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Ambient Air Pollutant Exposures and COVID-19 Severity and Mortality in a Cohort of Patients with COVID-19 in Southern California
Ecological studies have shown air pollution associations with coronavirus disease (COVID-19) outcomes. However, few cohort studies have been conducted. To conduct a cohort study investigating the association between air pollution and COVID-19 severity using individual-level data from the electronic...
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Published in: | American journal of respiratory and critical care medicine 2022-08, Vol.206 (4), p.440-448 |
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container_title | American journal of respiratory and critical care medicine |
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description | Ecological studies have shown air pollution associations with coronavirus disease (COVID-19) outcomes. However, few cohort studies have been conducted.
To conduct a cohort study investigating the association between air pollution and COVID-19 severity using individual-level data from the electronic medical record.
This cohort included all individuals who received diagnoses of COVID-19 from Kaiser Permanente Southern California between March 1 and August 31, 2020. One-year and 1-month averaged ambient air pollutant (particulate matter ⩽2.5 μm in aerodynamic diameter [PM
], NO
, and O
) exposures before COVID-19 diagnosis were estimated on the basis of residential address history. Outcomes included COVID-19-related hospitalizations, intensive respiratory support (IRS), and ICU admissions within 30 days and mortality within 60 days after COVID-19 diagnosis. Covariates included socioeconomic characteristics and comorbidities.
Among 74,915 individuals (mean age, 42.5 years; 54% women; 66% Hispanic), rates of hospitalization, IRS, ICU admission, and mortality were 6.3%, 2.4%, 1.5%, and 1.5%, respectively. Using multipollutant models adjusted for covariates, 1-year PM
and 1-month NO
average exposures were associated with COVID-19 severity. The odds ratios associated with a 1-SD increase in 1-year PM
(SD, 1.5 μg/m
) were 1.24 (95% confidence interval [CI], 1.16-1.32) for COVID-19-related hospitalization, 1.33 (95% CI, 1.20-1.47) for IRS, and 1.32 (95% CI, 1.16-1.51) for ICU admission; the corresponding odds ratios associated with 1-month NO
(SD, 3.3 ppb) were 1.12 (95% CI, 1.06-1.17) for hospitalization, 1.18 (95% CI, 1.10-1.27) for IRS, and 1.21 (95% CI, 1.11-1.33) for ICU admission. The hazard ratios for mortality were 1.14 (95% CI, 1.02-1.27) for 1-year PM
and 1.07 (95% CI, 0.98-1.16) for 1-month NO
. No significant interactions with age, sex or ethnicity were observed.
Ambient PM
and NO
exposures may affect COVID-19 severity and mortality. |
doi_str_mv | 10.1164/rccm.202108-1909OC |
format | article |
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To conduct a cohort study investigating the association between air pollution and COVID-19 severity using individual-level data from the electronic medical record.
This cohort included all individuals who received diagnoses of COVID-19 from Kaiser Permanente Southern California between March 1 and August 31, 2020. One-year and 1-month averaged ambient air pollutant (particulate matter ⩽2.5 μm in aerodynamic diameter [PM
], NO
, and O
) exposures before COVID-19 diagnosis were estimated on the basis of residential address history. Outcomes included COVID-19-related hospitalizations, intensive respiratory support (IRS), and ICU admissions within 30 days and mortality within 60 days after COVID-19 diagnosis. Covariates included socioeconomic characteristics and comorbidities.
Among 74,915 individuals (mean age, 42.5 years; 54% women; 66% Hispanic), rates of hospitalization, IRS, ICU admission, and mortality were 6.3%, 2.4%, 1.5%, and 1.5%, respectively. Using multipollutant models adjusted for covariates, 1-year PM
and 1-month NO
average exposures were associated with COVID-19 severity. The odds ratios associated with a 1-SD increase in 1-year PM
(SD, 1.5 μg/m
) were 1.24 (95% confidence interval [CI], 1.16-1.32) for COVID-19-related hospitalization, 1.33 (95% CI, 1.20-1.47) for IRS, and 1.32 (95% CI, 1.16-1.51) for ICU admission; the corresponding odds ratios associated with 1-month NO
(SD, 3.3 ppb) were 1.12 (95% CI, 1.06-1.17) for hospitalization, 1.18 (95% CI, 1.10-1.27) for IRS, and 1.21 (95% CI, 1.11-1.33) for ICU admission. The hazard ratios for mortality were 1.14 (95% CI, 1.02-1.27) for 1-year PM
and 1.07 (95% CI, 0.98-1.16) for 1-month NO
. No significant interactions with age, sex or ethnicity were observed.
