Abstract
Residential wood burning has both practical and traditional values among many indigenous communities of the US Mountain West, although household biomass burning also results in emissions that are harmful to health. In a household-level three-arm placebo-controlled randomized trial, we tested the efficacy of portable filtration units and education interventions on improving pulmonary function and blood pressure measures among elder participants that use wood stoves for residential heating. A total of 143 participants were assigned to the Education (n = 49), Filter (n = 47), and Control (n = 47) arms. Blood pressure and spirometry measures were collected multiple times during a pre-intervention winter period and during a follow-up post-intervention winter period. Despite strong PM2.5 exposure reduction results with the Filter arm (50% lower compared to Control arm), neither this intervention nor the Education intervention translated to improvements in the selected health measures among this population with a mixture of chronic conditions. Intention to treat analysis failed to demonstrate evidence that either of the intervention arms had beneficial effects on the blood pressure or the spirometry measures. Post hoc evaluation of effect modification for blood pressure and spirometry outcomes did not reveal any interaction influence on the outcomes according to sex, residential smoking, chronic disease history, and study area.
ClinicalTrials.gov: NCT02240069.
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Data availability
The datasets generated during and/or analyzed during the current study are available from the corresponding author on reasonable request.
References
Aithal SS, Gill S, Satia I, Tyagi SK, Bolton CE, Kurmi OP (2021) The effects of household air pollution (HAP) on lung function in children: a systematic review. Int J Environ Res Public Health 18(22):11973
Allen RW, Carlsten C, Karlen B, Leckie S, van Eeden S, Vedal S, Wong I, Brauer M (2011) An air filter intervention study of endothelial function among healthy adults in a woodsmoke-impacted community. Am J Respir Crit Care Med 183:1222–1230
Bates D, Maechler M, Bolker B, Walker S (2015) Fitting linear mixed-effects models using lme4. J Stat Softw 67(1):1–48
Bräuner EV, Forchhammer L, Møller P, Barregard L, Gunnarsen L, Afshari A, Wåhlin P, Glasius M, Dragsted LO, Basu S, Raaschou-Nielsen O, Loft S (2008) Indoor particles affect vascular function in the aged: an air filtration-based intervention study. Am J Respir Crit Care Med 177:419–425
Cheek E, Guercio V, Shrubsole C, Dimitroulopoulou S (2021) Portable air purification: review of impacts on indoor air quality and health. Sci Total Environ 766:142585
Chen CH, Wu CD, Chiang HC, Chu D, Lee KY, Lin WY, Yeh JI, Tsai KW, Guo YL (2019) The effects of fine and coarse particulate matter on lung function among the elderly. Sci Rep 9:14790
Chuang HC, Ho KF, Lin LY, Chang TY, Hong GB, Ma CM, Liu IJ, Chuang KJ (2017) Long-term indoor air conditioner filtration and cardiovascular health: a randomized crossover intervention study. Environ Int 106:91–96
Fabbri L, Pauwels RA, Hurd SS, Committee GS (2004) Global strategy for the diagnosis, management, and prevention of chronic obstructive pulmonary disease: GOLD executive summary updated 2003. COPD 1:105–41
Faridi S, Allen RW, Brook RD, Yousefian F, Hassanvand MS, Carlsten C (2023) An updated systematic review and meta-analysis on portable air cleaners and blood pressure: recommendations for users and manufacturers. Ecotoxicol Environ Saf 263:115227
GBD (2019) Risk Factors Collaborators (2020) Global burden of 87 risk factors in 204 countries and territories, 1990–2019: a systematic analysis for the Global Burden of Disease Study 2019. Lancet 396:1223–1249
Guo M, Du C, Li B, Yao R, Tang Y, Jiang Y, Liu H, Su H, Zhou Y, Wang L, Yang X, Zhou M, Yu W (2021) Reducing particulates in indoor air can improve the circulation and cardiorespiratory health of old people: a randomized, double-blind crossover trial of air filtration. Sci Total Environ 798:149248
