Short-term effects of particulate matter on cardiovascular morbidity in Italy: a national analysis

We aimed at investigating the relationship between particulate matter (PM) and daily admissions for cardiovascular diseases (CVDs) at national level in Italy. Daily numbers of cardiovascular hospitalizations were collected for all 8084 municipalities of Italy, in the period 2013-2015. A satellite-ba...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Veröffentlicht in:European journal of preventive cardiology 2022-05, Vol.29 (8), p.1202-1211
Hauptverfasser: Stafoggia, Massimo, Renzi, Matteo, Forastiere, Francesco, Ljungman, Petter, Davoli, Marina, De' Donato, Francesca, Gariazzo, Claudio, Michelozzi, Paola, Scortichini, Matteo, Solimini, Angelo, Viegi, Giovanni, Bellander, Tom
Format: Artikel
Sprache:eng
Schlagworte:
Online-Zugang:Volltext
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
container_end_page 1211
container_issue 8
container_start_page 1202
container_title European journal of preventive cardiology
container_volume 29
creator Stafoggia, Massimo
Renzi, Matteo
Forastiere, Francesco
Ljungman, Petter
Davoli, Marina
De' Donato, Francesca
Gariazzo, Claudio
Michelozzi, Paola
Scortichini, Matteo
Solimini, Angelo
Viegi, Giovanni
Bellander, Tom
description We aimed at investigating the relationship between particulate matter (PM) and daily admissions for cardiovascular diseases (CVDs) at national level in Italy. Daily numbers of cardiovascular hospitalizations were collected for all 8084 municipalities of Italy, in the period 2013-2015. A satellite-based spatiotemporal model was used to estimate daily PM10 (inhalable particles) and PM2.5 (fine particles) concentrations at 1-km2 resolution. Multivariate Poisson regression models were fit to estimate the association between daily PM and cardiovascular admissions. Flexible functions were estimated to explore the shape of the associations at low PM concentrations, also in non-urban areas. We analysed 2 154 810 acute hospitalizations for CVDs (25% stroke, 24% ischaemic heart diseases, 22% heart failure, and 5% atrial fibrillation). Relative increases of total cardiovascular admissions, per 10 µg/m3 variation in PM10 and PM2.5 at lag 0-5 (average of last 6 days since admission), were 0.55% (95% confidence intervals: 0.32%, 0.77%) and 0.97% (0.67%, 1.27%), respectively. The corresponding estimates for heart failure were 1.70% (1.28%, 2.13%) and 2.66% (2.09%, 3.23%). We estimated significant effects of PM10 and PM2.5 also on ischaemic heart diseases, myocardial infarction, atrial fibrillation, and ischaemic stroke. Associations were similar between less and more urbanized areas, and persisted even at low concentrations, e.g. below WHO guidelines. PM was robustly associated with peaks in daily cardiovascular admissions, especially for heart failure, both in large cities and in less urbanized areas of Italy. Current WHO Air Quality Guidelines for PM10 and PM2.5 are not sufficient to protect public health.
