Abstract
The association of asthma health outcome and air pollution has been widely investigated. Meanwhile, from a macro perspective, it cannot be ignored the enormous pressure on regional medical services resulting from a large number of hospitalization needs after the exposure to air pollution. This study is aimed at assessing the admission risk and excessive burden attributable to ambient air pollution in different unspecified asthma groups. We analyzed 6,663 medical claims of unspecified asthma patients from different levels of hospitals, air pollution, and meteorological conditions in Chengdu of China during 2014. The distinct impacts of air pollution on hospital admissions stratified by gender and age were revealed. When air pollution attacks, female patients and young and middle-aged patients (≤65) are more vulnerable to PM10 and SO2. In contrast to patients suffering from asthmatic bronchitis, the patients suffering from bronchial asthma are more susceptible to air pollution. And the percentage changes of admissions attributable to PM2.5, PM10, and SO2 reached by 1.046 (95%CI: 1.0088, 1.0846), 1.0419 (95%CI: 1.0117, 1.073), and 1.4049 (95%CI: 1.1011, 1.7925). Based on the WHO’s air quality standards, the excessive admission burden of unspecified asthma due to overexposure to PM2.5, PM10, and SO2 were estimated by 15.42% (95%CI: 1.81%, 25.92%), 20.50% (95%CI: 6.80%, 30.92%), and 10.13% (95%CI: 1.67%, 14.96%), respectively. It is concluded that female patients and young and middle-aged patients suffering from bronchial asthma are susceptible to PM10, PM2.5, and SO2, causing the excessive admission burden in Chengdu of China.
Similar content being viewed by others
References
Anandan, C. , ., U. Nurmatov, O C P Schayck Van, and A. Sheikh. 2010. Is the prevalence of asthma declining? Systematic review of epidemiological studies Allegy, 65: 152.
Bouazza, N, F Foissac, S Urien, R Guedj, R Carbajal, J. M. Tréluyer, and H Chappuy. 2017. 'Fine particulate pollution and asthma exacerbations' J Arch Dis Child 103: 828 https://doi.org/10.1136/archdischild-2017-312826.
Brunekreef B (2007) Health effects of air pollution observed in cohort studies in Europe. J Exposure Sci Environ Epidemiol 17:S61–S65
Chanel O, Perez L, Kunzli N, Medina S, Grp A (2016) The hidden economic burden of air pollution-related morbidity: evidence from the Aphekom project. Eur J Health Econ 17:1101–1115
Chen YZ, Wang HY, Wang HJ, Yi MA, Shuo LI, Zhao J, Zhong NS, Huang YJ, Huo TH (2010) Prevalence of respiratory and atopic disorders in Chinese school children. J Chin Tuberc Respir Dis 31:1225–1231
Chen ZH, Wang PL, Shen HH (2013) Asthma research in China: a five-year review. Respirology 18:10–19
Dick, S., A. Friend, K. Dynes, F. AlKandari, E. Doust, H. Cowie, J. G. Ayres, and S. W. Turner. 2014. 'A systematic review of associations between environmental exposures and development of asthma in children aged up to 9 years', Bmj Open, 4.
Dominguez-Ortega J, Phillips-Angles E, Barranco P, Quirce S (2015) Cost-effectiveness of asthma therapy: a comprehensive review. J Asthma 52:529–537
Gebrehiwot TT, Lopez AD (2017) GBD 2015 Chronic Respiratory Disease Collaborators. Global, regional, and national deaths, prevalence, disability-adjusted life years, and years lived with disability for chronic obstructive pulmonary disease and asthma, 1990-2015: a systematic analysis for the Global Burden of Disease Study 2015 (vol 5, pg 691, 2017). Lancet Respir Med 5:E30–E30
Gehring U, Wijga AH, Hoek G, Bellander T, Berdel D, Bruske I, Fuertes E, Gruzieva O, Heinrich J, Hoffmann B, de Jongste JC, Klumper C, Koppelman GH, Korek M, Kramer U, Maier D, Melen E, Pershagen G, Postma DS, Standl M, von Berg A, Anto JM, Bousquet J, Keil T, Smit HA, Brunekreef B (2015) Exposure to air pollution and development of asthma and rhinoconjunctivitis throughout childhood and adolescence: a population-based birth cohort study. Lancet Respir Med 3:933–942
Gowers AM, Paul C, Ayres JG, Ross AH, Strachan DP, Holgate ST, Mills IC, Maynard RL (2012) Does outdoor air pollution induce new cases of asthma? Biological plausibility and evidence; a review. Respirology 17:887–898
Guan WJ, Zheng XY, Chung KF, Zhong NS (2016) Impact of air pollution on the burden of chronic respiratory diseases in China: time for urgent action. Lancet 388:1939–1951
Hay SI, Jayaraman SP, Truelsen T, Sorensen RJD, Millear A, Giussani G, Beghi E (2017) GBD 2015 Disease and Injury Incidence and Prevalence Collaborators. Global, regional, and national incidence, prevalence, and years lived with disability for 310 diseases and injuries, 1990-2015: a systematic analysis for the Global Burden of Disease Study 2015 (vol 388, pg 1545, 2016). Lancet 389:E1–E1
He, M. K. Z., X. G. Zeng, K. Y. Zhang, and P. L. Kinney. 2017. 'Fine particulate matter concentrations in urban Chinese cities, 2005-2016: a systematic review', Int J Environ Res Public Health, 14.