Ambient PM
and NO
exposures may affect COVID-19 severity and mortality.</description><identifier>ISSN: 1073-449X</identifier><identifier>EISSN: 1535-4970</identifier><identifier>DOI: 10.1164/rccm.202108-1909OC</identifier><identifier>PMID: 35537137</identifier><language>eng</language><publisher>United States: American Thoracic Society</publisher><subject>Adult ; Air Pollutants - adverse effects ; Air Pollutants - analysis ; Air pollution ; Air Pollution - adverse effects ; Air Pollution - analysis ; California - epidemiology ; Cohort Studies ; COVID-19 ; COVID-19 Testing ; Electronic health records ; Environmental Exposure - adverse effects ; Environmental Exposure - analysis ; Environmental Pollutants ; Epidemiology ; Female ; Humans ; Intensive care ; Male ; Medical diagnosis ; Mortality ; Nitrogen Dioxide ; Particulate Matter - adverse effects ; Particulate Matter - analysis ; Severe acute respiratory syndrome coronavirus 2</subject><ispartof>American journal of respiratory and critical care medicine, 2022-08, Vol.206 (4), p.440-448</ispartof><rights>Copyright American Thoracic Society Aug 15, 2022</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c375t-cb4631a9e4b171f7cf4e107f1a3ba2b5501c51712339baba6205bfecaa5de1d63</citedby><cites>FETCH-LOGICAL-c375t-cb4631a9e4b171f7cf4e107f1a3ba2b5501c51712339baba6205bfecaa5de1d63</cites><orcidid>0000-0001-6050-7880 ; 0000-0003-2786-1268</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,780,784,27924,27925</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/35537137$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Chen, Zhanghua</creatorcontrib><creatorcontrib>Sidell, Margo A</creatorcontrib><creatorcontrib>Huang, Brian Z</creatorcontrib><creatorcontrib>Chow, Ting</creatorcontrib><creatorcontrib>Eckel, Sandrah P</creatorcontrib><creatorcontrib>Martinez, Mayra P</creatorcontrib><creatorcontrib>Gheissari, Roya</creatorcontrib><creatorcontrib>Lurmann, Fred</creatorcontrib><creatorcontrib>Thomas, Duncan C</creatorcontrib><creatorcontrib>Gilliland, Frank D</creatorcontrib><creatorcontrib>Xiang, Anny H</creatorcontrib><title>Ambient Air Pollutant Exposures and COVID-19 Severity and Mortality in a Cohort of Patients with COVID-19 in Southern California</title><title>American journal of respiratory and critical care medicine</title><addtitle>Am J Respir Crit Care Med</addtitle><description>Ecological studies have shown air pollution associations with coronavirus disease (COVID-19) outcomes. However, few cohort studies have been conducted.
To conduct a cohort study investigating the association between air pollution and COVID-19 severity using individual-level data from the electronic medical record.
This cohort included all individuals who received diagnoses of COVID-19 from Kaiser Permanente Southern California between March 1 and August 31, 2020. One-year and 1-month averaged ambient air pollutant (particulate matter ⩽2.5 μm in aerodynamic diameter [PM
], NO
, and O
) exposures before COVID-19 diagnosis were estimated on the basis of residential address history. Outcomes included COVID-19-related hospitalizations, intensive respiratory support (IRS), and ICU admissions within 30 days and mortality within 60 days after COVID-19 diagnosis. Covariates included socioeconomic characteristics and comorbidities.
Among 74,915 individuals (mean age, 42.5 years; 54% women; 66% Hispanic), rates of hospitalization, IRS, ICU admission, and mortality were 6.3%, 2.4%, 1.5%, and 1.5%, respectively. Using multipollutant models adjusted for covariates, 1-year PM
and 1-month NO
average exposures were associated with COVID-19 severity. The odds ratios associated with a 1-SD increase in 1-year PM
(SD, 1.5 μg/m
) were 1.24 (95% confidence interval [CI], 1.16-1.32) for COVID-19-related hospitalization, 1.33 (95% CI, 1.20-1.47) for IRS, and 1.32 (95% CI, 1.16-1.51) for ICU admission; the corresponding odds ratios associated with 1-month NO
(SD, 3.3 ppb) were 1.12 (95% CI, 1.06-1.17) for hospitalization, 1.18 (95% CI, 1.10-1.27) for IRS, and 1.21 (95% CI, 1.11-1.33) for ICU admission. The hazard ratios for mortality were 1.14 (95% CI, 1.02-1.27) for 1-year PM
and 1.07 (95% CI, 0.98-1.16) for 1-month NO
. No significant interactions with age, sex or ethnicity were observed.
