Validation of the DECAF score to predict hospital mortality in acute exacerbations of COPD
BackgroundHospitalisation due to acute exacerbations of COPD (AECOPD) is common, and subsequent mortality high. The DECAF score was derived for accurate prediction of mortality and risk stratification to inform patient care. We aimed to validate the DECAF score, internally and externally, and to com...
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creator | Echevarria, C Steer, J Heslop-Marshall, K Stenton, SC Hickey, PM Hughes, R Wijesinghe, M Harrison, RN Steen, N Simpson, AJ Gibson, GJ Bourke, SC |
description | BackgroundHospitalisation due to acute exacerbations of COPD (AECOPD) is common, and subsequent mortality high. The DECAF score was derived for accurate prediction of mortality and risk stratification to inform patient care. We aimed to validate the DECAF score, internally and externally, and to compare its performance to other predictive tools.MethodsThe study took place in the two hospitals within the derivation study (internal validation) and in four additional hospitals (external validation) between January 2012 and May 2014. Consecutive admissions were identified by screening admissions and searching coding records. Admission clinical data, including DECAF indices, and mortality were recorded. The prognostic value of DECAF and other scores were assessed by the area under the receiver operator characteristic (AUROC) curve.ResultsIn the internal and external validation cohorts, 880 and 845 patients were recruited. Mean age was 73.1 (SD 10.3) years, 54.3% were female, and mean (SD) FEV1 45.5 (18.3) per cent predicted. Overall mortality was 7.7%. The DECAF AUROC curve for inhospital mortality was 0.83 (95% CI 0.78 to 0.87) in the internal cohort and 0.82 (95% CI 0.77 to 0.87) in the external cohort, and was superior to other prognostic scores for inhospital or 30-day mortality.ConclusionsDECAF is a robust predictor of mortality, using indices routinely available on admission. Its generalisability is supported by consistent strong performance; it can identify low-risk patients (DECAF 0–1) potentially suitable for Hospital at Home or early supported discharge services, and high-risk patients (DECAF 3–6) for escalation planning or appropriate early palliation.Trial registration numberUKCRN ID 14214. |
doi_str_mv | 10.1136/thoraxjnl-2015-207775 |
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fullrecord | <record><control><sourceid>proquest_pubme</sourceid><recordid>TN_cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_4752621</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sourcerecordid>4027247711</sourcerecordid><originalsourceid>FETCH-LOGICAL-b480t-28eaee2758490bd486efc7d040be58e02b759d7bb82d120d2ed95e24785f12c23</originalsourceid><addsrcrecordid>eNqNkUuLFDEURoMoTjv6E5SAGzelSaryqI0w9LyEgXGhLtyEPG7ZaaoqbZKSmX9v2h4bdeUmd5HzHe7lQ-glJW8pbcW7sonJ3G3nsWGE8vpIKfkjtKKdUE3LevEYrQjpSCNaKU7Qs5y3hBBFqXyKTpiQoq-xFfr6xYzBmxLijOOAywbw-cX67BJnFxPgEvEugQ-u4E3Mu1DMiKeY6gjlHocZG7cUwHBnHCT7S5P3nvXtx_Pn6MlgxgwvHuYp-nx58Wl93dzcXn1Yn900tlOkNEyBAWCSq64n1ndKwOCkr6tb4AoIs5L3XlqrmKeMeAa-58A6qfhAmWPtKXp_8O4WO4F3MJdkRr1LYTLpXkcT9N8_c9job_GH7iRngtEqePMgSPH7ArnoKWQH42hmiEvWVAqieE-4qOjrf9BtXNJcz6uUoqrtJeeV4gfKpZhzguG4DCV6354-tqf37elDezX36s9LjqnfdVWAHAA7bf_T-RPgJaiV</addsrcrecordid><sourcetype>Open Access Repository</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>1781839755</pqid></control><display><type>article</type><title>Validation of the DECAF score to predict hospital mortality in acute exacerbations of COPD</title><source>MEDLINE</source><source>BMJ Journals - NESLi2</source><source>Alma/SFX Local Collection</source><creator>Echevarria, C ; Steer, J ; Heslop-Marshall, K ; Stenton, SC ; Hickey, PM ; Hughes, R ; Wijesinghe, M ; Harrison, RN ; Steen, N ; Simpson, AJ ; Gibson, GJ ; Bourke, SC</creator><creatorcontrib>Echevarria, C ; Steer, J ; Heslop-Marshall, K ; Stenton, SC ; Hickey, PM ; Hughes, R ; Wijesinghe, M ; Harrison, RN ; Steen, N ; Simpson, AJ ; Gibson, GJ ; Bourke, SC</creatorcontrib><description>BackgroundHospitalisation due to acute exacerbations of COPD (AECOPD) is common, and subsequent mortality high. The DECAF score was derived for accurate prediction of mortality and risk stratification to inform patient care. We aimed to validate the DECAF score, internally and externally, and to compare its performance to other predictive tools.MethodsThe study took place in the two hospitals within the derivation study (internal validation) and in four additional hospitals (external validation) between January 2012 and May 2014. Consecutive admissions were identified by screening admissions and searching coding records. Admission clinical data, including DECAF indices, and mortality were recorded. The prognostic value of DECAF and other scores were assessed by the area under the receiver operator characteristic (AUROC) curve.ResultsIn the internal and external validation cohorts, 880 and 845 patients were recruited. Mean age was 73.1 (SD 10.3) years, 54.3% were female, and mean (SD) FEV1 45.5 (18.3) per cent predicted. Overall mortality was 7.7%. The DECAF AUROC curve for inhospital mortality was 0.83 (95% CI 0.78 to 0.87) in the internal cohort and 0.82 (95% CI 0.77 to 0.87) in the external cohort, and was superior to other prognostic scores for inhospital or 30-day mortality.ConclusionsDECAF is a robust predictor of mortality, using indices routinely available on admission. Its generalisability is supported by consistent strong performance; it can identify low-risk patients (DECAF 0–1) potentially suitable for Hospital at Home or early supported discharge services, and high-risk patients (DECAF 3–6) for escalation planning or appropriate early palliation.Trial registration numberUKCRN ID 14214.</description><identifier>ISSN: 0040-6376</identifier><identifier>ISSN: 1468-3296</identifier><identifier>EISSN: 1468-3296</identifier><identifier>DOI: 10.1136/thoraxjnl-2015-207775</identifier><identifier>PMID: 26769015</identifier><identifier>CODEN: THORA7</identifier><language>eng</language><publisher>England: BMJ Publishing Group LTD</publisher><subject>Aged ; Cardiac arrhythmia ; Chronic Obstructive Pulmonary Disease ; Disease Progression ; Dyspnea ; Female ; Follow-Up Studies ; Hospital Mortality - trends ; Humans ; Male ; Medical research ; Mortality ; Patients ; Predictive Value of Tests ; Prognosis ; Pulmonary Disease, Chronic Obstructive - diagnosis ; Pulmonary Disease, Chronic Obstructive - mortality ; Retrospective Studies ; Risk Assessment ; ROC Curve ; Severity of Illness Index ; Time Factors ; United Kingdom - epidemiology</subject><ispartof>Thorax, 2016-02, Vol.71 (2), p.133-140</ispartof><rights>Published by the BMJ Publishing Group Limited. For permission to use (where not already granted under a licence) please go to http://www.bmj.com/company/products-services/rights-and-licensing</rights><rights>Copyright: 2016 Published by the BMJ Publishing Group Limited. For permission to use (where not already granted under a licence) please go to http://www.bmj.com/company/products-services/rights-and-licensing</rights><rights>Published by the BMJ Publishing Group Limited. For permission to use (where not already granted under a licence) please go to http://www.bmj.com/company/products-services/rights-and-licensing/ 