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Lane TJ, Smith CL, Gao CX, Ikin JF, Xu R, Carroll MTC, Nehme E, Abramson MJ, Guo Y. Long-term effects of a coalmine fire on hospital and ambulance use: An interrupted time series study. ENVIRONMENTAL RESEARCH 2024; 261:119693. [PMID: 39068973 DOI: 10.1016/j.envres.2024.119693] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/17/2024] [Revised: 07/12/2024] [Accepted: 07/25/2024] [Indexed: 07/30/2024]
Abstract
BACKGROUND In 2014, the Hazelwood coalmine fire in regional Victoria, Australia shrouded nearby communities in smoke for six weeks. Prior investigations identified substantial adverse effects, including increases in the use of health services. In this study, we examined the effects on hospital and ambulance use in the eight years following the fire. METHODS Using Victorian hospital (Jan 2009-Jun 2022) and ambulance (Jan 2013-Dec 2021) data, we conducted an interrupted time series of changes to the rate of hospital admissions, emergency presentations, and ambulance attendances. A categorical exposure model compared two locations, most-exposed Morwell and less-exposed Latrobe Valley, to the rest of regional Victoria. A continuous exposure model used spatial estimates of fire-related PM2.5. Analyses were stratified by sex, age group (<65/65+ years), and condition (cardiovascular, respiratory, mental health, injury). RESULTS There were small but significant increases in overall hospital admissions and emergency presentations across all analyses, but little evidence of change in overall ambulance attendances. Effects varied considerably by condition, with the biggest relative increases observed among hospital admissions for mental health conditions and injuries. While cardiovascular-related hospital admissions and emergency presentations increased post-fire, ambulance attendances decreased. CONCLUSIONS Our findings suggest the Hazelwood coalmine fire likely increased hospital usage. However, it is unclear whether this was due to the direct effects of smoke exposure on health, or the disruptive socioeconomic and behavioural impacts of an environmental disaster that affected how communities engaged with various health services.
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Affiliation(s)
- Tyler J Lane
- School of Public Health and Preventive Medicine, Monash University, Melbourne, Australia.
| | - Catherine L Smith
- School of Public Health and Preventive Medicine, Monash University, Melbourne, Australia
| | - Caroline X Gao
- School of Public Health and Preventive Medicine, Monash University, Melbourne, Australia; Orygen, Centre for Youth Mental Health, The University of Melbourne, Parkville, Victoria, Australia
| | - Jillian F Ikin
- School of Public Health and Preventive Medicine, Monash University, Melbourne, Australia
| | - Rongbin Xu
- School of Public Health and Preventive Medicine, Monash University, Melbourne, Australia
| | - Matthew T C Carroll
- Monash Rural Health Churchill, Monash University, Churchill, Victoria, Australia
| | - Emily Nehme
- School of Public Health and Preventive Medicine, Monash University, Melbourne, Australia; Centre for Research and Evaluation, Ambulance Victoria, Australia
| | - Michael J Abramson
- School of Public Health and Preventive Medicine, Monash University, Melbourne, Australia
| | - Yuming Guo
- School of Public Health and Preventive Medicine, Monash University, Melbourne, Australia
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2
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Schuller A, Oakes J, LaRocca T, Matz J, Eden M, Bellini C, Montrose L. Robust differential gene expression patterns in the prefrontal cortex of male mice exposed to an occupationally relevant dose of laboratory-generated wildfire smoke. Toxicol Sci 2024; 201:300-310. [PMID: 39107885 PMCID: PMC11424885 DOI: 10.1093/toxsci/kfae097] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/27/2024] Open
Abstract
Wildfires have become common global phenomena concurrent with warmer and drier climates and are now major contributors to ambient air pollution worldwide. Exposure to wildfire smoke has been classically associated with adverse cardiopulmonary health outcomes, especially in vulnerable populations. Recent work has expanded our understanding of wildfire smoke toxicology to include effects on the central nervous system and reproductive function; however, the neurotoxic profile of this toxicant remains ill-explored in an occupational context. Here, we sought to address this by using RNA sequencing to examine transcriptomic signatures in the prefrontal cortex of male mice modeling career wildland firefighter smoke exposure. We report robust changes in gene expression profiles between smoke-exposed samples and filtered air controls, evidenced by 2,862 differentially expressed genes (51.2% increased). We further characterized the functional relevance of these genes highlighting enriched pathways related to synaptic transmission, neuroplasticity, blood-brain barrier integrity, and neurotransmitter metabolism. Additionally, we identified possible contributors to these alterations through protein-protein interaction network mapping, which revealed a central node at ß-catenin and secondary hubs centered around mitochondrial oxidases, the Wnt signaling pathway, and gene expression machinery. The data reported here will serve as the foundation for future experiments aiming to characterize the phenotypic effects and mechanistic underpinnings of occupational wildfire smoke neurotoxicology.
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Affiliation(s)
- Adam Schuller
- Department of Environmental and Radiological Health Sciences, Colorado State University, Fort Collins, CO 80523, United States
| | - Jessica Oakes
- Department of Bioengineering, Northeastern University, Boston, MA 02120, United States
| | - Tom LaRocca
- Department of Health and Exercise Science, Colorado State University, Fort Collins, CO 80523, United States
| | - Jacqueline Matz
- Department of Bioengineering, Northeastern University, Boston, MA 02120, United States
| | - Matthew Eden
- Department of Bioengineering, Northeastern University, Boston, MA 02120, United States
| | - Chiara Bellini
- Department of Bioengineering, Northeastern University, Boston, MA 02120, United States
| | - Luke Montrose
- Department of Environmental and Radiological Health Sciences, Colorado State University, Fort Collins, CO 80523, United States
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3
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You DJ, Gorman BM, Goshi N, Hum NR, Sebastian A, Kim YH, Enright HA, Buchholz BA. Eucalyptus Wood Smoke Extract Elicits a Dose-Dependent Effect in Brain Endothelial Cells. Int J Mol Sci 2024; 25:10288. [PMID: 39408618 PMCID: PMC11476751 DOI: 10.3390/ijms251910288] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2024] [Revised: 09/11/2024] [Accepted: 09/17/2024] [Indexed: 10/20/2024] Open
Abstract
The frequency, duration, and size of wildfires have been increasing, and the inhalation of wildfire smoke particles poses a significant risk to human health. Epidemiological studies have shown that wildfire smoke exposure is positively associated with cognitive and neurological dysfunctions. However, there is a significant gap in knowledge on how wildfire smoke exposure can affect the blood-brain barrier and cause molecular and cellular changes in the brain. Our study aims to determine the acute effect of smoldering eucalyptus wood smoke extract (WSE) on brain endothelial cells for potential neurotoxicity in vitro. Primary human brain microvascular endothelial cells (HBMEC) and immortalized human brain endothelial cell line (hCMEC/D3) were treated with different doses of WSE for 24 h. WSE treatment resulted in a dose-dependent increase in IL-8 in both HBMEC and hCMEC/D3. RNA-seq analyses showed a dose-dependent upregulation of genes involved in aryl hydrocarbon receptor (AhR) and nuclear factor erythroid 2-related factor 2 (NRF2) pathways and a decrease in tight junction markers in both HBMEC and hCMEC/D3. When comparing untreated controls, RNA-seq analyses showed that HBMEC have a higher expression of tight junction markers compared to hCMEC/D3. In summary, our study found that 24 h WSE treatment increases IL-8 production dose-dependently and decreases tight junction markers in both HBMEC and hCMEC/D3 that may be mediated through the AhR and NRF2 pathways, and HBMEC could be a better in vitro model for studying the effect of wood smoke extract or particles on brain endothelial cells.
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Affiliation(s)
- Dorothy J. You
- Biosciences and Biotechnology Division, Physical and Life Sciences Directorate, Lawrence Livermore National Laboratory, Livermore, CA 94550, USA; (D.J.Y.)
| | - Bria M. Gorman
- Biosciences and Biotechnology Division, Physical and Life Sciences Directorate, Lawrence Livermore National Laboratory, Livermore, CA 94550, USA; (D.J.Y.)
| | - Noah Goshi
- Biosciences and Biotechnology Division, Physical and Life Sciences Directorate, Lawrence Livermore National Laboratory, Livermore, CA 94550, USA; (D.J.Y.)
| | - Nicholas R. Hum
- Biosciences and Biotechnology Division, Physical and Life Sciences Directorate, Lawrence Livermore National Laboratory, Livermore, CA 94550, USA; (D.J.Y.)
| | - Aimy Sebastian
- Biosciences and Biotechnology Division, Physical and Life Sciences Directorate, Lawrence Livermore National Laboratory, Livermore, CA 94550, USA; (D.J.Y.)
| | - Yong Ho Kim
- Public Health and Integrated Toxicology Division, Center for Public Health and Environmental Assessment, U.S. Environmental Protection Agency, Research Triangle Park, NC 27709, USA
| | - Heather A. Enright
- Biosciences and Biotechnology Division, Physical and Life Sciences Directorate, Lawrence Livermore National Laboratory, Livermore, CA 94550, USA; (D.J.Y.)
| | - Bruce A. Buchholz
- Center for Accelerator Mass Spectrometry, Lawrence Livermore National Laboratory, Livermore, CA 94550, USA
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4
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Barkjohn KK, Clements A, Mocka C, Barrette C, Bittner A, Champion W, Gantt B, Good E, Holder A, Hillis B, Landis MS, Kumar M, MacDonald M, Thoma E, Dye T, Archer JM, Bergin M, Mui W, Feenstra B, Ogletree M, Chester-Schroeder C, Zimmerman N. Air Quality Sensor Experts Convene: Current Quality Assurance Considerations for Credible Data. ACS ES&T AIR 2024; 1:1203-1214. [PMID: 39502563 PMCID: PMC11534011 DOI: 10.1021/acsestair.4c00125] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/08/2024]
Abstract
Air sensors can provide valuable non-regulatory and supplemental data as they can be affordably deployed in large numbers and stationed in remote areas far away from regulatory air monitoring stations. Air sensors have inherent limitations that are critical to understand before collecting and interpreting the data. Many of these limitations are mechanistic in nature, which will require technological advances. However, there are documented quality assurance (QA) methods to promote data quality. These include laboratory and field evaluation to quantitatively assess performance, the application of corrections to improve precision and accuracy, and active management of the condition or state of health of deployed air quality sensors. This paper summarizes perspectives presented at the U.S. Environmental Protection Agency's 2023 Air Sensors Quality Assurance Workshop (https://www.epa.gov/air-sensor-toolbox/quality-assurance-air-sensors#QAworkshop) by stakeholders (e.g., manufacturers, researchers, air agencies) and identifies the most pressing needs. These include QA protocols, streamlined data processing, improved total volatile organic compound (TVOC) data interpretation, development of speciated VOC sensors, and increased documentation of hardware and data handling. Community members using air sensors need training and resources, timely data, accessible QA approaches, and shared responsibility with other stakeholders. In addition to identifying the vital next steps, this work provides a set of common QA and QC actions aimed at improving and homogenizing air sensor QA that will allow stakeholders with varying fields and levels of expertise to effectively leverage air sensor data to protect human health.