Ambient PM
and NO
exposures may affect COVID-19 severity and mortality.</description><subject>Adult</subject><subject>Air Pollutants - adverse effects</subject><subject>Air Pollutants - analysis</subject><subject>Air pollution</subject><subject>Air Pollution - adverse effects</subject><subject>Air Pollution - analysis</subject><subject>California - epidemiology</subject><subject>Cohort Studies</subject><subject>COVID-19</subject><subject>COVID-19 Testing</subject><subject>Electronic health records</subject><subject>Environmental Exposure - adverse effects</subject><subject>Environmental Exposure - analysis</subject><subject>Environmental Pollutants</subject><subject>Epidemiology</subject><subject>Female</subject><subject>Humans</subject><subject>Intensive care</subject><subject>Male</subject><subject>Medical diagnosis</subject><subject>Mortality</subject><subject>Nitrogen Dioxide</subject><subject>Particulate Matter - adverse effects</subject><subject>Particulate Matter - analysis</subject><subject>Severe acute respiratory syndrome coronavirus 2</subject><issn>1073-449X</issn><issn>1535-4970</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2022</creationdate><recordtype>article</recordtype><recordid>eNpFkF1LwzAYhYMobk7_gBcS8Lozn-16OerUwWSDqXhXkjZlHW0zk1TdnT_d1E69ej9yznnJA8AlRmOMQ3ZjsqweE0QwmgQ4RvEyOQJDzCkPWByhY9-jiAaMxa8DcGbtFiFMJhidggHlnEaYRkPwNa1lqRoHp6WBK11VrRN-mn3utG2NslA0OUyWL_NbfwKu1bsypdv_bB-1caLqprKBAiZ64xdQF3AlXBdp4UfpNv9mr1rr1m2UaWDijYU2TSnOwUkhKqsuDnUEnu9mT8lDsFjez5PpIshoxF2QSRZSLGLFJI5wEWUFU_57BRZUCiI5Rzjj_oVQGkshRUgQl4XKhOC5wnlIR-C6z90Z_dYq69Ktbk3jT6YkQhTROGTcq0ivyoy21qgi3ZmyFmafYpR20NMOetpDT3vo3nR1iG5lrfI_yy9l-g1Lu33O</recordid><startdate>20220815</startdate><enddate>20220815</enddate><creator>Chen, Zhanghua</creator><creator>Sidell, Margo A</creator><creator>Huang, Brian Z</creator><creator>Chow, Ting</creator><creator>Eckel, Sandrah P</creator><creator>Martinez, Mayra P</creator><creator>Gheissari, Roya</creator><creator>Lurmann, Fred</creator><creator>Thomas, Duncan C</creator><creator>Gilliland, Frank D</creator><creator>Xiang, Anny H</creator><general>American Thoracic Society</general><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>K9.</scope><scope>NAPCQ</scope><orcidid>https://orcid.org/0000-0001-6050-7880</orcidid><orcidid>https://orcid.org/0000-0003-2786-1268</orcidid></search><sort><creationdate>20220815</creationdate><title>Ambient Air Pollutant Exposures and COVID-19 Severity and Mortality in a Cohort of Patients with COVID-19 in Southern California</title><author>Chen, Zhanghua ; Sidell, Margo A ; Huang, Brian Z ; Chow, Ting ; Eckel, Sandrah P ; Martinez, Mayra P ; Gheissari, Roya ; Lurmann, Fred ; Thomas, Duncan C ; Gilliland, Frank D ; Xiang, Anny H</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c375t-cb4631a9e4b171f7cf4e107f1a3ba2b5501c51712339baba6205bfecaa5de1d63</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2022</creationdate><topic>Adult</topic><topic>Air Pollutants - adverse effects</topic><topic>Air Pollutants - analysis</topic><topic>Air pollution</topic><topic>Air Pollution - adverse effects</topic><topic>Air Pollution - analysis</topic><topic>California - epidemiology</topic><topic>Cohort Studies</topic><topic>COVID-19</topic><topic>COVID-19 Testing</topic><topic>Electronic health records</topic><topic>Environmental Exposure - adverse effects</topic><topic>Environmental Exposure - analysis</topic><topic>Environmental Pollutants</topic><topic>Epidemiology</topic><topic>Female</topic><topic>Humans</topic><topic>Intensive care</topic><topic>Male</topic><topic>Medical diagnosis</topic><topic>Mortality</topic><topic>Nitrogen Dioxide</topic><topic>Particulate Matter - adverse effects</topic><topic>Particulate Matter - analysis</topic><topic>Severe acute respiratory syndrome coronavirus 2</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Chen, Zhanghua</creatorcontrib><creatorcontrib>Sidell, Margo A</creatorcontrib><creatorcontrib>Huang, Brian Z</creatorcontrib><creatorcontrib>Chow, Ting</creatorcontrib><creatorcontrib>Eckel, Sandrah P</creatorcontrib><creatorcontrib>Martinez, Mayra P</creatorcontrib><creatorcontrib>Gheissari, Roya</creatorcontrib><creatorcontrib>Lurmann, Fred</creatorcontrib><creatorcontrib>Thomas, Duncan