Götschi T, Heinrich J, Sunyer J, Künzli N (2008) Long-term effects of ambient air pollution on lung function: a review. Epidemiology 19:690–701
Hansel NN, Putcha N, Woo H, Peng R, Diette GB, Fawzy A, Wise RA, Romero K, Davis MF, Rule AM, Eakin MN, Breysse PN, McCormack MC, Koehler K (2022) Randomized clinical trial of air cleaners to improve indoor air quality and chronic obstructive pulmonary disease health: results of the CLEAN AIR Study. Am J Respir Crit Care Med 205:421–430
Hart JF, Ward TJ, Spear TM, Rossi RJ, Holland NN, Loushin BG (2011) Evaluating the effectiveness of a commercial portable air purifier in homes with wood burning stoves: a preliminary study. J Environ Public Health 2011:324809
Hou D, Ge Y, Chen C, Tan Q, Chen R, Yang Y, Li L, Wang J, Ye M, Li C, Meng X, Kan H, Cai J, Song Y (2020) Associations of long-term exposure to ambient fine particulate matter and nitrogen dioxide with lung function: a cross-sectional study in China. Environ Int 144:105977
Kajbafzadeh M, Brauer M, Karlen B, Carlsten C, van Eeden S, Allen RW (2015) The impacts of traffic-related and woodsmoke particulate matter on measures of cardiovascular health: a HEPA filter intervention study. Occup Environ Med 72:394–400
Kumar N, Phillip E, Cooper H, Davis M, Langevin J, Clifford M, Stanistreet D (2021) Do improved biomass cookstove interventions improve indoor air quality and blood pressure? A systematic review and meta-analysis. Environ Pollut 290:117997
Li L, Yang A, He X, Liu J, Ma Y, Niu J, Luo B (2020) Indoor air pollution from solid fuels and hypertension: a systematic review and meta-analysis. Environ Pollut 259:113914
McNamara ML, Noonan CW, Ward TJ (2011) Correction factor for continuous monitoring of wood smoke fine particulate matter. Aerosol Air Qual Res 11:316–323
Morishita M, Adar SD, D’Souza J, Ziemba RA, Bard RL, Spino C, Brook RD (2018) Effect of portable air filtration systems on personal exposure to fine particulate matter and blood pressure among residents in a low-income senior facility: a randomized clinical trial. JAMA Intern Med 178:1350–1357
Noonan CW, Navidi W, Sheppard L, Palmer CP, Bergauff M, Hooper K, Ward TJ (2012) Residential indoor PM2.5 in wood stove homes: follow-up of the Libby changeout program. Indoor Air 22:492–500
Noonan CW, Semmens EO, Smith P, Harrar SW, Montrose L, Weiler E, McNamara M, Ward TJ (2017) Randomized trial of interventions to improve childhood asthma in homes with wood-burning stoves. Environ Health Perspect 125:097010
Noonan CW, Semmens EO, Ware D, Smith P, Boyer BB, Erdei E, Hopkins SE, Lewis J, Ward TJ (2019) Wood stove interventions and child respiratory infections in rural communities: KidsAir rationale and methods. Contemp Clin Trials 89:105909
Orozco-Levi M, Garcia-Aymerich J, Villar J, Ramirez-Sarmiento A, Anto JM, Gea J (2006) Wood smoke exposure and risk of chronic obstructive pulmonary disease. Eur Respir J 27:542–546
Po JY, FitzGerald JM, Carlsten C (2011) Respiratory disease associated with solid biomass fuel exposure in rural women and children: systematic review and meta-analysis. Thorax 66:232–239
Qaseem A, Wilt TJ, Rich R, Humphrey LL, Frost J, Forciea MA, Fitterman N, Barry MJ, Horwitch CA, Iorio A, McLean RM, Physicians F (2017) Pharmacologic treatment of hypertension in adults aged 60 years or older to higher versus lower blood pressure targets: a clinical practice guideline from the American College of Physicians and the American Academy of Family Physicians. Ann Intern Med 166:430–437
Rice MB, Ljungman PL, Wilker EH, Dorans KS, Gold DR, Schwartz J, Koutrakis P, Washko GR, O’Connor GT, Mittleman MA (2015) Long-term exposure to traffic emissions and fine particulate matter and lung function decline in the Framingham heart study. Am J Respir Crit Care Med 191:656–664
