Association of smoking and dietary polycyclic aromatic hydrocarbon exposure on the prevalence of metabolic syndrome in Korean adults

J Expo Sci Environ Epidemiol. 2023 Sep;33(5):831-839. doi: 10.1038/s41370-023-00541-1. Epub 2023 Apr 5.

Abstract

Background: Polycyclic aromatic hydrocarbons (PAHs) are environmental pollutants that are potentially hazardous to human health. Dietary exposure is recognized as one of the major pathways of exposure to PAHs among humans. While some PAH exposures have been associated with metabolic syndrome (MetS) in the general population, most epidemiological studies are based on urinary metabolites of a few noncarcinogenic PAHs.

Objective: To investigate the association between estimates of dietary exposure to major carcinogenic PAHs and MetS in Korean adults.

Methods: Multi-cycle Korean National Health and Nutrition Examination Survey (KNHANES) database (n = 16,015) and PAH measurement data from the total diet survey were employed to estimate daily PAH intake for each participating adult. After adjusting for potential confounders, multinomial logistic regression analysis was used to calculate the odds ratios (ORs) and 95% confidence intervals (CIs) between PAHs and MetS of the participating adults.

Results: Benzo(a)pyrene exposure was associated with an increased risk of MetS in men (OR = 1.30; 95% Cl: 1.03-1.63; P-trend = 0.03). In women, however, only chrysene and low high-density lipoprotein (HDL-c) were positively associated with an increased risk of MetS (OR = 1.24; 95% CI: 1.03-1.48; P-trend = 0.0172). Among men, smokers were at an increased risk for MetS, regardless of whether they were exposed to low or high total PAHs and benzo(a)pyrene levels.

Significance: Our findings suggested that PAHs are associated with the risk of MetS and MetS components in Korean adults. In particular, it was confirmed that smoking may influence the relationship between PAH exposure and MetS.Further prospective cohort studies are required to confirm the causal relationship between PAHs and MetS.

Impact statement: Epidemiological studies on PAH exposure are often hampered by a lack of reliable exposure estimates, as biomonitoring of urine does not capture exposure to more toxic PAHs. Using multi-cycle KNHANES data and the measurement data from a total diet survey of Korea, we could develop a personalized PAH intake estimate for each participating adult and assessed the association with MetS.

Keywords: Daily dietary intake; KNHANES; Metabolic syndrome; Polycyclic aromatic hydrocarbons; Smoking.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Adult
  • Benzo(a)pyrene / analysis
  • Biomarkers / urine
  • Dietary Exposure / analysis
  • Female
  • Humans
  • Male
  • Metabolic Syndrome* / chemically induced
  • Metabolic Syndrome* / epidemiology
  • Nutrition Surveys
  • Polycyclic Aromatic Hydrocarbons* / adverse effects
  • Polycyclic Aromatic Hydrocarbons* / analysis
  • Prevalence
  • Republic of Korea / epidemiology
  • Smoking* / adverse effects
  • Smoking* / epidemiology

Substances

  • Benzo(a)pyrene
  • Biomarkers
  • Polycyclic Aromatic Hydrocarbons