Impact of air pollution on hospital admissions with a focus on respiratory diseases: a time-series multi-city analysis.


Journal

Environmental science and pollution research international
ISSN: 1614-7499
Titre abrégé: Environ Sci Pollut Res Int
Pays: Germany
ID NLM: 9441769

Informations de publication

Date de publication:
Jun 2019
Historique:
received: 15 01 2019
accepted: 04 03 2019
pubmed: 1 4 2019
medline: 3 8 2019
entrez: 1 4 2019
Statut: ppublish

Résumé

Together with the growing availability of data from electronic records from healthcare providers and healthcare systems, an assessment of associations between different environmental parameters (e.g., pollution levels and meteorological data) and hospitalizations, morbidity, and mortality has become possible. This study aimed to assess the association of air pollution and hospitalizations using a large database comprising almost all hospitalizations in Poland. This time-series analysis has been conducted in five cities in Poland (Warsaw, Białystok, Bielsko-Biała, Kraków, Gdańsk) over a period of almost 4 years (2014-2017, 1255 days), covering more than 20 million of hospitalizations. The hospitalizations have been extracted from the National Health Fund registries as daily summaries. Correlation analysis and distributed lag nonlinear models have been used to investigate for statistically relevant associations of air pollutants on hospitalizations, trying by various methods to minimize potential bias from atmospheric parameters, days of the week, bank holidays, etc. A statistically significant increase of respiratory disease hospitalizations has been detected after peaks of particulate matter concentrations (particularly PM

Identifiants

pubmed: 30929168
doi: 10.1007/s11356-019-04781-3
pii: 10.1007/s11356-019-04781-3
pmc: PMC6546668
doi:

