Development and validation of a prognostic score to predict mortality in patients with acute-on-chronic liver failure
Background & Aims Acute-on-chronic liver failure (ACLF) is a frequent syndrome (30% prevalence), characterized by acute decompensation of cirrhosis, organ failure(s) and high short-term mortality. This study develops and validates a specific prognostic score for ACLF patients. Methods Data from...
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creator | Jalan, Rajiv Saliba, Faouzi Pavesi, Marco Amoros, Alex Moreau, Richard Ginès, Pere Levesque, Eric Durand, Francois Angeli, Paolo Caraceni, Paolo Hopf, Corinna Alessandria, Carlo Rodriguez, Ezequiel Solis-Muñoz, Pablo Laleman, Wim Trebicka, Jonel Zeuzem, Stefan Gustot, Thierry Mookerjee, Rajeshwar Elkrief, Laure Soriano, German Cordoba, Joan Morando, Filippo Gerbes, Alexander Agarwal, Banwari Samuel, Didier Bernardi, Mauro Arroyo, Vicente |
description | Background & Aims Acute-on-chronic liver failure (ACLF) is a frequent syndrome (30% prevalence), characterized by acute decompensation of cirrhosis, organ failure(s) and high short-term mortality. This study develops and validates a specific prognostic score for ACLF patients. Methods Data from 1349 patients included in the CANONIC study were used. First, a simplified organ function scoring system (CLIF Consortium Organ Failure score, CLIF-C OFs) was developed to diagnose ACLF using data from all patients. Subsequently, in 275 patients with ACLF, CLIF-C OFs and two other independent predictors of mortality (age and white blood cell count) were combined to develop a specific prognostic score for ACLF (CLIF Consortium ACLF score [CLIF-C ACLFs]). A concordance index (C-index) was used to compare the discrimination abilities of CLIF-C ACLF, MELD, MELD-sodium (MELD-Na), and Child-Pugh (CPs) scores. The CLIF-C ACLFs was validated in an external cohort and assessed for sequential use. Results The CLIF-C ACLFs showed a significantly higher predictive accuracy than MELDs, MELD-Nas, and CPs, reducing (19–28%) the corresponding prediction error rates at all main time points after ACLF diagnosis (28, 90, 180, and 365 days) in both the CANONIC and the external validation cohort. CLIF-C ACLFs computed at 48 h, 3–7 days, and 8–15 days after ACLF diagnosis predicted the 28-day mortality significantly better than at diagnosis. Conclusions The CLIF-C ACLFs at ACLF diagnosis is superior to the MELDs and MELD-Nas in predicting mortality. The CLIF-C ACLFs is a clinically relevant, validated scoring system that can be used sequentially to stratify the risk of mortality in ACLF patients. |
doi_str_mv | 10.1016/j.jhep.2014.06.012 |
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This study develops and validates a specific prognostic score for ACLF patients. Methods Data from 1349 patients included in the CANONIC study were used. First, a simplified organ function scoring system (CLIF Consortium Organ Failure score, CLIF-C OFs) was developed to diagnose ACLF using data from all patients. Subsequently, in 275 patients with ACLF, CLIF-C OFs and two other independent predictors of mortality (age and white blood cell count) were combined to develop a specific prognostic score for ACLF (CLIF Consortium ACLF score [CLIF-C ACLFs]). A concordance index (C-index) was used to compare the discrimination abilities of CLIF-C ACLF, MELD, MELD-sodium (MELD-Na), and Child-Pugh (CPs) scores. The CLIF-C ACLFs was validated in an external cohort and assessed for sequential use. Results The CLIF-C ACLFs showed a significantly higher predictive accuracy than MELDs, MELD-Nas, and CPs, reducing (19–28%) the corresponding