Is memory in older adulthood influenced by changes in air pollution over the previous decade?: Examining concurrent trajectories in ambient PM2.5 and NO2 using sequence analysis.
The temporal pattern of air pollution exposure may affect cognitive aging. We characterized 10-year trajectories of particulate matter (PM2.5) and nitrogen dioxide (NO2) exposure at the United States census tract level using sequence and cluster analysis and evaluated their association with memory among 6750 National Health and Aging Trends Study (NHATS) participants aged 65 or older. For each year between 2000 and 2010, we trichotomized PM2.5 and NO2 concentrations in each census tract using the national 2010 25th and 75th percentiles of PM2.5 (7.9 and 10.8 µg/m3) and NO2 (4.8 and 10.8 ppb), creating nine mutually exclusive air pollution categories for each census tract each year (e.g., high PM2.5 and high NO2, high PM2.5 and medium NO2, etc.). We quantified the dissimilarity between each census tract's 10-year PM2.5 and NO2 trajectory and all other trajectories in NHATS using sequence analysis, and combined similar air pollution trajectories using hierarchical clustering. We assigned a 10-year air pollution trajectory cluster to each participant based on their residential census tract location in 2011. Episodic memory score in 2011 was the mean of immediate and delayed word recall scores. We estimated the association of air pollution trajectory with this episodic memory score using linear models adjusted for age, gender, education level, race/ethnicity, neighborhood socioeconomic status, census region, and urbanicity. We clustered 1080 unique air pollution trajectories from 2000 to 2010 into nine distinct groups. In general, participants belonging to clusters with higher pollutant concentrations in 2000 had lower memory scores in 2011, even when pollutant concentrations in the cluster later declined. For example, those exposed to high PM2.5 and high NO2 concentrations in 2000, with decreasing NO2 concentration (and consistently high PM2.5) starting in 2006, had an adjusted mean memory score that was 0.20 units lower (95% confidence interval: -0.35, -0.046) than those in clusters with consistently low concentrations of both pollutants. This application of sequence analysis offers a new approach for characterizing temporal patterns of PM2.5 and NO2 exposure, simultaneously incorporating pollutant type, timing, duration, and concentration.
Environmental epidemiology (Philadelphia, Pa.)