doi_str_mv 10.1093/eurjpc/zwaa084
format Article
fullrecord <record><control><sourceid>pubmed_swepu</sourceid><recordid>TN_cdi_swepub_primary_oai_swepub_ki_se_462452</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sourcerecordid>33913491</sourcerecordid><originalsourceid>FETCH-LOGICAL-c423t-32ab00fe49776669d2edc8eba930a10eb1a7dd55fc34ec839563992ffdcf17d93</originalsourceid><addsrcrecordid>eNp1kclKBDEQhoMozqBePUpeoGey9RJvIm4geFDPTXUWjHZ3miSjjE9vZBZP1qGqqPq_ouBH6JySBSWSL80qvE9q-f0FQBpxgOaMiLoQTUMP933NZ-gsxneSoyKMNc0xmnEuKReSzlH3_OZDKpIJAzbWGpUi9hZPEJJTqx6SwQOkvMZ-xAqCdv4T4u8m4MGHzmmX1tiN-CFBv77EgEdIzo_QY8hpHV08RUcW-mjOtvUEvd7evFzfF49Pdw_XV4-FEoyngjPoCLFGyLquqkpqZrRqTAeSE6DEdBRqrcvSKi6MargsKy4ls1YrS2st-QkqNnfjl5lWXTsFN0BYtx5cux195M60omKiZFkv_9VPwes_aAfS_JvktCSZXWxYFXyMwdg9TUn760278abdepOBiw2QLw5G7-U7J_gPeEaQtw</addsrcrecordid><sourcetype>Open Access Repository</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype></control><display><type>article</type><title>Short-term effects of particulate matter on cardiovascular morbidity in Italy: a national analysis</title><source>SWEPUB Freely available online</source><source>Oxford University Press Journals All Titles (1996-Current)</source><creator>Stafoggia, Massimo ; Renzi, Matteo ; Forastiere, Francesco ; Ljungman, Petter ; Davoli, Marina ; De' Donato, Francesca ; Gariazzo, Claudio ; Michelozzi, Paola ; Scortichini, Matteo ; Solimini, Angelo ; Viegi, Giovanni ; Bellander, Tom</creator><creatorcontrib>Stafoggia, Massimo ; Renzi, Matteo ; Forastiere, Francesco ; Ljungman, Petter ; Davoli, Marina ; De' Donato, Francesca ; Gariazzo, Claudio ; Michelozzi, Paola ; Scortichini, Matteo ; Solimini, Angelo ; Viegi, Giovanni ; Bellander, Tom ; BEEP Collaborative Group ; the BEEP Collaborative Group</creatorcontrib><description>We aimed at investigating the relationship between particulate matter (PM) and daily admissions for cardiovascular diseases (CVDs) at national level in Italy. Daily numbers of cardiovascular hospitalizations were collected for all 8084 municipalities of Italy, in the period 2013-2015. A satellite-based spatiotemporal model was used to estimate daily PM10 (inhalable particles) and PM2.5 (fine particles) concentrations at 1-km2 resolution. Multivariate Poisson regression models were fit to estimate the association between daily PM and cardiovascular admissions. Flexible functions were estimated to explore the shape of the associations at low PM concentrations, also in non-urban areas. We analysed 2 154 810 acute hospitalizations for CVDs (25% stroke, 24% ischaemic heart diseases, 22% heart failure, and 5% atrial fibrillation). Relative increases of total cardiovascular admissions, per 10 µg/m3 variation in PM10 and PM2.5 at lag 0-5 (average of last 6 days since admission), were 0.55% (95% confidence intervals: 0.32%, 0.77%) and 0.97% (0.67%, 1.27%), respectively. The corresponding estimates for heart failure were 1.70% (1.28%, 2.13%) and 2.66% (2.09%, 3.23%). We estimated significant effects of PM10 and PM2.5 also on ischaemic heart diseases, myocardial infarction, atrial fibrillation, and ischaemic stroke. Associations were similar between less and more urbanized areas, and persisted even at low concentrations, e.g. below WHO guidelines. PM was robustly associated with peaks in daily cardiovascular admissions, especially for heart failure, both in large cities and in less urbanized areas of Italy. Current WHO Air Quality Guidelines for PM10 and PM2.5 are not sufficient to protect public health.