Substances chimiques

Air Pollutants 0
Particulate Matter 0

Types de publication

Journal Article

Langues

eng

Pagination

16998-17009

Commentaires et corrections

Type : ErratumIn

Références

Air Quality Standards; Directive 2008/50/EC of the European Parliament and of the Council of 21 May 2008 on ambient air quality and cleaner air for Europe; https://eur-lex.europa.eu/LexUriServ/LexUriServ.do?uri=OJ:L:2008:152:0001:0044:EN:PDF ; (Accessed: 5.12.2018)
Almon lag model (2018) https://www.le.ac.uk/users/dsgp1/COURSES/TOPICS/Almonlag.pdf (Accessed 18.2.2018)
Almon S (1965) The distributed lag between capital appropriations and expenditures. Econometrica 33:178196 https://kupdf.net/queue/shirley-almon-1965-the-distributed-lag-between-capital-appropriations-and-expenditures_5a1a5abbe2b6f586469e00b4_pdf?queue_id=-1&x=1544022277&z=MjEzLjIwOC4yNDYuNTI = (Accessed 5.12.2018)
doi: 10.2307/1911894
Analitis A, Katsouyanni K, Dimakopoulou K, Samoli E, Nikoloulopoulos AK, Petasakis Y, Touloumi G, Schwartz J, Anderson HR, Cambra K, Forastiere F, Zmirou D, Vonk JM, Clancy L, Kriz B, Bobvos J, Pekkanen J (2006) Short-term effects of ambient particles on cardiovascular and respiratory mortality. Epidemiology. 17(2):230–233. https://doi.org/10.1097/01.ede.0000199439.57655.6b
doi: 10.1097/01.ede.0000199439.57655.6b
Arbex MA, de Paula Santos U, Martins LC, Saldiva PH, Pereira LA, Braga AL (2012) Air pollution and the respiratory system. J Bras Pneumol 38(5):643–655. https://doi.org/10.1590/S1806-37132012000500015
doi: 10.1590/S1806-37132012000500015
Bell ML, Davis DL, Fletcher T (2004) A retrospective assessment of mortality from the London smog episode of 1952: the role of influenza and pollution. Environ Health Perspect 112(1):6–8. https://doi.org/10.1289/ehp.6539
doi: 10.1289/ehp.6539
Bell ML, Davis DL (2001) Reassessment of the lethal London fog of 1952: Novel indicators of acute and chronic consequences of acute exposure to air pollution. Environ Health Perspect 109(Suppl 3):389–394. https://doi.org/10.1289/ehp.01109s3389
doi: 10.1289/ehp.01109s3389
Bernstein JA, Alexis N, Barnes C, Bernstein IL, Bernstein JA, Nel A, Peden D, Diaz-Sanchez D, Tarlo SM, Williams PB (2004) Health effects of air pollution. J Allergy Clin Immunol 114(5):1116–1123. https://doi.org/10.1016/j.jaci.2004.08.030
doi: 10.1016/j.jaci.2004.08.030
Brunekreef B, Holgate ST (2002) Air pollution and health. Lancet. 360(9341):1233–1242. https://doi.org/10.1016/S0140-6736(02)11274-8
doi: 10.1016/S0140-6736(02)11274-8
Cerezo Hernández A, Ruiz Albi T, Crespo Sedano A, Álvarez González D, López Izquierdo R, Gómez García A, Fernández NA, López Represa C, del Campo Matías F (2018) Influence of air pollution on the number of hospital admissions in a pneumology service. Eur Respir J 52:PA5076. https://doi.org/10.1183/13993003.congress-2018.PA5076
doi: 10.1183/13993003.congress-2018.PA5076
Chan EY, Goggins WB, Yue JS, Lee P (2013) Hospital admissions as a function of temperature, other weather phenomena and pollution levels in an urban setting in China. Bull World Health Organ 91(8):576–584. https://doi.org/10.2471/BLT.12.113035
doi: 10.2471/BLT.12.113035
Chauhan AJ, Johnston SL (2003) Air pollution ; and infection in respiratory illness. Br Med Bull 68(1):95–112. https://doi.org/10.1093/bmb/ldg022
doi: 10.1093/bmb/ldg022
Dąbrowiecki P, Czechowski PO, Owczarek T, Chciałowski A, Badyda A (2018) Respiratory diseases admissions due to the smog episode in Warsaw in January 2017. Eur Respir J 52:PA4491. https://doi.org/10.1183/13993003.congress-2018.PA4491
doi: 10.1183/13993003.congress-2018.PA4491
De Pablo Dávila F, Soriano Rivas L, Sánchez Llorente JM (2013) Effects of weather types on hospital admissions for respiratory diseases in Castilla-La Mancha Spain. Atmósfera 26(1):95–107. https://doi.org/10.1016/S0187-6236(13)71064-6
doi: 10.1016/S0187-6236(13)71064-6
de Souza A, Guo Y, Pavão HG, Fernandes WA (2014) Effects of air pollution on disease respiratory: structures lag. Health 6:1333–1339. https://doi.org/10.4236/health.2014.612163
doi: 10.4236/health.2014.612163
Esposito S, Tenconi R, Lelii M, Preti V, Nazzari E, Consolo S, Patria MF (2014) Possible molecular mechanisms linking air pollution and asthma in children. BMC Pulm Med 14(31). https://doi.org/10.1186/1471-2466-14-31
Fang X (2018) From Institute of Environmental Medicine Karolinska Institutet Stockholm, Sweden, Use of novel statistical methods in assessing particulate air pollution and evaluating its association with mortality in China Stockholm – Thesis for PhD Degree; https://openarchive.ki.se/xmlui/handle/10616/46343 , (Accessed 5.12.2018)