Romieu I, Riojas-Rodríguez H, Marrón-Mares AT, Schilmann A, Perez-Padilla R, Masera O (2009) Improved biomass stove intervention in rural Mexico: impact on the respiratory health of women. Am J Respir Crit Care Med 180:649–656
Semmens EO, Noonan CW, Allen RW, Weiler EC, Ward TJ (2015) Indoor particulate matter in rural, wood stove heated homes. Environ Res 138:93–100
Shao D, Du Y, Liu S, Brunekreef B, Meliefste K, Zhao Q, Chen J, Song X, Wang M, Wang J, Xu H, Wu R, Wang T, Feng B, Lung CS, Wang X, He B, Huang W (2017) Cardiorespiratory responses of air filtration: a randomized crossover intervention trial in seniors living in Beijing: Beijing Indoor Air Purifier StudY, BIAPSY. Sci Total Environ 603–604:541–549
Sigsgaard T, Forsberg B, Annesi-Maesano I, Blomberg A, Bolling A, Boman C, Bonlokke J, Brauer M, Bruce N, Heroux ME, Hirvonen MR, Kelly F, Kunzli N, Lundback B, Moshammer H, Noonan C, Pagels J, Sallsten G, Sculier JP, Brunekreef B (2015) Health impacts of anthropogenic biomass burning in the developed world. Eur Respir J 46:1577–1588
Singleton R, Salkoski AJ, Bulkow L, Fish C, Dobson J, Albertson L, Skarada J, Kovesi T, McDonald C, Hennessy TW, Ritter T (2017) Housing characteristics and indoor air quality in households of Alaska Native children with chronic lung conditions. Indoor Air 27:478–486
Smith-Sivertsen T, Díaz E, Pope D, Lie RT, Díaz A, McCracken J, Bakke P, Arana B, Smith KR, Bruce N (2009) Effect of reducing indoor air pollution on women’s respiratory symptoms and lung function: the RESPIRE Randomized Trial, Guatemala. Am J Epidemiol 170:211–220
Sood A, Petersen H, Blanchette CM, Meek P, Picchi MA, Belinsky SA, Tesfaigzi Y (2010) Wood smoke exposure and gene promoter methylation are associated with increased risk for COPD in smokers. Am J Respir Crit Care Med 182:1098–1104
U.S. Energy Information Agency (2015) Residential Energy Consumption Survey. 2015 RECS Survey Data. https://www.eia.gov/consumption/residential/data/2015/. Accessed 17 Feb 2021
U.S. Environmental Protection Agency (2022) Best wood-burning practices. https://www.epa.gov/burnwise/best-wood-burning-practices. Accessed 26 Jan 2023
Walker ES, Noonan CW, Semmens EO, Ware D, Smith P, Boyer BB, Erdei E, Hopkins SE, Lewis J, Belcourt A, Ward TJ (2021) Indoor fine particulate matter and demographic, household, and wood stove characteristics among rural US homes heated with wood fuel. Indoor Air 31:1109–1124
Walker ES, Noonan CW, Belcourt A, Boulafentis J, Garcia C, Graham J, Hoskie N, Quintana E, Semmens EO, Simpson J, Smith P, Teasley H, Ware D, Weiler E, Ward TJ (2022a) Efficacy of air filtration and education interventions on fine particulate matter among rural Native American homes heated with wood stoves: results from the EldersAIR randomized trial. Sci Total Environ 843:157029
Walker ES, Semmens EO, Belcourt A, Boyer BB, Erdei E, Graham J, Hopkins SE, Lewis JL, Smith PG, Ware D, Weiler E, Ward TJ, Noonan CW (2022b) Efficacy of air filtration and education interventions on indoor fine particulate matter and child lower respiratory tract infections among rural U.S. homes heated with wood stoves: results from the KidsAIR Randomized Trial. Environ Health Perspect 130:47002
Walters KL, Johnson-Jennings M, Stroud S, Rasmus S, Charles B, John S, Allen J, Kaholokula JK, Look MA, de Silva M, Lowe J, Baldwin JA, Lawrence G, Brooks J, Noonan CW, Belcourt A, Quintana E, Semmens EO, Boulafentis J (2020) Growing from our roots: strategies for developing culturally grounded health promotion interventions in American Indian, Alaska Native, and Native Hawaiian communities. Prev Sci 21:54–64
Ward T, Boulafentis J, Simpson J, Hester C, Moliga T, Warden K, Noonan C (2011) Lessons learned from a woodstove changeout on the Nez Perce Reservation. Sci Total Environ 409:664–670
Ward T, Noonan C (2008) Results of a residential indoor PM(2.5) sampling program before and after a woodstove changeout. Indoor Air 18:408–415
Ward TJ, Semmens EO, Weiler E, Harrar S, Noonan CW (2017) Efficacy of interventions targeting household air pollution from residential wood stoves. J Expo Sci Environ Epidemiol 27:64–71
