Azrieli Faculty of Medicine, Bar-Ilan University, Safed, Israel; The Health & Environment Research (HER) Lab, Azrieli Faculty of Medicine, Bar Ilan University, Safed, Israel.
Institute of Biochemistry, School of Nutritional Sciences Food Science and Nutrition, The School of Nutritional Sciences, The Robert H. Smith Faculty of Agriculture, Food and Environment, The Hebrew University of Jerusalem, Rehovot, Israel; Helen Schneider Hospital for Women, Rabin Medical Center and Sackler Faculty of Medicine, Tel-Aviv University, Israel.
Int J Hyg Environ Health. 2023 Jun;251:114191. doi: 10.1016/j.ijheh.2023.114191. Epub 2023 Jun 6.
Gestational diabetes mellitus (GDM) is associated with reduced gut microbiota richness that was also reported to differ significantly between those living in rural compared to urban environments. Therefore, our aim was to examine the associations between greenness and maternal blood glucose levels and GDM, with microbiome diversity as a possible mediator in these associations.
Pregnant women were recruited between January 2016 and October 2017. Residential greenness was evaluated as mean Normalized Difference Vegetation Index (NDVI) within 100, 300 and 500 m buffers surrounding each maternal residential address. Maternal glucose levels were measured at 24-28 weeks of gestation and GDM was diagnosed. We estimated the associations between greenness and glucose levels and GDM using generalized linear models, adjusting for socioeconomic status and season at last menstrual period. Using causal mediation analysis, the mediation effects of four different indices of microbiome alpha diversity in first trimester stool and saliva samples were assessed.
Of 269 pregnant women, 27 participants (10.04%) were diagnosed with GDM. Although not statistically significant, adjusted exposure to medium tertile levels of mean NDVI at 300 m buffer had lower odds of GDM (OR = 0.45, 95% CI: 0.16, 1.26, p = 0.13) and decreased change in mean glucose levels (β = -6.28, 95% CI: 14.91, 2.24, p = 0.15) compared to the lowest tertile levels of mean NDVI. Mixed results were observed at 100 and 500 m buffers, and when comparing highest tertile levels to lowest. No mediation effect of first trimester microbiome on the association between residential greenness and GDM was observed, and a small, possibly incidental, mediation effect on glucose levels was observed.
Our study suggests possible associations between residential greenness and glucose intolerance and risk of GDM, though without sufficient evidence. Microbiome in the first trimester, while involved in GDM etiology, is not a mediator in these associations. Future studies in larger populations should further examine these associations.
妊娠糖尿病(GDM)与肠道微生物丰富度降低有关,而生活在农村与城市环境中的人的肠道微生物丰富度也有显著差异。因此,我们的目的是研究绿色环境与孕妇血糖水平和 GDM 之间的关系,并探讨微生物多样性是否在这些关系中起中介作用。
研究对象为 2016 年 1 月至 2017 年 10 月期间招募的孕妇。通过计算每个孕妇居住地址周围 100、300 和 500 米缓冲区的归一化植被指数(NDVI)平均值,来评估居住环境的绿色度。在妊娠 24-28 周时测量孕妇的血糖水平,并诊断 GDM。我们使用广义线性模型来估计绿色环境与血糖水平和 GDM 之间的关系,调整了社会经济地位和上次月经周期的季节。使用因果中介分析,评估了 4 种不同的微生物多样性α多样性指数在孕早期粪便和唾液样本中的中介作用。
在 269 名孕妇中,有 27 名(10.04%)被诊断为 GDM。尽管没有统计学意义,但与最低 tertile 水平的平均 NDVI 相比,处于 300 米缓冲区的中 tertile 水平的平均 NDVI 暴露与 GDM 的发生几率较低(OR=0.45,95%CI:0.16,1.26,p=0.13),平均血糖水平的变化也较小(β=-6.28,95%CI:14.91,2.24,p=0.15)。在 100 和 500 米缓冲区观察到了混合结果,在比较最高 tertile 水平与最低 tertile 水平时也是如此。在居住环境绿色度与 GDM 之间的关联中,孕早期微生物组没有表现出明显的中介作用,而在血糖水平上表现出一种可能是偶然的小中介作用。
我们的研究表明,居住环境绿色度与葡萄糖耐量异常和 GDM 风险之间可能存在关联,但证据不足。孕早期的微生物组虽然参与了 GDM 的发病机制,但不是这些关联的中介。未来在更大人群中的研究应进一步探讨这些关联。