The MELD Score Is Superior to the Maddrey Discriminant Function Score to Predict Short-Term Mortality in Alcohol-Associated Hepatitis: A Global Study
ABSTRACT: Introduction: Several scoring systems predict mortality in alcohol-associated hepatitis (AH), including the Maddrey discriminant function (mDF) and model for end-stage liver disease (MELD) score developed in the United States, Glasgow alcoholic hepatitis score in the United Kingdom, and ag...
- Autores:
-
Restrepo Gutiérrez, Juan Carlos
Ventura Cots, M.
Altamirano, J.
Ábrales, J. G.
Cruz Lemini, M.
Thursz, M. R.
Atkinson, S. R.
Sarin, S. K.
Kim, W.
Chávez Araujo, R.
Higuera de la Tijera, M. F.
Singal, A. K.
Shah, V. H.
Kamath, P. S.
Duarte Rojo, A.
Charles, E. A.
Vargas, V.
Jager, M.
Rautou, P. E.
Rincón, D.
Zamarripa, F.
Morales Arráez, D.
Torre, A.
Lucey, M. R.
Arab, J. P.
Mathurin, P.
Louvet, A.
García Tsao, G.
González, J. A.
Verna, E. C.
Brown Jr, R. S.
Argemi, J.
Fernández Carrillo, C.
Clemente, A.
Alvarado Tapias, E.
Forrest, E.
Allison, M.
Bataller, R.
- Tipo de recurso:
- Article of investigation
- Fecha de publicación:
- 2022
- Institución:
- Universidad de Antioquia
- Repositorio:
- Repositorio UdeA
- Idioma:
- eng
- OAI Identifier:
- oai:bibliotecadigital.udea.edu.co:10495/40151
- Acceso en línea:
- https://hdl.handle.net/10495/40151
- Palabra clave:
- Análisis Discriminante
Discriminant Analysis
Enfermedad Hepática en Estado Terminal
End Stage Liver Disease
Mortalidad
Mortality
Estudios de Seguimiento
Follow-Up Studies
Hepatitis Alcohólica
Hepatitis, Alcoholic
Pruebas de Función Hepática
Liver Function Tests
Curva ROC
ROC Curve
Factores de Riesgo
Risk Factors
Índice de Severidad de la Enfermedad
Severity of Illness Index
Tasa de Supervivencia
Survival Rate
Factores de Tiempo
Time Factors
https://id.nlm.nih.gov/mesh/D016002
https://id.nlm.nih.gov/mesh/D058625
https://id.nlm.nih.gov/mesh/D009026
https://id.nlm.nih.gov/mesh/D005500
https://id.nlm.nih.gov/mesh/D006519
https://id.nlm.nih.gov/mesh/D008111
https://id.nlm.nih.gov/mesh/D012372
https://id.nlm.nih.gov/mesh/D012307
https://id.nlm.nih.gov/mesh/D012720
https://id.nlm.nih.gov/mesh/D015996
https://id.nlm.nih.gov/mesh/D013997
- Rights
- openAccess
- License
- http://creativecommons.org/licenses/by-nc-sa/2.5/co/
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| dc.title.spa.fl_str_mv |
The MELD Score Is Superior to the Maddrey Discriminant Function Score to Predict Short-Term Mortality in Alcohol-Associated Hepatitis: A Global Study |
| title |
The MELD Score Is Superior to the Maddrey Discriminant Function Score to Predict Short-Term Mortality in Alcohol-Associated Hepatitis: A Global Study |
| spellingShingle |
The MELD Score Is Superior to the Maddrey Discriminant Function Score to Predict Short-Term Mortality in Alcohol-Associated Hepatitis: A Global Study Análisis Discriminante Discriminant Analysis Enfermedad Hepática en Estado Terminal End Stage Liver Disease Mortalidad Mortality Estudios de Seguimiento Follow-Up Studies Hepatitis Alcohólica Hepatitis, Alcoholic Pruebas de Función Hepática Liver Function Tests Curva ROC ROC Curve Factores de Riesgo Risk Factors Índice de Severidad de la Enfermedad Severity of Illness Index Tasa de Supervivencia Survival Rate Factores de Tiempo Time Factors https://id.nlm.nih.gov/mesh/D016002 https://id.nlm.nih.gov/mesh/D058625 https://id.nlm.nih.gov/mesh/D009026 https://id.nlm.nih.gov/mesh/D005500 https://id.nlm.nih.gov/mesh/D006519 https://id.nlm.nih.gov/mesh/D008111 https://id.nlm.nih.gov/mesh/D012372 https://id.nlm.nih.gov/mesh/D012307 https://id.nlm.nih.gov/mesh/D012720 https://id.nlm.nih.gov/mesh/D015996 https://id.nlm.nih.gov/mesh/D013997 |
