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Predictors and outcomes of acute pulmonary embolism in COVID-19; insights from US National COVID cohort collaborative
To investigate whether COVID-19 patients with pulmonary embolism had higher mortality and assess the utility of D-dimer in predicting acute pulmonary embolism. Using the National Collaborative COVID-19 retrospective cohort, a cohort of hospitalized COVID-19 patients was studied to compare 90-day mor...
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Published in: | Respiratory research 2023-02, Vol.24 (1), p.59-59, Article 59 |
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description | To investigate whether COVID-19 patients with pulmonary embolism had higher mortality and assess the utility of D-dimer in predicting acute pulmonary embolism.
Using the National Collaborative COVID-19 retrospective cohort, a cohort of hospitalized COVID-19 patients was studied to compare 90-day mortality and intubation outcomes in patients with and without pulmonary embolism in a multivariable cox regression analysis. The secondary measured outcomes in 1:4 propensity score-matched analysis included length of stay, chest pain incidence, heart rate, history of pulmonary embolism or DVT, and admission laboratory parameters.
Among 31,500 hospitalized COVID-19 patients, 1117 (3.5%) patients were diagnosed with acute pulmonary embolism. Patients with acute pulmonary embolism were noted to have higher mortality (23.6% vs.12.8%; adjusted Hazard Ratio (aHR) = 1.36, 95% CI [1.20-1.55]), and intubation rates (17.6% vs. 9.3%, aHR = 1.38[1.18-1.61]). Pulmonary embolism patients had higher admission D-dimer FEU (Odds Ratio(OR) = 1.13; 95%CI [1.1-1.15]). As the D-dimer value increased, the specificity, positive predictive value, and accuracy of the test increased; however, sensitivity decreased (AUC 0.70). At cut-off D-dimer FEU 1.8 mcg/ml, the test had clinical utility (accuracy 70%) in predicting pulmonary embolism. Patients with acute pulmonary embolism had a higher incidence of chest pain and history of pulmonary embolism or deep vein thrombosis.
Acute pulmonary embolism is associated with worse mortality and morbidity outcomes in COVID-19. We present D-dimer as a predictive risk tool in the form of a clinical calculator for the diagnosis of acute pulmonary embolism in COVID-19. |
doi_str_mv | 10.1186/s12931-023-02369-7 |
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Using the National Collaborative COVID-19 retrospective cohort, a cohort of hospitalized COVID-19 patients was studied to compare 90-day mortality and intubation outcomes in patients with and without pulmonary embolism in a multivariable cox regression analysis. The secondary measured outcomes in 1:4 propensity score-matched analysis included length of stay, chest pain incidence, heart rate, history of pulmonary embolism or DVT, and admission laboratory parameters.
Among 31,500 hospitalized COVID-19 patients, 1117 (3.5%) patients were diagnosed with acute pulmonary embolism. Patients with acute pulmonary embolism were noted to have higher mortality (23.6% vs.12.8%; adjusted Hazard Ratio (aHR) = 1.36, 95% CI [1.20-1.55]), and intubation rates (17.6% vs. 9.3%, aHR = 1.38[1.18-1.61]). Pulmonary embolism patients had higher admission D-dimer FEU (Odds Ratio(OR) = 1.13; 95%CI [1.1-1.15]). As the D-dimer value increased, the specificity, positive predictive value, and accuracy of the test increased; however, sensitivity decreased (AUC 0.70). At cut-off D-dimer FEU 1.8 mcg/ml, the test had clinical utility (accuracy 70%) in predicting pulmonary embolism. Patients with acute pulmonary embolism had a higher incidence of chest pain and history of pulmonary embolism or deep vein thrombosis.