</description><identifier>ISSN: 2047-4873</identifier><identifier>ISSN: 2047-4881</identifier><identifier>EISSN: 2047-4881</identifier><identifier>DOI: 10.1093/eurjpc/zwaa084</identifier><identifier>PMID: 33913491</identifier><language>eng</language><publisher>England</publisher><subject>Medicin och hälsovetenskap</subject><ispartof>European journal of preventive cardiology, 2022-05, Vol.29 (8), p.1202-1211</ispartof><rights>The Author(s) 2020. Published by Oxford University Press on behalf of the European Society of Cardiology.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c423t-32ab00fe49776669d2edc8eba930a10eb1a7dd55fc34ec839563992ffdcf17d93</citedby><cites>FETCH-LOGICAL-c423t-32ab00fe49776669d2edc8eba930a10eb1a7dd55fc34ec839563992ffdcf17d93</cites><orcidid>0000-0003-2843-2908 ; 0000-0001-7336-4161 ; 0000-0002-7815-2632 ; 0000-0002-1855-4410</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>230,315,554,782,786,887,27931,27932</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/33913491$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink><backlink>$$Uhttp://kipublications.ki.se/Default.aspx?queryparsed=id:149793150$$DView record from Swedish Publication Index$$Hfree_for_read</backlink></links><search><creatorcontrib>Stafoggia, Massimo</creatorcontrib><creatorcontrib>Renzi, Matteo</creatorcontrib><creatorcontrib>Forastiere, Francesco</creatorcontrib><creatorcontrib>Ljungman, Petter</creatorcontrib><creatorcontrib>Davoli, Marina</creatorcontrib><creatorcontrib>De' Donato, Francesca</creatorcontrib><creatorcontrib>Gariazzo, Claudio</creatorcontrib><creatorcontrib>Michelozzi, Paola</creatorcontrib><creatorcontrib>Scortichini, Matteo</creatorcontrib><creatorcontrib>Solimini, Angelo</creatorcontrib><creatorcontrib>Viegi, Giovanni</creatorcontrib><creatorcontrib>Bellander, Tom</creatorcontrib><creatorcontrib>BEEP Collaborative Group</creatorcontrib><creatorcontrib>the BEEP Collaborative Group</creatorcontrib><title>Short-term effects of particulate matter on cardiovascular morbidity in Italy: a national analysis</title><title>European journal of preventive cardiology</title><addtitle>Eur J Prev Cardiol</addtitle><description>We aimed at investigating the relationship between particulate matter (PM) and daily admissions for cardiovascular diseases (CVDs) at national level in Italy. Daily numbers of cardiovascular hospitalizations were collected for all 8084 municipalities of Italy, in the period 2013-2015. A satellite-based spatiotemporal model was used to estimate daily PM10 (inhalable particles) and PM2.5 (fine particles) concentrations at 1-km2 resolution. Multivariate Poisson regression models were fit to estimate the association between daily PM and cardiovascular admissions. Flexible functions were estimated to explore the shape of the associations at low PM concentrations, also in non-urban areas. We analysed 2 154 810 acute hospitalizations for CVDs (25% stroke, 24% ischaemic heart diseases, 22% heart failure, and 5% atrial fibrillation). Relative increases of total cardiovascular admissions, per 10 µg/m3 variation in PM10 and PM2.5 at lag 0-5 (average of last 6 days since admission), were 0.55% (95% confidence intervals: 0.32%, 0.77%) and 0.97% (0.67%, 1.27%), respectively. The corresponding estimates for heart failure were 1.70% (1.28%, 2.13%) and 2.66% (2.09%, 3.23%). We estimated significant effects of PM10 and PM2.5 also on ischaemic heart diseases, myocardial infarction, atrial fibrillation, and ischaemic stroke. Associations were similar between less and more urbanized areas, and persisted even at low concentrations, e.g. below WHO guidelines. PM was robustly associated with peaks in daily cardiovascular admissions, especially for heart failure, both in large cities and in less urbanized areas of Italy. Current WHO Air Quality Guidelines for PM10 and PM2.5 are not sufficient to protect public health.