prediction error rates at all main time points after ACLF diagnosis (28, 90, 180, and 365 days) in both the CANONIC and the external validation cohort. CLIF-C ACLFs computed at 48 h, 3–7 days, and 8–15 days after ACLF diagnosis predicted the 28-day mortality significantly better than at diagnosis. Conclusions The CLIF-C ACLFs at ACLF diagnosis is superior to the MELDs and MELD-Nas in predicting mortality. The CLIF-C ACLFs is a clinically relevant, validated scoring system that can be used sequentially to stratify the risk of mortality in ACLF patients.</description><identifier>ISSN: 0168-8278</identifier><identifier>EISSN: 1600-0641</identifier><identifier>DOI: 10.1016/j.jhep.2014.06.012</identifier><identifier>PMID: 24950482</identifier><language>eng</language><publisher>Netherlands: Elsevier B.V</publisher><subject>Acute-on-chronic liver failure ; Acute-On-Chronic Liver Failure - diagnosis ; Acute-On-Chronic Liver Failure - mortality ; Adult ; Aged ; Cirrhosis ; Cohort Studies ; Databases, Factual ; Europe - epidemiology ; Female ; Gastroenterology and Hepatology ; Humans ; Liver Cirrhosis - mortality ; Male ; Middle Aged ; Multi-organ failure ; Prognosis ; Sepsis ; Severity of Illness Index ; Time Factors</subject><ispartof>Journal of hepatology, 2014-11, Vol.61 (5), p.1038-1047</ispartof><rights>European Association for the Study of the Liver</rights><rights>2014 European Association for the Study of the Liver</rights><rights>Copyright © 2014 European Association for the Study of the Liver. Published by Elsevier B.V. All rights reserved.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c525t-29439e8942dfe0a48a1d79d25f6aef01d835a29037398fe526b4ca676a9058213</citedby><cites>FETCH-LOGICAL-c525t-29439e8942dfe0a48a1d79d25f6aef01d835a29037398fe526b4ca676a9058213</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://dx.doi.org/10.1016/j.jhep.2014.06.012$$EHTML$$P50$$Gelsevier$$H</linktohtml><link.rule.ids>314,777,781,3537,27905,27906,45976</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/24950482$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Jalan, Rajiv</creatorcontrib><creatorcontrib>Saliba, Faouzi</creatorcontrib><creatorcontrib>Pavesi, Marco</creatorcontrib><creatorcontrib>Amoros, Alex</creatorcontrib><creatorcontrib>Moreau, Richard</creatorcontrib><creatorcontrib>Ginès, Pere</creatorcontrib><creatorcontrib>Levesque, Eric</creatorcontrib><creatorcontrib>Durand, Francois</creatorcontrib><creatorcontrib>Angeli, Paolo</creatorcontrib><creatorcontrib>Caraceni, Paolo</creatorcontrib><creatorcontrib>Hopf, Corinna</creatorcontrib><creatorcontrib>Alessandria, Carlo</creatorcontrib><creatorcontrib>Rodriguez, Ezequiel</creatorcontrib><creatorcontrib>Solis-Muñoz, Pablo</creatorcontrib><creatorcontrib>Laleman, Wim</creatorcontrib><creatorcontrib>Trebicka, Jonel</creatorcontrib><creatorcontrib>Zeuzem, Stefan</creatorcontrib><creatorcontrib>Gustot, Thierry</creatorcontrib><creatorcontrib>Mookerjee, Rajeshwar</creatorcontrib><creatorcontrib>Elkrief, Laure</creatorcontrib><creatorcontrib>Soriano, German</creatorcontrib><creatorcontrib>Cordoba, Joan</creatorcontrib><creatorcontrib>Morando, Filippo</creatorcontrib><creatorcontrib>Gerbes, Alexander</creatorcontrib><creatorcontrib>Agarwal, Banwari</creatorcontrib><creatorcontrib>Samuel, Didier</creatorcontrib><creatorcontrib>Bernardi, Mauro</creatorcontrib><creatorcontrib>Arroyo, Vicente</creatorcontrib><creatorcontrib>CANONIC study investigators of the EASL-CLIF Consortium</creatorcontrib><title>Development and validation of a prognostic score to predict mortality in patients with acute-on-chronic liver failure</title><title>Journal of hepatology</title><addtitle>J