Gene score to quantify systemic inflammation in patients with acutely decompensated cirrhosis

BACKGROUND AND AIMS: Quantifying systemic inflammation (SI) in acutely decompensated cirrhosis (ADC) is of major importance because SI is a driver of the most severe forms of ADC, including acute-on-chronic liver failure (ACLF). Blood biomarkers of SI already evaluated in ADC failed to appropriately...

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Autores principales: Jonel Trebicka, Ferrán Aguilar, Alberto Queiróz Farias, Juan José Lozano, Cristina Sánchez-Garrido, Eva Usón-Raposo, Carlos de la Peña-Ramirez, Julia Sidorova, Anna Curto, Patricia Sierra-Casas, Patrícia Momoyo Zitelli, Mária Papp, Gustavo Pereira, Paolo Caraceni, Luciana L Goncalves, Carlo Alessandria, Aldo Torre, Wim Laleman, Adrián Gadano, Salvatore Piano, Ângelo Zambam de Mattos, Wen Gu, Maximilian Joseph Brol, Robert Schierwagen, Frank Erhard Uschner, Julia Fischer, Liliana Sampaio Costa Mendes, Víctor Manuel Vargas, Mário Reis Álvares‐da‐Silva, Rajeshwar P. Mookerjee, Paulo Lisboa Bittencourt, Carlos Benítez, Agustı́n Albillos, Cláudia Alves Couto, Manuel Mendizábal, Rafael Bañares, Claudio Toledo, Daniel Ferraz de Campos Mazo, Martin Janíčko, M. Castillo-Barradas, Martín Padilla, Pietro Gatti, Alina Miranda, R. Malé-Velázquez, Alexander Zipprich, André Castro-Lyra, Thierry Gustot, William Bernal, Alexander L. Gerbes, Rajiv Jalan, Javier Fernández, Paolo Angeli, Flair José Carrilho, Joan Clària, Richard Moreau, Vicente Arroyo
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Lenguaje:inglés
Publicado: 2025
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author Jonel Trebicka
Ferrán Aguilar
Alberto Queiróz Farias
Juan José Lozano
Cristina Sánchez-Garrido
Eva Usón-Raposo
Carlos de la Peña-Ramirez
Julia Sidorova
Anna Curto
Patricia Sierra-Casas
Patrícia Momoyo Zitelli
Mária Papp
Gustavo Pereira
Paolo Caraceni
Luciana L Goncalves
Carlo Alessandria
Aldo Torre
Wim Laleman
Adrián Gadano
Salvatore Piano
Ângelo Zambam de Mattos
Wen Gu
Maximilian Joseph Brol
Robert Schierwagen
Frank Erhard Uschner
Julia Fischer
Liliana Sampaio Costa Mendes
Víctor Manuel Vargas
Mário Reis Álvares‐da‐Silva
Rajeshwar P. Mookerjee
Paulo Lisboa Bittencourt
Carlos Benítez
Agustı́n Albillos
Cláudia Alves Couto
Manuel Mendizábal
Rafael Bañares
Claudio Toledo
Daniel Ferraz de Campos Mazo
Martin Janíčko
M. Castillo-Barradas
Martín Padilla
Pietro Gatti
Alina Miranda
R. Malé-Velázquez
Alexander Zipprich
André Castro-Lyra
Thierry Gustot
William Bernal
Alexander L. Gerbes
Rajiv Jalan
Javier Fernández
Paolo Angeli
Flair José Carrilho
Joan Clària
Richard Moreau
Vicente Arroyo
author_browse Adrián Gadano
Agustı́n Albillos
Alberto Queiróz Farias
Aldo Torre
Alexander L. Gerbes
Alexander Zipprich
Alina Miranda
André Castro-Lyra
Anna Curto
Carlo Alessandria
Carlos Benítez
Carlos de la Peña-Ramirez
Claudio Toledo
Cláudia Alves Couto
Cristina Sánchez-Garrido
Daniel Ferraz de Campos Mazo
Eva Usón-Raposo
Ferrán Aguilar
Flair José Carrilho
Frank Erhard Uschner
Gustavo Pereira
Javier Fernández
Joan Clària
Jonel Trebicka
Juan José Lozano
Julia Fischer
Julia Sidorova
Liliana Sampaio Costa Mendes
Luciana L Goncalves
M. Castillo-Barradas
Manuel Mendizábal
Martin Janíčko
Martín Padilla
