Air Pollution Research
Spatial Health Lab
We are conducting a series of research studies that assess air pollution exposures and examine their associations with both acute and chronic health impacts.
These studies are being carried out across the United States and in various locations around the world.
Specific research projects
PURE AIR: A global assessment of air pollution and cardiovascular disease
Funding: NIH Director’s Early Independence Awards. DP5ODO19850 (PI: Hystad)
Air pollution is linked to increased risks of mortality and cardiovascular and respiratory diseases; however, most studies of long-term air pollution exposure have been conducted in high-income countries with relatively low air pollution concentrations. In this project, we conducted the first global health study of air pollution using the large multi-national PURE cohort study, including individuals living in low and middle income countries with high air pollution levels.
We conducted an exposure assessment that integrated survey data, GIS and satellite models, and new air pollution monitoring. We collected air pollution measurements in 4,500 households and for 1,200 individuals living in 120 communities in eight countries to characterize air pollution exposure levels and drivers. Using clean fuels for cooking and heating substantially lowers kitchen PM2.5 concentrations. Importantly, average kitchen and personal PM2.5 measurements for all primary fuel types exceeded WHO's Interim Target-1 (35 μg/m3 annual average), highlighting the need for comprehensive air pollution mitigation strategies. The PURE-AIR monitoring database is orders of magnitude larger than previous monitoring studies and provides important new information on air pollution exposures and drivers in developing countries.
We observed associations between cooking with solid fuels, compared to clean fuels, and mortality as well as cardiovascular and respiratory disease. Overall, 6.6% of deaths and 6.9% of new cardiovascular cases could be attributed to household air pollution. 4.) We observed associations between outdoor fine particulate matter (PM2.5) air pollution and cardiovascular disease. We estimated that 13.9% of new cardiovascular cases could be attributed to ambient PM2.5 air pollution. Our study findings suggest that PM2.5 air pollution is an important global risk factor for cardiovascular disease.
We have ongoing research in the PURE study that is examining different air pollution exposures, and change in exposures over time, and diverse clinical measures (e.g. blood pressure, lung function) biomarkers, and health outcomes.
More information on the PURE-AIR research project can be found here: PURE-AIR
Smoke Preparedness Planning and Interventions for Oregon’s Children
Funding: Environmental Protection Agency (EPA) (PIs: Kile and Hystad)
We are developing a set of interventions that includes tailored toolkits and resources that can be used by schools, preschools, and daycares to reduce wildfire smoke exposures and increase community resilience across Oregon. Testing and evaluation of our toolkit is occurring in partnership with SmokeWise Ashland.
TRANSIT Accountability Study: Impact of Vehicle Emission Regulations on Traffic-Related Air Pollution Exposures and Infant Health
Funding: Health Effects institute (HEI), RFA 18-1 (PI: Hystad)
Introduction In the United States, billions of dollars have been spent implementing interventions to reduce traffic-related air pollution (TRAP). These interventions are usually regulatory actions focused on reducing tailpipe emissions. However, they also include local programs to reduce traffic congestion and excess vehicle emissions, such as electronic tolls and roadway capacity improvements. Few health studies have empirically evaluated the direct impact of air pollution exposure reductions from these emission regulations and congestion reduction programs; no studies have examined infant health, an important population health outcome linked to air pollution exposures.
We applied a research triangulation approach that leverage natural experiments and novel exposure science methods to determining how reductions in tailpipe air pollution emissions have affected adverse birth outcomes.
Estimating Long-Term NO2 Exposures and Associated Asthma Incidence Burdens for the GBD 2022 Study and Beyond
Funding: Health Effects institute (HEI) (PI: Anenberg)
We developed a new global NO2 model to estimate global surface NO2 concentrations for use in the Global Burden of Disease study to estimate attributable pediatric asthma incidence. The global spatial-temporal NO2 model (daily 50 m resolution from 2005 to 2020) has been integrated into over 20 epidemiological studies, burden of disease predictions, and policy analyses. Data and code are available in our resources page.
Assessing Health Effects of Long-term Exposure to Low Levels of Ambient Air Pollution. Health Effects Institute
Funding: Health Effects institute (HEI) (PI: Brauer)
This study examined the impact of low levels of outdoor PM2.5 air pollution exposure on mortality for ~7 million individuals in Canada. A hybrid approach to estimating PM2.5 exposures frm 1981 to 2016 was conducted that integrated satellite data, air monitor sampling, and atmospheric modeling. Long-term outdoor PM2.5 exposures as low as 2.5 μg /m3 were associated with increased risk of death.
