Department of Public Health and Preventive Medicine, School of Medicine, Jinan University, No. 601 Huangpu Ave West, Guangzhou 510632, Guangdong, China.
Department of Public Health and Preventive Medicine, School of Medicine, Jinan University, No. 601 Huangpu Ave West, Guangzhou 510632, Guangdong, China; Guangdong Key Laboratory of Environmental Exposure and Health, Jinan University, Guangzhou 510632, Guangdong, China.
Sci Total Environ. 2022 Jul 1;828:154362. doi: 10.1016/j.scitotenv.2022.154362. Epub 2022 Mar 6.
Studies on the relationship between phthalate exposure and cognition in adults are sparse and inconsistent. These studies only assessed their association of single phthalates for one-time and the tools for assessing cognitive function were different.
We aimed to examine the association between mixed phthalates and cognition in the U.S elderly using three statistical models.
The generalized linear (GLM), weighted quantile sum (WQS), and Bayesian kernel machine regression (BKMR) models were used to evaluate the associations between mixed phthalates and the standardized z-scores of four cognitive tests [Immediate Recall test (IRT), Delayed Recall test (DRT), Animal Fluency test (AFT), and Digit Symbol Substitution test (DSST)] in participants aged over 60 years from NHANES 2011-2014.
835 individuals were included and the median raw scores of IRT, DRT, AFT, and DSST were 19 (IQR: 16-23), 6 (IQR: 5-8), 16 (IQR: 13-20), 46 (IQR: 35-59). In adjusted GLM, negative associations were observed between MECPP, MnBP, MCOP, MCPP, and the IRT z-scores; MCPP, MBzP, and the DRT z-scores. Positive relationships were found between MCOP, MCPP, and the AFT z-scores; MCPP and the DSST z-scores. The WQS index was associated with the IRT z-scores (β(95%CI): -0.069(-0.118, -0.020)), where MCPP weighted the highest. In the BKMR, negative overall trends between the mixture and the IRT, DRT z-scores were observed when the mixture was at 40th to 65th percentile, 65th percentile or above it, respectively, where MnBP and MBzP drove the main effect of the mixture.
This study is an academic exploration of the association between phthalates exposure and cognitive function, suggesting that exposure to phthalates might be associated with bad performance in IRT and DRT in the U.S. elderly.
关于邻苯二甲酸酯暴露与成年人认知之间关系的研究较少且结果不一致。这些研究仅评估了单次接触单一邻苯二甲酸酯的关联,且用于评估认知功能的工具也不同。
我们旨在使用三种统计模型研究美国老年人混合邻苯二甲酸酯与认知之间的关系。
使用广义线性(GLM)、加权分位数总和(WQS)和贝叶斯核机器回归(BKMR)模型评估 2011-2014 年 NHANES 中年龄超过 60 岁的参与者混合邻苯二甲酸酯与四项认知测试[即时回忆测试(IRT)、延迟回忆测试(DRT)、动物流畅性测试(AFT)和数字符号替代测试(DSST)]的标准化 z 分数之间的关联。
共纳入 835 名参与者,IRT、DRT、AFT 和 DSST 的原始中位数分数分别为 19(IQR:16-23)、6(IQR:5-8)、16(IQR:13-20)、46(IQR:35-59)。在调整后的 GLM 中,MECPP、MnBP、MCOP、MCPP 与 IRT z 分数呈负相关;MCPP、MBzP 与 DRT z 分数呈负相关。MCOP、MCPP 与 AFT z 分数呈正相关;MCPP 与 DSST z 分数呈正相关。WQS 指数与 IRT z 分数相关(β(95%CI):-0.069(-0.118,-0.020)),其中 MCPP 的权重最高。在 BKMR 中,当混合物处于第 40 到 65 百分位和第 65 百分位或以上时,混合物与 IRT 和 DRT z 分数之间观察到负的总体趋势,其中 MnBP 和 MBzP 驱动了混合物的主要效应。
本研究是对邻苯二甲酸酯暴露与认知功能之间关系的学术探索,表明美国老年人接触邻苯二甲酸酯可能与 IRT 和 DRT 表现不佳有关。