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从青春期到青年期持久性有机污染物水平的变化。

Changes in persistent organic pollutant levels from adolescence to young adulthood.

作者信息

Gallo Mia V, Deane Glenn D, DeCaprio Anthony P, Schell Lawrence M

机构信息

University at Albany, Department of Anthropology, A&S 237, 1400 Washington Avenue, Albany, NY, USA; Center for the Elimination of Minority Health Disparities, University at Albany-SUNY, 1400 Washington Avenue, Albany, NY, USA.

University at Albany, Department of Sociology, A&S 339, 1400 Washington Avenue, Albany, NY, USA.

出版信息

Environ Res. 2015 Jul;140:214-24. doi: 10.1016/j.envres.2015.03.009. Epub 2015 Apr 10.

Abstract

Elimination rates and their corresponding half-lives are conceptually important and intuitively accessible pharmacokinetic measures of toxicant elimination, but regression-based estimates are biased proportional to the degree of continuing (background) exposure. We propose an alternative estimator, the censored normal regression model, which uses all observations, but treats individuals whose initial level failed to exceed their follow-up level as censored observations to weight the regression estimates from those that declined between blood draws. In this manner, we derive the intrinsic elimination rate, the elimination rate free from ongoing exposure, as a parameter in a regression with an unobserved, latent dependent variable. We utilize sequential measurements of persistent organic pollutants (POPs) levels from adolescence to adulthood, a period of intense change in size and body composition, to quantify individual-level change within a community exposed to significant quantities of contaminants over an extended period of time. Although much research has been conducted on effects of POPs, far less attention has been given to vectors of intake and changes in toxicant levels during the life course. We apply exploratory factor analysis (EFA) to types and timing of consumption, along with physical behavioral characteristics, to identify a structure of seven underlying factors. Although several variables show factorial complexity, the latent constructs included an age/maturation and period-related factor, a nutritional composite, consumption prior to pregnancy, fish and fowl consumed during pregnancy, factors distinguishing body mass and weight from height, and bottom-feeding fish consumption. Unadjusted and adjusted half-lives using the censored normal regression estimator, as well as estimated half-lives from conventional log concentration regressions, are reported for PCB groupings, specific congeners, p,p'-DDE, and HCB.

摘要

消除率及其相应的半衰期在概念上很重要,是直观易懂的毒物消除药代动力学指标,但基于回归的估计值存在偏差,偏差程度与持续(背景)暴露程度成正比。我们提出了一种替代估计方法,即删失正态回归模型,该模型使用所有观测值,但将初始水平未超过随访水平的个体视为删失观测值,以权衡两次采血之间水平下降个体的回归估计值。通过这种方式,我们推导出内在消除率,即不受持续暴露影响的消除率,将其作为一个具有未观测到的潜在因变量的回归模型中的参数。我们利用从青春期到成年期对持久性有机污染物(POPs)水平的连续测量,这是一个身体大小和组成发生剧烈变化的时期,来量化在较长时间内暴露于大量污染物的社区内个体水平的变化。尽管已经对POPs的影响进行了大量研究,但对摄入途径和生命过程中毒物水平变化的关注却少得多。我们对消费类型和时间以及身体行为特征应用探索性因子分析(EFA),以识别七个潜在因子的结构。尽管几个变量显示出因子复杂性,但潜在结构包括一个年龄/成熟度和时期相关因子、一个营养综合因子、孕前消费、孕期食用的鱼类和禽类、区分体重与身高的因子以及底栖鱼类消费。报告了使用删失正态回归估计器的未调整和调整半衰期,以及来自传统对数浓度回归的估计半衰期,涉及多氯联苯分组、特定同系物、p,p'-滴滴伊和六氯苯。

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