| title_short |
The MELD Score Is Superior to the Maddrey Discriminant Function Score to Predict Short-Term Mortality in Alcohol-Associated Hepatitis: A Global Study |
| title_full |
The MELD Score Is Superior to the Maddrey Discriminant Function Score to Predict Short-Term Mortality in Alcohol-Associated Hepatitis: A Global Study |
| title_fullStr |
The MELD Score Is Superior to the Maddrey Discriminant Function Score to Predict Short-Term Mortality in Alcohol-Associated Hepatitis: A Global Study |
| title_full_unstemmed |
The MELD Score Is Superior to the Maddrey Discriminant Function Score to Predict Short-Term Mortality in Alcohol-Associated Hepatitis: A Global Study |
| title_sort |
The MELD Score Is Superior to the Maddrey Discriminant Function Score to Predict Short-Term Mortality in Alcohol-Associated Hepatitis: A Global Study |
| dc.creator.fl_str_mv |
Restrepo Gutiérrez, Juan Carlos Ventura Cots, M. Altamirano, J. Ábrales, J. G. Cruz Lemini, M. Thursz, M. R. Atkinson, S. R. Sarin, S. K. Kim, W. Chávez Araujo, R. Higuera de la Tijera, M. F. Singal, A. K. Shah, V. H. Kamath, P. S. Duarte Rojo, A. Charles, E. A. Vargas, V. Jager, M. Rautou, P. E. Rincón, D. Zamarripa, F. Morales Arráez, D. Torre, A. Lucey, M. R. Arab, J. P. Mathurin, P. Louvet, A. García Tsao, G. González, J. A. Verna, E. C. Brown Jr, R. S. Argemi, J. Fernández Carrillo, C. Clemente, A. Alvarado Tapias, E. Forrest, E. Allison, M. Bataller, R. |
| dc.contributor.author.none.fl_str_mv |
Restrepo Gutiérrez, Juan Carlos Ventura Cots, M. Altamirano, J. Ábrales, J. G. Cruz Lemini, M. Thursz, M. R. Atkinson, S. R. Sarin, S. K. Kim, W. Chávez Araujo, R. Higuera de la Tijera, M. F. Singal, A. K. Shah, V. H. Kamath, P. S. Duarte Rojo, A. Charles, E. A. Vargas, V. Jager, M. Rautou, P. E. Rincón, D. Zamarripa, F. Morales Arráez, D. Torre, A. Lucey, M. R. Arab, J. P. Mathurin, P. Louvet, A. García Tsao, G. González, J. A. Verna, E. C. Brown Jr, R. S. Argemi, J. Fernández Carrillo, C. Clemente, A. Alvarado Tapias, E. Forrest, E. Allison, M. Bataller, R. |
| dc.contributor.researchgroup.spa.fl_str_mv |
Grupo de Gastrohepatología |
| dc.subject.decs.none.fl_str_mv |
Análisis Discriminante Discriminant Analysis Enfermedad Hepática en Estado Terminal End Stage Liver Disease Mortalidad Mortality Estudios de Seguimiento Follow-Up Studies Hepatitis Alcohólica Hepatitis, Alcoholic Pruebas de Función Hepática Liver Function Tests Curva ROC ROC Curve Factores de Riesgo Risk Factors Índice de Severidad de la Enfermedad Severity of Illness Index Tasa de Supervivencia Survival Rate Factores de Tiempo Time Factors |
| topic |
Análisis Discriminante Discriminant Analysis Enfermedad Hepática en Estado Terminal End Stage Liver Disease Mortalidad Mortality Estudios de Seguimiento Follow-Up Studies Hepatitis Alcohólica Hepatitis, Alcoholic Pruebas de Función Hepática Liver Function Tests Curva ROC ROC Curve Factores de Riesgo Risk Factors Índice de Severidad de la Enfermedad Severity of Illness Index Tasa de Supervivencia Survival Rate Factores de Tiempo Time Factors https://id.nlm.nih.gov/mesh/D016002 https://id.nlm.nih.gov/mesh/D058625 https://id.nlm.nih.gov/mesh/D009026 https://id.nlm.nih.gov/mesh/D005500 https://id.nlm.nih.gov/mesh/D006519 https://id.nlm.nih.gov/mesh/D008111 https://id.nlm.nih.gov/mesh/D012372 https://id.nlm.nih.gov/mesh/D012307 https://id.nlm.nih.gov/mesh/D012720 https://id.nlm.nih.gov/mesh/D015996 https://id.nlm.nih.gov/mesh/D013997 |
