Using Distributed Lag Non-Linear Models to Estimate Exposure Lag-Response Associations between Long-Term Air Pollution Exposure and Incidence of Cardiovascular Disease

Int J Environ Res Public Health. 2022 Feb 24;19(5):2630. doi: 10.3390/ijerph19052630.

Abstract

Long-term air pollution exposure increases the risk for cardiovascular disease, but little is known about the temporal relationships between exposure and health outcomes. This study aims to estimate the exposure-lag response between air pollution exposure and risk for ischemic heart disease (IHD) and stroke incidence by applying distributed lag non-linear models (DLNMs). Annual mean concentrations of particles with aerodynamic diameter less than 2.5 µm (PM2.5) and black carbon (BC) were estimated for participants in five Swedish cohorts using dispersion models. Simultaneous estimates of exposure lags 1-10 years using DLNMs were compared with separate year specific (single lag) estimates and estimates for lag 1-5- and 6-10-years using moving average exposure. The DLNM estimated no exposure lag-response between PM2.5 total, BC, and IHD. However, for PM2.5 from local sources, a 20% risk increase per 1 µg/m3 for 1-year lag was estimated. A risk increase for stroke was suggested in relation to lags 2-4-year PM2.5 and BC, and also lags 8-9-years BC. No associations were shown in single lag models. Increased risk estimates for stroke in relation to lag 1-5- and 6-10-years BC moving averages were observed. Estimates generally supported a greater contribution to increased risk from exposure windows closer in time to incident IHD and incident stroke.

Keywords: air pollution; distributed lag non-linear models; ischemic heart disease; multicohort; particulate matter; stroke.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Air Pollutants* / analysis
  • Air Pollution* / adverse effects
  • Air Pollution* / analysis
  • Cardiovascular Diseases* / chemically induced
  • Cardiovascular Diseases* / epidemiology
  • Environmental Exposure / adverse effects
  • Environmental Exposure / analysis
  • Humans
  • Incidence
  • Myocardial Ischemia* / chemically induced
  • Myocardial Ischemia* / etiology
  • Nonlinear Dynamics
  • Particulate Matter / analysis
  • Soot
  • Stroke* / chemically induced

Substances

  • Air Pollutants
  • Particulate Matter
  • Soot