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Adverse effects of short-term personal exposure to fine particulate matter on the lung function of patients with chronic obstructive pulmonary disease and asthma: a longitudinal panel study in Bei**g, China

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Abstract

Fine particulate matter (PM2.5) is an important environmental factor affecting human health. However, most studies on PM2.5 and health have used data from fixed monitoring sites to assess PM2.5 exposure, which may have introduced misleading information on the exposure–response relationship. We aimed to assess the effect of short-term personal PM2.5 exposure on lung function in patients with chronic obstructive pulmonary disease (COPD) and asthma. To achieve this, we conducted a longitudinal panel study among 37 COPD patients and 45 asthma patients from Bei**g, China. The COPD group and the asthma group completed 148 and 180 lung function tests, respectively. We found that in COPD patients, for every 10-μg/m3 increase in PM2.5 exposure at lag2, the FEV1, FVC and DLco decreased by −0.014 L (95% CI −0.025, −0.003), −0.025 L (95% CI −0.050, −0.003) and −0.089 mmol/min/kPa (95% CI −0.156, −0.023), respectively. There was also a decrease of −0.023 L/s (95% CI −0.042, −0.003) and −0.017 L/s (95% CI −0.032, −0.002) in MMEF at lag3 and lag03, respectively. In the asthma group, every 10-μg/m3 increase in PM2.5 exposure led to a reduction of −0.012 L (95% CI −0.023, −0.001), −0.042 L (95% CI −0.081, −0.003) and −0.061 L/s (95% CI −0.116, −0.004) in the FEV1, FVC and PEF at lag3, respectively. Our findings suggest that PM2.5 exposure may primarily affect both airway function and lung diffusion function in COPD patients, and airway function in asthma patients.

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References

  • Anderson HR, Atkinson RW, Bremner SA, Marston L (2003) Particulate air pollution and hospital admissions for cardiorespiratory diseases: are the elderly at greater risk? Eur Respir J Suppl 40:39s–46s. https://doi.org/10.1183/09031936.03.00402203

    Article  CAS  Google Scholar 

  • Atkinson RW, Kang S, Anderson HR, Mills IC, Walton HA (2014) Epidemiological time series studies of PM2.5 and daily mortality and hospital admissions: a systematic review and meta-analysis. Thorax 69(7):660–665. https://doi.org/10.1136/thoraxjnl-2013-204492

    Article  CAS  Google Scholar 

  • Avery CL, Mills KT, Williams R, McGraw KA, Poole C, Smith RL et al (2010) Estimating error in using ambient PM2.5 concentrations as proxies for personal exposures: a review. Epidemiology 21(2):215–223. https://doi.org/10.1097/EDE.0b013e3181cb41f7

    Article  Google Scholar 

  • Balasubramanian A, MacIntyre NR, Henderson RJ, Jensen RL, Kinney G, Stringer WW et al (2019) Diffusing capacity of carbon monoxide in assessment of COPD. Chest 156(6):1111–1119. https://doi.org/10.1016/j.chest.2019.06.035

    Article  Google Scholar 

  • Bloemsma LD, Hoek G, Smit LAM (2016) Panel studies of air pollution in patients with COPD: systematic review and meta-analysis. Environ Res 151:458–468. https://doi.org/10.1016/j.envres.2016.08.018

    Article  CAS  Google Scholar 

  • Bondell HD, Krishna A, Ghosh SK (2010) Joint variable selection for fixed and random effects in linear mixed-effects models. Biometrics 66(4):1069–1077. https://doi.org/10.1111/j.1541-0420.2010.01391.x

    Article  Google Scholar 

  • Bousquet J, Humbert M (2015) GINA 2015: the latest iteration of a magnificent journey. Eur Respir J 46(3):579–582. https://doi.org/10.1183/13993003.01084-2015

    Article  Google Scholar 

  • Brauer M, Ebelt ST, Fisher TV, Brumm J, Petkau AJ, Vedal S (2001) Exposure of chronic obstructive pulmonary disease patients to particles: respiratory and cardiovascular health effects. J Expo Anal Environ Epidemiol 11(6):490–500. https://doi.org/10.1038/sj.jea.7500195

    Article  CAS  Google Scholar 

  • Cai J, Peng C, Yu S, Pei Y, Liu N, Wu Y, Fu Y, Cheng J (2019) Association between PM2.5 exposure and all-cause, non-accidental, accidental, different respiratory diseases, sex and age mortality in Shenzhen, China. Int J Environ Res Public Health 16(3):401. https://doi.org/10.3390/ijerph16030401

