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...
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Veröffentlicht in: | European journal of preventive cardiology 2022-05, Vol.29 (8), p.1202-1211 |
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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 |
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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> |
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subjects | Medicin och hälsovetenskap |
title | Short-term effects of particulate matter on cardiovascular morbidity in Italy: a national analysis |
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