Long-term Outdoor Air Pollution and Cause-Specific Mortality in a Pooled Analysis of 23 Asian Cohorts
Funding: Health Effects institute (HEI) (PI: Vermeulen)
This research examined the relationship between ambient PM2.5 and NO2 air pollution and all-cause and cause-specific mortality in Six cohorts from the Asia Cohort Consortium. Our global NO2 model was applied to estimate long-term exposure to traffic air pollution. For ambient NO2, combined results showed positive associations for all mortality outcomes, but large differences were observed across different cohorts.
Research paper highlights
Hystad, P, Larkin, A, et al. Yusuf, S, Brauer, M. (2020). Associations of outdoor fine particulate air pollution and cardiovascular disease in 157 436 individuals from 21 high-income, middle-income, and low-income countries (PURE): a prospective cohort study. Lancet Planet Health, vol. 4, no. 6, pp. e235-e245, 2020.
Hystad P, Duong M, Brauer M, Larkin A, Arku R, Kurmi O, Fan W, Avezum A, Azam I, Chifamba J, Dans A, du Plessis J, Gupta R, Kumar R, Lanas F, Liu Z, Lu Y, Lopez-Jaramillo P, Mony P, Mohan V, Mohan D, Nair S, Puoane T, Rahman O, Lap A, Wang Y, Wei L, Yeates K, Rangarajan S, Teo K and Yusuf S (2019). Health Effects of Household Solid Fuel Use: Findings from 11 Countries within the Prospective Urban and Rural Epidemiology Study, Environmental Health Perspectives, 127:5, 057003 DOI: 10.1289/EHP3915.
Brauer M, Brook JR, Christidis T, Chu Y, Crouse DL, Erickson A, Hystad P, Li C, Martin RV, Meng J, Pappin AJ, Pinault LL, Tjepkema M, van Donkelaar A, Weagle C, Weichenthal S, Burnett RT. Mortality-Air Pollution Associations in Low Exposure Environments (MAPLE): Phase 2. Res Rep Health Eff Inst. 2022 Jul;2022(212):1-91. PMID: 36224709; PMCID: PMC9556709.
Anenberg, S.C., Mohegh, A., Goldberg, D.L., Kerr, G.H., Brauer, M., Burkart, K., Hystad, P., Larkin, A., Wozniak, S., & Lamsal, L.N. (2022). Long-term trends in urban NO2 concentrations and associated paediatric asthma incidence: estimates from global datasets. The Lancet. Planetary health, 6 1, e49-e58 . DOI: 10.1016/s2542-5196(21)00255-2
GitHub repositories
Canada_NO2_LUR_14_16
This notebook contains the codebook, datasources, and names of R and python scripts used to develop the 2014-2016 three year average LUR NO2 model for Canada.
LUR-NO2-Model
This github repository contains the scripts used to create a global NO2 land use regression model. Land use estimates were derived using python and ArcGIS. Variable selection and model development were developed using R Studio.
Past research projects
Mortality-Air Pollution associations in Low Exposure environments: The MAPLE Study
Outdoor air pollution concentrations have decreased in developed countries over the past number of years but important associations with adverse health effects are still observed. Led by Dr. Michael Brauer (UBC), the MAPLE study provides a detailed assessment of air pollution health effects at low ambient concentrations including a thorough characterization of concentration-response relationships using newly developed exposure surfaces applied to population-based cohorts in Canada.
Air Pollution and Fertility
We are collaborating with Boston University to examine the influence of air pollution on fertility within the Pregnancy Study Online (PRESTO). This study will determine how air pollution exposure impacts time to fertility and early spontaneous abortions.
Portland Air Toxics Study
Portland’s ongoing hazardous air pollutant problem spans decades, but recent community concerns sparked new investigations into specific point sources. In response to these concerns, we created a birth cohort of 314,988 infants in the Portland Metropolitan Region to assess effects of local and regional hazard air pollutant exposures on infant health between 2000 and 2015. The results of this study will inform the potential impacts of hazardous air pollutants on birth outcomes, address community concerns, and highlight necessary future research.
Oil and Gas Drilling & Pediatric Asthma Hospitalizations in Texas
About 15% of the Texas population lives within one mile of oil and gas drilling, yet the health effects of this exposure are largely unknown. We are developing a state database from 32 million inpatient hospitalizations with their residential areas linked to ongoing drilling activity metrics for hospitalizations between 2000 and 2010. This project aims to assess potential sources of drilling-related air pollution such as drilling type, production volume, site-specific truck traffic, and gas flaring activities with respect to pediatric asthma hospitalizations.
Impact of Energy Policy on Adverse Birth Outcomes, Birth Defects and Childhood Cancers in Texas
Using a Texas cohort of 5.2 million births linked to birth defect and childhood cancer registries born between 1996 and 2010, we are examining perinatal health consequences of different facets of the energy sector through econometric-based causal inference methods. Specific exposures of interest include shale gas development, power plant emissions, and traffic-related air pollution. Our goal is to introduce a health-based perspective into energy policy development and evaluation.