Nanjing Medical University, Nanjing, China.
Department of Ophthalmology, The People's Hospital of Guangxi Zhuang Autonomous Region & Institute of Ophthalmic Diseases, Guangxi Academy of Medical Sciences & Guangxi Key Laboratory of Eye Health & Guangxi Health Commission Key Laboratory of Ophthalmology and Related Systemic Diseases Artificial Intelligence Screening Technology, Nanning, 530021, China.
Chemosphere. 2023 Dec;345:140477. doi: 10.1016/j.chemosphere.2023.140477. Epub 2023 Oct 17.
Glyphosate (GLY) is a widely used herbicide with potential adverse effects on public health. However, the current epidemiological evidence is limited. This study aimed to investigate the potential associations between exposure to GLY and multiple health outcomes. The data on urine GLY concentration and nine health outcomes, including type 2 diabetes mellitus (T2DM), hypertension, cardiovascular disease (CVD), obesity, chronic kidney disease (CKD), hepatic steatosis, cancers, chronic obstructive pulmonary disease (COPD), and neurodegenerative diseases (NGDs), were extracted from NHANES (2013-2016). The associations between GLY exposure and each health outcome were estimated using reverse-scale Cox regression and logistic regression. Furthermore, mediation analysis was conducted to identify potential mediators in the significant associations. The dose-response relationships between GLY exposure with health outcomes and potential mediators were analyzed using restricted cubic spline (RCS) regression. The findings of the study revealed that individuals with higher urinary concentrations of GLY had a higher likelihood of having T2DM, hypertension, CVD and obesity (p < 0.001, p = 0.005, p < 0.001 and p = 0.005, respectively). In the reverse-scale Cox regression, a notable association was solely discerned between exposure to GLY and the risk of T2DM (adjusted HR = 1.22, 95% CI: 1.10, 1.36). Consistent outcomes were also obtained via logistic regression analysis, wherein the adjusted OR and 95% CI for T2DM were determined to be 1.30 (1.12, 1.52). Moreover, the present investigation identified serum high-density lipoprotein cholesterol (HDL) as a mediator in this association, with a mediating effect of 7.14% (p = 0.040). This mediating effect was further substantiated by RCS regression, wherein significant dose-response associations were observed between GLY exposure and an increased risk of T2DM (p = 0.002) and reduced levels of HDL (p = 0.001). Collectively, these findings imply an association between GLY exposure and an increased risk of T2DM in the general adult population.
草甘膦(GLY)是一种广泛使用的除草剂,对公共健康可能有潜在的不良影响。然而,目前的流行病学证据有限。本研究旨在探讨暴露于 GLY 与多种健康结果之间的潜在关联。从 NHANES(2013-2016)中提取了尿液 GLY 浓度和 9 种健康结果的数据,包括 2 型糖尿病(T2DM)、高血压、心血管疾病(CVD)、肥胖、慢性肾脏病(CKD)、肝脂肪变性、癌症、慢性阻塞性肺疾病(COPD)和神经退行性疾病(NGDs)。使用逆标 Cox 回归和逻辑回归估计 GLY 暴露与每种健康结果之间的关联。此外,进行中介分析以确定显著关联中的潜在中介物。使用限制性立方样条(RCS)回归分析 GLY 暴露与健康结果和潜在中介物之间的剂量-反应关系。研究结果表明,尿液 GLY 浓度较高的个体患 T2DM、高血压、CVD 和肥胖的可能性更高(p<0.001,p=0.005,p<0.001 和 p=0.005,分别)。在逆标 Cox 回归中,仅在 GLY 暴露与 T2DM 风险之间发现了显著关联(调整后的 HR=1.22,95%CI:1.10,1.36)。通过逻辑回归分析也得到了一致的结果,其中 T2DM 的调整后的 OR 和 95%CI 为 1.30(1.12,1.52)。此外,本研究发现血清高密度脂蛋白胆固醇(HDL)是该关联中的一个中介物,其中介效应为 7.14%(p=0.040)。RCS 回归进一步证实了这种中介效应,在 GLY 暴露与 T2DM 风险增加(p=0.002)和 HDL 水平降低(p=0.001)之间观察到显著的剂量-反应关联。总的来说,这些发现表明在一般成年人群中,暴露于 GLY 与 T2DM 风险增加之间存在关联。