Tobacco Smoke Exposure Biomarker Profiles and Healthcare Utilization Patterns Among U.S. Children

Ashley L Merianos1, Georg E Matt2, Roman A Jandarov3

  • 1School of Human Services, University of Cincinnati, Cincinnati, OH 45221, USA.

Toxics
|November 27, 2025
PubMed

Insights

Specific tobacco smoke exposure biomarkers are linked to increased healthcare visits and hospitalizations in U.S. children. Findings highlight the need for comprehensive exposure assessment and child tobacco smoke exposure reduction policies.

Area of Science:

  • Environmental Health
  • Pediatric Health
  • Toxicology

Background:

  • Tobacco smoke exposure (TSE) is a significant environmental health concern for children.
  • Understanding the relationship between specific TSE biomarkers and healthcare utilization is crucial for targeted interventions.

Purpose of the Study:

  • To investigate associations between distinct tobacco smoke exposure biomarkers and healthcare utilization in U.S. children aged 3-11.
  • To differentiate these associations in children with and without asthma.

Main Methods:

  • Analysis of secondary data from the 2013-2016 National Health and Nutrition Examination Survey (N = 2838).
  • Utilized Poisson regression to assess relationships between serum cotinine, urinary total nicotine equivalents (TNE2), NNAL, NNAL/TNE2 ratio, and 2CyEMA/TNE2 ratio with healthcare visits and hospitalizations.
  • Adjusted for sociodemographic and home TSE covariates.

Main Results:

  • Higher urinary TNE2 levels correlated with increased healthcare visits in children without asthma.
  • Elevated urinary 2CyEMA/TNE2 ratio was associated with more healthcare visits in children with asthma.
  • Higher serum cotinine and 2CyEMA/TNE2 ratio linked to increased hospitalizations in children without asthma.
  • Higher NNAL/TNE2 ratio associated with increased hospitalizations in children with asthma.

Conclusions:

  • Specific TSE biomarkers are associated with differential healthcare utilization patterns in children, both with and without asthma.
  • Comprehensive assessment of TSE biomarkers is recommended for a better understanding of health impacts.
  • Urgent implementation of child tobacco smoke exposure reduction policies is warranted.

Related Concept Videos

Statistical Methods for Analyzing Epidemiological Data01:25

Statistical Methods for Analyzing Epidemiological Data

Epidemiological data primarily involves information on specific populations' occurrence, distribution, and determinants of health and diseases. This data is crucial for understanding disease patterns and impacts, aiding public health decision-making and disease prevention strategies. The analysis of epidemiological data employs various statistical methods to interpret health-related data effectively. Here are some commonly used methods:
885
Observational Studies01:11

Observational Studies

Observational studies are a type of analytical study where researchers observe events without any interventions. In other words, the researcher does not influence the response variable or the experiment's outcome.
There are three types of observational studies – Prospective, retrospective, and cross-sectional.
Prospective Study
Prospective studies, also known as longitudinal or cohort studies, are carried out by collecting future data from groups sharing similar characteristics. One...
10.7K
Stimulants01:29

Stimulants

Stimulants are substances that enhance neural activity and elevate dopamine levels in the brain, leading to their highly addictive nature. These drugs include cocaine, amphetamines, MDMA, caffeine, and nicotine, each with distinct mechanisms of action and varied health implications.
Cocaine can be administered via snorting, injection, or smoking. It primarily functions by blocking the reuptake of dopamine, resulting in a euphoric high characterized by an intense sensation of happiness and...
812
Chronic Obstructive Pulmonary Disease-IV: Assessement and Diagnostic Studies01:27

Chronic Obstructive Pulmonary Disease-IV: Assessement and Diagnostic Studies

Assessing and diagnosing Chronic Obstructive Pulmonary Disease (COPD) involves a detailed approach that includes a comprehensive review of medical history, physical examination, and a variety of diagnostic tests. This thorough evaluation is essential to ensure an accurate diagnosis and guide effective management strategies.
Medical History
3.1K
Stress Prevention and Stress Management Techniques IV01:26

Stress Prevention and Stress Management Techniques IV

Stress often leads to unhealthy habits like smoking, excessive drinking, and overeating, which offer short-term relief but ultimately increase long-term health risks. These behaviors create a cycle that temporarily lowers stress levels but can result in severe long-term health consequences. Breaking these habits is essential to reduce the risk of chronic diseases and improve overall well-being. Three primary changes that support better health include quitting smoking, reducing alcohol intake,...
217