Hepatol</addtitle><description>Background & Aims Acute-on-chronic liver failure (ACLF) is a frequent syndrome (30% prevalence), characterized by acute decompensation of cirrhosis, organ failure(s) and high short-term mortality. This study develops and validates a specific prognostic score for ACLF patients. Methods Data from 1349 patients included in the CANONIC study were used. First, a simplified organ function scoring system (CLIF Consortium Organ Failure score, CLIF-C OFs) was developed to diagnose ACLF using data from all patients. Subsequently, in 275 patients with ACLF, CLIF-C OFs and two other independent predictors of mortality (age and white blood cell count) were combined to develop a specific prognostic score for ACLF (CLIF Consortium ACLF score [CLIF-C ACLFs]). A concordance index (C-index) was used to compare the discrimination abilities of CLIF-C ACLF, MELD, MELD-sodium (MELD-Na), and Child-Pugh (CPs) scores. The CLIF-C ACLFs was validated in an external cohort and assessed for sequential use. Results The CLIF-C ACLFs showed a significantly higher predictive accuracy than MELDs, MELD-Nas, and CPs, reducing (19–28%) the corresponding prediction error rates at all main time points after ACLF diagnosis (28, 90, 180, and 365 days) in both the CANONIC and the external validation cohort. CLIF-C ACLFs computed at 48 h, 3–7 days, and 8–15 days after ACLF diagnosis predicted the 28-day mortality significantly better than at diagnosis. Conclusions The CLIF-C ACLFs at ACLF diagnosis is superior to the MELDs and MELD-Nas in predicting mortality. The CLIF-C ACLFs is a clinically relevant, validated scoring system that can be used sequentially to stratify the risk of mortality in ACLF patients.</description><subject>Acute-on-chronic liver failure</subject><subject>Acute-On-Chronic Liver Failure - diagnosis</subject><subject>Acute-On-Chronic Liver Failure - mortality</subject><subject>Adult</subject><subject>Aged</subject><subject>Cirrhosis</subject><subject>Cohort Studies</subject><subject>Databases, Factual</subject><subject>Europe - epidemiology</subject><subject>Female</subject><subject>Gastroenterology and Hepatology</subject><subject>Humans</subject><subject>Liver Cirrhosis - mortality</subject><subject>Male</subject><subject>Middle Aged</subject><subject>Multi-organ failure</subject><subject>Prognosis</subject><subject>Sepsis</subject><subject>Severity of Illness Index</subject><subject>Time Factors</subject><issn>0168-8278</issn><issn>1600-0641</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2014</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNp9kcGK1TAUhoMoznX0BVxIlm5aT9I0NwERZNQZYcCFug6Z9NSb2jY1Se9w396UO7pw4erA4ft_ON8h5CWDmgGTb4Z6OOBSc2CiBlkD44_IjkmACqRgj8muQKpSfK8uyLOUBgBoQIun5IIL3YJQfEfWD3jEMSwTzpnauaNHO_rOZh9mGnpq6RLDjzmk7B1NLkSkOZQddt5lOoWYC55P1M90KaFSkui9zwdq3ZqxCnPlDjHMJTz6I0baWz-uEZ-TJ70dE754mJfk-6eP365uqtsv15-v3t9WruVtrrgWjUalBe96BCuUZd1ed7ztpcUeWKea1nINzb7RqseWyzvhrNxLq6FVnDWX5PW5t1zxa8WUzeSTw3G0M4Y1GSaZkFpLpQrKz6iLIaWIvVmin2w8GQZm020Gs-k2m24D0hTdJfTqoX-9m7D7G_njtwBvzwCWK48eo0muWHLFX0SXTRf8__vf_RN3oy827fgTT5iGsMa5-DPMJG7AfN0evv2bCQABqm1-AzoIpxY</recordid><startdate>20141101</startdate><enddate>20141101</enddate><creator>Jalan, Rajiv</creator><creator>Saliba, Faouzi</creator><creator>Pavesi, Marco</creator><creator>Amoros, Alex</creator><creator>Moreau, Richard</creator><creator>Ginès, Pere</creator><creator>Levesque, Eric</creator><creator>Durand, Francois</creator><creator>Angeli, Paolo</creator><creator>Caraceni, Paolo</creator><creator>Hopf, Corinna</creator><creator>Alessandria, Carlo</creator><creator>Rodriguez, Ezequiel</creator><creator>Solis-Muñoz, Pablo</creator><creator>Laleman, Wim</creator><creator>Trebicka, Jonel</creator><creator>Zeuzem, Stefan</creator><creator>Gustot, Thierry</creator><creator>Mookerjee, Rajeshwar</creator><creator>Elkrief, Laure</creator><creator>Soriano, German</creator><creator>Cordoba, Joan</creator><creator>Morando, Filippo</creator><creator>Gerbes, Alexander</creator><creator>Agarwal, Banwari</creator><creator>Samuel, Didier</creator><creator>Bernardi, Mauro</creator><creator>Arroyo, Vicente</creator><general>Elsevier