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Affiliation(s)
- Karoline K. Barkjohn
- United States Environmental Protection Agency, Office of Research and Development, Research Triangle Park, North Carolina 27711, United States
| | - Andrea Clements
- United States Environmental Protection Agency, Office of Research and Development, Research Triangle Park, North Carolina 27711, United States
| | - Corey Mocka
- United States Environmental Protection Agency, Office of Air Quality Planning and Standards, Research Triangle Park, North Carolina 27711, United States
| | - Colin Barrette
- United States Environmental Protection Agency, Office of Air Quality Planning and Standards, Research Triangle Park, North Carolina 27711, United States
| | - Ashley Bittner
- United States Environmental Protection Agency, Office of Research and Development, Research Triangle Park, North Carolina 27711, United States
| | - Wyatt Champion
- United States Environmental Protection Agency, Office of Research and Development, Research Triangle Park, North Carolina 27711, United States
| | - Brett Gantt
- United States Environmental Protection Agency, Office of Air Quality Planning and Standards, Research Triangle Park, North Carolina 27711, United States
| | - Elizabeth Good
- United States Environmental Protection Agency, Office of Air Quality Planning and Standards, Research Triangle Park, North Carolina 27711, United States
| | - Amara Holder
- United States Environmental Protection Agency, Office of Research and Development, Research Triangle Park, North Carolina 27711, United States
| | - Berkley Hillis
- United States Environmental Protection Agency, Office of Air Quality Planning and Standards, Research Triangle Park, North Carolina 27711, United States
| | - Matthew S. Landis
- United States Environmental Protection Agency, Office of Research and Development, Research Triangle Park, North Carolina 27711, United States
| | - Menaka Kumar
- National Student Services Contractor, hosted by the United States Environmental Protection Agency, Office of Research and Development, Research Triangle Park, North Carolina 27711, United States
| | - Megan MacDonald
- United States Environmental Protection Agency, Office of Research and Development, Research Triangle Park, North Carolina 27711, United States
| | - Eben Thoma
- United States Environmental Protection Agency, Office of Research and Development, Research Triangle Park, North Carolina 27711, United States
| | - Tim Dye
- TD Environmental Services, LLC, Petaluma, California, 94952, United States
| | - Jan-Michael Archer
- University of Maryland School of Public Health, College Park, Maryland 20742-2611, United States
| | - Michael Bergin
- Duke University, Department of Civil and Environmental Engineering, Durham, NC 27708, United States
| | - Wilton Mui
- South Coast Air Quality Management District, Diamond Bar, California 91765, United States
| | - Brandon Feenstra
- South Coast Air Quality Management District, Diamond Bar, California 91765, United States
| | - Michael Ogletree
- State of Colorado Air Pollution Control Division, Denver, CO 80246-1530, United States
| | | | - Naomi Zimmerman
- University of British Columbia, Department of Mechanical Engineering, Vancouver, BC, Canada V6T 1Z4
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5
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Hertelendy AJ, Howard C, Sorensen C, Ranse J, Eboreime E, Henderson S, Tochkin J, Ciottone G. Seasons of smoke and fire: preparing health systems for improved performance before, during, and after wildfires. Lancet Planet Health 2024; 8:e588-e602. [PMID: 39122327 DOI: 10.1016/s2542-5196(24)00144-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2024] [Revised: 06/04/2024] [Accepted: 06/13/2024] [Indexed: 08/12/2024]
Abstract
Increased frequency, intensity, and duration of wildfires are intensifying exposure to direct and smoke-related hazards in many areas, leading to evacuation and smoke-related effects on health and health systems that can affect regions extending over thousands of kilometres. Effective preparation and response are currently hampered by inadequate training, continued siloing of disciplines, insufficient finance, and inadequate coordination between health systems and governance at municipal, regional, national, and international levels. This Review highlights the key health and health systems considerations before, during, and after wildfires, and outlines how a health system should respond to optimise population health outcomes now and into the future. The focus is on the implications of wildfires for air quality, mental health, and emergency management, with elements of international policy and finance also addressed. We discuss commonalities of existing climate-resilient health care and disaster management frameworks and integrate them into an approach that addresses issues of financing, leadership and governance, health workforce, health information systems, infrastructure, supply chain, technologies, community interaction and health-care delivery, before, during, and after a wildfire season. This Review is a practical briefing for leaders and health professionals facing severe wildfire seasons and a call to break down silos and join with other disciplines to proactively plan for and fund innovation and coordination in service of a healthier future.
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Affiliation(s)
- Attila J Hertelendy
- Department of Information Systems and Business Analytics, College of Business, Florida International University, Miami, FL, USA; Disaster Medicine Fellowship, Department of Emergency Medicine, Beth Israel Deaconess Medical Center, Boston, MA, USA.
| | - Courtney Howard
- Cummings School of Medicine, University of Calgary, Calgary, AB, Canada; Dahdaleh Institute for Global Health Research, York University, ON, Canada
| | - Cecilia Sorensen
- Department of Environmental Health Sciences, Mailman School of Public Health, Columbia University, New York, NY, USA; Department of Emergency Medicine, Columbia University Irving Medical Center, New York, NY, USA
| | - Jamie Ranse
- Menzies Health Institute Queensland, Griffith University, Gold Coast, QLD, Australia
| | - Ejemai Eboreime
- Department of Psychiatry, Faculty of Medicine, Dalhousie University, Halifax, NS, Canada
| | - Sarah Henderson
- Environmental Health Services, BC Center for Disease Control, Vancouver, BC, Canada
| | - Jeffrey Tochkin
- School of Health Related Research, University of Sheffield, Sheffield, UK; Health Emergency Management, Vernon, BC, Canada
| | - Gregory Ciottone
- Disaster Medicine Fellowship, Department of Emergency Medicine, Beth Israel Deaconess Medical Center, Boston, MA, USA; Harvard Medical School, Harvard University, Boston, MA, USA
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6
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Du R, Liu K, Zhao D, Fang Q. Climate Disaster and Cognitive Ability: Evidence From Wildfire. Int J Public Health 2024; 69:1607128. [PMID: 39050193 PMCID: PMC11266011 DOI: 10.3389/ijph.2024.1607128] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2024] [Accepted: 06/26/2024] [Indexed: 07/27/2024] Open
Abstract
Objectives We investigate the impact of wildfire disasters on cognitive health (i.e., thinking and language skills) in individuals aged 10 years and older using 2014 and 2018 wildfire and cognitive ability survey data from China. Methods We distinguished wildfires in each county at different wind directions each day by exogenous wind direction changes, and analyzed the effects of wildfires on cognitive abilities through upwind and non-upwind wildfires. Results Our analysis shows that for every 10-unit increase in upwind wildfires compared to non-upwind wildfires, respondents' scores on word and math tests decrease by 0.235 and 0.236 standard deviations, respectively. Furthermore, we find that the impact of wildfire on cognitive ability is more pronounced in younger individuals, and those with lower defensive expenditures experience more severe impacts. Additionally, wildfires negatively affect individuals' cognitive abilities by generating air pollution. Conclusion Wildfires significantly reduce individuals' cognitive abilities. Two recommendations are as follows: 1) governments should follow the principle of green development, introduce relevant regulations, and increase investment in adaptive technologies. 2) Individuals should raise awareness of climate hazards preparedness and strengthen defensive protection.
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Affiliation(s)
- Ran Du
- School of Economics, Huazhong University of Science and Technology, Wuhan, Hubei, China
| | - Ke Liu
- International Business School, Shaanxi Normal University, Xi’an, Shaanxi, China
| | - Dangru Zhao
- School of Economics, Huazhong University of Science and Technology, Wuhan, Hubei, China
| | - Qiyun Fang
- School of Economics, Huazhong University of Science and Technology, Wuhan, Hubei, China
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7
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Gili J, Viana M, Hopke PK. Application of quasi-empirical orthogonal functions to estimate wildfire impacts in northwestern Spain. THE SCIENCE OF THE TOTAL ENVIRONMENT 2024; 932:172747. [PMID: 38677434 DOI: 10.1016/j.scitotenv.2024.172747] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/04/2024] [Revised: 04/12/2024] [Accepted: 04/23/2024] [Indexed: 04/29/2024]
Abstract
Galicia (NW Spain) is one of the most fire-prone regions in Southern Europe. In the summer of 2022, a total of thirteen wildfires each exceeding 500 ha were reported in this area, with ten of these large fires occurring in the Ourense region. To study the impacts of wildfire smoke plumes on ambient air PM2.5 concentrations, a network of 18 PurpleAir monitors was deployed across the Galicia region during July and August 2022. The PM2.5 concentration data were then used as input to test the applicability of quasi-empirical orthogonal functions (QEOFs obtained with Positive Matrix Factorization (PMF)) to characterize the spatial variability of wildfire smoke impacts on air quality. HYSPLIT back-trajectory analysis and Concentration-Weighted Trajectory (CWT) models were implemented, and the results from these tools were combined with source contributions. As a result, 19 wildfires were identified and linked with peak ambient PM2.5 concentrations (>300 μg/m3 of PM2.5; 1-h mean). Specifically, the Folgoso do Courel fire emerged as a significant contributor to these high concentrations and played an important role in influencing a significant number of the identified factors. Moreover, the results also suggested that emissions from fires in Portugal reached the study area, contributing additional impacts on air quality. These results demonstrated that this approach was useful in identifying the emission source areas contributing to observed PM2.5 concentrations during wildfire events. The PM2.5 concentration maps resulting from the CWT analysis were also valuable in understanding the short- and long-term exposures to PM2.5 from wildfire smoke.