2016</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-b480t-28eaee2758490bd486efc7d040be58e02b759d7bb82d120d2ed95e24785f12c23</citedby><cites>FETCH-LOGICAL-b480t-28eaee2758490bd486efc7d040be58e02b759d7bb82d120d2ed95e24785f12c23</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://thorax.bmj.com/content/71/2/133.full.pdf$$EPDF$$P50$$Gbmj$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://thorax.bmj.com/content/71/2/133.full$$EHTML$$P50$$Gbmj$$Hfree_for_read</linktohtml><link.rule.ids>114,115,230,315,782,786,887,3200,23580,27933,27934,77610,77641</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/26769015$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Echevarria, C</creatorcontrib><creatorcontrib>Steer, J</creatorcontrib><creatorcontrib>Heslop-Marshall, K</creatorcontrib><creatorcontrib>Stenton, SC</creatorcontrib><creatorcontrib>Hickey, PM</creatorcontrib><creatorcontrib>Hughes, R</creatorcontrib><creatorcontrib>Wijesinghe, M</creatorcontrib><creatorcontrib>Harrison, RN</creatorcontrib><creatorcontrib>Steen, N</creatorcontrib><creatorcontrib>Simpson, AJ</creatorcontrib><creatorcontrib>Gibson, GJ</creatorcontrib><creatorcontrib>Bourke, SC</creatorcontrib><title>Validation of the DECAF score to predict hospital mortality in acute exacerbations of COPD</title><title>Thorax</title><addtitle>Thorax</addtitle><description>BackgroundHospitalisation due to acute exacerbations of COPD (AECOPD) is common, and subsequent mortality high. The DECAF score was derived for accurate prediction of mortality and risk stratification to inform patient care. We aimed to validate the DECAF score, internally and externally, and to compare its performance to other predictive tools.MethodsThe study took place in the two hospitals within the derivation study (internal validation) and in four additional hospitals (external validation) between January 2012 and May 2014. Consecutive admissions were identified by screening admissions and searching coding records. Admission clinical data, including DECAF indices, and mortality were recorded. The prognostic value of DECAF and other scores were assessed by the area under the receiver operator characteristic (AUROC) curve.ResultsIn the internal and external validation cohorts, 880 and 845 patients were recruited. Mean age was 73.1 (SD 10.3) years, 54.3% were female, and mean (SD) FEV1 45.5 (18.3) per cent predicted. Overall mortality was 7.7%. The DECAF AUROC curve for inhospital mortality was 0.83 (95% CI 0.78 to 0.87) in the internal cohort and 0.82 (95% CI 0.77 to 0.87) in the external cohort, and was superior to other prognostic scores for inhospital or 30-day mortality.ConclusionsDECAF is a robust predictor of mortality, using indices routinely available on admission. Its generalisability is supported by consistent strong performance; it can identify low-risk patients (DECAF 0–1) potentially suitable for Hospital at Home or early supported discharge services, and high-risk patients (DECAF 3–6) for escalation planning or appropriate early palliation.Trial registration numberUKCRN ID 14214.</description><subject>Aged</subject><subject>Cardiac arrhythmia</subject><subject>Chronic Obstructive Pulmonary Disease</subject><subject>Disease Progression</subject><subject>Dyspnea</subject><subject>Female</subject><subject>Follow-Up Studies</subject><subject>Hospital Mortality - trends</subject><subject>Humans</subject><subject>Male</subject><subject>Medical research</subject><subject>Mortality</subject><subject>Patients</subject><subject>Predictive Value of Tests</subject><subject>Prognosis</subject><subject>Pulmonary Disease, Chronic Obstructive - diagnosis</subject><subject>Pulmonary Disease, Chronic Obstructive - mortality</subject><subject>Retrospective Studies</subject><subject>Risk Assessment</subject><subject>ROC Curve</subject><subject>Severity of Illness Index</subject><subject>Time Factors</subject><subject>United Kingdom - epidemiology</subject><issn>0040-6376</issn><issn>1468-3296</issn><issn>1468-3296</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2016</creationdate><recordtype>article</recordtype><sourceid>9YT</sourceid><sourceid>ACMMV</sourceid><sourceid>EIF</sourceid><sourceid>ABUWG</sourceid><sourceid>AFKRA</sourceid><sourceid>BENPR</sourceid><sourceid>CCPQU</sourceid><recordid>eNqNkUuLFDEURoMoTjv6E5SAGzelSaryqI0w9LyEgXGhLtyEPG7ZaaoqbZKSmX9v2h4bdeUmd5HzHe7lQ-glJW8pbcW7sonJ3G3nsWGE8vpIKfkjtKKdUE3LevEYrQjpSCNaKU7Qs5y3hBBFqXyKTpiQoq-xFfr6xYzBmxLijOOAywbw-cX67BJnFxPgEvEugQ-u4E3Mu1DMiKeY6gjlHocZG7cUwHBnHCT7S5P3nvXtx_Pn6MlgxgwvHuYp-nx58Wl93dzcXn1Yn900tlOkNEyBAWCSq64n1ndKwOCkr6tb4AoIs5L3XlqrmKeMeAa-58A6qfhAmWPtKXp_8O4WO4F3MJdkRr1LYTLpXkcT9N8_c9job_GH7iRngtEqePMgSPH7ArnoKWQH42hmiEvWVAqieE-4qOjrf9BtXNJcz6uUoqrtJeeV4gfKpZhzguG4DCV6354-tqf37elDezX36s9LjqnfdVWAHAA7bf_T-RPgJaiV</recordid><startdate>201602</startdate><enddate>201602</enddate><creator>Echevarria, C</creator><creator>Steer, J</creator><creator>Heslop-Marshall, K</creator><creator>Stenton, SC</creator><creator>Hickey, PM</creator><creator>Hughes, R</creator><creator>Wijesinghe, M</creator><creator>Harrison, RN</creator><creator>Steen, N</creator><creator>Simpson, AJ</creator><creator>Gibson, GJ</creator><creator>Bourke, SC</creator><general>BMJ Publishing Group LTD</general><general>BMJ Publishing Group</general><scope>9YT</scope><scope>ACMMV</scope><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>7X7</scope><scope>7XB</scope><scope>88E</scope><scope>8FI</scope><scope>8FJ</scope><scope>8FK</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>BENPR</scope><scope>BTHHO</scope><scope>CCPQU</scope><scope>FYUFA</scope><scope>GHDGH</scope><scope>K9.</scope><scope>M0S</scope><scope>M1P</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>7X8</scope><scope>5PM</scope></search><sort><creationdate>201602</creationdate><title>Validation of the DECAF score to predict hospital mortality in acute exacerbations of COPD</title><author>Echevarria, C ; Steer, J ; Heslop-Marshall, K ; Stenton, SC ; Hickey, PM ; Hughes, R ; Wijesinghe, M ; Harrison, RN ; Steen, N ; Simpson, AJ ; Gibson, GJ ; Bourke, SC</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-b480t-28eaee2758490bd486efc7d040be58e02b759d7bb82d120d2ed95e24785f12c23</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2016</creationdate><topic>Aged</topic><topic>Cardiac arrhythmia</topic><topic>Chronic Obstructive Pulmonary Disease</topic><topic>Disease Progression</topic><topic>Dyspnea</topic><topic>Female</topic><topic>Follow-Up Studies</topic><topic>Hospital Mortality - trends</topic><topic>Humans</topic><topic>Male</topic><topic>Medical research</topic><topic>Mortality</topic><topic>Patients</topic><topic>Predictive Value of Tests</topic><topic>Prognosis</topic><topic>Pulmonary Disease, Chronic Obstructive - diagnosis</topic><topic>Pulmonary Disease, Chronic Obstructive - mortality</topic><topic>Retrospective Studies</topic><topic>Risk Assessment</topic><topic>ROC Curve</topic><topic>Severity of Illness Index</topic><topic>Time Factors</topic><topic>United Kingdom - epidemiology</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Echevarria, C</creatorcontrib><creatorcontrib>Steer, J</creatorcontrib><creatorcontrib>Heslop-Marshall, K</creatorcontrib><creatorcontrib>Stenton, SC</creatorcontrib><creatorcontrib>Hickey, PM</creatorcontrib><creatorcontrib>Hughes, R</creatorcontrib><creatorcontrib>Wijesinghe, M</creatorcontrib><creatorcontrib>Harrison, RN</creatorcontrib><creatorcontrib>Steen, N</creatorcontrib><creatorcontrib>Simpson, AJ</creatorcontrib><creatorcontrib>Gibson, GJ</creatorcontrib><creatorcontrib>Bourke, SC</creatorcontrib><collection>BMJ Open Access Journals</collection><collection>BMJ Journals:Open Access</collection><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>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 Edition)</collection><collection>ProQuest Central UK/Ireland</collection><collection>ProQuest