| dc.subject.meshuri.none.fl_str_mv |
https://id.nlm.nih.gov/mesh/D016002 https://id.nlm.nih.gov/mesh/D058625 https://id.nlm.nih.gov/mesh/D009026 https://id.nlm.nih.gov/mesh/D005500 https://id.nlm.nih.gov/mesh/D006519 https://id.nlm.nih.gov/mesh/D008111 https://id.nlm.nih.gov/mesh/D012372 https://id.nlm.nih.gov/mesh/D012307 https://id.nlm.nih.gov/mesh/D012720 https://id.nlm.nih.gov/mesh/D015996 https://id.nlm.nih.gov/mesh/D013997 |
| description |
ABSTRACT: Introduction: Several scoring systems predict mortality in alcohol-associated hepatitis (AH), including the Maddrey discriminant function (mDF) and model for end-stage liver disease (MELD) score developed in the United States, Glasgow alcoholic hepatitis score in the United Kingdom, and age, bilirubin, international normalized ratio, and creatinine score in Spain. To date, no global studies have examined the utility of these scores, nor has the MELD-sodium been evaluated for outcome prediction in AH. In this study, we assessed the accuracy of different scores to predict short-term mortality in AH and investigated additional factors to improve mortality prediction. Methods: Patients admitted to hospital with a definite or probable AH were recruited by 85 tertiary centers in 11 countries and across 3 continents. Baseline demographic and laboratory variables were obtained. The primary outcome was all-cause mortality at 28 and 90 days. Results: In total, 3,101 patients were eligible for inclusion. After exclusions (n = 520), 2,581 patients were enrolled (74.4% male, median age 48 years, interquartile range 40.9-55.0 years). The median MELD score was 23.5 (interquartile range 20.5-27.8). Mortality at 28 and 90 days was 20% and 30.9%, respectively. The area under the receiver operating characteristic curve for 28-day mortality ranged from 0.776 for MELD-sodium to 0.701 for mDF, and for 90-day mortality, it ranged from 0.773 for MELD to 0.709 for mDF. The area under the receiver operating characteristic curve for mDF to predict death was significantly lower than all other scores. Age added to MELD obtained only a small improvement of AUC. Discussion: These results suggest that the mDF score should no longer be used to assess AH's prognosis. The MELD score has the best performance in predicting short-term mortality. |
| publishDate |
2022 |
| dc.date.issued.none.fl_str_mv |
2022 |
| dc.date.accessioned.none.fl_str_mv |
2024-06-19T21:06:25Z |
| dc.date.available.none.fl_str_mv |
2024-06-19T21:06:25Z |
| dc.type.spa.fl_str_mv |
Artículo de investigación |
| dc.type.coar.spa.fl_str_mv |
http://purl.org/coar/resource_type/c_2df8fbb1 |
| dc.type.redcol.spa.fl_str_mv |
https://purl.org/redcol/resource_type/ART |
| dc.type.driver.spa.fl_str_mv |
info:eu-repo/semantics/article |
| dc.type.version.spa.fl_str_mv |
info:eu-repo/semantics/acceptedVersion |
| format |
http://purl.org/coar/resource_type/c_2df8fbb1 |
| status_str |
acceptedVersion |
| dc.identifier.issn.none.fl_str_mv |
0002-9270 |
| dc.identifier.uri.none.fl_str_mv |
https://hdl.handle.net/10495/40151 |
| dc.identifier.doi.none.fl_str_mv |
10.14309/ajg.0000000000001596 |
| dc.identifier.eissn.none.fl_str_mv |
1572-0241 |
| identifier_str_mv |
0002-9270 10.14309/ajg.0000000000001596 1572-0241 |
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https://hdl.handle.net/10495/40151 |
| dc.language.iso.spa.fl_str_mv |
eng |
| language |