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Affiliation(s)
- Jordina Gili
- Institute of Environmental Assessment and Water Research - Spanish Research Council (IDAEA-CSIC), Barcelona, Spain; PhD program of Analytical Chemistry and Environment, University of Barcelona, Barcelona, Spain.
| | - Mar Viana
- Institute of Environmental Assessment and Water Research - Spanish Research Council (IDAEA-CSIC), Barcelona, Spain
| | - Philip K Hopke
- University of Rochester School of Medicine and Dentistry, Rochester, NY, USA; Institute for a Sustainable Environment, Clarkson University, Potsdam, NY, USA
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8
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Chen H, Tong H, Xu Y. Wildfire Smoke and Its Neurological Impact. JAMA Neurol 2024; 81:575-576. [PMID: 38436986 DOI: 10.1001/jamaneurol.2024.0058] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/05/2024]
Abstract
This Viewpoint calls for a more concerted research effort aimed at establishing a robust link between wildfire smoke exposure and neurological effects.
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Affiliation(s)
- Hao Chen
- Department of Occupational and Environmental Health, School of Public Health, Guangxi Medical University, Guangxi, China
| | - Haiyan Tong
- Public Health and Integrated Toxicology Division, Center for Public Health and Environmental Assessment, US Environmental Protection Agency, Chapel Hill, North Carolina
| | - Yunan Xu
- Department of Medical Research, The First Affiliated Hospital of Guangxi Medical University, Guangxi, China
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9
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Stampfer O, Zuidema C, Allen RW, Fox J, Sampson P, Seto E, Karr CJ. Practical considerations for using low-cost sensors to assess wildfire smoke exposure in school and childcare settings. JOURNAL OF EXPOSURE SCIENCE & ENVIRONMENTAL EPIDEMIOLOGY 2024:10.1038/s41370-024-00677-8. [PMID: 38730039 PMCID: PMC11550266 DOI: 10.1038/s41370-024-00677-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/16/2023] [Revised: 04/15/2024] [Accepted: 04/15/2024] [Indexed: 05/12/2024]
Abstract
BACKGROUND More frequent and intense wildfires will increase concentrations of smoke in schools and childcare settings. Low-cost sensors can assess fine particulate matter (PM2.5) concentrations with high spatial and temporal resolution. OBJECTIVE We sought to optimize the use of sensors for decision-making in schools and childcare settings during wildfire smoke to reduce children's exposure to PM2.5. METHODS We measured PM2.5 concentrations indoors and outdoors at four schools in Washington State during wildfire smoke in 2020-2021 using low-cost sensors and gravimetric samplers. We randomly sampled 5-min segments of low-cost sensor data to create simulations of brief portable handheld measurements. RESULTS During wildfire smoke episodes (lasting 4-19 days), median hourly PM2.5 concentrations at different locations inside a single facility varied by up to 49.6 µg/m3 (maximum difference) during school hours. Median hourly indoor/outdoor ratios across schools ranged from 0.22 to 0.91. Within-school differences in concentrations indicated that it is important to collect measurements throughout a facility. Simulation results suggested that making handheld measurements more often and over multiple days better approximates indoor/outdoor ratios for wildfire smoke. During a period of unstable air quality, PM2.5 over the next hour indoors was more highly correlated with the last 10-min of data (mean R2 = 0.94) compared with the last 3-h (mean R2 = 0.60), indicating that higher temporal resolution data is most informative for decisions about near-term activities indoors. IMPACT STATEMENT As wildfires continue to increase in frequency and severity, staff at schools and childcare facilities are increasingly faced with decisions around youth activities, building use, and air filtration needs during wildfire smoke episodes. Staff are increasingly using low-cost sensors for localized outdoor and indoor PM2.5 measurements, but guidance in using and interpreting low-cost sensor data is lacking. This paper provides relevant information applicable for guidance in using low-cost sensors for wildfire smoke response.
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Affiliation(s)
- Orly Stampfer
- University of Washington Department of Environmental and Occupational Health Sciences, 4225 Roosevelt Way NE, Seattle, WA, 98105, USA.
| | - Christopher Zuidema
- University of Washington Department of Environmental and Occupational Health Sciences, 4225 Roosevelt Way NE, Seattle, WA, 98105, USA
| | - Ryan W Allen
- Simon Fraser University Faculty of Health Sciences, 8888 University Drive, Burnaby, BC, V5A 1S6, Canada
| | - Julie Fox
- Washington State Department of Health, 101 Israel Rd. S.E., Tumwater, WA, 98501, USA
| | - Paul Sampson
- University of Washington Department of Statistics; B-313 Padelford Hall, Seattle, WA, 98195, USA
| | - Edmund Seto
- University of Washington Department of Environmental and Occupational Health Sciences, 4225 Roosevelt Way NE, Seattle, WA, 98105, USA
| | - Catherine J Karr
- University of Washington Department of Environmental and Occupational Health Sciences, 4225 Roosevelt Way NE, Seattle, WA, 98105, USA
- University of Washington Department of Pediatrics, 4245 Roosevelt Way NE, Seattle, WA, 98105, USA
- Northwest Pediatric Environmental Health Specialty Unit, 4225 Roosevelt Way NE, Seattle, WA, 98105, USA
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10
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Johnston FH, Williamson G, Borchers-Arriagada N, Henderson SB, Bowman DMJS. Climate Change, Landscape Fires, and Human Health: A Global Perspective. Annu Rev Public Health 2024; 45:295-314. [PMID: 38166500 DOI: 10.1146/annurev-publhealth-060222-034131] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2024]
Abstract
Landscape fires are an integral component of the Earth system and a feature of prehistoric, subsistence, and industrial economies. Specific spatiotemporal patterns of landscape fire occur in different locations around the world, shaped by the interactions between environmental and human drivers of fire activity. Seven distinct types of landscape fire emerge from these interactions: remote area fires, wildfire disasters, savanna fires, Indigenous burning, prescribed burning, agricultural burning, and deforestation fires. All can have substantial impacts on human health and well-being directly and indirectly through (a) exposure to heat flux (e.g., injuries and destructive impacts), (b) emissions (e.g., smoke-related health impacts), and (c) altered ecosystem functioning (e.g., biodiversity, amenity, water quality, and climate impacts). Minimizing the adverse effects of landscape fires on population health requires understanding how human and environmental influences on fire impacts can be modified through interventions targeted at individual, community, and regional levels.
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Affiliation(s)
- Fay H Johnston
- Menzies Institute for Medical Research, University of Tasmania, Hobart, Tasmania, Australia;
- National Health and Medical Research Council (NHMRC) Centre for Safe Air, Hobart, Tasmania, Australia
| | - Grant Williamson
- School of Natural Sciences, University of Tasmania, Hobart, Tasmania, Australia
- National Health and Medical Research Council (NHMRC) Centre for Safe Air, Hobart, Tasmania, Australia
| | | | - Sarah B Henderson
- Environmental Health Services, British Columbia Centre for Disease Control, Vancouver, British Columbia, Canada
| | - David M J S Bowman
- School of Natural Sciences, University of Tasmania, Hobart, Tasmania, Australia
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11
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White AR. The firestorm within: A narrative review of extreme heat and wildfire smoke effects on brain health. THE SCIENCE OF THE TOTAL ENVIRONMENT 2024; 922:171239. [PMID: 38417511 DOI: 10.1016/j.scitotenv.2024.171239] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/20/2023] [Revised: 02/21/2024] [Accepted: 02/22/2024] [Indexed: 03/01/2024]
Abstract
Climate change is generating increased heatwaves and wildfires across much of the world. With these escalating environmental changes comes greater impacts on human health leading to increased numbers of people suffering from heat- and wildfire smoke-associated respiratory and cardiovascular impairment. One area of health impact of climate change that has received far less attention is the effects of extreme heat and wildfire smoke exposure on human brain health. As elevated temperatures, and wildfire-associated smoke, are increasingly experienced simultaneously over summer periods, understanding this combined impact is critical to management of human health especially in the elderly, and people with dementia, and other neurological disorders. Both extreme heat and wildfire smoke air pollution (especially particulate matter, PM) induce neuroinflammatory and cerebrovascular effects, oxidative stress, and cognitive impairment, however the combined effect of these impacts are not well understood. In this narrative review, a comprehensive examination of extreme heat and wildfire smoke impact on human brain health is presented, with a focus on how these factors contribute to cognitive impairment, and dementia, one of the leading health issues today. Also discussed is the potential impact of combined heat and wildfire smoke on brain health, and where future efforts should be applied to help advance knowledge in this rapidly growing and critical field of health research.
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Affiliation(s)
- Anthony R White
- Mental Health and Neuroscience Program, QIMR Berghofer Medical Research Institute, Herston, Queensland 4006, Australia; A.I. Virtanen Institute for Molecular Sciences, University of Eastern Finland, Neulaniementie 2, 70211 Kuopio, Finland; School of Biomedical Sciences, Faculty of Medicine, The University of Queensland, Brisbane, QLD, Australia; School of Biomedical Sciences, Faculty of Health, Queensland University of Technology, QLD, Australia.
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12
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Guo Z, Xue H, Fan L, Wu D, Wang Y, Chung Y, Liao Y, Ruan Z, Du W. Differential effects of size-specific particulate matter on frailty transitions among middle-aged and older adults in China: findings from the China Health and Retirement Longitudinal Study (CHARLS), 2015-2018. Int Health 2024; 16:182-193. [PMID: 37161970 PMCID: PMC10939306 DOI: 10.1093/inthealth/ihad033] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2023] [Revised: 04/07/2023] [Accepted: 05/07/2023] [Indexed: 05/11/2023] Open
Abstract
BACKGROUND This study aimed to assess the long-term effects of size-specific particulate matter (PM) on frailty transitions in middle-aged and older Chinese adults. METHODS We included 13 910 participants ≥45 y of age from the China Health and Retirement Longitudinal Study (CHARLS) for 2015 and 2018 who were classified into three categories in 2015 according to their frailty states: robust, prefrail and frail. Air quality data were obtained from the National Urban Air Quality Real-time Publishing Platform. A two-level logistic regression model was used to examine the association between concentrations of PM and frailty transitions. RESULTS At baseline, the total number of robust, prefrail and frail participants were 7516 (54.0%), 4324 (31.1%) and 2070 (14.9%), respectively. Significant associations were found between PM concentrations and frailty transitions. For each 10 μg/m3 increase in the 3-y averaged 2.5-μm PM (PM2.5) concentrations, the risk of worsening in frailty increased in robust (odds ratio [OR] 1.06 [95% confidence interval {CI} 1.01 to 1.12]) and prefrail (OR 1.07 [95% CI 1.01 to 1.13]) participants, while the probability of improvement in frailty in prefrail (OR 0.91 [95% CI 0.84 to 0.98]) participants decreased. In addition, the associations of PM10 and coarse fraction of PM with frailty transitions showed similar patterns. CONCLUSIONS Long-term exposure to PM was associated with higher risks of worsening and lower risks of improvement in frailty among middle-aged and older adults in China.