Faryar KA (2013) The effects of weekday, season, federal holidays, and severe weather conditions on emergency department volume in Montgomery County, Ohio; Wright State University, Dayton, Ohio; https://corescholar.libraries.wright.edu/cgi/viewcontent.cgi?article=1094&context=mph ; (Accessed on 5.12.2018)
Gasparrini A, Armstrong B, Kenward MG (2010) Distributed lag non-linear models. Stat Med 29:2224–2234. https://doi.org/10.1002/sim.3940
doi: 10.1002/sim.3940
Gasparrini A, Armstrong B, Kenward MG (2012) Multivariate meta-analysis for non-linear and other multi-parameter associations. Stat Med 31:3821–3839. https://doi.org/10.1002/sim.5471
doi: 10.1002/sim.5471
Haluszka J, Pisiewicz K, Miczynski J, Roemer W, & Tomalak W. (1998) Air pollution and respiratory health in children: the PEACE panel study in Krakow, Poland; European Respiratory Review 8 52; - ISSN 0905-9180 - p. 94 - 100
Heil A, Goldammer J (2001) Smoke-haze pollution: a review of the 1997 episode in Southeast Asia. J Reg Environ Chang 2:24–37. https://doi.org/10.1007/s101130100021
doi: 10.1007/s101130100021
Hime NJ, Guy B, Marks GB, Cowie CT (2018) Review: a comparison of the health effects of ambient particulate matter air pollution from five emission sources. Int J Environ Res Public Health 15:1206. https://doi.org/10.3390/ijerph15061206 www.mdpi.com/journal/ijerph
doi: 10.3390/ijerph15061206
Kampa M, Castanas E (2008) Human health effects of air pollution. Environ Pollut 151(2):362–367. https://doi.org/10.1016/j.envpol.2007.06.012
doi: 10.1016/j.envpol.2007.06.012
Katsouyanni K, Touloumi G, Spix C, Schwartz J, Balducci F, Medina S, Rossi G, Wojtyniak B, Sunyer J, Bacharova L, Schouten JP, Ponka A, Anderson HR (1997) Short-term effects of ambient sulphur dioxide and particulate matter on mortality in 12 European cities: results from time series data from the APHEA project. Br Med J 314:1658–1663
doi: 10.1136/bmj.314.7095.1658
Katsouyanni K, Schwartz J, Spix C, Touloumi G, Zmirou D, Zanobetti A, Wojtyniak B, Vonk JM, Tobias A, Pönkä A, Medina S, Bachárová L, Anderson HR (1996) Short term effects of air pollution on health: a European approach using epidemiologic time series data: the APHEA protocol. J Epidemiol Community Health 50(Suppl 1):S12–S18
doi: 10.1136/jech.50.Suppl_1.S12
Kim D, Chen Z, Zhou L-F, Huang S-X (2018) Air pollutants and early origins of respiratory diseases. Chronic Diseases and Translational Medicine 4:75e94–75e94. https://doi.org/10.1016/j.cdtm.2018.03.003
doi: 10.1016/j.cdtm.2018.03.003
Lall R, Ito K, Thurston GD (2011) Distributed lag analyses of daily hospital admissions and source-apportioned fine particle air pollution. Environ Health Perspect 119(4):455–460. https://doi.org/10.1289/ehp.1002638
Lu Y, Zeger SL (2007) On the equivalence of case-crossover and time series methods in environmental epidemiology. Biostatistics 8(2):337–344. https://doi.org/10.1093/biostatistics/kxl013 Advance Access publication on June 29, 2006
doi: 10.1093/biostatistics/kxl013
Moore E, Chatzidiakou L, Kuku M-O, Jones RL, Smeeth L, Beevers S, Kelly FJ, Barratt B, Quint JK (2016) Global associations between air pollutants and chronic obstructive pulmonary disease hospitalizations—a systematic review. Ann Am Thorac Soc 13(10):1814–1827. https://doi.org/10.1513/AnnalsATS.201601-064OC
doi: 10.1513/AnnalsATS.201601-064OC
Nabrdalic M, Samora M. (2018) Smotherd by smog, Polish cities rank among Europe’s dirtiest; Article on New York Times April 22, https://www.nytimes.com/2018/04/22/world/europe/poland-pollution.html ; (Accessed 5.12.2018)
Niepsuj G, Niepsuj K, Nieroda-Muller A, Rauer R, Krzywiecki A, Borowska M, Hlawiczka S, Brunekreef (1998) Air pollution and respiratory health of children: the PEACE panel study in Katowice, Poland. Eur Respir Rev 8(52):86–93 Ref ID: 480
Polezer G, Tadano YS, Siqueira HV, Godoi AFL, Yamamoto CI, de André PA, Pauliquevis T, Andrade MF, Oliveira A, Saldiva PHN, Taylor PE, Godoi RHM (2018) Assessing the impact of PM2.5 on respiratory disease using artificial neural networks. Environ Pollut 235:394–403. https://doi.org/10.1016/j.envpol.2017.12.111
doi: 10.1016/j.envpol.2017.12.111
Pac R, Majewska P, Gorynski (2013) Asthma-related hospital morbidity in relation to air pollution in Malopolska region, Poland. Eur J Pub Health 23(suppl_1):ckt123.128. https://doi.org/10.1093/eurpub/ckt123.128
doi: 10.1093/eurpub/ckt123.128
Samoli E, Schwartz J, Wojtyniak B, Touloumi G, Spix C, Balducci F, Medina S, Rossi G, Sunyer J, Bacharova L, Anderson HR, Katsouyanni K (2001) Investigating regional differences in short-term effects of air pollution on daily mortality in the APHEA project: a sensitivity analysis for controlling long-term trends and seasonality. Environ Health Perspect 109(4):349–353. https://doi.org/10.1289/ehp.01109349
