Department of Medical Sciences, Cardiovascular Epidemiology, Uppsala University, Uppsala, Sweden.
Department of Medical Sciences, Molecular Epidemiology and Science for Life Laboratory, Uppsala University, Uppsala, Sweden.
Environ Int. 2017 Oct;107:8-15. doi: 10.1016/j.envint.2017.06.005. Epub 2017 Jun 22.
Several cross-sectional studies have linked different environmental contaminants to the metabolic syndrome (MetS). However, mixture effects have not been investigated and no prospective studies exist regarding environmental contaminants and the MetS.
To study mixture effects of contaminants on the risk of incident MetS in a prospective fashion.
Our sample consisted of 452 subjects from the Prospective Study of the Vasculature in Uppsala Seniors (PIVUS) study (50% women, all aged 70years) free from the MetS at baseline, being followed for 10years. At baseline, 30 different environmental contaminants were measured; 6 polychlorinated biphenyls (PCBs), 3 organochlorine (OC) pesticides, one dioxin, one polybrominated diphenyl ether (all in plasma), 8 perfluoroalkyl substances (in plasma) and 11 metals (in whole blood). The MetS was defined by the ATPIII/NCEP criteria. Gradient boosted Classification and Regression Trees (CARTs) was used to evaluate potential synergistic and additive mixture effects on incident MetS.
During 10-year follow-up, 92 incident cases of the MetS occurred. PCB126, PCB170, hexachlorobenzene (HCB) and PCB118 levels were all associated with incident MetS in an additive fashion (OR 1.73 for a change from 10th to 90th percentile (95%CI 1.24-3.04) for PCB126, OR 0.63 (0.42-0.78) for PCB170, OR 1.44 (1.09-2.20) for HCB and OR 1.46 (1.13-2.43) for PCB118). No synergistic effects were found.
A mixture of environmental contaminants, with PCB126, PCB170, HCB and PCB118 being the most important, showed associations with future development of the MetS in an additive fashion in this prospective study. Thus, mixture effects of environmental contaminants could contribute to the development of cardio-metabolic derangements.
几项横断面研究将不同的环境污染物与代谢综合征(MetS)联系起来。然而,混合物效应尚未得到研究,也没有关于环境污染物和 MetS 的前瞻性研究。
以前瞻性方式研究污染物混合物对代谢综合征发病风险的影响。
我们的样本由 Prospective Study of the Vasculature in Uppsala Seniors (PIVUS) 研究中的 452 名受试者组成(50%为女性,均为 70 岁),基线时无代谢综合征,随访 10 年。基线时测量了 30 种不同的环境污染物;6 种多氯联苯(PCBs)、3 种有机氯(OC)农药、一种二恶英、一种多溴联苯醚(均在血浆中)、8 种全氟烷基物质(在血浆中)和 11 种金属(在全血中)。代谢综合征采用 ATPIII/NCEP 标准定义。梯度提升分类和回归树(CART)用于评估潜在的协同和相加混合物对代谢综合征发病的影响。
在 10 年的随访期间,发生了 92 例代谢综合征事件。PCBs126、PCBs170、六氯苯(HCB)和 PCB118 的水平均以相加方式与代谢综合征发病相关(与第 10 百分位到第 90 百分位相比,PCBs126 改变的比值比(OR)为 1.73(95%CI 1.24-3.04),PCBs170 的 OR 为 0.63(0.42-0.78),HCB 的 OR 为 1.44(1.09-2.20),PCB118 的 OR 为 1.46(1.13-2.43))。未发现协同作用。
在这项前瞻性研究中,环境污染物的混合物,其中 PCB126、PCB170、HCB 和 PCB118 最为重要,以相加方式与未来代谢综合征的发展相关。因此,环境污染物的混合物效应可能导致心血管代谢紊乱的发生。