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Affiliation(s)
- Zhen Guo
- Department of Epidemiology and Biostatistics, School of Public Health, Southeast University, Nanjing 210009, China
| | - Hui Xue
- Department of Epidemiology and Biostatistics, School of Public Health, Southeast University, Nanjing 210009, China
| | - Lijun Fan
- Department of Medical Insurance, School of Public Health, Southeast University, Nanjing 210009, China
| | - Di Wu
- Department of Epidemiology and Biostatistics, School of Public Health, Southeast University, Nanjing 210009, China
| | - Yiming Wang
- Department of Medical Insurance, School of Public Health, Southeast University, Nanjing 210009, China
| | - Younjin Chung
- National Centre for Epidemiology and Population Health, College of Health and Medicine, Australian National University, Canberra, ACT, Australia
| | - Yilan Liao
- State Key Laboratory of Resources and Environmental Information System, Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences, Beijing, China
| | - Zengliang Ruan
- Department of Epidemiology and Biostatistics, School of Public Health, Southeast University, Nanjing 210009, China
| | - Wei Du
- Department of Epidemiology and Biostatistics, School of Public Health, Southeast University, Nanjing 210009, China
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13
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Barkoski J, Van Fleet E, Liu A, Ramsey S, Kwok RK, Miller AK. Data Linkages for Wildfire Exposures and Human Health Studies: A Scoping Review. GEOHEALTH 2024; 8:e2023GH000991. [PMID: 38487553 PMCID: PMC10937504 DOI: 10.1029/2023gh000991] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/06/2023] [Revised: 01/23/2024] [Accepted: 01/25/2024] [Indexed: 03/17/2024]
Abstract
Wildfires are increasing in frequency and intensity, with significant consequences that impact human health. A scoping review was conducted to: (a) understand wildfire-related health effects, (b) identify and describe environmental exposure and health outcome data sources used to research the impacts of wildfire exposures on health, and (c) identify gaps and opportunities to leverage exposure and health data to advance research. A literature search was conducted in PubMed and a sample of 83 articles met inclusion criteria. A majority of studies focused on respiratory and cardiovascular outcomes. Hospital administrative data was the most common health data source, followed by government data sources and health surveys. Wildfire smoke, specifically fine particulate matter (PM2.5), was the most common exposure measure and was predominantly estimated from monitoring networks and satellite data. Health data were not available in real-time, and they lacked spatial and temporal coverage to study health outcomes with longer latency periods. Exposure data were often available in real-time and provided better temporal and spatial coverage but did not capture the complex mixture of hazardous wildfire smoke pollutants nor exposures associated with non-air pathways such as soil, household dust, food, and water. This scoping review of the specific health and exposure data sources used to underpin these studies provides a framework for the research community to understand: (a) the use and value of various environmental and health data sources, and (b) the opportunities for improving data collection, integration, and accessibility to help inform our understanding of wildfires and other environmental exposures.
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Affiliation(s)
- J. Barkoski
- Social & Scientific Systems, Inc.a DLH Holdings CompanyDurhamNCUSA
| | - E. Van Fleet
- Social & Scientific Systems, Inc.a DLH Holdings CompanyDurhamNCUSA
| | - A. Liu
- Department of Health and Human ServicesNational Institute of Environmental Health SciencesNational Institutes of HealthDurhamNCUSA
- Kelly Government SolutionsRockvilleMDUSA
| | - S. Ramsey
- Social & Scientific Systems, Inc.a DLH Holdings CompanyDurhamNCUSA
| | - R. K. Kwok
- Department of Health and Human ServicesNational Institute on AgingNational Institutes of HealthBaltimoreMDUSA
| | - A. K. Miller
- Department of Health and Human ServicesNational Institute of Environmental Health SciencesNational Institutes of HealthDurhamNCUSA
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14
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Bittner AS, Holder AL, Grieshop AP, Hagler GSW, Mitchell W. Performance of Vehicle Add-on Mobile Monitoring System PM 2.5 measurements during wildland fire episodes. ENVIRONMENTAL SCIENCE: ATMOSPHERES 2024; 4:306-320. [PMID: 39296539 PMCID: PMC11406472 DOI: 10.1039/d3ea00170a] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 09/21/2024]
Abstract
Fine particulate matter (PM2.5) resulting from wildland fire is a significant public health risk in the United States (U.S.). The existing stationary monitoring network and the tools used to alert the public of smoke conditions, such as the Air Quality Index or NowCast, are not optimized to capture actual exposure concentrations in impacted communities given that wildland fire smoke plumes have characteristically steep exposure concentration gradients that can vary over fine spatiotemporal scales. In response, we developed and evaluated a lightweight, universally attachable mobile PM2.5 monitoring system to provide supplemental, real-time air quality information during wildfire incidents and prescribed burning activities. We retroactively assessed the performance of the mobile monitor compared to nearby (100-1500 m) stationary low-cost sensors and regulatory monitors using 1 minute averaged data collected during two large wildfires in the western U.S. and during one small, prescribed burn in the Midwest. The mobile measurements were highly correlated (R 2 > 0.85) with the stationary network during the large wildfires. Further, 1 minute averaged mobile measurements differed from three collocated stationary instruments by <25% on average for fourteen out of fifteen total passages. For the small, prescribed burn, rapidly changing conditions near the fire border complicated the comparison of mobile and stationary measurements but the spatial maximum concentrations measured by both instruments were consistent. In general, this work highlights the value of using portable sensor technologies to address the monitoring challenges presented by dynamic wildland fire conditions and demonstrates the value in combining mobile monitoring with stationary data where possible.
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Affiliation(s)
- Ashley S Bittner
- Department of Civil, Construction and Environmental Engineering, North Carolina State University, Raleigh, NC 27606, USA
- United States Environmental Protection Agency, Office of Research and Development, Durham, NC 27709, USA
| | - Amara L Holder
- United States Environmental Protection Agency, Office of Research and Development, Durham, NC 27709, USA
| | - Andrew P Grieshop
- Department of Civil, Construction and Environmental Engineering, North Carolina State University, Raleigh, NC 27606, USA
| | - Gayle S W Hagler
- United States Environmental Protection Agency, Office of Research and Development, Durham, NC 27709, USA
| | - William Mitchell
- United States Environmental Protection Agency, Office of Research and Development, Durham, NC 27709, USA
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15
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Bramer LM, Dixon HM, Rohlman D, Scott RP, Miller RL, Kincl L, Herbstman JB, Waters KM, Anderson KA. PM 2.5 Is Insufficient to Explain Personal PAH Exposure. GEOHEALTH 2024; 8:e2023GH000937. [PMID: 38344245 PMCID: PMC10858395 DOI: 10.1029/2023gh000937] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/07/2023] [Revised: 01/19/2024] [Accepted: 01/22/2024] [Indexed: 10/28/2024]
Abstract
To understand how chemical exposure can impact health, researchers need tools that capture the complexities of personal chemical exposure. In practice, fine particulate matter (PM2.5) air quality index (AQI) data from outdoor stationary monitors and Hazard Mapping System (HMS) smoke density data from satellites are often used as proxies for personal chemical exposure, but do not capture total chemical exposure. Silicone wristbands can quantify more individualized exposure data than stationary air monitors or smoke satellites. However, it is not understood how these proxy measurements compare to chemical data measured from wristbands. In this study, participants wore daily wristbands, carried a phone that recorded locations, and answered daily questionnaires for a 7-day period in multiple seasons. We gathered publicly available daily PM2.5 AQI data and HMS data. We analyzed wristbands for 94 organic chemicals, including 53 polycyclic aromatic hydrocarbons. Wristband chemical detections and concentrations, behavioral variables (e.g., time spent indoors), and environmental conditions (e.g., PM2.5 AQI) significantly differed between seasons. Machine learning models were fit to predict personal chemical exposure using PM2.5 AQI only, HMS only, and a multivariate feature set including PM2.5 AQI, HMS, and other environmental and behavioral information. On average, the multivariate models increased predictive accuracy by approximately 70% compared to either the AQI model or the HMS model for all chemicals modeled. This study provides evidence that PM2.5 AQI data alone or HMS data alone is insufficient to explain personal chemical exposures. Our results identify additional key predictors of personal chemical exposure.
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Affiliation(s)
- Lisa M. Bramer
- Biological Sciences DivisionPacific Northwest National LaboratoryRichlandWAUSA
| | - Holly M. Dixon
- Department of Environmental and Molecular ToxicologyFood Safety and Environmental Stewardship ProgramOregon State UniversityCorvallisORUSA
| | - Diana Rohlman
- College of HealthOregon State UniversityCorvallisORUSA
| | - Richard P. Scott
- Department of Environmental and Molecular ToxicologyFood Safety and Environmental Stewardship ProgramOregon State UniversityCorvallisORUSA
| | - Rachel L. Miller
- Division of Clinical ImmunologyIcahn School of Medicine at Mount SinaiNew York CityNYUSA
| | - Laurel Kincl
- College of HealthOregon State UniversityCorvallisORUSA
| | - Julie B. Herbstman
- Department of Environmental Health SciencesColumbia Center for Children's Environmental HealthMailman School of Public HealthColumbia UniversityNew York CityNYUSA
| | - Katrina M. Waters
- Biological Sciences DivisionPacific Northwest National LaboratoryRichlandWAUSA
- Department of Environmental and Molecular ToxicologyFood Safety and Environmental Stewardship ProgramOregon State UniversityCorvallisORUSA
| | - Kim A. Anderson
- Department of Environmental and Molecular ToxicologyFood Safety and Environmental Stewardship ProgramOregon State UniversityCorvallisORUSA
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16
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Abstract
We review current knowledge on the trends and drivers of global wildfire activity, advances in the measurement of wildfire smoke exposure, and evidence on the health effects of this exposure. We describe methodological issues in estimating the causal effects of wildfire smoke exposures on health and quantify their importance, emphasizing the role of nonlinear and lagged effects. We conduct a systematic review and meta-analysis of the health effects of wildfire smoke exposure, finding positive impacts on all-cause mortality and respiratory hospitalizations but less consistent evidence on cardiovascular morbidity. We conclude by highlighting priority areas for future research, including leveraging recently developed spatially and temporally resolved wildfire-specific ambient air pollution data to improve estimates of the health effects of wildfire smoke exposure.