eng |
| dc.relation.ispartofjournalabbrev.spa.fl_str_mv |
Am. J. Gastroenterol. |
| dc.relation.citationendpage.spa.fl_str_mv |
24 |
| dc.relation.citationissue.spa.fl_str_mv |
2 |
| dc.relation.citationstartpage.spa.fl_str_mv |
1 |
| dc.relation.citationvolume.spa.fl_str_mv |
117 |
| dc.relation.ispartofjournal.spa.fl_str_mv |
The American Journal of Gastroenterology |
| dc.rights.uri.*.fl_str_mv |
http://creativecommons.org/licenses/by-nc-sa/2.5/co/ |
| dc.rights.uri.spa.fl_str_mv |
https://creativecommons.org/licenses/by-nc-sa/4.0/ |
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info:eu-repo/semantics/openAccess |
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http://purl.org/coar/access_right/c_abf2 |
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http://creativecommons.org/licenses/by-nc-sa/2.5/co/ https://creativecommons.org/licenses/by-nc-sa/4.0/ http://purl.org/coar/access_right/c_abf2 |
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openAccess |
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24 páginas |
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application/pdf |
| dc.publisher.spa.fl_str_mv |
Lippincott Williams & Wilkins |
| dc.publisher.place.spa.fl_str_mv |
Nueva York, Estados unidos |
| institution |
Universidad de Antioquia |
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| spelling |
Restrepo Gutiérrez, Juan CarlosVentura Cots, M.Altamirano, J.Ábrales, J. G.Cruz Lemini, M.Thursz, M. R.Atkinson, S. R.Sarin, S. K.Kim, W.Chávez Araujo, R.Higuera de la Tijera, M. F.Singal, A. K.Shah, V. H.Kamath, P. S.Duarte Rojo, A.Charles, E. A.Vargas, V.Jager, M.Rautou, P. E.Rincón, D.Zamarripa, F.Morales Arráez, D.Torre, A.Lucey, M. R.Arab, J. P.Mathurin, P.Louvet, A.García Tsao, G.González, J. A.Verna, E. C.Brown Jr, R. S.Argemi, J.Fernández Carrillo, C.Clemente, A.Alvarado Tapias, E.Forrest, E.Allison, M.Bataller, R.Grupo de Gastrohepatología2024-06-19T21:06:25Z2024-06-19T21:06:25Z20220002-9270https://hdl.handle.net/10495/4015110.14309/ajg.00000000000015961572-0241ABSTRACT: Introduction: Several scoring systems predict mortality in alcohol-associated hepatitis (AH), including the Maddrey discriminant function (mDF) and model for end-stage liver disease (MELD) score developed in the United States, Glasgow alcoholic hepatitis score in the United Kingdom, and age, bilirubin, international normalized ratio, and creatinine score in Spain. To date, no global studies have examined the utility of these scores, nor has the MELD-sodium been evaluated for outcome prediction in AH. In this study, we assessed the accuracy of different scores to predict short-term mortality in AH and investigated additional factors to improve mortality prediction. Methods: Patients admitted to hospital with a definite or probable AH were recruited by 85 tertiary centers in 11 countries and across 3 continents. Baseline demographic and laboratory variables were obtained. The primary outcome was all-cause mortality at 28 and 90 days. Results: In total, 3,101 patients were eligible for inclusion. After exclusions (n = 520), 2,581 patients were enrolled (74.4% male, median age 48 years, interquartile range 40.9-55.0 years). The median MELD score was 23.5 (interquartile range 20.5-27.8). Mortality at 28 and 90 days was 20% and 30.9%, respectively. The area under the receiver operating characteristic curve for 28-day mortality ranged from 0.776 for MELD-sodium to 0.701 for mDF, and for 90-day mortality, it ranged from 0.773 for MELD to 