Related Experiment Video
Updated: Feb 8, 2026

Bioindication Testing of Stream Environment Suitability for Young Freshwater Pearl Mussels Using In Situ Exposure Methods
Published on: September 5, 2018
Toward Capturing the Exposome: Exposure Biomarker Variability and Coexposure Patterns in the Shared Environment
Ming Kei Chung1, Kurunthachalam Kannan2, Germaine M Louis3
1Department of Biomedical Informatics, Harvard Medical School , Harvard University , 10 Shattuck Street , Boston , Massachusetts 02115 , United States.
Individual environments significantly impact exposome variation more than shared households. This study analyzed 128 endocrine disrupting chemicals (EDCs) in couples, finding personal factors drive exposure patterns more than shared living spaces.
Area of Science:
- Environmental Health
- Toxicology
- Human Cohort Studies
Background:
- The exposome, encompassing environmental exposures, significantly influences human health.
- Understanding factors contributing to exposome variation is crucial for public health research.
- Shared household environments and partner's sex are potential influences on chemical exposures.
Purpose of the Study:
- To investigate the influence of shared household and partner's sex on the variation of 128 endocrine disrupting chemical (EDC) exposures among couples.
- To quantify the variance in EDC exposures attributable to shared household environments.
- To analyze sex-specific differences and coexposure patterns within couples.
Main Methods:
- A cohort of 501 couples trying for pregnancy was studied.
- 128 persistent and nonpersistent EDCs were measured.
- Statistical analyses included sex-specific differences, variance explained by shared household, and Spearman's rank correlation coefficients (rs).
Main Results:
- Sex influenced 8 EDCs, including per- and polyfluoroalkyl substances (PFASs).
- Shared households explained substantial variance for PFASs (43%) and blood metals (41%), but less than 20% for other EDC classes.
- Coexposure patterns were similar between sexes, with higher correlations for persistent than nonpersistent chemicals.
Conclusions:
- Individual environmental factors appear to be a major driver of exposome covariation, rather than shared household environments.
- Findings have significant analytical and sampling implications for exposomics research.
- Further research is needed to elucidate the complex interplay of factors shaping individual exposomes.
More Related Videos
08:29Biomarkers in an Animal Model for Revealing Neural, Hematologic, and Behavioral Correlates of PTSD
Published on: October 10, 2012
09:33Visualizing Field Data Collection Procedures of Exposure and Biomarker Assessments for the Household Air Pollution Intervention Network Trial in India
Published on: December 23, 2022
Related Concept Videos
Variability: Analysis
The range is a simple measure of variability, indicating the difference between the highest and...
Random Variables
Uppercase letters such as X or Y denote a random variable. Lowercase letters like x or y denote the value of a random variable. If X is a random variable, then X is written in words, and x is given as a number.
For example, let X = the...
Graphs of Equations in Two Variables
Variables Affecting Phosphorescence and Fluorescence
Fixed Action Patterns
Work and Energy for Variable Forces