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Affiliation(s)
- Carlos F Gould
- Doerr School of Sustainability, Stanford University, Stanford, California, USA; ,
| | - Sam Heft-Neal
- Center on Food Security and the Environment, Stanford University, Stanford, California, USA;
| | - Mary Johnson
- Harvard T.H. Chan School of Public Health, Boston, Massachusetts, USA; ,
| | - Juan Aguilera
- Center for Community Health Impact, The University of Texas Health Science Center at Houston School of Public Health, El Paso, Texas, USA;
| | - Marshall Burke
- Doerr School of Sustainability, Stanford University, Stanford, California, USA; ,
- Center on Food Security and the Environment, Stanford University, Stanford, California, USA;
- National Bureau of Economic Research, Boston, Massachusetts, USA
| | - Kari Nadeau
- Harvard T.H. Chan School of Public Health, Boston, Massachusetts, USA; ,
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17
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Dorsey ER, Bloem BR. Parkinson's Disease Is Predominantly an Environmental Disease. JOURNAL OF PARKINSON'S DISEASE 2024; 14:451-465. [PMID: 38217613 PMCID: PMC11091623 DOI: 10.3233/jpd-230357] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 12/04/2023] [Indexed: 01/15/2024]
Abstract
Parkinson's disease is the world's fastest growing brain disorder, and exposure to environmental toxicants is the principal reason. In this paper, we consider alternative, but unsatisfactory, explanations for its rise, including improved diagnostic skills, aging populations, and genetic causes. We then detail three environmental toxicants that are likely among the main causes of Parkinson's disease- certain pesticides, the solvent trichloroethylene, and air pollution. All three environmental toxicants are ubiquitous, many affect mitochondrial functioning, and all can access humans via various routes, including inhalation and ingestion. We reach the hopeful conclusion that most of Parkinson's disease is thus preventable and that we can help to create a world where Parkinson's disease is increasingly rare.
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Affiliation(s)
- E. Ray Dorsey
- Center for Health + Technology and Department of Neurology, University of Rochester Medical Center, Rochester, NY, USA
| | - Bastiaan R. Bloem
- Department of Neurology, Radboud University Medical Centre, Donders Institute for Brain, Cognition and Behavior, Centre of Expertise for Parkinson and Movement Disorders, Nijmegen, the Netherlands
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18
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McGrath S, Mukherjee R, Réquia WJ, Lee WC. Wildfire exposure and academic performance in Brazil: A causal inference approach for spatiotemporal data. THE SCIENCE OF THE TOTAL ENVIRONMENT 2023; 905:167625. [PMID: 37804967 DOI: 10.1016/j.scitotenv.2023.167625] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/03/2023] [Revised: 09/12/2023] [Accepted: 10/04/2023] [Indexed: 10/09/2023]
Abstract
As the frequency and intensity of wildfires are projected to globally amplify due to climate change, there is a growing need to quantify the impact of exposure to wildfires in vulnerable populations such as adolescents. In our study, we applied rigorous causal inference methods to estimate the effect of wildfire exposure on the academic performance of high school students in Brazil between 2009 and 2015. Using longitudinal data from 8,183 high schools across 1,571 municipalities in Brazil, we estimated that the average performance in most academic subjects decreases under interventions that increase wildfire exposure, e.g., a decrease of 1.8 % (p = 0.01) in the natural sciences when increasing the wildfire density from 0.0035 wildfires/km2 (first quantile in the sample) to 0.0222 wildfires/km2 (third quartile). Furthermore, these effects considerably worsened over time. Our findings highlight the adverse impact of wildfires on educational outcomes.
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Affiliation(s)
- Sean McGrath
- Department of Biostatistics, Harvard T.H. Chan School of Public Health, Boston, USA
| | - Rajarshi Mukherjee
- Department of Biostatistics, Harvard T.H. Chan School of Public Health, Boston, USA
| | - Weeberb J Réquia
- Center for Environment and Public Health Studies, School of Public Policy and Government, Fundação Getúlio Vargas, Brasília, Brazil
| | - Wan-Chen Lee
- Institute of Environmental and Occupational Health Sciences, College of Public Health, National Taiwan University, Taipei, Taiwan.
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19
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Chen D, Billmire M, Loughner CP, Bredder A, French NHF, Kim HC, Loboda TV. Simulating spatio-temporal dynamics of surface PM 2.5 emitted from Alaskan wildfires. THE SCIENCE OF THE TOTAL ENVIRONMENT 2023; 898:165594. [PMID: 37467978 DOI: 10.1016/j.scitotenv.2023.165594] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/15/2022] [Revised: 07/13/2023] [Accepted: 07/15/2023] [Indexed: 07/21/2023]
Abstract
Wildfire is a major disturbance agent in Arctic boreal and tundra ecosystems that emits large quantities of atmospheric pollutants, including PM2.5. Under the substantial Arctic warming which is two to three times of global average, wildfire regimes in the high northern latitude regions are expected to intensify. This imposes a considerable threat to the health of the people residing in the Arctic regions. Alaska, as the northernmost state of the US, has a sizable rural population whose access to healthcare is greatly limited by a lack of transportation and telecommunication infrastructure and low accessibility. Unfortunately, there are only a few air quality monitoring stations across the state of Alaska, and the air quality of most remote Alaskan communities is not being systematically monitored, which hinders our understanding of the relationship between wildfire emissions and human health within these communities. Models simulating the dispersion of pollutants emitted by wildfires can be extremely valuable for providing spatially comprehensive air quality estimates in areas such as Alaska where the monitoring station network is sparse. In this study, we established a methodological framework that is based on an integration of the Hybrid Single-Particle Lagrangian Integrated Trajectory (HYSPLIT) model, the Wildland Fire Emissions Inventory System (WFEIS), and the Arctic-Boreal Vulnerability Experiment (ABoVE) Wildfire Date of Burning (WDoB) dataset, an Arctic-oriented fire product. Through our framework, daily gridded surface-level PM2.5 concentrations for the entire state of Alaska between 2001 and 2015 for which wildfires are responsible can be estimated. This product reveals the spatio-temporal patterns of the impacts of wildfires on the regional air quality in Alaska, which, in turn, offers a direct line of evidence indicating that wildfire is the dominant driver of PM2.5 concentrations over Alaska during the fire season. Additionally, it provides critical data inputs for research on understanding how wildfires affect human health which creates the basis for the development of effective and efficient mitigation efforts.
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Affiliation(s)
- Dong Chen
- Department of Geographical Sciences, University of Maryland, College Park, MD, USA.
| | - Michael Billmire
- Michigan Tech Research Institute, Michigan Technological University, Ann Arbor, MI, USA.
| | - Christopher P Loughner
- Air Resources Laboratory, National Oceanic and Atmospheric Administration, College Park, MD, USA.
| | - Allison Bredder
- Department of Geographical Sciences, University of Maryland, College Park, MD, USA.
| | - Nancy H F French
- Michigan Tech Research Institute, Michigan Technological University, Ann Arbor, MI, USA.
| | - Hyun Cheol Kim
- Air Resources Laboratory, National Oceanic and Atmospheric Administration, College Park, MD, USA; Cooperative Institute for Satellite Earth System Studies, University of Maryland, College Park, MD, USA.
| | - Tatiana V Loboda
- Department of Geographical Sciences, University of Maryland, College Park, MD, USA.
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20
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Scieszka D, Bolt AM, McCormick MA, Brigman JL, Campen MJ. Aging, longevity, and the role of environmental stressors: a focus on wildfire smoke and air quality. FRONTIERS IN TOXICOLOGY 2023; 5:1267667. [PMID: 37900096 PMCID: PMC10600394 DOI: 10.3389/ftox.2023.1267667] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2023] [Accepted: 09/25/2023] [Indexed: 10/31/2023] Open
Abstract
Aging is a complex biological process involving multiple interacting mechanisms and is being increasingly linked to environmental exposures such as wildfire smoke. In this review, we detail the hallmarks of aging, emphasizing the role of telomere attrition, cellular senescence, epigenetic alterations, proteostasis, genomic instability, and mitochondrial dysfunction, while also exploring integrative hallmarks - altered intercellular communication and stem cell exhaustion. Within each hallmark of aging, our review explores how environmental disasters like wildfires, and their resultant inhaled toxicants, interact with these aging mechanisms. The intersection between aging and environmental exposures, especially high-concentration insults from wildfires, remains under-studied. Preliminary evidence, from our group and others, suggests that inhaled wildfire smoke can accelerate markers of neurological aging and reduce learning capabilities. This is likely mediated by the augmentation of circulatory factors that compromise vascular and blood-brain barrier integrity, induce chronic neuroinflammation, and promote age-associated proteinopathy-related outcomes. Moreover, wildfire smoke may induce a reduced metabolic, senescent cellular phenotype. Future interventions could potentially leverage combined anti-inflammatory and NAD + boosting compounds to counter these effects. This review underscores the critical need to study the intricate interplay between environmental factors and the biological mechanisms of aging to pave the way for effective interventions.
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Affiliation(s)
- David Scieszka
- Department of Pharmaceutical Sciences, College of Pharmacy, University of New Mexico Health Sciences Center, Albuquerque, NM, United States
| | - Alicia M. Bolt
- Department of Pharmaceutical Sciences, College of Pharmacy, University of New Mexico Health Sciences Center, Albuquerque, NM, United States
| | - Mark A. McCormick
- Department of Biochemistry and Molecular Biology, School of Medicine, University of New Mexico Health Sciences Center, Albuquerque, NM, United States
| | - Jonathan L. Brigman
- Department of Neurosciences, School of Medicine, University of New Mexico Health Sciences Center, Albuquerque, NM, United States
| | - Matthew J. Campen
- Department of Pharmaceutical Sciences, College of Pharmacy, University of New Mexico Health Sciences Center, Albuquerque, NM, United States
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Chang JH, Lee YL, Chang LT, Chang TY, Hsiao TC, Chung KF, Ho KF, Kuo HP, Lee KY, Chuang KJ, Chuang HC. Climate change, air quality, and respiratory health: a focus on particle deposition in the lungs. Ann Med 2023; 55:2264881. [PMID: 37801626 PMCID: PMC10561567 DOI: 10.1080/07853890.2023.2264881] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/27/2023] [Accepted: 09/19/2023] [Indexed: 10/08/2023] Open
Abstract
This review article delves into the multifaceted relationship between climate change, air quality, and respiratory health, placing a special focus on the process of particle deposition in the lungs. We discuss the capability of climate change to intensify air pollution and alter particulate matter physicochemical properties such as size, dispersion, and chemical composition. These alterations play a significant role in influencing the deposition of particles in the lungs, leading to consequential respiratory health effects. The review paper provides a broad exploration of climate change's direct and indirect role in modifying particulate air pollution features and its interaction with other air pollutants, which may change the ability of particle deposition in the lungs. In conclusion, climate change may play an important role in regulating particle deposition in the lungs by changing physicochemistry of particulate air pollution, therefore, increasing the risk of respiratory disease development.