Central</collection><collection>BMJ Journals</collection><collection>ProQuest One Community College</collection><collection>Health Research Premium Collection</collection><collection>Health Research Premium Collection (Alumni)</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>Health & Medical Collection (Alumni Edition)</collection><collection>Medical 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>ProQuest Central China</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>Thorax</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Echevarria, C</au><au>Steer, J</au><au>Heslop-Marshall, K</au><au>Stenton, SC</au><au>Hickey, PM</au><au>Hughes, R</au><au>Wijesinghe, M</au><au>Harrison, RN</au><au>Steen, N</au><au>Simpson, AJ</au><au>Gibson, GJ</au><au>Bourke, SC</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Validation of the DECAF score to predict hospital mortality in acute exacerbations of COPD</atitle><jtitle>Thorax</jtitle><addtitle>Thorax</addtitle><date>2016-02</date><risdate>2016</risdate><volume>71</volume><issue>2</issue><spage>133</spage><epage>140</epage><pages>133-140</pages><issn>0040-6376</issn><issn>1468-3296</issn><eissn>1468-3296</eissn><coden>THORA7</coden><abstract>BackgroundHospitalisation due to acute exacerbations of COPD (AECOPD) is common, and subsequent mortality high. The DECAF score was derived for accurate prediction of mortality and risk stratification to inform patient care. We aimed to validate the DECAF score, internally and externally, and to compare its performance to other predictive tools.MethodsThe study took place in the two hospitals within the derivation study (internal validation) and in four additional hospitals (external validation) between January 2012 and May 2014. Consecutive admissions were identified by screening admissions and searching coding records. Admission clinical data, including DECAF indices, and mortality were recorded. The prognostic value of DECAF and other scores were assessed by the area under the receiver operator characteristic (AUROC) curve.ResultsIn the internal and external validation cohorts, 880 and 845 patients were recruited. Mean age was 73.1 (SD 10.3) years, 54.3% were female, and mean (SD) FEV1 45.5 (18.3) per cent predicted. Overall mortality was 7.7%. The DECAF AUROC curve for inhospital mortality was 0.83 (95% CI 0.78 to 0.87) in the internal cohort and 0.82 (95% CI 0.77 to 0.87) in the external cohort, and was superior to other prognostic scores for inhospital or 30-day mortality.ConclusionsDECAF is a robust predictor of mortality, using indices routinely available on admission. Its generalisability is supported by consistent strong performance; it can identify low-risk patients (DECAF 0–1) potentially suitable for Hospital at Home or early supported discharge services, and high-risk patients (DECAF 3–6) for escalation planning or appropriate early palliation.Trial registration numberUKCRN ID 14214.</abstract><cop>England</cop><pub>BMJ Publishing Group LTD</pub><pmid>26769015</pmid><doi>10.1136/thoraxjnl-2015-207775</doi><tpages>8</tpages><oa>free_for_read</oa></addata></record> |
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subjects | Aged Cardiac arrhythmia Chronic Obstructive Pulmonary Disease Disease Progression Dyspnea Female Follow-Up Studies Hospital Mortality - trends Humans Male Medical research Mortality Patients Predictive Value of Tests Prognosis Pulmonary Disease, Chronic Obstructive - diagnosis Pulmonary Disease, Chronic Obstructive - mortality Retrospective Studies Risk Assessment ROC Curve Severity of Illness Index Time Factors United Kingdom - epidemiology |
title | Validation of the DECAF score to predict hospital mortality in acute exacerbations of COPD |
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