</description><subject>Medicin och hälsovetenskap</subject><issn>2047-4873</issn><issn>2047-4881</issn><issn>2047-4881</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2022</creationdate><recordtype>article</recordtype><sourceid>D8T</sourceid><recordid>eNp1kclKBDEQhoMozqBePUpeoGey9RJvIm4geFDPTXUWjHZ3miSjjE9vZBZP1qGqqPq_ouBH6JySBSWSL80qvE9q-f0FQBpxgOaMiLoQTUMP933NZ-gsxneSoyKMNc0xmnEuKReSzlH3_OZDKpIJAzbWGpUi9hZPEJJTqx6SwQOkvMZ-xAqCdv4T4u8m4MGHzmmX1tiN-CFBv77EgEdIzo_QY8hpHV08RUcW-mjOtvUEvd7evFzfF49Pdw_XV4-FEoyngjPoCLFGyLquqkpqZrRqTAeSE6DEdBRqrcvSKi6MargsKy4ls1YrS2st-QkqNnfjl5lWXTsFN0BYtx5cux195M60omKiZFkv_9VPwes_aAfS_JvktCSZXWxYFXyMwdg9TUn760278abdepOBiw2QLw5G7-U7J_gPeEaQtw</recordid><startdate>20220527</startdate><enddate>20220527</enddate><creator>Stafoggia, Massimo</creator><creator>Renzi, Matteo</creator><creator>Forastiere, Francesco</creator><creator>Ljungman, Petter</creator><creator>Davoli, Marina</creator><creator>De' Donato, Francesca</creator><creator>Gariazzo, Claudio</creator><creator>Michelozzi, Paola</creator><creator>Scortichini, Matteo</creator><creator>Solimini, Angelo</creator><creator>Viegi, Giovanni</creator><creator>Bellander, Tom</creator><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>ADTPV</scope><scope>AOWAS</scope><scope>D8T</scope><scope>ZZAVC</scope><orcidid>https://orcid.org/0000-0003-2843-2908</orcidid><orcidid>https://orcid.org/0000-0001-7336-4161</orcidid><orcidid>https://orcid.org/0000-0002-7815-2632</orcidid><orcidid>https://orcid.org/0000-0002-1855-4410</orcidid></search><sort><creationdate>20220527</creationdate><title>Short-term effects of particulate matter on cardiovascular morbidity in Italy: a national analysis</title><author>Stafoggia, Massimo ; Renzi, Matteo ; Forastiere, Francesco ; Ljungman, Petter ; Davoli, Marina ; De' Donato, Francesca ; Gariazzo, Claudio ; Michelozzi, Paola ; Scortichini, Matteo ; Solimini, Angelo ; Viegi, Giovanni ; Bellander, Tom</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c423t-32ab00fe49776669d2edc8eba930a10eb1a7dd55fc34ec839563992ffdcf17d93</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2022</creationdate><topic>Medicin och hälsovetenskap</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Stafoggia, Massimo</creatorcontrib><creatorcontrib>Renzi, Matteo</creatorcontrib><creatorcontrib>Forastiere, Francesco</creatorcontrib><creatorcontrib>Ljungman, Petter</creatorcontrib><creatorcontrib>Davoli, Marina</creatorcontrib><creatorcontrib>De' Donato, Francesca</creatorcontrib><creatorcontrib>Gariazzo, Claudio</creatorcontrib><creatorcontrib>Michelozzi, Paola</creatorcontrib><creatorcontrib>Scortichini, Matteo</creatorcontrib><creatorcontrib>Solimini, Angelo</creatorcontrib><creatorcontrib>Viegi, Giovanni</creatorcontrib><creatorcontrib>Bellander, Tom</creatorcontrib><creatorcontrib>BEEP Collaborative Group</creatorcontrib><creatorcontrib>the BEEP Collaborative Group</creatorcontrib><collection>PubMed</collection><collection>CrossRef</collection><collection>SwePub</collection><collection>SwePub Articles</collection><collection>SWEPUB Freely available online</collection><collection>SwePub Articles full text</collection><jtitle>European journal of preventive cardiology</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Stafoggia, Massimo</au><au>Renzi, Matteo</au><au>Forastiere, Francesco</au><au>Ljungman, Petter</au><au>Davoli, Marina</au><au>De' Donato, Francesca</au><au>Gariazzo, Claudio</au><au>Michelozzi, Paola</au><au>Scortichini, Matteo</au><au>Solimini, Angelo</au><au>Viegi, Giovanni</au><au>Bellander, Tom</au><aucorp>BEEP Collaborative Group</aucorp><aucorp>the BEEP Collaborative Group</aucorp><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Short-term effects of particulate