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Affiliation(s)
- Jer-Hwa Chang
- School of Respiratory Therapy, College of Medicine, Taipei Medical University, Taipei, Taiwan
- Division of Pulmonary Medicine, Department of Internal Medicine, Wan Fang Hospital, Taipei Medical University, Taipei, Taiwan
| | - Yueh-Lun Lee
- Department of Microbiology and Immunology, School of Medicine, College of Medicine, Taipei Medical University, Taipei, Taiwan
| | - Li-Te Chang
- Department of Environmental Engineering and Science, Feng Chia University, Taichung, Taiwan
| | - Ta-Yuan Chang
- Department of Occupational Safety and Health, College of Public Health, China Medical University, Taichung, Taiwan
| | - Ta-Chih Hsiao
- Graduate Institute of Environmental Engineering, National Taiwan University, Taipei, Taiwan
| | - Kian Fan Chung
- National Heart and Lung Institute, Imperial College London, London, UK
| | - Kin Fai Ho
- JC School of Public Health and Primary Care, The Chinese University of Hong Kong, Hong Kong, China
| | - Han-Pin Kuo
- Division of Pulmonary Medicine, Department of Internal Medicine, School of Medicine, College of Medicine, Taipei Medical University, Taipei, Taiwan
| | - Kang-Yun Lee
- Division of Pulmonary Medicine, Department of Internal Medicine, School of Medicine, College of Medicine, Taipei Medical University, Taipei, Taiwan
- Division of Pulmonary Medicine, Department of Internal Medicine, Shuang Ho Hospital, Taipei Medical University, New Taipei City, Taiwan
| | - Kai-Jen Chuang
- School of Public Health, College of Public Health, Taipei Medical University, Taipei, Taiwan
- Department of Public Health, School of Medicine, College of Medicine, Taipei Medical University, Taipei, Taiwan
| | - Hsiao-Chi Chuang
- School of Respiratory Therapy, College of Medicine, Taipei Medical University, Taipei, Taiwan
- National Heart and Lung Institute, Imperial College London, London, UK
- Division of Pulmonary Medicine, Department of Internal Medicine, Shuang Ho Hospital, Taipei Medical University, New Taipei City, Taiwan
- Cell Physiology and Molecular Image Research Center, Wan Fang Hospital, Taipei Medical University, Taipei, Taiwan
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22
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Zhang B, Weuve J, Langa KM, D’Souza J, Szpiro A, Faul J, Mendes de Leon C, Gao J, Kaufman JD, Sheppard L, Lee J, Kobayashi LC, Hirth R, Adar SD. Comparison of Particulate Air Pollution From Different Emission Sources and Incident Dementia in the US. JAMA Intern Med 2023; 183:1080-1089. [PMID: 37578757 PMCID: PMC10425875 DOI: 10.1001/jamainternmed.2023.3300] [Citation(s) in RCA: 34] [Impact Index Per Article: 34.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/15/2023] [Accepted: 05/29/2023] [Indexed: 08/15/2023]
Abstract
Importance Emerging evidence indicates that exposure to fine particulate matter (PM2.5) air pollution may increase dementia risk in older adults. Although this evidence suggests opportunities for intervention, little is known about the relative importance of PM2.5 from different emission sources. Objective To examine associations of long-term exposure of total and source-specific PM2.5 with incident dementia in older adults. Design, Setting, and Participants The Environmental Predictors of Cognitive Health and Aging study used biennial survey data from January 1, 1998, to December 31, 2016, for participants in the Health and Retirement Study, which is a nationally representative, population-based cohort study in the US. The present cohort study included all participants older than 50 years who were without dementia at baseline and had available exposure, outcome, and demographic data between 1998 and 2016 (N = 27 857). Analyses were performed from January 31 to May 1, 2022. Exposures The 10-year mean total PM2.5 and PM2.5 from 9 emission sources at participant residences for each month during follow-up using spatiotemporal and chemical transport models. Main Outcomes and Measures The main outcome was incident dementia as classified by a validated algorithm incorporating respondent-based cognitive testing and proxy respondent reports. Adjusted hazard ratios (HRs) were estimated for incident dementia per IQR of residential PM2.5 concentrations using time-varying, weighted Cox proportional hazards regression models with adjustment for the individual- and area-level risk factors. Results Among 27 857 participants (mean [SD] age, 61 [10] years; 15 747 [56.5%] female), 4105 (15%) developed dementia during a mean (SD) follow-up of 10.2 [5.6] years. Higher concentrations of total PM2.5 were associated with greater rates of incident dementia (HR, 1.08 per IQR; 95% CI, 1.01-1.17). In single pollutant models, PM2.5 from all sources, except dust, were associated with increased rates of dementia, with the strongest associations for agriculture, traffic, coal combustion, and wildfires. After control for PM2.5 from all other sources and copollutants, only PM2.5 from agriculture (HR, 1.13; 95% CI, 1.01-1.27) and wildfires (HR, 1.05; 95% CI, 1.02-1.08) were robustly associated with greater rates of dementia. Conclusion and Relevance In this cohort study, higher residential PM2.5 levels, especially from agriculture and wildfires, were associated with higher rates of incident dementia, providing further evidence supporting PM2.5 reduction as a population-based approach to promote healthy cognitive aging. These findings also indicate that intervening on key emission sources might have value, although more research is needed to confirm these findings.
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Affiliation(s)
- Boya Zhang
- Department of Epidemiology, University of Michigan School of Public Health, Ann Arbor
| | - Jennifer Weuve
- Department of Epidemiology, Boston University School of Public Health, Boston, Massachusetts
| | - Kenneth M. Langa
- Institute for Social Research, University of Michigan, Ann Arbor
- University of Michigan Medical School, Ann Arbor
- Institute for Healthcare Policy and Innovation, University of Michigan, Ann Arbor
- Veterans Affairs Center for Clinical Management Research, Ann Arbor, Michigan
| | - Jennifer D’Souza
- Department of Epidemiology, University of Michigan School of Public Health, Ann Arbor
| | - Adam Szpiro
- Department of Biostatistics, University of Washington, Seattle
| | - Jessica Faul
- Institute for Social Research, University of Michigan, Ann Arbor
| | | | - Jiaqi Gao
- Department of Epidemiology, University of Michigan School of Public Health, Ann Arbor
| | - Joel D. Kaufman
- Department of Epidemiology, University of Washington, Seattle
- Department of Environmental and Occupational Health Sciences, University of Washington, Seattle
- Department of Medicine, University of Washington, Seattle
| | - Lianne Sheppard
- Department of Biostatistics, University of Washington, Seattle
- Department of Environmental and Occupational Health Sciences, University of Washington, Seattle
| | - Jinkook Lee
- Center for Economic and Social Research, University of Southern California, Los Angeles
| | - Lindsay C. Kobayashi
- Department of Epidemiology, University of Michigan School of Public Health, Ann Arbor
| | - Richard Hirth
- Department of Health Management and Policy, University of Michigan School of Public Health, Ann Arbor
- Department of Internal Medicine, University of Michigan, Ann Arbor
| | - Sara D. Adar
- Department of Epidemiology, University of Michigan School of Public Health, Ann Arbor
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23
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Scieszka D, Gu H, Barkley-Levenson A, Barr E, Garcia M, Begay JG, Herbert G, Bhaskar K, McCormick M, Brigman J, Ottens A, Bleske B, Campen MJ. NEUROMETABOLOMIC IMPACTS OF MODELED WILDFIRE SMOKE AND PROTECTIVE BENEFITS OF ANTI-AGING THERAPEUTICS IN AGED FEMALE C57BL/6J MICE. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.09.21.558863. [PMID: 37790385 PMCID: PMC10542542 DOI: 10.1101/2023.09.21.558863] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/05/2023]
Abstract
Wildland fires have become progressively more extensive over the past 30 years in the US, and now routinely generate smoke that deteriorates air quality for most of the country. We explored the neurometabolomic impact that smoke derived from biomass has on older (18 months) female C57BL/6J mice, both acutely and after 10 weeks of recovery from exposures. Mice (N=6/group) were exposed to wood smoke (WS) 4 hours/day, every other day, for 2 weeks (7 exposures total) to an average concentration of 0.448mg/m 3 per exposure. One group was euthanized 24 hours after the last exposure. Other groups were then placed on 1 of 4 treatment regimens for 10 weeks after wood smoke exposures: vehicle; resveratrol in chow plus nicotinamide mononucleotide in water (RNMN); senolytics via gavage (dasatanib+quercetin; DQ); or both RNMN with DQ (RNDQ). Among the findings, the aging from 18 months to 21 months was associated with the greatest metabolic shift, including changes in nicotinamide metabolism, with WS exposure effects that were relatively modest. WS caused a reduction in NAD+ within the prefrontal cortex immediately after exposure and a long-term reduction in serotonin that persisted for 10 weeks. The serotonin reductions were corroborated by forced swim tests, which revealed an increased immobility (reduction in motivation) immediately post-exposure and persisted for 10 weeks. RNMN had the most beneficial effects after WS exposure, while RNDQ caused markers of brain aging to be upregulated within WS-exposed mice. Findings highlight the persistent neurometabolomic and behavioral effects of woodsmoke exposure in an aged mouse model. Significance Statement Neurological impacts of wildfire smoke are largely underexplored but include neuroinflammation and metabolic changes. The present study highlights modulation of major metabolites in the prefrontal cortex and behavioral consequences in aged (18 month) female mice that persists 10 weeks after wood smoke exposure ended. Supplements derived from the anti-aging field were able to mitigate much of the woodsmoke effect, especially a combination of resveratrol and nicotinamide mononucleotide.
