Serum Polychlorinated Biphenyl Burden and Prevalent Cardiovascular Disease in U.S. Adults: A Cross-Sectional Analysis Using Evidence from NHANES 1999–2002

Background: Polychlorinated biphenyls (PCBs) persist in the environment and have been associated with cardiovascular disease (CVD). We examined whether routine cardiometabolic biomarkers statistically accounted for this association. Methods: This cross-sectional analysis used NHANES 1999–2002 data for 2815 adults aged 20 years or older. Lipid-adjusted total PCB burden was the sum of 21 congeners. Survey-weighted logistic regression estimated odds ratios for prevalent CVD, restricted cubic splines examined the exposure–response shape, and mediator-specific structural equation models evaluated indirect and residual pathways through CRP, HbA1c, waist circumference, central obesity, the total cholesterol/HDL ratio, and a binary high-ratio measure. Results: Weighted mean total PCB burden was 234.6 ng/g lipid, and weighted CVD prevalence was 8.9%. A 1-unit increase in the natural log of total PCB burden was associated with higher odds of prevalent CVD after full adjustment (aOR = 1.36, 95% CI: 1.01–1.84). Coronary heart disease and angina showed the clearest subtype associations. The spline analysis did not detect nonlinearity. Indirect estimates through CRP, waist circumference, and the TC/HDL ratio were negative, which is consistent with statistical suppression; estimates through the other biomarkers were small and imprecise. Conclusions: Higher serum PCB burden was associated with prevalent CVD after adjustment for major demographic and cardiometabolic factors. In cross-sectional pathway models, routine biomarkers did not account for most of this association. Longitudinal studies are needed before these statistical pathways can be interpreted as causal mechanisms.

Authors

Institutions

Publication Details

Journal
International Journal of Environmental Research and Public Health
Published
2026-09-22
DOI
https://doi.org/10.3390/ijerph23101241
Primary Topic
Toxic Organic Pollutants Impact
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
article

Serum Polychlorinated Biphenyl Burden and Prevalent Cardiovascular Disease in U.S. Adults: A Cross-Sectional Analysis Using Evidence from NHANES 1999–2002

Ese Freeman OGHAGHARE, David O. Carpenter
International Journal of Environmental Research and Public Health
Toxic Organic Pollutants Impact
article

Serum Polychlorinated Biphenyl Burden and Prevalent Cardiovascular Disease in U.S. Adults: A Cross-Sectional Analysis Using Evidence from NHANES 1999–2002

Ese Freeman OGHAGHARE, David O. Carpenter
article en

Abstract

Background: Polychlorinated biphenyls (PCBs) persist in the environment and have been associated with cardiovascular disease (CVD). We examined whether routine cardiometabolic biomarkers statistically accounted for this association. Methods: This cross-sectional analysis used NHANES 1999–2002 data for 2815 adults aged 20 years or older. Lipid-adjusted total PCB burden was the sum of 21 congeners. Survey-weighted logistic regression estimated odds ratios for prevalent CVD, restricted cubic splines examined the exposure–response shape, and mediator-specific structural equation models evaluated indirect and residual pathways through CRP, HbA1c, waist circumference, central obesity, the total cholesterol/HDL ratio, and a binary high-ratio measure. Results: Weighted mean total PCB burden was 234.6 ng/g lipid, and weighted CVD prevalence was 8.9%. A 1-unit increase in the natural log of total PCB burden was associated with higher odds of prevalent CVD after full adjustment (aOR = 1.36, 95% CI: 1.01–1.84). Coronary heart disease and angina showed the clearest subtype associations. The spline analysis did not detect nonlinearity. Indirect estimates through CRP, waist circumference, and the TC/HDL ratio were negative, which is consistent with statistical suppression; estimates through the other biomarkers were small and imprecise. Conclusions: Higher serum PCB burden was associated with prevalent CVD after adjustment for major demographic and cardiometabolic factors. In cross-sectional pathway models, routine biomarkers did not account for most of this association. Longitudinal studies are needed before these statistical pathways can be interpreted as causal mechanisms.

International Journal of Environmental Research and Public HealthVol. 23(10)
Albany College of Pharmacy and Health Sciences (US), University at Albany, State University of New York (US)
Good health and well-being
Openalex Percentile: Top 12%
Toxic Organic Pollutants Impact
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Serum Polychlorinated Biphenyl Burden and Prevalent Cardiovascular Disease in U.S. Adults: A Cross-Sectional Analysis Using Evidence from NHANES 1999–2002 — Ese Freeman OGHAGHARE, David O. Carpenter · International Journal of Environmental Research and Public Health (2026) | TGRS Research Map | TGRS