Maximilian Joseph Brol
Mária Papp
Mário Reis Álvares‐da‐Silva
Paolo Angeli
Paolo Caraceni
Patricia Sierra-Casas
Patrícia Momoyo Zitelli
Paulo Lisboa Bittencourt
Pietro Gatti
R. Malé-Velázquez
Rafael Bañares
Rajeshwar P. Mookerjee
Rajiv Jalan
Richard Moreau
Robert Schierwagen
Salvatore Piano
Thierry Gustot
Vicente Arroyo
Víctor Manuel Vargas
Wen Gu
William Bernal
Wim Laleman
Ângelo Zambam de Mattos
author_facet Jonel Trebicka
Ferrán Aguilar
Alberto Queiróz Farias
Juan José Lozano
Cristina Sánchez-Garrido
Eva Usón-Raposo
Carlos de la Peña-Ramirez
Julia Sidorova
Anna Curto
Patricia Sierra-Casas
Patrícia Momoyo Zitelli
Mária Papp
Gustavo Pereira
Paolo Caraceni
Luciana L Goncalves
Carlo Alessandria
Aldo Torre
Wim Laleman
Adrián Gadano
Salvatore Piano
Ângelo Zambam de Mattos
Wen Gu
Maximilian Joseph Brol
Robert Schierwagen
Frank Erhard Uschner
Julia Fischer
Liliana Sampaio Costa Mendes
Víctor Manuel Vargas
Mário Reis Álvares‐da‐Silva
Rajeshwar P. Mookerjee
Paulo Lisboa Bittencourt
Carlos Benítez
Agustı́n Albillos
Cláudia Alves Couto
Manuel Mendizábal
Rafael Bañares
Claudio Toledo
Daniel Ferraz de Campos Mazo
Martin Janíčko
M. Castillo-Barradas
Martín Padilla
Pietro Gatti
Alina Miranda
R. Malé-Velázquez
Alexander Zipprich
André Castro-Lyra
Thierry Gustot
William Bernal
Alexander L. Gerbes
Rajiv Jalan
Javier Fernández
Paolo Angeli
Flair José Carrilho
Joan Clària
Richard Moreau
Vicente Arroyo
author_sort Jonel Trebicka
collection Producción científica
description BACKGROUND AND AIMS: Quantifying systemic inflammation (SI) in acutely decompensated cirrhosis (ADC) is of major importance because SI is a driver of the most severe forms of ADC, including acute-on-chronic liver failure (ACLF). Blood biomarkers of SI already evaluated in ADC failed to appropriately assess SI in ADC. We aimed to investigate whether gene expression related to circulating immune cells could quantify SI in ADC. METHODS: Standard biomarkers (white cell count, C reactive protein, cytokines) and genome-wide RNA expression (RNA-sequencing) were obtained in blood from 700 patients with ADC at the time of their hospital admission. A composite score based on standard biomarkers of SI (Chronic Liver Failure-Standard Biomarkers Composite (CLIF-SBC) score) and a gene score (CLIF-Systemic Inflammation Gene (SIG) score) composed of the 28 top differentially expressed immune cell-related genes in the comparison between high-severity and low-severity clinical phenotypes were computed. Among the 700 patients, the CLIF-SIG score was repeated once during follow-up in 375 patients, and 3 times or more in 46 patients. RESULTS: The CLIF-SIG score was more accurate in reflecting clinical severity induced by SI than the CLIF-SBC score (area under the curve 0.803 vs 0.658). A CLIF-SIG score of 0.386 (Youden Index) was the best cut-off level discriminating patients with poor outcomes from the others, in all clinical scenarios. Sequential measurement of the CLIF-SIG score showed that 78% of patients were admitted at the peak or descending part of the SI-wave. ACLF developed during hospitalisation in 80% of patients with a CLIF-SIG score >0.386 on admission. CONCLUSIONS: In patients with ADC, the CLIF-SIG score is an accurate estimator of SI, clinical course severity and prognosis.