B.V</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>7X8</scope></search><sort><creationdate>20141101</creationdate><title>Development and validation of a prognostic score to predict mortality in patients with acute-on-chronic liver failure</title><author>Jalan, Rajiv ; Saliba, Faouzi ; Pavesi, Marco ; Amoros, Alex ; Moreau, Richard ; Ginès, Pere ; Levesque, Eric ; Durand, Francois ; Angeli, Paolo ; Caraceni, Paolo ; Hopf, Corinna ; Alessandria, Carlo ; Rodriguez, Ezequiel ; Solis-Muñoz, Pablo ; Laleman, Wim ; Trebicka, Jonel ; Zeuzem, Stefan ; Gustot, Thierry ; Mookerjee, Rajeshwar ; Elkrief, Laure ; Soriano, German ; Cordoba, Joan ; Morando, Filippo ; Gerbes, Alexander ; Agarwal, Banwari ; Samuel, Didier ; Bernardi, Mauro ; Arroyo, Vicente</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c525t-29439e8942dfe0a48a1d79d25f6aef01d835a29037398fe526b4ca676a9058213</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2014</creationdate><topic>Acute-on-chronic liver failure</topic><topic>Acute-On-Chronic Liver Failure - diagnosis</topic><topic>Acute-On-Chronic Liver Failure - mortality</topic><topic>Adult</topic><topic>Aged</topic><topic>Cirrhosis</topic><topic>Cohort Studies</topic><topic>Databases, Factual</topic><topic>Europe - epidemiology</topic><topic>Female</topic><topic>Gastroenterology and Hepatology</topic><topic>Humans</topic><topic>Liver Cirrhosis - mortality</topic><topic>Male</topic><topic>Middle Aged</topic><topic>Multi-organ failure</topic><topic>Prognosis</topic><topic>Sepsis</topic><topic>Severity of Illness Index</topic><topic>Time Factors</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Jalan, Rajiv</creatorcontrib><creatorcontrib>Saliba, Faouzi</creatorcontrib><creatorcontrib>Pavesi, Marco</creatorcontrib><creatorcontrib>Amoros, Alex</creatorcontrib><creatorcontrib>Moreau, Richard</creatorcontrib><creatorcontrib>Ginès, Pere</creatorcontrib><creatorcontrib>Levesque, Eric</creatorcontrib><creatorcontrib>Durand, Francois</creatorcontrib><creatorcontrib>Angeli, Paolo</creatorcontrib><creatorcontrib>Caraceni, Paolo</creatorcontrib><creatorcontrib>Hopf, Corinna</creatorcontrib><creatorcontrib>Alessandria, Carlo</creatorcontrib><creatorcontrib>Rodriguez, Ezequiel</creatorcontrib><creatorcontrib>Solis-Muñoz, Pablo</creatorcontrib><creatorcontrib>Laleman, Wim</creatorcontrib><creatorcontrib>Trebicka, Jonel</creatorcontrib><creatorcontrib>Zeuzem, Stefan</creatorcontrib><creatorcontrib>Gustot, Thierry</creatorcontrib><creatorcontrib>Mookerjee, Rajeshwar</creatorcontrib><creatorcontrib>Elkrief, Laure</creatorcontrib><creatorcontrib>Soriano, German</creatorcontrib><creatorcontrib>Cordoba, Joan</creatorcontrib><creatorcontrib>Morando, Filippo</creatorcontrib><creatorcontrib>Gerbes, Alexander</creatorcontrib><creatorcontrib>Agarwal, Banwari</creatorcontrib><creatorcontrib>Samuel, Didier</creatorcontrib><creatorcontrib>Bernardi, Mauro</creatorcontrib><creatorcontrib>Arroyo, Vicente</creatorcontrib><creatorcontrib>CANONIC study investigators of the EASL-CLIF Consortium</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><jtitle>Journal of