doi: 10.1289/ehp.01109349
Sinclair AH, Tolsma D (2004) Associations and lags between air pollution and acute respiratory visits in an ambulatory care setting: 25-month results from the aerosol research and inhalation epidemiological study. J Air Waste Manage Assoc 54(9):1212–1218
doi: 10.1080/10473289.2004.10470979
Sinclair AH, Edgerton ES, Wyzga R, Tolsma D (2010) A two-time-period comparison of the effects of ambient air pollution on outpatient visits for acute respiratory illnesses. J Air Waste Manage Assoc 60:163–175. https://doi.org/10.3155/1047-3289.60.2.163
doi: 10.3155/1047-3289.60.2.163
Statistica (2018) http://documentation.statsoft.com/STATISTICAHelp.aspx?path=TimeSeries/TimeSeries/Examples/Example7DistributedLagsAnalysis (downloaded 18.2.2018)
Stieb DM, Szyszkowicz M, Rowe BH, Leech JA (2009) Air pollution and emergency department visits for cardiac and respiratory conditions: a multi-city time-series analysis. Environ Health 10(8):25. https://doi.org/10.1186/1476-069X-8-25
doi: 10.1186/1476-069X-8-25
Sun Y, Heng BH, Seow YT, Seow E (2009) Forecasting daily attendances at an emergency department to aid resource planning. BMC Emerg Med 9:1. https://doi.org/10.1186/1471-227X-9-1.
doi: 10.1186/1471-227X-9-1.
Szafraniec-Burylo SI, Sliwczynski A, Tyszko P, Prusaczyk A, Zuk P, Foryszewska-Witan E, Prusaczyk AS, Guzek M, Wlodarczyk T, Orlewska E (2016) The implementation of integrated care for cardiovascular diseases in Poland. Int J Integr Care 16(6):A368. https://doi.org/10.5334/ijic.2916
doi: 10.5334/ijic.2916
Tai CC, Lee CC, Shih CL, Chen SC (2007) Effects of ambient temperature on volume, specialty composition and triage levels of emergency department visits. Emerg Med J 24:641–644 (2006). https://doi.org/10.1136/emj.2006.045310
doi: 10.1136/emj.2006.045310
Taj T, Malmqvist E, Stroh E, Oudin Åström D, Jakobsson K, Oudin A (2017) Short-term associations between air pollution concentrations and respiratory health-comparing primary health care visits, hospital admissions, and emergency department visits in a multi-municipality study. Int J Environ Res Public Health 14(6):E587. https://doi.org/10.3390/ijerph14060587
doi: 10.3390/ijerph14060587
Tian Y, Xiang X, Wu Y, Cao Y, Song J, Sun K, Liu H, Hu Y (2017) Fine particulate air pollution and first hospital admissions for ischemic stroke in Beijing, China. Sci Rep 7(1):3897. https://doi.org/10.1038/s41598-017-04312-5
Vahedian M, Khanjani N, Mirzaee M, Koolivand A (2017) Associations of short-term exposure to air pollution with respiratory hospital admissions in Arak, Iran. J Environ Health Sci Eng 15:17. https://doi.org/10.1186/s40201-017-0277-z
doi: 10.1186/s40201-017-0277-z
WHO Air Quality (2005) - WHO Air quality guidelines for particulate matter, ozone, nitrogen dioxide and sulfur dioxide Global update; http://apps.who.int/iris/bitstream/handle/10665/69477/WHO_SDE_PHE_OEH_06.02_eng.pdf;jsessionid=125EFA27E84FCF18E7F0A27EDD531C8F?sequence=1 (Accessed 6.12.2018)
WHO REVIHAAP - Review of evidence on health aspects of air pollution – REVIHAAP project: final technical report; WHO/Europe, 2013 http://www.euro.who.int/__data/assets/pdf_file/0004/193108/REVIHAAP-Final-technical-report.pdf , (Accessed 6.12.2018)
Zhang Y, Peng L, Kan H, Xu J, Chen R, Liu Y, Wang W (2014) Effects of meteorological factors on daily hospital admissions for asthma in adults: a time-series analysis. PLoS One 9(7):e102475. https://doi.org/10.1371/journal.pone.0102475
doi: 10.1371/journal.pone.0102475
Zhang YL, Zhang H, Yi JP, Zhang JJ, Dai XR et al (2018) Effect of air pollution on hospital admissions of respiratory, dermatological, ophthalmic diseases in a coastal city, China. Glob Environ Health Saf 2(1):2 http://www.imedpub.com/articles/effect-of-air-pollution-on-hospital-admissions-of-respiratory-dermatological-ophthalmic-diseases-in-a-coastal-city-china.pdf , (Accessed 5.12.2018)
Zheng X-Y, Ding H, Jiang L-N, Chen S-W, Zheng J-P, Qiu M, Zhou Y-X, Chen Q, Guan W-J (2015) Association between air pollutants and asthma emergency room visits and hospital admissions in time series studies: a systematic review and meta-analysis. PLoS One 18:e0138146. https://doi.org/10.1371/journal.pone.0138146
doi: 10.1371/journal.pone.0138146
Zmirou D, Schwartz J, Saez M, Zanobetti A, Wojtyniak B, Touloumi G, Spix C, Ponce de Leon A, Moullec Y, Bacharova L et al (1998) Time-series analysis of air pollution and cause specific mortality: a quantitative summary in Europe (APHEA study). Epidemiology 9:495–503
doi: 10.1097/00001648-199809000-00005