Acute pulmonary embolism is associated with worse mortality and morbidity outcomes in COVID-19. We present D-dimer as a predictive risk tool in the form of a clinical calculator for the diagnosis of acute pulmonary embolism in COVID-19.</description><identifier>ISSN: 1465-993X</identifier><identifier>ISSN: 1465-9921</identifier><identifier>EISSN: 1465-993X</identifier><identifier>EISSN: 1465-9921</identifier><identifier>DOI: 10.1186/s12931-023-02369-7</identifier><identifier>PMID: 36810085</identifier><language>eng</language><publisher>England: BioMed Central Ltd</publisher><subject>Accuracy ; Acute pulmonary embolism ; Anemia ; Atherosclerosis ; Cardiac arrhythmia ; Care and treatment ; Chest ; Chest Pain ; Chronic obstructive pulmonary disease ; Collaboration ; COVID-19 ; d-Dimer ; Demographics ; Diabetes ; Diagnosis ; Dimers ; Embolism ; Embolisms ; Forecasts and trends ; Heart failure ; Heart rate ; Hospitalization ; Humans ; Hypertension ; Hypothyroidism ; Intubation ; Kidneys ; Laboratories ; Molecular weight ; Morbidity ; Mortality ; Pain ; Predictive Value of Tests ; Pulmonary embolism ; Pulmonary Embolism - diagnosis ; Pulmonary embolisms ; Regression analysis ; Retrospective Studies ; Risk factors ; SARS-CoV-2 ; Sensitivity analysis ; Sepsis ; Sleep apnea ; Statistical analysis ; Steroids ; Thromboembolism ; Thrombosis ; United States ; Veins & arteries</subject><ispartof>Respiratory research, 2023-02, Vol.24 (1), p.59-59, Article 59</ispartof><rights>2023. The Author(s).</rights><rights>COPYRIGHT 2023 BioMed Central Ltd.</rights><rights>2023. This work is licensed under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><rights>The Author(s) 2023</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c563t-db9ed7b219cad2b74769635b04ad148da45d347d28fff1af97f47852ad29090c3</citedby><cites>FETCH-LOGICAL-c563t-db9ed7b219cad2b74769635b04ad148da45d347d28fff1af97f47852ad29090c3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC9942071/pdf/$$EPDF$$P50$$Gpubmedcentral$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.proquest.com/docview/2788506377?pq-origsite=primo$$EHTML$$P50$$Gproquest$$Hfree_for_read</linktohtml><link.rule.ids>230,314,727,780,784,885,25753,27924,27925,37012,37013,44590,53791,53793</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/36810085$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Gul, Muhammad H</creatorcontrib><creatorcontrib>Htun, Zin Mar</creatorcontrib><creatorcontrib>de Jesus Perez, Vinicio</creatorcontrib><creatorcontrib>Suleman, Muhammad</creatorcontrib><creatorcontrib>Arshad, Samiullah</creatorcontrib><creatorcontrib>Imran, Muhammad</creatorcontrib><creatorcontrib>Vyasabattu, Mahender</creatorcontrib><creatorcontrib>Wood, Jeremy P</creatorcontrib><creatorcontrib>Anstead, Michael</creatorcontrib><creatorcontrib>Morris, Peter E</creatorcontrib><title>Predictors and outcomes of acute pulmonary embolism in COVID-19; insights from US National COVID cohort collaborative</title><title>Respiratory research</title><addtitle>Respir Res</addtitle><description>To investigate whether COVID-19 patients with pulmonary embolism had higher mortality and assess the utility of D-dimer in predicting acute pulmonary embolism.
Using the National Collaborative COVID-19 retrospective cohort, a cohort of hospitalized COVID-19 patients was studied to compare 90-day mortality and intubation outcomes in patients with and without pulmonary embolism in a multivariable cox regression analysis. The secondary measured outcomes in 1:4 propensity score-matched analysis included length of stay, chest pain incidence, heart rate, history of pulmonary embolism or DVT, and admission laboratory parameters.
Among 31,500 hospitalized COVID-19 patients, 1117 (3.5%) patients were diagnosed with acute pulmonary embolism. Patients with acute pulmonary embolism were noted to have higher mortality (23.6% vs.12.8%; adjusted Hazard Ratio (aHR) = 1.36, 95% CI [1.20-1.55]), and intubation rates (17.6% vs. 9.3%, aHR = 1.38[1.18-1.61]). Pulmonary embolism patients had higher admission D-dimer FEU (Odds Ratio(OR) = 1.13; 95%CI [1.1-1.15]). As the D-dimer value increased, the specificity, positive predictive value, and accuracy of the test increased; however, sensitivity decreased (AUC 0.70). At cut-off D-dimer FEU 1.8 mcg/ml, the test had clinical utility (accuracy 70%) in predicting pulmonary embolism. Patients with acute pulmonary embolism had a higher incidence of chest pain and history of pulmonary embolism or deep vein thrombosis.