    Article  CAS  Google Scholar 

  • Cakmak S, Hebbern C, Vanos J, Crouse DL, Tjepkema M (2019) Exposure to traffic and mortality risk in the 1991–2011 Canadian Census Health and Environment Cohort (CanCHEC). Environ Int 124:16–24. https://doi.org/10.1016/j.envint.2018.12.045

    Article  Google Scholar 

  • Chen XC, Chow JC, Ward TJ, Cao JJ, Lee SC, Watson JG, Lau NC, Yim SHL, Ho KF (2019) Estimation of personal exposure to fine particles (PM2.5) of ambient origin for healthy adults in Hong Kong. Sci Total Environ 654:514–524. https://doi.org/10.1016/j.scitotenv.2018.11.088

    Article  CAS  Google Scholar 

  • Ciabattini M, Rizzello E, Lucaroni F, Palombi L, Boffetta P (2020) Systematic review and meta-analysis of recent high-quality studies on exposure to particulate matter and risk of lung cancer. Environ Res 10:110440. https://doi.org/10.1016/j.envres.2020.110440

    Article  CAS  Google Scholar 

  • de Hartog JJ, Ayres JG, Karakatsani A, Analitis A, Brink HT, Hameri K et al (2010) Lung function and indicators of exposure to indoor and outdoor particulate matter among asthma and COPD patients. Occup Environ Med 67(1):2–10. https://doi.org/10.1136/oem.2008.040857

    Article  Google Scholar 

  • Du Y, Wang Q, Sun Q, Zhang T, Li T, Yan B (2019) Assessment of PM2.5 monitoring using MicroPEM: a validation study in a city with elevated PM2.5 levels. Ecotoxicol Environ Saf 171:518–522. https://doi.org/10.1016/j.ecoenv.2019.01.002

    Article  CAS  Google Scholar 

  • Evangelopoulos D, Katsouyanni K, Keogh RH, Samoli E, Schwartz J, Barratt B et al (2020) PM2.5 and NO2 exposure errors using proxy measures, including derived personal exposure from outdoor sources: a systematic review and meta-analysis. Environment International 137:105500. https://doi.org/10.1016/j.envint.2020.105500

    Article  CAS  Google Scholar 

  • Fan J, Li S, Fan C, Bai Z, Yang K (2016) The impact of PM2.5 on asthma emergency department visits: a systematic review and meta-analysis. Environ Sci Pollut Res Int 23(1):843–850. https://doi.org/10.1007/s11356-015-5321-x

    Article  CAS  Google Scholar 

  • Gao N, Xu W, Ji J, Yang Y, Wang ST, Wang J, Chen X, Meng S, Tian X, Xu KF (2020) Lung function and systemic inflammation associated with short-term air pollution exposure in chronic obstructive pulmonary disease patients in Bei**g, China. Environ Health 19(1):12. https://doi.org/10.1186/s12940-020-0568-1

    Article  CAS  Google Scholar 

  • Gharibi H, Entwistle MR, Ha S, Gonzalez M, Brown P, Schweizer D, Cisneros R (2019) Ozone pollution and asthma emergency department visits in the Central Valley, California, USA, during June to September of 2015: a time-stratified case-crossover analysis. J Asthma 56(10):1037–1048. https://doi.org/10.1080/02770903.2018.1523930

    Article  CAS  Google Scholar 

  • Girardot SP, Ryan PB, Smith SM, Davis WT, Hamilton CB, Obenour RA, Renfro JR, Tromatore KA, Reed GD (2006) Ozone and PM2.5 exposure and acute pulmonary health effects: a study of hikers in the Great Smoky Mountains National Park. Environ Health Perspect 114(7):1044–1052. https://doi.org/10.1289/ehp.8637

    Article  CAS  Google Scholar 

  • Hart JE, Grady ST, Laden F, Coull BA, Koutrakis P, Schwartz JD, Moy ML, Garshick E (2018) Effects of indoor and ambient black carbon on pulmonary function among individuals with COPD. Environ Health Perspect 126(12):127008. https://doi.org/10.1289/EHP3668