Hernandez, M. L., R. Dhingra, A. J. Burbank, K. Todoric, C. Loughlin, M. Frye, K. E. Duncan, C. Robinette, K. H. Mills, R. Devlin, D. B. Peden, and D. D. Sanchez. 2018. 'Impact of asthma control on susceptibility to ambient air pollution among African American teens with asthma', J Allergy Clin Immunol, 141: Ab98-Ab98.
Kwon JW, Han YJ, Oh MK, Lee CR, Han SS, Lee SJ, Kim WJ (2013) An analysis of asthma exacerbations and weather conditions in Chuncheon. J Allergy Clin Immunol 131:Ab162–AAb62
Lallukka T, Millear A, Pain A, Cortinovis M, Giussani G (2017) GBD 2015 Mortality and Causes of Death Collaborators. Global, regional, and national life expectancy, all-cause mortality, and cause-specifi c mortality for 249 causes of death, 1980-2015: a systematic analysis for the Global Burden of Disease Study 2015 (vol 388, pg 1459, 2016). Lancet 389:E1–E1
Lin HC, Cho SH, Ghoshal AG, Muttalif ARB, Thanaviratananich S, Bagga S, Faruqi R, Sajjan S, Cahill CL, Hamrosi KK, Wang DY (2016) Respiratory diseases and the impact of cough in Taiwan Results from the APBORD observational study. Medicine 95
Liu D, Mariman R, Gerlofs-Nijland ME, Boere JF, Folkerts G, Cassee FR, Pinelli E (2019) Microbiome composition of airborne particulate matter from livestock farms and their effect on innate immune receptors and cells. Sci Total Environ 688:1298–1307
Luo, Jaiying, Zhao Yong Zhang, Jia Jun Guo, Hao Yu, Xu Fei Wang, and Song Quan Long. 2017. 'Impact of air pollution on bronchial asthma'.
Makra L, Tombacz S, Eotvos T, Kadocsa E (2009) Weather and pollutants related incidence of asthma and rhinitis. Epidemiology 20:S97–S98
Nhung NTT, Schindler C, Dien TM, Probst-Hensch N, Perez L, Kunzli N (2018) Acute effects of ambient air pollution on lower respiratory infections in Hanoi children: an eight-year time series study (vol 110, pg 139, 2018). Environ Int 119:240–240
Nishimura KK, Galanter JM, Roth LA, Oh SS, Thakur N, Nguyen EA, Thyne S, Farber HJ, Serebrisky D, Kumar R, Brigino-Buenaventura E, Davis A, LeNoir MA, Meade K, Rodriguez-Cintron W, Avila PC, Borrell LN, Bibbins-Domingo K, Rodriguez-Santana JR, Sen S, Lurmann F, Balmes JR, Burchard EG (2013) Early-life air pollution and asthma risk in minority children The GALA II and SAGE II Studies. Am J Respir Crit Care Med 188:309–318
Oberdörster G, Sharp Z, Atudorei V, Elder A, Gelein R, Kreyling W, Cox C (2004) Translocation of inhaled ultrafine particles to the brain. J Inhalation Toxicol 16:437–445
Peng RD, Dominici F, Louis TA (2006) Model choice in time series studies of air pollution and mortality. J Royal Stat Soc Series A Stat Soc 169:179–198
Qiu H, Yu ITS, Wang X, Tian L, Tse LA, Wong TW (2013) Season and humidity dependence of the effects of air pollution on COPD hospitalizations in Hong Kong. Atmos Environ 76:74–80
Ribon A, Glasser M, Sudhivoraseth N (1972) Bronchial asthma in children and its occurrence in relation to weather and air pollution. J Ann Allergy 30:276–281
Rossi OVJ, Kinnula VL, Tienari J, Huhti E (1993) Association of severe asthma attacks with weather, pollen, and air-pollutants. Thorax 48:244–248
Ruffoni S, Passalacqua G, Ricciardolo F, Furgani A, Negrini AC, De Amici M, Ciprandi G (2013) A 10-year survey on asthma exacerbations: relationships among emergency medicine calls, pollens, weather, and air pollution. Revue Francaise D Allergologie 53:569–575
Saez M, Lertxundi A, Biggeri A, Baccini M (2007) Parametric and semi-parametric approaches in the analysis of short-term effects of air pollution on health. J Comput Stat Data Anal 51:4324–4336