Acute pulmonary embolism is associated with worse mortality and morbidity outcomes in COVID-19. We present D-dimer as a predictive risk tool in the form of a clinical calculator for the diagnosis of acute pulmonary embolism in COVID-19.</description><subject>Accuracy</subject><subject>Acute pulmonary embolism</subject><subject>Anemia</subject><subject>Atherosclerosis</subject><subject>Cardiac arrhythmia</subject><subject>Care and treatment</subject><subject>Chest</subject><subject>Chest Pain</subject><subject>Chronic obstructive pulmonary disease</subject><subject>Collaboration</subject><subject>COVID-19</subject><subject>d-Dimer</subject><subject>Demographics</subject><subject>Diabetes</subject><subject>Diagnosis</subject><subject>Dimers</subject><subject>Embolism</subject><subject>Embolisms</subject><subject>Forecasts and trends</subject><subject>Heart failure</subject><subject>Heart rate</subject><subject>Hospitalization</subject><subject>Humans</subject><subject>Hypertension</subject><subject>Hypothyroidism</subject><subject>Intubation</subject><subject>Kidneys</subject><subject>Laboratories</subject><subject>Molecular weight</subject><subject>Morbidity</subject><subject>Mortality</subject><subject>Pain</subject><subject>Predictive Value of Tests</subject><subject>Pulmonary embolism</subject><subject>Pulmonary Embolism - diagnosis</subject><subject>Pulmonary embolisms</subject><subject>Regression analysis</subject><subject>Retrospective Studies</subject><subject>Risk factors</subject><subject>SARS-CoV-2</subject><subject>Sensitivity analysis</subject><subject>Sepsis</subject><subject>Sleep apnea</subject><subject>Statistical analysis</subject><subject>Steroids</subject><subject>Thromboembolism</subject><subject>Thrombosis</subject><subject>United States</subject><subject>Veins & arteries</subject><issn>1465-993X</issn><issn>1465-9921</issn><issn>1465-993X</issn><issn>1465-9921</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2023</creationdate><recordtype>article</recordtype><sourceid>PIMPY</sourceid><sourceid>DOA</sourceid><recordid>eNptUl1rFDEUHUSxH_oHfJCAL75MzddMEgShrFUXihW04lvI5GM3y8xkTTIF_72ZTq1dkRBucu85J7mXU1UvEDxDiLdvEsKCoBpiMu9W1OxRdYxo29RCkB-PH5yPqpOUdhAixlnztDoiLUcQ8ua4mr5Ea7zOISagRgPClHUYbALBAaWnbMF-6ocwqvgL2KELvU8D8CNYXX1fv6-ReFsuyW-2OQEXwwCuv4LPKvtC6BcM0GEbYi6h71UXYine2GfVE6f6ZJ_fxdPq-sPFt9Wn-vLq43p1flnrpiW5Np2whnUYCa0M7hhlrWhJ00GqDKLcKNoYQpnB3DmHlBPMUcYbXMACCqjJabVedE1QO7mPfih9yKC8vE2EuJEqZq97K6HteEspc9xQqjBRiDedEoRzYjARqmi9W7T2UzdYo-2Yo-oPRA8ro9_KTbiRQlAMGSoCr-8EYvg52ZTl4JO2ZSyjDVOSmDFBKEZ0hr76B7oLUywznVGcN7AljP1FbVRpwI8ulHf1LCrPGeGohZw0BXX2H1RZxg5eh9E6X_IHBLwQdAwpRevue0RQzsaTi_FkMZ28NZ6c__Ly4XTuKX-cRn4DATLSbw</recordid><startdate>20230221</startdate><enddate>20230221</enddate><creator>Gul, Muhammad H</creator><creator>Htun, Zin Mar</creator><creator>de Jesus Perez, Vinicio</creator><creator>Suleman, Muhammad</creator><creator>Arshad, Samiullah</creator><creator>Imran, Muhammad</creator><creator>Vyasabattu, Mahender</creator><creator>Wood, Jeremy P</creator><creator>Anstead, Michael</creator><creator>Morris, Peter E</creator><general>BioMed Central Ltd</general><general>BioMed Central</general><general>BMC</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>3V.</scope><scope>7QL</scope><scope>7U7</scope><scope>7U9</scope><scope>7X7</scope><scope>7XB</scope><scope>88E</scope><scope>8FI</scope><scope>8FJ</scope><scope>8FK</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>AZQEC</scope><scope>BENPR</scope><scope>C1K</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>FYUFA</scope><scope>GHDGH</scope><scope>H94</scope><scope>K9.