hepatology</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Jalan, Rajiv</au><au>Saliba, Faouzi</au><au>Pavesi, Marco</au><au>Amoros, Alex</au><au>Moreau, Richard</au><au>Ginès, Pere</au><au>Levesque, Eric</au><au>Durand, Francois</au><au>Angeli, Paolo</au><au>Caraceni, Paolo</au><au>Hopf, Corinna</au><au>Alessandria, Carlo</au><au>Rodriguez, Ezequiel</au><au>Solis-Muñoz, Pablo</au><au>Laleman, Wim</au><au>Trebicka, Jonel</au><au>Zeuzem, Stefan</au><au>Gustot, Thierry</au><au>Mookerjee, Rajeshwar</au><au>Elkrief, Laure</au><au>Soriano, German</au><au>Cordoba, Joan</au><au>Morando, Filippo</au><au>Gerbes, Alexander</au><au>Agarwal, Banwari</au><au>Samuel, Didier</au><au>Bernardi, Mauro</au><au>Arroyo, Vicente</au><aucorp>CANONIC study investigators of the EASL-CLIF Consortium</aucorp><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Development and validation of a prognostic score to predict mortality in patients with acute-on-chronic liver failure</atitle><jtitle>Journal of hepatology</jtitle><addtitle>J Hepatol</addtitle><date>2014-11-01</date><risdate>2014</risdate><volume>61</volume><issue>5</issue><spage>1038</spage><epage>1047</epage><pages>1038-1047</pages><issn>0168-8278</issn><eissn>1600-0641</eissn><abstract>Background & Aims Acute-on-chronic liver failure (ACLF) is a frequent syndrome (30% prevalence), characterized by acute decompensation of cirrhosis, organ failure(s) and high short-term mortality. This study develops and validates a specific prognostic score for ACLF patients. Methods Data from 1349 patients included in the CANONIC study were used. First, a simplified organ function scoring system (CLIF Consortium Organ Failure score, CLIF-C OFs) was developed to diagnose ACLF using data from all patients. Subsequently, in 275 patients with ACLF, CLIF-C OFs and two other independent predictors of mortality (age and white blood cell count) were combined to develop a specific prognostic score for ACLF (CLIF Consortium ACLF score [CLIF-C ACLFs]). A concordance index (C-index) was used to compare the discrimination abilities of CLIF-C ACLF, MELD, MELD-sodium (MELD-Na), and Child-Pugh (CPs) scores. The CLIF-C ACLFs was validated in an external cohort and assessed for sequential use. Results The CLIF-C ACLFs showed a significantly higher predictive accuracy than MELDs, MELD-Nas, and CPs, reducing (19–28%) the corresponding prediction error rates at all main time points after ACLF diagnosis (28, 90, 180, and 365 days) in both the CANONIC and the external validation cohort. CLIF-C ACLFs computed at 48 h, 3–7 days, and 8–15 days after ACLF diagnosis predicted the 28-day mortality significantly better than at diagnosis. Conclusions The CLIF-C ACLFs at ACLF diagnosis is superior to the MELDs and MELD-Nas in predicting mortality. The CLIF-C ACLFs is a clinically relevant, validated scoring system that can be used sequentially to stratify the risk of mortality in ACLF patients.</abstract><cop>Netherlands</cop><pub>Elsevier B.V</pub><pmid>24950482</pmid><doi>10.1016/j.jhep.2014.06.012</doi><tpages>10</tpages><oa>free_for_read</oa></addata></record> |
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subjects | Acute-on-chronic liver failure Acute-On-Chronic Liver Failure - diagnosis Acute-On-Chronic Liver Failure - mortality Adult Aged Cirrhosis Cohort Studies Databases, Factual Europe - epidemiology Female Gastroenterology and Hepatology Humans Liver Cirrhosis - mortality Male Middle Aged Multi-organ failure Prognosis Sepsis Severity of Illness Index Time Factors |
title | Development and validation of a prognostic score to predict mortality in patients with acute-on-chronic liver failure |
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