    Article  CAS  Google Scholar 

  • Huang K, Yang T, Xu J, Yang L, Zhao J, Zhang X, Bai C, Kang J, Ran P, Shen H, Wen F, Chen Y, Sun T, Shan G, Lin Y, Xu G, Wu S, Wang C, Wang R, Shi Z, Xu Y, Ye X, Song Y, Wang Q, Zhou Y, Li W, Ding L, Wan C, Yao W, Guo Y, **ao F, Lu Y, Peng X, Zhang B, **ao D, Wang Z, Chen Z, Bu X, Zhang H, Zhang X, An L, Zhang S, Zhu J, Cao Z, Zhan Q, Yang Y, Liang L, Tong X, Dai H, Cao B, Wu T, Chung KF, He J, Wang C (2019) Prevalence, risk factors, and management of asthma in China: a national cross-sectional study. The Lancet 394(10196):407–418. https://doi.org/10.1016/S0140-6736(19)31147-X

    Article  Google Scholar 

  • Lagorio S, Forastiere F, Pistelli R, Iavarone I, Michelozzi P, Fano V et al (2006) Air pollution and lung function among susceptible adult subjects: a panel study. Environ Health 5;5:11. https://doi.org/10.1186/1476-069X-5-11

  • Lei X, **u G, Li B, Zhang K, Zhao M (2016) Individual exposure of graduate students to PM2.5 and black carbon in Shanghai, China. Environ Sci Pollut Res Int 23(12):12120–12127. https://doi.org/10.1007/s11356-016-6422-x

    Article  CAS  Google Scholar 

  • Li MH, Fan LC, Mao B, Yang JW, Choi AMK, Cao WJ, Xu JF (2016) Short-term exposure to ambient fine particulate matter increases hospitalizations and mortality in COPD. Chest 149(2):447–458. https://doi.org/10.1378/chest.15-0513

    Article  Google Scholar 

  • Liu L, Liu C, Chen R, Zhou Y, Meng X, Hong J, Cao L, Lu Y, Dong X, **a M, Ding B, Qian L, Wang L, Zhou W, Gui Y, Zhang X (2021) Associations of short-term exposure to air pollution and emergency department visits for pediatric asthma in Shanghai, China. Chemosphere 263:127856. https://doi.org/10.1016/j.chemosphere

    Article  CAS  Google Scholar 

  • McCreanor J, Cullinan P, Nieuwenhuijsen MJ, Stewart-Evans J, Malliarou E, Jarup L et al (2007) Respiratory effects of exposure to diesel traffic in persons with asthma. N Engl J Med 357(23):2348–2358. https://doi.org/10.1056/NEJMoa071535

    Article  CAS  Google Scholar 

  • Mehta S, Shin H, Burnett R, North T, Cohen AJ (2013) Ambient particulate air pollution and acute lower respiratory infections: a systematic review and implications for estimating the global burden of disease. Air Qual Atmos Health 6(1):69–83. https://doi.org/10.1007/s11869-011-0146-3

    Article  CAS  Google Scholar 

  • Nambu A, Zach J, Schroeder J, ** GY, Kim SS, Kim YI, Schnell C, Bowler R, Lynch DA (2015) Relationships between diffusing capacity for carbon monoxide (DLCO), and quantitative computed tomography measurements and visual assessment for chronic obstructive pulmonary disease. Eur J Radiol 84(5):980–985. https://doi.org/10.1016/j.ejrad.2015.01.010

  • Patz JA, Qi J, Ruan Z, Qian Z, Yin P, Yang Y et al (2020) Potential gains in life expectancy by attaining daily ambient fine particulate matter pollution standards in mainland China: a modeling study based on nationwide data. PLOS Medicine 17(1):e1003027. https://doi.org/10.1371/journal.pmed.1003027

    Article  Google Scholar 

  • Pellegrino R (2005) Interpretative strategies for lung function tests. European Respiratory Journal 26(5):948–968. https://doi.org/10.1183/09031936.05.00035205

    Article  CAS  Google Scholar 

  • Postma DS, Kerkhof M, Boezen HM, Koppelman GH (2011) Asthma and chronic obstructive pulmonary disease. American Journal of Respiratory and Critical Care Medicine 183(12):1588–1594. https://doi.org/10.1164/rccm.201011-1796PP

    Article  Google Scholar 

  • Sarnat SE, Coull BA, Schwartz J, Gold DR, Suh HH (2006) Factors affecting the association between ambient concentrations and personal exposures to particles and gases. Environ Health Perspect 114(5):649–654. https://doi.org/10.1289/ehp.8422