Auteurs

Alessandro Slama (A)

Central Clinical Hospital MSWiA in Warsaw, Wołoska 137, 02-507, Warsaw, Poland.

Andrzej Śliwczyński (A)

University of Humanities and Economics in Łodz, Satellite Campus in Warsaw, ul. Wolność 2a, 01-018, Warsaw, Poland.

Jolanta Woźnica (J)

Chancellery of the Prime Minister of Poland, al. Ujazdowskie 1/3, 00-001, Warsaw, Poland.

Maciej Zdrolik (M)

Chancellery of the Prime Minister of Poland, al. Ujazdowskie 1/3, 00-001, Warsaw, Poland.

Bartłomiej Wiśnicki (B)

Chancellery of the Prime Minister of Poland, al. Ujazdowskie 1/3, 00-001, Warsaw, Poland.

Jakub Kubajek (J)

Chancellery of the Prime Minister of Poland, al. Ujazdowskie 1/3, 00-001, Warsaw, Poland.

Olga Turżańska-Wieczorek (O)

Chancellery of the Prime Minister of Poland, al. Ujazdowskie 1/3, 00-001, Warsaw, Poland.

Dariusz Gozdowski (D)

Warsaw University of Life Sciences, Nowoursynowska 166, 02-787, Warsaw, Poland.

Waldemar Wierzba (W)

University of Humanities and Economics in Łodz, Satellite Campus in Warsaw, ul. Wolność 2a, 01-018, Warsaw, Poland.

Edward Franek (E)

Central Clinical Hospital MSWiA in Warsaw, Wołoska 137, 02-507, Warsaw, Poland. edward.franek@cskmswia.pl.
Mossakowski Clinical Research Centre, Polish Academy of Sciences, Pawinskiego 5, 02-106 Warsaw, Poland. edward.franek@cskmswia.pl.

Articles similaires

[Redispensing of expensive oral anticancer medicines: a practical application].

Lisanne N van Merendonk, Kübra Akgöl, Bastiaan Nuijen
1.00
Humans Antineoplastic Agents Administration, Oral Drug Costs Counterfeit Drugs

Smoking Cessation and Incident Cardiovascular Disease.

Jun Hwan Cho, Seung Yong Shin, Hoseob Kim et al.
1.00
Humans Male Smoking Cessation Cardiovascular Diseases Female
Humans United States Aged Cross-Sectional Studies Medicare Part C
1.00
Humans Yoga Low Back Pain Female Male

Classifications MeSH