures on GDM risk. For example, there were positive RERIs for high-temperature extremes and less greenness, and a negative RERI for low-temperature extremes and increased impervious surface percentage. Discussion: Susceptibility windows to extreme temperatures during pregnancy were observed. Modifiable microclimate indicators were identified that may attenuate temperature exposures during these windows, which could in turn reduce the health burden from GDM.
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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.