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24
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Modaresi Rad A, Abatzoglou JT, Fleishman E, Mockrin MH, Radeloff VC, Pourmohamad Y, Cattau M, Johnson JM, Higuera P, Nauslar NJ, Sadegh M. Social vulnerability of the people exposed to wildfires in U.S. West Coast states. SCIENCE ADVANCES 2023; 9:eadh4615. [PMID: 37729397 PMCID: PMC10511185 DOI: 10.1126/sciadv.adh4615] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/17/2023] [Accepted: 08/08/2023] [Indexed: 09/22/2023]
Abstract
Understanding of the vulnerability of populations exposed to wildfires is limited. We used an index from the U.S. Centers for Disease Control and Prevention to assess the social vulnerability of populations exposed to wildfire from 2000-2021 in California, Oregon, and Washington, which accounted for 90% of exposures in the western United States. The number of people exposed to fire from 2000-2010 to 2011-2021 increased substantially, with the largest increase, nearly 250%, for people with high social vulnerability. In Oregon and Washington, a higher percentage of exposed people were highly vulnerable (>40%) than in California (~8%). Increased social vulnerability of populations in burned areas was the primary contributor to increased exposure of the highly vulnerable in California, whereas encroachment of wildfires on vulnerable populations was the primary contributor in Oregon and Washington. Our results emphasize the importance of integrating the vulnerability of at-risk populations in wildfire mitigation and adaptation plans.
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Affiliation(s)
| | - John T. Abatzoglou
- Management of Complex Systems Department, University of California, Merced, CA, USA
| | - Erica Fleishman
- College of Earth, Ocean, and Atmospheric Sciences, Oregon State University, Corvallis, OR, USA
| | | | - Volker C. Radeloff
- SILVIS Lab, Department of Forest Ecology and Management, University of Wisconsin-Madison, Madison, WI, USA
| | - Yavar Pourmohamad
- Department of Civil Engineering, Boise State University, Boise, ID, USA
| | - Megan Cattau
- Human-Environment Systems, Boise State University, Boise, ID, USA
| | | | - Philip Higuera
- Department of Ecosystem and Conservation Sciences, University of Montana, Missoula, MT, USA
| | | | - Mojtaba Sadegh
- Department of Civil Engineering, Boise State University, Boise, ID, USA
- United Nations University Institute for Water, Environment and Health, Hamilton, ON, Canada
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25
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Scieszka D, Jin Y, Noor S, Barr E, Garcia M, Begay J, Herbert G, Hunter RP, Bhaskar K, Kumar R, Gullapalli R, Bolt A, McCormick MA, Bleske B, Gu H, Campen MJ. Biomass smoke inhalation promotes neuroinflammatory and metabolomic temporal changes in the hippocampus of female mice. J Neuroinflammation 2023; 20:192. [PMID: 37608305 PMCID: PMC10464132 DOI: 10.1186/s12974-023-02874-y] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2023] [Accepted: 08/15/2023] [Indexed: 08/24/2023] Open
Abstract
Smoke from wildland fires has been shown to produce neuroinflammation in preclinical models, characterized by neural infiltrations of neutrophils and monocytes, as well as altered neurovascular endothelial phenotypes. To address the longevity of such outcomes, the present study examined the temporal dynamics of neuroinflammation and metabolomics after inhalation exposures from biomass-derived smoke. 2-month-old female C57BL/6 J mice were exposed to wood smoke every other day for 2 weeks at an average exposure concentration of 0.5 mg/m3. Subsequent serial euthanasia occurred at 1-, 3-, 7-, 14-, and 28-day post-exposure. Flow cytometry of right hemispheres revealed two endothelial populations of CD31Hi and CD31Med expressors, with wood smoke inhalation causing an increased proportion of CD31Hi. These populations of CD31Hi and CD31Med were associated with an anti-inflammatory and pro-inflammatory response, respectively, and their inflammatory profiles were largely resolved by the 28-day mark. However, activated microglial populations (CD11b+/CD45low) remained higher in wood smoke-exposed mice than controls at day 28. Infiltrating neutrophil populations decreased to levels below controls by day 28. However, the MHC-II expression of the peripheral immune infiltrate remained high, and the population of neutrophils retained an increased expression of CD45, Ly6C, and MHC-II. Utilizing an unbiased approach examining the metabolomic alterations, we observed notable hippocampal perturbations in neurotransmitter and signaling molecules, such as glutamate, quinolinic acid, and 5-α-dihydroprogesterone. Utilizing a targeted panel designed to explore the aging-associated NAD+ metabolic pathway, wood smoke exposure drove fluctuations and compensations across the 28-day time course, ending with decreased hippocampal NAD+ abundance on day 28. Summarily, these results indicate a highly dynamic neuroinflammatory environment, with potential resolution extending past 28 days, the implications of which may include long-term behavioral changes, systemic and neurological sequalae directly associated with wildfire smoke exposure.
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Affiliation(s)
- David Scieszka
- Department of Pharmaceutical Sciences College of Pharmacy, University of New Mexico, MSC09 5360; 1, Albuquerque, NM, 87131-0001, USA
| | - Yan Jin
- Florida International University Center for Translational Sciences, Port St. Lucie, FL, 34987, USA
| | - Shahani Noor
- Department of Molecular Genetics and Microbiology, Department of Neurology, School of Medicine, University of New Mexico, Albuquerque, NM, 87131, USA
| | - Ed Barr
- Department of Pharmaceutical Sciences College of Pharmacy, University of New Mexico, MSC09 5360; 1, Albuquerque, NM, 87131-0001, USA
| | - Marcus Garcia
- Department of Pharmaceutical Sciences College of Pharmacy, University of New Mexico, MSC09 5360; 1, Albuquerque, NM, 87131-0001, USA
| | - Jessica Begay
- Department of Pharmaceutical Sciences College of Pharmacy, University of New Mexico, MSC09 5360; 1, Albuquerque, NM, 87131-0001, USA
| | - Guy Herbert
- Department of Pharmaceutical Sciences College of Pharmacy, University of New Mexico, MSC09 5360; 1, Albuquerque, NM, 87131-0001, USA
| | - Russell P Hunter
- Department of Pharmaceutical Sciences College of Pharmacy, University of New Mexico, MSC09 5360; 1, Albuquerque, NM, 87131-0001, USA
| | - Kiran Bhaskar
- Department of Molecular Genetics and Microbiology, Department of Neurology, School of Medicine, University of New Mexico, Albuquerque, NM, 87131, USA
| | - Rahul Kumar
- Department of Pathology, School of Medicine, University of New Mexico Health Sciences Center, Albuquerque, NM, 87131, USA
| | - Rama Gullapalli
- Department of Pathology, School of Medicine, University of New Mexico Health Sciences Center, Albuquerque, NM, 87131, USA
| | - Alicia Bolt
- Department of Pharmaceutical Sciences College of Pharmacy, University of New Mexico, MSC09 5360; 1, Albuquerque, NM, 87131-0001, USA
| | - Mark A McCormick
- Department of Biochemistry and Molecular Biology, School of Medicine, University of New Mexico Health Sciences Center, Albuquerque, NM, 87131, USA
| | - Barry Bleske
- Department of Pharmacy Practice and Administrative Sciences, College of Pharmacy, University of New Mexico, Albuquerque, NM, 87131, USA
| | - Haiwei Gu
- Florida International University Center for Translational Sciences, Port St. Lucie, FL, 34987, USA
| | - Matthew J Campen
- Department of Pharmaceutical Sciences College of Pharmacy, University of New Mexico, MSC09 5360; 1, Albuquerque, NM, 87131-0001, USA.
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26
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Scieszka D, Jin Y, Noor S, Barr E, Garcia M, Begay J, Herbert G, Hunter RP, Bhaskar K, Kumar R, Gullapalli R, Bolt A, McCormick MA, Bleske B, Gu H, Campen M. Neuroinflammatory and Metabolomic Temporal Dynamics Following Wood Smoke Inhalation. RESEARCH SQUARE 2023:rs.3.rs-3002040. [PMID: 37333410 PMCID: PMC10275049 DOI: 10.21203/rs.3.rs-3002040/v1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/20/2023]
Abstract
Smoke from wildland fires has been shown to produce neuroinflammation in preclinical models, characterized by neural infiltrations of neutrophils and monocytes, as well as altered neurovascular endothelial phenotypes. To address the longevity of such outcomes, the present study examined the neuroinflammatory and metabolomic temporal dynamics after inhalation exposures from biomass-derived smoke. 2-month-old female C57BL/6J mice were exposed to wood smoke every other day for two weeks at an average exposure concentration of 0.5mg/m 3 . Subsequent serial euthanasia occurred at 1-, 3-, 7-, 14-, and 28-days post-exposure. Flow cytometry of right hemispheres revealed two endothelial populations of PECAM (CD31), high and medium expressors, with wood smoke inhalation causing an increased proportion of PECAM Hi . These populations of PECAM Hi and PECAM Med were associated with an anti-inflammatory and pro-inflammatory response, respectively, and their inflammatory profiles were largely resolved by the 28-day mark. However, activated microglial populations (CD11b + /CD45 low ) remained higher in wood smoke-exposed mice than controls at day 28. Infiltrating neutrophil populations decreased to levels below controls by day 28. However, the MHC-II expression of the peripheral immune infiltrate remained high, and the population of neutrophils retained an increased expression of CD45, Ly6C, and MHC-II. Utilizing an unbiased approach examining the metabolomic alterations, we observed notable hippocampal perturbations in neurotransmitter and signaling molecules like glutamate, quinolinic acid, and 5-α-dihydroprogesterone. Utilizing a targeted panel designed to explore the aging-associated NAD + metabolic pathway, wood smoke exposure drove fluctuations and compensations across the 28-day time course, ending with decreased hippocampal NAD + abundance at day 28. Summarily, these results indicate a highly dynamic neuroinflammatory environment, with potential resolution extending past 28 days, the implications of which may include long-term behavioral changes, systemic and neurological sequalae directly associated wtith wildfire smoke exposure.