matter on cardiovascular morbidity in Italy: a national analysis</atitle><jtitle>European journal of preventive cardiology</jtitle><addtitle>Eur J Prev Cardiol</addtitle><date>2022-05-27</date><risdate>2022</risdate><volume>29</volume><issue>8</issue><spage>1202</spage><epage>1211</epage><pages>1202-1211</pages><issn>2047-4873</issn><issn>2047-4881</issn><eissn>2047-4881</eissn><abstract>We aimed at investigating the relationship between particulate matter (PM) and daily admissions for cardiovascular diseases (CVDs) at national level in Italy. Daily numbers of cardiovascular hospitalizations were collected for all 8084 municipalities of Italy, in the period 2013-2015. A satellite-based spatiotemporal model was used to estimate daily PM10 (inhalable particles) and PM2.5 (fine particles) concentrations at 1-km2 resolution. Multivariate Poisson regression models were fit to estimate the association between daily PM and cardiovascular admissions. Flexible functions were estimated to explore the shape of the associations at low PM concentrations, also in non-urban areas. We analysed 2 154 810 acute hospitalizations for CVDs (25% stroke, 24% ischaemic heart diseases, 22% heart failure, and 5% atrial fibrillation). Relative increases of total cardiovascular admissions, per 10 µg/m3 variation in PM10 and PM2.5 at lag 0-5 (average of last 6 days since admission), were 0.55% (95% confidence intervals: 0.32%, 0.77%) and 0.97% (0.67%, 1.27%), respectively. The corresponding estimates for heart failure were 1.70% (1.28%, 2.13%) and 2.66% (2.09%, 3.23%). We estimated significant effects of PM10 and PM2.5 also on ischaemic heart diseases, myocardial infarction, atrial fibrillation, and ischaemic stroke. Associations were similar between less and more urbanized areas, and persisted even at low concentrations, e.g. below WHO guidelines. PM was robustly associated with peaks in daily cardiovascular admissions, especially for heart failure, both in large cities and in less urbanized areas of Italy. Current WHO Air Quality Guidelines for PM10 and PM2.5 are not sufficient to protect public health.</abstract><cop>England</cop><pmid>33913491</pmid><doi>10.1093/eurjpc/zwaa084</doi><tpages>10</tpages><orcidid>https://orcid.org/0000-0003-2843-2908</orcidid><orcidid>https://orcid.org/0000-0001-7336-4161</orcidid><orcidid>https://orcid.org/0000-0002-7815-2632</orcidid><orcidid>https://orcid.org/0000-0002-1855-4410</orcidid><oa>free_for_read</oa></addata></record>
fulltext fulltext
identifier ISSN: 2047-4873
ispartof European journal of preventive cardiology, 2022-05, Vol.29 (8), p.1202-1211
issn 2047-4873
2047-4881
2047-4881
language eng
recordid cdi_swepub_primary_oai_swepub_ki_se_462452
source SWEPUB Freely available online; Oxford University Press Journals All Titles (1996-Current)
subjects Medicin och hälsovetenskap
title Short-term effects of particulate matter on cardiovascular morbidity in Italy: a national analysis
url https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2024-12-04T15%3A19%3A56IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-pubmed_swepu&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Short-term%20effects%20of%20particulate%20matter%20on%20cardiovascular%20morbidity%20in%20Italy:%20a%20national%20analysis&rft.jtitle=European%20journal%20of%20preventive%20cardiology&rft.au=Stafoggia,%20Massimo&rft.aucorp=BEEP%20Collaborative%20Group&rft.date=2022-05-27&rft.volume=29&rft.issue=8&rft.spage=1202&rft.epage=1211&rft.pages=1202-1211&rft.issn=2047-4873&rft.eissn=2047-4881&rft_id=info:doi/10.1093/eurjpc/zwaa084&rft_dat=%3Cpubmed_swepu%3E33913491%3C/pubmed_swepu%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_id=info:pmid/33913491&rfr_iscdi=true