C</creatorcontrib><creatorcontrib>Gilliland, Frank D</creatorcontrib><creatorcontrib>Xiang, Anny H</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>Nursing & Allied Health Premium</collection><jtitle>American journal of respiratory and critical care medicine</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Chen, Zhanghua</au><au>Sidell, Margo A</au><au>Huang, Brian Z</au><au>Chow, Ting</au><au>Eckel, Sandrah P</au><au>Martinez, Mayra P</au><au>Gheissari, Roya</au><au>Lurmann, Fred</au><au>Thomas, Duncan C</au><au>Gilliland, Frank D</au><au>Xiang, Anny H</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Ambient Air Pollutant Exposures and COVID-19 Severity and Mortality in a Cohort of Patients with COVID-19 in Southern California</atitle><jtitle>American journal of respiratory and critical care medicine</jtitle><addtitle>Am J Respir Crit Care Med</addtitle><date>2022-08-15</date><risdate>2022</risdate><volume>206</volume><issue>4</issue><spage>440</spage><epage>448</epage><pages>440-448</pages><issn>1073-449X</issn><eissn>1535-4970</eissn><abstract>Ecological studies have shown air pollution associations with coronavirus disease (COVID-19) outcomes. However, few cohort studies have been conducted.
To conduct a cohort study investigating the association between air pollution and COVID-19 severity using individual-level data from the electronic medical record.
This cohort included all individuals who received diagnoses of COVID-19 from Kaiser Permanente Southern California between March 1 and August 31, 2020. One-year and 1-month averaged ambient air pollutant (particulate matter ⩽2.5 μm in aerodynamic diameter [PM
], NO
, and O
) exposures before COVID-19 diagnosis were estimated on the basis of residential address history. Outcomes included COVID-19-related hospitalizations, intensive respiratory support (IRS), and ICU admissions within 30 days and mortality within 60 days after COVID-19 diagnosis. Covariates included socioeconomic characteristics and comorbidities.
Among 74,915 individuals (mean age, 42.5 years; 54% women; 66% Hispanic), rates of hospitalization, IRS, ICU admission, and mortality were 6.3%, 2.4%, 1.5%, and 1.5%, respectively. Using multipollutant models adjusted for covariates, 1-year PM
and 1-month NO
average exposures were associated with COVID-19 severity. The odds ratios associated with a 1-SD increase in 1-year PM
(SD, 1.5 μg/m
) were 1.24 (95% confidence interval [CI], 1.16-1.32) for COVID-19-related hospitalization, 1.33 (95% CI, 1.20-1.47) for IRS, and 1.32 (95% CI, 1.16-1.51) for ICU admission; the corresponding odds ratios associated with 1-month NO
(SD, 3.3 ppb) were 1.12 (95% CI, 1.06-1.17) for hospitalization, 1.18 (95% CI, 1.10-1.27) for IRS, and 1.21 (95% CI, 1.11-1.33) for ICU admission. The hazard ratios for mortality were 1.14 (95% CI, 1.02-1.27) for 1-year PM
and 1.07 (95% CI, 0.98-1.16) for 1-month NO
. No significant interactions with age, sex or ethnicity were observed.
Ambient PM
and NO
exposures may affect COVID-19 severity and mortality.</abstract><cop>United States</cop><pub>American Thoracic Society</pub><pmid>35537137</pmid><doi>10.1164/rccm.202108-1909OC</doi><tpages>9</tpages><orcidid>https://orcid.org/0000-0001-6050-7880</orcidid><orcidid>https://orcid.org/0000-0003-2786-1268</orcidid><oa>free_for_read</oa></addata></record> |
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language | eng |
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source | Freely Accessible Science Journals; Free E-Journal (出版社公開部分のみ) |
subjects | Adult Air Pollutants - adverse effects Air Pollutants - analysis Air pollution Air Pollution - adverse effects Air Pollution - analysis California - epidemiology Cohort Studies COVID-19 COVID-19 Testing Electronic health records Environmental Exposure - adverse effects Environmental Exposure - analysis Environmental Pollutants Epidemiology Female Humans Intensive care Male Medical diagnosis Mortality Nitrogen Dioxide Particulate Matter - adverse effects Particulate Matter - analysis Severe acute respiratory syndrome coronavirus 2 |
title | Ambient Air Pollutant Exposures and COVID-19 Severity and Mortality in a Cohort of Patients with COVID-19 in Southern California |
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