Examining the Relationship Between Extreme Temperature, Microclimate Indicators, and Gestational Diabetes Mellitus in Pregnant Women Living in Southern California.

IF 3.3 Q2 ENVIRONMENTAL SCIENCES
Anais Teyton, Yi Sun, John Molitor, Jiu-Chiuan Chen, David Sacks, Chantal Avila, Vicki Chiu, Jeff Slezak, Darios Getahun, Jun Wu, Tarik Benmarhnia
{"title":"Examining the Relationship Between Extreme Temperature, Microclimate Indicators, and Gestational Diabetes Mellitus in Pregnant Women Living in Southern California.","authors":"Anais Teyton,&nbsp;Yi Sun,&nbsp;John Molitor,&nbsp;Jiu-Chiuan Chen,&nbsp;David Sacks,&nbsp;Chantal Avila,&nbsp;Vicki Chiu,&nbsp;Jeff Slezak,&nbsp;Darios Getahun,&nbsp;Jun Wu,&nbsp;Tarik Benmarhnia","doi":"10.1097/EE9.0000000000000252","DOIUrl":null,"url":null,"abstract":"<p><p>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.</p><p><strong>Methods: </strong>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.</p><p><strong>Results: </strong>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.</p><p><strong>Discussion: </strong>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.</p>","PeriodicalId":11713,"journal":{"name":"Environmental Epidemiology","volume":null,"pages":null},"PeriodicalIF":3.3000,"publicationDate":"2023-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10256373/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Environmental Epidemiology","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1097/EE9.0000000000000252","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"ENVIRONMENTAL SCIENCES","Score":null,"Total":0}
引用次数: 0

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.

Abstract Image

Abstract Image

研究极端温度、小气候指标与南加州孕妇妊娠期糖尿病的关系
很少有研究评估极端温度对妊娠期糖尿病(GDM)的影响。我们研究了妊娠前24周妊娠期GDM风险与每周暴露于极高温和极低温之间的关系,并通过小气候指标评估了潜在的影响修正。方法:我们利用Kaiser Permanente南加州电子健康记录中2008-2018年孕妇的数据。对于大多数使用Carpenter-Coustan标准或国际糖尿病和妊娠研究组织标准的妇女,GDM筛查发生在妊娠24 - 28周之间。每日最高、最低和平均温度数据与参与者的居住地址相关联。我们利用分布滞后模型,评估了从第一周到相应一周的滞后,并使用逻辑回归模型来检验12周极端温度暴露与GDM风险之间的暴露滞后反应关系。利用相互作用相对风险(relative risk due to interaction, RERI)估算了小气候指标对极端温度与GDM风险关系的加性修正。结果:妊娠20 ~ 24周极低温和妊娠11 ~ 16周极高温增加GDM风险。小气候指标修正了极端温度对GDM风险的影响。例如,极端高温条件下的rei为正,绿化率较低;极端低温条件下的rei为负,不透水面百分比增加。讨论:观察到怀孕期间对极端温度的敏感性窗口。确定了可修改的小气候指标,这些指标可能会减弱这些窗口期间的温度暴露,从而减少GDM的健康负担。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
Environmental Epidemiology
Environmental Epidemiology Medicine-Public Health, Environmental and Occupational Health
CiteScore
5.70
自引率
2.80%
发文量
71
审稿时长
25 weeks
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信