    Article  CAS  Google Scholar 

  • Sheikh A, Tian Y, Liu H, Wu Y, Si Y, Li M et al (2019) Ambient particulate matter pollution and adult hospital admissions for pneumonia in urban China: a national time series analysis for 2014 through 2017. PLOS Medicine 16(12):e1003010. https://doi.org/10.1371/journal.pmed.1003010

    Article  Google Scholar 

  • Sinharay R, Gong J, Barratt B, Ohman-Strickland P, Ernst S, Kelly FJ, Zhang J(J), Collins P, Cullinan P, Chung KF (2018) Respiratory and cardiovascular responses to walking down a traffic-polluted road compared with walking in a traffic-free area in participants aged 60 years and older with chronic lung or heart disease and age-matched healthy controls: a randomised, crossover study. The Lancet 391(10118):339–349. https://doi.org/10.1016/s0140-6736(17)32643-0

    Article  Google Scholar 

  • Trenga CA, Sullivan JH, Schildcrout JS, Shepherd KP, Shapiro GG, Liu LJ et al (2006) Effect of particulate air pollution on lung function in adult and pediatric subjects in a Seattle panel study. Chest 129(6):1614–1622. https://doi.org/10.1378/chest.129.6.1614

    Article  Google Scholar 

  • Vempilly J, Abejie B, Diep V, Gushiken M, Rawat M, Tyner TR (2013) The synergetic effect of ambient PM2.5 exposure and rhinovirus infection in airway dysfunction in asthma: a pilot observational study from the Central Valley of California. Exp Lung Res 39(10):434–440. https://doi.org/10.3109/01902148.2013.840693

    Article  CAS  Google Scholar 

  • Vogelmeier CF, Criner GJ, Martinez FJ, Anzueto A, Barnes PJ, Bourbeau J, Celli BR, Chen R, Decramer M, Fabbri LM, Frith P, Halpin DMG, López Varela MV, Nishimura M, Roche N, Rodriguez-Roisin R, Sin DD, Singh D, Stockley R, Vestbo J, Wedzicha JA, Agusti A (2017) Strategy for the diagnosis, management, and prevention of chronic obstructive lung disease 2017 Report. Am J Respir Crit Care Med 195(5):557–582. https://doi.org/10.1111/resp.13012

    Article  CAS  Google Scholar 

  • Wang C, Cai J, Chen R, Shi J, Yang C, Li H, Lin Z, Meng X, Liu C, Niu Y, **a Y, Zhao Z, Li W, Kan H (2017) Personal exposure to fine particulate matter, lung function and serum club cell secretory protein (Clara). Environmental Pollution 225:450–455. https://doi.org/10.1016/j.envpol.2017.02.068

    Article  CAS  Google Scholar 

  • Wang C, Xu J, Yang L, Xu Y, Zhang X, Bai C, Kang J, Ran P, Shen H, Wen F, Huang K, Yao W, Sun T, Shan G, Yang T, Lin Y, Wu S, Zhu J, Wang R, Shi Z, Zhao J, Ye X, Song Y, Wang Q, Zhou Y, Ding L, Yang T, Chen Y, Guo Y, **ao F, Lu Y, Peng X, Zhang B, **ao D, Chen CS, Wang Z, Zhang H, Bu X, Zhang X, An L, Zhang S, Cao Z, Zhan Q, Yang Y, Cao B, Dai H, Liang L, He J (2018) Prevalence and risk factors of chronic obstructive pulmonary disease in China (the China Pulmonary Health [CPH] study): a national cross-sectional study. The Lancet 391(10131):1706–1717. https://doi.org/10.1016/S0140-6736(18)30841-9

    Article  Google Scholar 

  • WHO (2005) WHO Air Quality Guidelines for Particulate Matter, Ozone, Nitrogen Dioxide and Sulfur Dioxide. Available online:http://apps.who.int/iris/bitstream/10665/69477/1/WHO_SDE_PHE_OEH_06.02_eng.pdf (Accessed on 24 Dec 2020).