Wheeler AJ, Gibson MD, MacNeill M, Ward TJ, Wallace LA, Kuchta J, Seaboyer M, Dabek-Zlotorzynska E, Guernsey JR, Stieb DM (2014) Impacts of air cleaners on indoor air quality in residences impacted by wood smoke. Environ Sci Technol 48:12157–12163
White JD, Wyss AB, Hoang TT, Lee M, Richards M, Parks CG, Beane-Freeman LE, Hankinson JL, Umbach DM, London SJ (2022) Residential wood burning and pulmonary function in the agricultural lung health study. Environ Health Perspect 130:87008
Yang, T., R. Chen, X. Gu, J. Xu, L. Yang, J. Zhao, X. Zhang, C. Bai, J. Kang, P. Ran, H. Shen, F. Wen, K. Huang, Y. Chen, T. Sun, G. Shan, Y. Lin, S. Wu, J. Zhu, R. Wang, Z. Shi, Y. Xu, X. Ye, Y. Song, Q. Wang, Y. Zhou, L. Ding, W. Yao, Y. Guo, F. Xiao, Y. Lu, X. Peng, B. Zhang, D. Xiao, Z. Wang, H. Zhang, X. Bu, L. An, S. Zhang, Z. Cao, Q. Zhan, Y. Yang, L. Liang, B. Cao, H. Dai, A. van Donkelaar, R. V. Martin, T. Wu, J. He, H. Kan, C. Wang & C. P. H. S. Group (2021) Association of fine particulate matter air pollution and its constituents with lung function: the China Pulmonary Health study. Environ Int 156:106707
Yawn BP, Duvall K, Peabody J, Albers F, Iqbal A, Paden H, Zubek VB, Wadland WC (2014) The impact of screening tools on diagnosis of chronic obstructive pulmonary disease in primary care. Am J Prev Med 47:563–575
Ye W, Steenland K, Quinn A, Liao J, Balakrishnan K, Rosa G, Ndagijimana F, Ntivuguruzwa JD, Thompson LM, McCracken JP, Diaz-Artiga A, Rosenthal JP, Papageorghiou A, Davila-Roman VG, Pillarisetti A, Johnson M, Wang J, Nicolaou L, Checkley W, Peel JL, Clasen TF, I. Household Air Pollution Intervention Network trial, (2022) Effects of a liquefied petroleum gas stove intervention on gestational blood pressure: intention-to-treat and exposure-response findings from the HAPIN Trial. Hypertension 79:1887–1898
Acknowledgements
The authors thank the many families that chose to participate in the EldersAIR study. The project also benefited from the strong support of community members and local research assistants from all study locations.
Funding
The study was funded by the National Institute of Environmental Health Sciences (NIEHS, 1R01ES022583). Intervention design was co-developed for the KidsAIR study (NIEHS, 1R01ES022649). Support was also provided by Center for Population Health Research (NIGMS, 1P20GM130418).
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CWN, TJW, and AB are the co-principal investigators and co-coordinators of the study. ESW conducted statistical analyses, and JG contributed to the statistical methods. CWN, TJW, JB, HT, EOS, AB, EW, and DW contributed to the study concept and design, revised the manuscript for important intellectual content, and approved the final manuscript. PS contributed to the health outcome protocols and provided medical record reviews. NH and EQ oversaw the Navajo Nation component of the study. JB and CG oversaw the Nez Perce Tribe component of the study. All authors reviewed and edited the manuscript to its final version.
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The EldersAIR study was approved by the University of Montana IRB, the Navajo Nation Human Research Review Board, and the Nez Perce Tribal Executive Committee.
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Participants provided written informed consent prior to participation in the study. Participants were compensated for the time they spent performing study tasks and reimbursed for the cost of electricity when using the air filtration units within their homes.
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Noonan, C.W., Walker, E.S., Semmens, E.O. et al. Randomized trial in rural Native American homes heated with wood stoves: results from the EldersAIR study. Air Qual Atmos Health (2024). https://doi.org/10.1007/s11869-023-01492-0
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DOI: https://doi.org/10.1007/s11869-023-01492-0