</scope><scope>M0S</scope><scope>M1P</scope><scope>M7N</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>7X8</scope><scope>5PM</scope><scope>DOA</scope></search><sort><creationdate>20230221</creationdate><title>Predictors and outcomes of acute pulmonary embolism in COVID-19; insights from US National COVID cohort collaborative</title><author>Gul, Muhammad H ; Htun, Zin Mar ; de Jesus Perez, Vinicio ; Suleman, Muhammad ; Arshad, Samiullah ; Imran, Muhammad ; Vyasabattu, Mahender ; Wood, Jeremy P ; Anstead, Michael ; Morris, Peter E</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c563t-db9ed7b219cad2b74769635b04ad148da45d347d28fff1af97f47852ad29090c3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2023</creationdate><topic>Accuracy</topic><topic>Acute pulmonary embolism</topic><topic>Anemia</topic><topic>Atherosclerosis</topic><topic>Cardiac arrhythmia</topic><topic>Care and treatment</topic><topic>Chest</topic><topic>Chest Pain</topic><topic>Chronic obstructive pulmonary disease</topic><topic>Collaboration</topic><topic>COVID-19</topic><topic>d-Dimer</topic><topic>Demographics</topic><topic>Diabetes</topic><topic>Diagnosis</topic><topic>Dimers</topic><topic>Embolism</topic><topic>Embolisms</topic><topic>Forecasts and trends</topic><topic>Heart failure</topic><topic>Heart rate</topic><topic>Hospitalization</topic><topic>Humans</topic><topic>Hypertension</topic><topic>Hypothyroidism</topic><topic>Intubation</topic><topic>Kidneys</topic><topic>Laboratories</topic><topic>Molecular weight</topic><topic>Morbidity</topic><topic>Mortality</topic><topic>Pain</topic><topic>Predictive Value of Tests</topic><topic>Pulmonary embolism</topic><topic>Pulmonary Embolism - diagnosis</topic><topic>Pulmonary embolisms</topic><topic>Regression analysis</topic><topic>Retrospective Studies</topic><topic>Risk factors</topic><topic>SARS-CoV-2</topic><topic>Sensitivity analysis</topic><topic>Sepsis</topic><topic>Sleep apnea</topic><topic>Statistical analysis</topic><topic>Steroids</topic><topic>Thromboembolism</topic><topic>Thrombosis</topic><topic>United States</topic><topic>Veins & arteries</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Gul, Muhammad H</creatorcontrib><creatorcontrib>Htun, Zin Mar</creatorcontrib><creatorcontrib>de Jesus Perez, Vinicio</creatorcontrib><creatorcontrib>Suleman, Muhammad</creatorcontrib><creatorcontrib>Arshad, Samiullah</creatorcontrib><creatorcontrib>Imran, Muhammad</creatorcontrib><creatorcontrib>Vyasabattu, Mahender</creatorcontrib><creatorcontrib>Wood, Jeremy P</creatorcontrib><creatorcontrib>Anstead, Michael</creatorcontrib><creatorcontrib>Morris, Peter E</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 Central (Corporate)</collection><collection>Bacteriology Abstracts (Microbiology B)</collection><collection>Toxicology Abstracts</collection><collection>Virology and AIDS Abstracts</collection><collection>Health & Medical Collection</collection><collection>ProQuest Central (purchase pre-March 2016)</collection><collection>Medical Database (Alumni Edition)</collection><collection>Hospital Premium Collection</collection><collection>Hospital Premium Collection (Alumni Edition)</collection><collection>ProQuest Central (Alumni) (purchase pre-March 2016)</collection><collection>ProQuest Central (Alumni)</collection><collection>ProQuest Central</collection><collection>ProQuest Central Essentials</collection><collection>ProQuest Central</collection><collection>Environmental Sciences and Pollution Management</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central</collection><collection>Health Research Premium Collection</collection><collection>Health Research Premium Collection (Alumni)</collection><collection>AIDS and Cancer Research Abstracts</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>Health & Medical Collection (Alumni Edition)</collection><collection>Medical Database</collection><collection>Algology Mycology and Protozoology Abstracts (Microbiology C)</collection><collection>Publicly