  • **ao D, Chen Z, Wu S, Huang K, Xu J, Yang L, Xu Y, Zhang X, Bai C, Kang J, Ran P, Shen H, Wen F, Yao W, Sun T, Shan G, Yang T, Lin Y, Zhu J, Wang R, Shi Z, Zhao J, Ye X, Song Y, Wang Q, Hou G, Zhou Y, Li W, Ding L, Wang H, Chen Y, Guo Y, **ao F, Lu Y, Peng X, Zhang B, Wang Z, Zhang H, Bu X, Zhang X, An L, Zhang S, Cao Z, Zhan Q, Yang Y, Liang L, Liu Z, Zhang X, Cheng A, Cao B, Dai H, Chung KF, He J, Wang C, Wang C, He J, Xu J, Yang L, Xu Y, Zhang X, Bai C, Kang J, Ran P, Shen H, Wen F, Huang K, Yao W, Shan G, Yang T, Lin Y, Wu S, Zhu J, Wang R, Shi Z, Zhao J, Ye X, Song Y, Yang D, Wang Q, Hou G, Zhou Y, Li W, Ding L, Wan C, Yang T, Wang H, Chen Y, Guo Y, **ao F, Lu Y, Peng X, Zhang B, **ao D, Wang Z, Bu X, Zhang H, Zhang X, An L, Zhang S, Cao Z, Zhan Q, Yang Y, Cao B, Dai H, Liang L, Wang C, Tong X, Wu T, Kan H, Chen R, Cai H, **ong W, Zhang P, Li Y, Niu W, Chen CS, Xu G, Zhang X, Gu X, Dong F, Liu Z, Cheng A, Pei Z, Niu H, Huang K, Chen S, Chung KF, Chen Z (2020) Prevalence and risk factors of small airway dysfunction, and association with smoking, in China: findings from a national cross-sectional study. The Lancet Respiratory Medicine 8(11):1081–1093. https://doi.org/10.1016/s2213-2600(20)30155-7

    Article  Google Scholar 

  • **ng YF, Xu YH, Shi MH, Lian YX (2016) The impact of PM2.5 on the human respiratory system. J Thorac Dis 8(1):E69–E74. https://doi.org/10.3978/j.issn.2072-1439.2016.01.19

    Article  Google Scholar 

  • Ye W, Saikawa E, Avramov A, Cho S-H, Chartier R (2020) Household air pollution and personal exposure from burning firewood and yak dung in summer in the eastern Tibetan Plateau. Environmental Pollution 263:114531. https://doi.org/10.1016/j.envpol.2020.114531

    Article  CAS  Google Scholar 

  • Zhao J, Li M, Wang Z, Chen J, Zhao J, Xu Y et al (2019) Role of PM2.5 in the development and progression of COPD and its mechanisms. Respir Res 20(1):120. https://doi.org/10.1186/s12931-019-1081-3

    Article  Google Scholar 

  • Zhou M, Wang H, Zeng X, Yin P, Zhu J, Chen W et al (2019a) Mortality, morbidity, and risk factors in China and its provinces, 1990–2017: a systematic analysis for the Global Burden of Disease Study 2017. Lancet 394(10204):1145–1158. https://doi.org/10.1016/S0140-6736(19)30427-1

    Article  Google Scholar 

  • Zhou T, Hu Y, Wang Y, Sun C, Zhong Y, Liao J, Wang G (2019b) Fine particulate matter (PM2.5) aggravates apoptosis of cigarette-inflamed bronchial epithelium in vivo and vitro. Environ Pollut 248:1–9. https://doi.org/10.1016/j.envpol.2018.11.054

    Article  CAS  Google Scholar 

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Acknowledgements

We would like to thank all the study participants from the China–Japan Friendship Hospital. We thank Yong Li for performing the pulmonary function tests on the patients. The authors would like to thank all the study participants for their dedicated participation.

Funding

This work was supported by the National Key Research and Development Project of China (grant number 2016YFC0206502), the National Nature Science Foundation of China (grant numbers 81970043, 91643115) and the CAMS Innovation Fund for Medical Sciences (CIFMS) (grant number 2018-I2M-1-001).

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T.Y. and C.W. proposed this study and revised the manuscript. R.D., N.H. and T.Y. completed participants’ recruitment and follow-up. R.D. wrote the original draft. H.N., T.Y. and K.H. helped perform the analysis with constructive discussions. H.C. and C.C. collected samples and did quality control. All authors revised the report and approved the final version before submission.

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Correspondence to Ting Yang or Chen Wang.

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The study protocol was approved by the Ethics Committee of the China–Japan Friendship Hospital (2017-19). Written informed consent was obtained from each participant.

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Duan, R., Niu, H., Yu, T. et al. Adverse effects of short-term personal exposure to fine particulate matter on the lung function of patients with chronic obstructive pulmonary disease and asthma: a longitudinal panel study in Bei**g, China. Environ Sci Pollut Res 28, 47463–47473 (2021). https://doi.org/10.1007/s11356-021-13811-y

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