Skip to main content
U.S. flag

An official website of the United States government

Here’s how you know

Dot gov

Official websites use .gov
A .gov website belongs to an official government organization in the United States.

HTTPS

Secure .gov websites use HTTPS
A lock ( Lock A locked padlock ) or https:// means you’ve safely connected to the .gov website. Share sensitive information only on official, secure websites.

  • Environmental Topics
  • Laws & Regulations
  • Report a Violation
  • About EPA
Risk Assessment
Contact Us

Effect measure modification of the association between air pollution and birth defects by neighborhood deprivation, North Carolina 2011-2015

On this page:

  • Overview
About 3% of babies born in North Carolina (NC) are diagnosed with a birth defect. The objective of this study was to evaluate whether associations between gestational exposure to fine particulate matter (PM2.5) during the first trimester and birth defects were modified by neighborhood deprivation in a NC birth cohort from 2011-2015. Modeled daily PM2.5 concentrations from EPA’s Community Multiscale Air Quality (CMAQ) model were aggregated to census tract, and linked to residential address at delivery, and then averaged across the first trimester to estimate exposure. The Neighborhood Deprivation Index (NDI) was created using principal component analysis with census variables representing income/poverty, education, employment, housing, and occupation; with NDI dichotomized into high and low deprivation at the median. Linear binomial regression models were used to estimate prevalence differences (PDs)  of PM2.5 per 10,000 births stratified by high or low NDI categories, adjusted for education and gestational parent race/ethnicity. Of the 566,799 births, 3.12% had at least one birth defect, 479 had pulmonary valve atresia/stenosis, 245 had tetralogy of Fallot (TOF), 299 had atrioventricular septal defects, 80 had lower limb reduction defects and 213 had gastroschisis. The daily median PM2.5 concentration during trimester 1 was 9.45 µg/m3 among those in low NDI neighborhoods and 9.36 µg/m3 among those in high NDI neighborhoods. The adjusted PDs for PM2.5 and birth defects were not significant for the birth defects examined in this population and the estimates were similar between high and low NDI groups except for TOF which had a negative PD estimate for those in low NDI neighborhoods and a positive PD for those on high NDI neighborhoods. While power is limited, the potential separation of effects may suggest increased birth defects in high deprivation areas, which warrants further study with larger case numbers.    

Impact/Purpose

The objective of this study was to evaluate whether associations between gestational exposure to fine particulate matter (PM2.5) during the first trimester and birth defects were modified by neighborhood deprivation in a NC birth cohort from 2011-2015.

Citation

Rappazzo, K., K. Cowan, M. Jimenez, L. Messer, A. Krajewski, AND T. Luben. Effect measure modification of the association between air pollution and birth defects by neighborhood deprivation, North Carolina 2011-2015. Society for Epidemiologic Research Annual Meeting, Portland, OR, June 13 - 16, 2023.
  • Risk Assessment Home
  • About Risk Assessment
  • Risk Recent Additions
  • Human Health Risk Assessment
  • Ecological Risk Assessment
  • Risk Advanced Search
    • Risk Publications
  • Risk Assessment Guidance
  • Risk Tools and Databases
  • Superfund Risk Assessment
  • Where you live
Contact Us to ask a question, provide feedback, or report a problem.
Last updated on January 02, 2024
United States Environmental Protection Agency

Discover.

  • Accessibility Statement
  • Budget & Performance
  • Contracting
  • EPA www Web Snapshots
  • Grants
  • No FEAR Act Data
  • Privacy
  • Privacy and Security Notice

Connect.

  • Data
  • Inspector General
  • Jobs
  • Newsroom
  • Open Government
  • Regulations.gov
  • Subscribe
  • USA.gov
  • White House

Ask.

  • Contact EPA
  • EPA Disclaimers
  • Hotlines
  • FOIA Requests
  • Frequent Questions

Follow.