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Affiliation(s)
| | - Yan Jin
- Florida International University, Center for Translational Sciences
| | - Shahani Noor
- University of New Mexico, Department of Molecular Genetics and Microbiology
| | - Ed Barr
- University of New Mexico, College of Pharmacy
| | | | | | - Guy Herbert
- University of New Mexico, College of Pharmacy
| | | | - Kiran Bhaskar
- University of New Mexico, Department of Molecular Genetics and Microbiology
| | - Rahul Kumar
- University of New Mexico, Department of Pathology
| | | | - Alicia Bolt
- University of New Mexico, College of Pharmacy
| | - Mark A McCormick
- University of New Mexico, Department of Biochemistry and Molecular Biology
| | - Barry Bleske
- University of New Mexico, Department of Pharmacy Practice and Administrative Science
| | - Haiwei Gu
- Florida International University, Center for Translational Sciences
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27
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Wyatt LH, Cleland SE, Wei L, Paul N, Patil A, Ward-Caviness C, Henderson SB, Rappold AG. Long-term exposure to ambient O 3 and PM 2.5 is associated with reduced cognitive performance in young adults: A retrospective longitudinal repeated measures study in adults aged 18-90 years. ENVIRONMENTAL POLLUTION (BARKING, ESSEX : 1987) 2023; 320:121085. [PMID: 36642175 DOI: 10.1016/j.envpol.2023.121085] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/27/2021] [Revised: 01/11/2023] [Accepted: 01/12/2023] [Indexed: 06/17/2023]
Abstract
A growing body of evidence indicates that exposure to air pollution affects cognitive performance; however, few studies have assessed this in the context of repeated measures within a large group of individuals or in a population with a large age range. In this study, we evaluated the associations between long-term exposure to fine particulate matter (PM2.5) and ozone (O3) in large cohort of adults aged 18-90 years. The study cohort included 29,091 Lumosity users in the contiguous US who completed 20 repetitions of the Lost in Migration game between 2017 and 2018. Game scores reflect the ability to filter information and avoid distracting information. Long-term air pollution data included ambient PM2.5 and O3 averaged for the 365-day period before each gameplay date. Generalized linear models were used to examine the associations between long-term PM2.5 and O3 and game score percentile. Co-pollutant models were adjusted for meteorology, time trend, age, gender, device, education, local socioeconomic factors, and urbanicity. Results represent the change in attention game score percentile per 1 μg/m3 increase in PM2.5 or 0.01 ppm increase in O3. In the entire cohort, a -0.10 (95% CI: -0.16, -0.04) change in score percentile was associated with PM2.5, while no significant association was observed with O3. Modification of these associations by age was observed for both PM2.5 and O3, with stronger associations observed in younger users. In users aged 18-29, a -0.25 (-0.45, -0.05) change in score percentile was associated with PM2.5, while no associations were observed in other age groups. With O3, there was a -2.92 (-4.63, -1.19) and -2.81 (-4.29, -1.25) change in score percentile for users aged 18-29 and 30-39, respectively. We observed that elevated long-term PM2.5 and O3 were associated with decreased focus scores in young adults, but follow-up research is necessary to further illuminate these associations.
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Affiliation(s)
- Lauren H Wyatt
- Center for Public Health and Environmental Assessment, Office of Research and Development, United States Environmental Protection Agency, Research Triangle Park, NC, USA
| | - Stephanie E Cleland
- Oak Ridge Institute for Science and Education at the Center for Public Health and Environmental Assessment, Office of Research and Development, United States Environmental Protection Agency, Research Triangle Park, NC, USA; Department of Environmental Sciences and Engineering, Gillings School of Global Public Health, University of North Carolina, Chapel Hill, NC, USA
| | - Linda Wei
- Center for Public Health and Environmental Assessment, Office of Research and Development, United States Environmental Protection Agency, Research Triangle Park, NC, USA
| | - Naman Paul
- British Columbia Centre for Disease Control, Vancouver, BC, Canada
| | - Amrita Patil
- Center for Public Health and Environmental Assessment, Office of Research and Development, United States Environmental Protection Agency, Research Triangle Park, NC, USA
| | - Cavin Ward-Caviness
- Center for Public Health and Environmental Assessment, Office of Research and Development, United States Environmental Protection Agency, Research Triangle Park, NC, USA
| | | | - Ana G Rappold
- Center for Public Health and Environmental Assessment, Office of Research and Development, United States Environmental Protection Agency, Research Triangle Park, NC, USA.
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28
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Mallach G, Shutt R, Thomson EM, Valcin F, Kulka R, Weichenthal S. Randomized Cross-Over Study of In-Vehicle Cabin Air Filtration, Air Pollution Exposure, and Acute Changes to Heart Rate Variability, Saliva Cortisol, and Cognitive Function. ENVIRONMENTAL SCIENCE & TECHNOLOGY 2023; 57:3238-3247. [PMID: 36787278 PMCID: PMC9979657 DOI: 10.1021/acs.est.2c06556] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/12/2022] [Revised: 02/01/2023] [Accepted: 02/02/2023] [Indexed: 06/18/2023]
Abstract
To determine how traffic-related air pollution (TRAP) exposures affect commuter health, and whether cabin air filtration (CAF) can mitigate exposures, we conducted a cross-over study of 48 adults exposed to TRAP during two commutes with and without CAF. Measurements included particulate air pollutants (PM2.5, black carbon [BC], ultrafine particles [UFPs]), volatile organic compounds, and nitrogen dioxide. We measured participants' heart rate variability (HRV), saliva cortisol, and cognitive function. On average, CAF reduced concentrations of UFPs by 26,232 (95%CI: 11,734, 40,730) n/cm3, PM2.5 by 6 (95%CI: 5, 8) μg/m3, and BC by 1348 (95%CI: 1042, 1654) ng/m3, or 28, 30, and 32%, respectively. Each IQR increase in PM2.5 was associated with a 28% (95%CI: 2, 60) increase in high-frequency power HRV at the end of the commute and a 22% (95%CI: 7, 39) increase 45 min afterward. IQR increases in UFPs were associated with increased saliva cortisol in women during the commute (18% [95%CI: 0, 40]). IQR increases in UFPs were associated with strong switching costs (19% [95%CI: 2, 39]), indicating a reduced capacity for multitasking, and PM2.5 was associated with increased reaction latency, indicating slower responses (5% [95%CI: 1, 10]). CAF can reduce particulate exposures by almost a third.
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Affiliation(s)
- Gary Mallach
- Water
and Air Quality Bureau, Health Canada, Ottawa K1A 0K9, Canada
| | - Robin Shutt
- Environmental
Health Science and Research Bureau, Health Canada, Ottawa K1A 0K9, Canada
| | - Errol M. Thomson
- Environmental
Health Science and Research Bureau, Health Canada, Ottawa K1A 0K9, Canada
- Department
of Biochemistry, Microbiology and Immunology, Faculty of Medicine, University of Ottawa, Ottawa K1H 8M5, Canada
| | - Frédéric Valcin
- Water
and Air Quality Bureau, Health Canada, Ottawa K1A 0K9, Canada
| | - Ryan Kulka
- Water
and Air Quality Bureau, Health Canada, Ottawa K1A 0K9, Canada
| | - Scott Weichenthal
- Water
and Air Quality Bureau, Health Canada, Ottawa K1A 0K9, Canada
- Department
of Epidemiology, Biostatistics, and Occupational Health, McGill University, Montreal H3A 1G1, Canada
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29
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Mirabelli MC, Vaidyanathan A, Pennington AF, Ye D, Trenga CA. Wildfire smoke and symptoms affecting mental health among adults in the U.S. state of Oregon. Prev Med 2022; 164:107333. [PMID: 36336164 PMCID: PMC9691586 DOI: 10.1016/j.ypmed.2022.107333] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/02/2022] [Revised: 09/20/2022] [Accepted: 10/30/2022] [Indexed: 11/06/2022]
Abstract
The physical and mental health impacts of wildfires are wide-ranging. We assessed associations between exposure to wildfire smoke and self-reported symptoms affecting mental health among adults living in Oregon. We linked by interview date and county of residence survey responses from 5807 adults who responded to the 2018 Behavioral Risk Factor Surveillance System's depression and anxiety module with smoke plume density, a proxy for wildfires and wildfire smoke exposure. Associations between weeks in the past year with medium and heavy smoke plume densities and symptoms affecting mental health during the two weeks before the interview date were estimated using predicted marginal probabilities from logistic regression models. In the year before completing the interview, 100% of respondents experienced ≥2 weeks of medium or heavy smoke, with an average exposure duration of 32 days. Nearly 10% reported being unable to stop or control their worrying more than half the time over the past two weeks. Medium or heavy smoke for 6 or more weeks in the past year, compared to ≤4 weeks in the past year, was associated with a 30% higher prevalence of being unable to stop or control worrying more than half the time during the past two weeks (prevalence ratio: 1.30, 95% confidence interval: 1.03, 1.65). Among adults in Oregon, selected symptoms affecting mental health were associated with extended durations of medium and heavy smoke. These findings highlight the burden of such symptoms among adults living in communities affected by wildfires and wildfire smoke.
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Affiliation(s)
- Maria C Mirabelli
- Asthma and Community Health Branch, Division of Environmental Health Science and Practice, National Center for Environmental Health, Centers for Disease Control and Prevention, 4770 Buford Highway, NE, Mailstop S106-6, Atlanta, GA 30341, United States of America.
| | - Ambarish Vaidyanathan
- Climate and Health Program, Division of Environmental Health Science and Practice, National Center for Environmental Health, Centers for Disease Control and Prevention, 4770 Buford Highway, NE, Mailstop S106-6, Atlanta, GA 30341, United States of America.
| | - Audrey F Pennington
- Asthma and Community Health Branch, Division of Environmental Health Science and Practice, National Center for Environmental Health, Centers for Disease Control and Prevention, 4770 Buford Highway, NE, Mailstop S106-6, Atlanta, GA 30341, United States of America.
| | - Dongni Ye
- Asthma and Community Health Branch, Division of Environmental Health Science and Practice, National Center for Environmental Health, Centers for Disease Control and Prevention, 4770 Buford Highway, NE, Mailstop S106-6, Atlanta, GA 30341, United States of America; Oak Ridge Institute for Science and Education, P.O. Box 117, Oak Ridge, TN 37831, United States of America
| | - Carol A Trenga
- Public Health Division, Oregon Health Authority, 800 NE Oregon St., Suite 640, Portland, OR 97232, United States of America.
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30
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Schmidt CW. Well Played: Using Game App Data to Assess Wildfire Smoke and Cognitive Performance. ENVIRONMENTAL HEALTH PERSPECTIVES 2022; 130:74002. [PMID: 35857403 PMCID: PMC9278340 DOI: 10.1289/ehp11488] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Indexed: 06/15/2023]
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