0.709 for mDF. The area under the receiver operating characteristic curve for mDF to predict death was significantly lower than all other scores. Age added to MELD obtained only a small improvement of AUC. Discussion: These results suggest that the mDF score should no longer be used to assess AH's prognosis. The MELD score has the best performance in predicting short-term mortality.COL002415924 páginasapplication/pdfengLippincott Williams & WilkinsNueva York, Estados unidoshttp://creativecommons.org/licenses/by-nc-sa/2.5/co/https://creativecommons.org/licenses/by-nc-sa/4.0/info:eu-repo/semantics/openAccesshttp://purl.org/coar/access_right/c_abf2The MELD Score Is Superior to the Maddrey Discriminant Function Score to Predict Short-Term Mortality in Alcohol-Associated Hepatitis: A Global StudyArtículo de investigaciónhttp://purl.org/coar/resource_type/c_2df8fbb1https://purl.org/redcol/resource_type/ARTinfo:eu-repo/semantics/articleinfo:eu-repo/semantics/acceptedVersionAnálisis DiscriminanteDiscriminant AnalysisEnfermedad Hepática en Estado TerminalEnd Stage Liver DiseaseMortalidadMortalityEstudios de SeguimientoFollow-Up StudiesHepatitis AlcohólicaHepatitis, AlcoholicPruebas de Función HepáticaLiver Function TestsCurva ROCROC CurveFactores de RiesgoRisk FactorsÍndice de Severidad de la EnfermedadSeverity of Illness IndexTasa de SupervivenciaSurvival RateFactores de TiempoTime Factorshttps://id.nlm.nih.gov/mesh/D016002https://id.nlm.nih.gov/mesh/D058625https://id.nlm.nih.gov/mesh/D009026https://id.nlm.nih.gov/mesh/D005500https://id.nlm.nih.gov/mesh/D006519https://id.nlm.nih.gov/mesh/D008111https://id.nlm.nih.gov/mesh/D012372https://id.nlm.nih.gov/mesh/D012307https://id.nlm.nih.gov/mesh/D012720https://id.nlm.nih.gov/mesh/D015996https://id.nlm.nih.gov/mesh/D013997Am. J. Gastroenterol.2421117The American Journal of GastroenterologyPublicationCC-LICENSElicense_rdflicense_rdfapplication/rdf+xml; charset=utf-81051https://bibliotecadigital.udea.edu.co/bitstreams/fafa605f-58a1-4703-b070-fa6778e2a7f7/downloade2060682c9c70d4d30c83c51448f4eedMD52falseAnonymousREADLICENSElicense.txtlicense.txttext/plain; charset=utf-81748https://bibliotecadigital.udea.edu.co/bitstreams/cd6c9534-70eb-4fac-9035-1be9ced3dc47/download8a4605be74aa9ea9d79846c1fba20a33MD53falseAnonymousREADORIGINALRestrepoJuan_2022_MELD_Score_AlcoholHepatitis.pdfRestrepoJuan_2022_MELD_Score_AlcoholHepatitis.pdfArtículo de investigaciónapplication/pdf1023480https://bibliotecadigital.udea.edu.co/bitstreams/7a47f36f-c5d4-44d7-8a44-1a1e1cde0d08/downloadea88b34bbdbb04d5314522e194b42910MD51trueAnonymousREADTEXTRestrepoJuan_2022_MELD_Score_AlcoholHepatitis.pdf.txtRestrepoJuan_2022_MELD_Score_AlcoholHepatitis.pdf.txtExtracted texttext/plain57089https://bibliotecadigital.udea.edu.co/bitstreams/8b141438-dc07-40bc-b391-13464277c593/downloadb37314a0fd64cdd608409069eab28314MD54falseAnonymousREADTHUMBNAILRestrepoJuan_2022_MELD_Score_AlcoholHepatitis.pdf.jpgRestrepoJuan_2022_MELD_Score_AlcoholHepatitis.pdf.jpgGenerated Thumbnailimage/jpeg14991https://bibliotecadigital.udea.edu.co/bitstreams/7d0b0727-b755-4b06-8e11-94a182f93beb/download57df840bdd676a2e818f28a7e73d6d8dMD55falseAnonymousREAD10495/40151oai:bibliotecadigital.udea.edu.co:10495/401512025-03-26 19:19:20.687http://creativecommons.org/licenses/by-nc-sa/2.5/co/open.accesshttps://bibliotecadigital.udea.edu.coRepositorio Institucional de la Universidad de Antioquiaaplicacionbibliotecadigitalbiblioteca@udea.edu.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 |