Available Content Database</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><collection>DOAJ Directory of Open Access Journals</collection><jtitle>Respiratory research</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Gul, Muhammad H</au><au>Htun, Zin Mar</au><au>de Jesus Perez, Vinicio</au><au>Suleman, Muhammad</au><au>Arshad, Samiullah</au><au>Imran, Muhammad</au><au>Vyasabattu, Mahender</au><au>Wood, Jeremy P</au><au>Anstead, Michael</au><au>Morris, Peter E</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Predictors and outcomes of acute pulmonary embolism in COVID-19; insights from US National COVID cohort collaborative</atitle><jtitle>Respiratory research</jtitle><addtitle>Respir Res</addtitle><date>2023-02-21</date><risdate>2023</risdate><volume>24</volume><issue>1</issue><spage>59</spage><epage>59</epage><pages>59-59</pages><artnum>59</artnum><issn>1465-993X</issn><issn>1465-9921</issn><eissn>1465-993X</eissn><eissn>1465-9921</eissn><abstract>To investigate whether COVID-19 patients with pulmonary embolism had higher mortality and assess the utility of D-dimer in predicting acute pulmonary embolism.
Using the National Collaborative COVID-19 retrospective cohort, a cohort of hospitalized COVID-19 patients was studied to compare 90-day mortality and intubation outcomes in patients with and without pulmonary embolism in a multivariable cox regression analysis. The secondary measured outcomes in 1:4 propensity score-matched analysis included length of stay, chest pain incidence, heart rate, history of pulmonary embolism or DVT, and admission laboratory parameters.
Among 31,500 hospitalized COVID-19 patients, 1117 (3.5%) patients were diagnosed with acute pulmonary embolism. Patients with acute pulmonary embolism were noted to have higher mortality (23.6% vs.12.8%; adjusted Hazard Ratio (aHR) = 1.36, 95% CI [1.20-1.55]), and intubation rates (17.6% vs. 9.3%, aHR = 1.38[1.18-1.61]). Pulmonary embolism patients had higher admission D-dimer FEU (Odds Ratio(OR) = 1.13; 95%CI [1.1-1.15]). As the D-dimer value increased, the specificity, positive predictive value, and accuracy of the test increased; however, sensitivity decreased (AUC 0.70). At cut-off D-dimer FEU 1.8 mcg/ml, the test had clinical utility (accuracy 70%) in predicting pulmonary embolism. Patients with acute pulmonary embolism had a higher incidence of chest pain and history of pulmonary embolism or deep vein thrombosis.
Acute pulmonary embolism is associated with worse mortality and morbidity outcomes in COVID-19. We present D-dimer as a predictive risk tool in the form of a clinical calculator for the diagnosis of acute pulmonary embolism in COVID-19.</abstract><cop>England</cop><pub>BioMed Central Ltd</pub><pmid>36810085</pmid><doi>10.1186/s12931-023-02369-7</doi><tpages>1</tpages><oa>free_for_read</oa></addata></record> |
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subjects | Accuracy Acute pulmonary embolism Anemia Atherosclerosis Cardiac arrhythmia Care and treatment Chest Chest Pain Chronic obstructive pulmonary disease Collaboration COVID-19 d-Dimer Demographics Diabetes Diagnosis Dimers Embolism Embolisms Forecasts and trends Heart failure Heart rate Hospitalization Humans Hypertension Hypothyroidism Intubation Kidneys Laboratories Molecular weight Morbidity Mortality Pain Predictive Value of Tests Pulmonary embolism Pulmonary Embolism - diagnosis Pulmonary embolisms Regression analysis Retrospective Studies Risk factors SARS-CoV-2 Sensitivity analysis Sepsis Sleep apnea Statistical analysis Steroids Thromboembolism Thrombosis United States Veins & arteries |
title | Predictors and outcomes of acute pulmonary embolism in COVID-19; insights from US National COVID cohort collaborative |
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