Schachter EN, Moshier E, Habre R, Rohr A, Godbold J, Nath A, Grunin A, Coull B, Koutrakis P, Kattan M (2015) Outdoor air pollution and health effects in urban children with moderate to severe asthma. Air Qual Atmos Health 9:251–263
Schwartz J (1999) Air pollution and hospital admissions for heart disease in eight U.S. counties. J Epidemiol 10:17–22
Schwartz DA (2002) TLR4 and LPS hyporesponsiveness in humans. J Int J Hyg Environ Health 205:221–227
Shmool JLC, Kinnee E, Sheffield PE, Clougherty JE (2016) Spatio-temporal ozone variation in a case-crossover analysis of childhood asthma hospital visits in New York City. Environ Res 147:108–114
Skobeloff EM, Spivey WH, Stclair SS, Schoffstall JM (1992) The influence of age and sex on asthma admissions. Jama 268:3437–3440
Thanaviratananich S, Cho SH, Ghoshal AG, Muttalif ARB, Lin HC, Pothirat C, Chuaychoo B, Aeumjaturapat S, Bagga S, Faruqi R, Sajjan S, Baidya S, Wang DY (2016) Burden of respiratory disease in Thailand: results from the APBORD observational study. Medicine 95:e4090
Vardoulakis S, Osborne N (2018) Air pollution and asthma. Arch Dis Child 103:813–814
Verbeke T (2007) Generalized additive models: an introduction with R by S. N. Wood. J Pub Am Stat Assoc 102:760–761
Wood SN (2010) Low-rank scale-invariant tensor product smooths for generalized additive mixed models. J Biometrics 62:1025–1036
Yamazaki S, Shima M, Yoda Y, Oka K, Kurosaka F, Shimizu S, Takahashi H, Nakatani Y, Nishikawa J, Fujiwara K, Mizumori Y, Mogami A, Yamada T, Yamamoto N (2013) Association of ambient air pollution and meteorological factors with primary care visits at night due to asthma attack. Environ Health Prev Med 18:401–406
Yoo KH, Ahn HR, Park JK, Kim JW, Nam GH, Hong SK, Kim MJ, Ghoshal AG, Muttalif ARB, Lin HC, Thanaviratananich S, Bagga S, Faruqi R, Sajjan S, Baidya S, Wang DY, Cho SH (2016) Burden of respiratory sisease in Korea: an observational study on allergic rhinitis, asthma, COPD, and rhinosinusitis. Allergy, Asthma Immunol Res 8:527–534
Yoshihara S, Munkhbayarlakh S, Makino S, Ito C, Logii N, Dashdemberel S, Sagara H, Fukuda T, Arisaka O (2016) Prevalence of childhood asthma in Ulaanbaatar, Mongolia in 2009. Allergol Int 65:62–67
Zhao, J., J. A. Bai, K. L. Shen, L. Xiang, S. Huang, A. H. Chen, Y. Huang, J. S. Wang, and R. W. Ye. 2010. 'Self-reported prevalence of childhood allergic diseases in three cities of China: a multicenter study', Bmc Public Health, 10.
Acknowledgments
The authors would like to thank these cooperative institutes for providing medical insurance data, air pollution data, and meteorological data. And we would like to thank the editors and anonymous reviewers for their insightful and constructive comments.
Funding
This research was supported in part by the National Natural Science Foundation of China (Grant No. 71532007, Grant No. 71131006, and Grant No. 71172197).
Author information
Authors and Affiliations
Corresponding author
Ethics declarations
Conflict of interest
The authors declare no competing interests.
Additional information
Publisher’s note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Supplementary Information
ESM 1
(DOCX 217 kb)
Rights and permissions
About this article
Cite this article
Yong, Z., Luo, L., Li, C. et al. Excessive admission burden of unspecified asthma attributable to air pollution: an evidence from Chengdu in China. Air Qual Atmos Health 14, 1133–1147 (2021). https://doi.org/10.1007/s11869-021-00997-w
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s11869-021-00997-w