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spelling oai:cris.upeu.edu.pe:20.500.15037/13552026-10-30T16:15:38ZGene score to quantify systemic inflammation in patients with acutely decompensated cirrhosisJonel TrebickaFerrán AguilarAlberto Queiróz FariasJuan José LozanoCristina Sánchez-GarridoEva Usón-RaposoCarlos de la Peña-RamirezJulia SidorovaAnna CurtoPatricia Sierra-CasasPatrícia Momoyo ZitelliMária PappGustavo PereiraPaolo CaraceniLuciana L GoncalvesCarlo AlessandriaAldo TorreWim LalemanAdrián GadanoSalvatore PianoÂngelo Zambam de MattosWen GuMaximilian Joseph BrolRobert SchierwagenFrank Erhard UschnerJulia FischerLiliana Sampaio Costa MendesVíctor Manuel VargasMário Reis Álvares‐da‐SilvaRajeshwar P. MookerjeePaulo Lisboa BittencourtCarlos BenítezAgustı́n AlbillosCláudia Alves CoutoManuel MendizábalRafael BañaresClaudio ToledoDaniel Ferraz de Campos MazoMartin JaníčkoM. Castillo-BarradasMartín PadillaPietro GattiAlina MirandaR. Malé-VelázquezAlexander ZipprichAndré Castro-LyraThierry GustotWilliam BernalAlexander L. GerbesRajiv JalanJavier FernándezPaolo AngeliFlair José CarrilhoJoan ClàriaRichard MoreauVicente ArroyoMedicineSystemic inflammationCirrhosisWhite blood cellInternal medicineInflammationFramingham Risk ScoreImmune systemGastroenterologyOncologyImmunologyDiseaseMedicineSystemic inflammationCirrhosisWhite blood cellInternal medicineInflammationFramingham Risk ScoreImmune systemGastroenterologyOncologyImmunologyAgedAgedAgedC-Reactive Protein analysisC-Reactive Protein analysisC-Reactive Protein analysisFemaleFemaleFemaleHumansHumansHumansInflammation bloodInflammation bloodInflammation bloodInflammation geneticsInflammation geneticsInflammation geneticsLeukocyte CountLeukocyte CountLeukocyte CountLiver Cirrhosis bloodLiver Cirrhosis bloodLiver Cirrhosis bloodLiver Cirrhosis complicationsLiver Cirrhosis complicationsLiver Cirrhosis complicationsLiver Cirrhosis geneticsLiver Cirrhosis geneticsLiver Cirrhosis geneticsMaleMaleMaleMiddle AgedMiddle AgedMiddle AgedSeverity of Illness IndexSeverity of Illness IndexSeverity of Illness IndexBiomarkers bloodBiomarkers bloodBiomarkers bloodCytokines bloodCytokines bloodCytokines bloodAcute-On-Chronic Liver Failure bloodAcute-On-Chronic Liver Failure bloodAcute-On-Chronic Liver Failure bloodAcute-On-Chronic Liver Failure etiologyAcute-On-Chronic Liver Failure etiologyAcute-On-Chronic Liver Failure etiologyAcute-On-Chronic Liver Failure geneticsAcute-On-Chronic Liver Failure geneticsAcute-On-Chronic Liver Failure geneticsHealth Sciences Medicine Hepatology Liver Disease and TransplantationLife Sciences Immunology and Microbiology Immunology Immune Response and InflammationHealth Sciences Medicine Epidemiology Sepsis Diagnosis and TreatmentBACKGROUND AND AIMS: Quantifying systemic inflammation (SI) in acutely decompensated cirrhosis (ADC) is of major importance because SI is a driver of the most severe forms of ADC, including acute-on-chronic liver failure (ACLF). Blood biomarkers of SI already evaluated in ADC failed to appropriately assess SI in ADC. We aimed to investigate whether gene expression related to circulating immune cells could quantify SI in ADC. METHODS: Standard biomarkers (white cell count, C reactive protein, cytokines) and genome-wide RNA expression (RNA-sequencing) were obtained in blood from 700 patients with ADC at the time of their hospital admission. A composite score based on standard biomarkers of SI (Chronic Liver Failure-Standard Biomarkers Composite (CLIF-SBC) score) and a gene score (CLIF-Systemic Inflammation Gene (SIG) score) composed of the 28 top differentially expressed immune cell-related genes in the comparison between high-severity and low-severity clinical phenotypes were computed. Among the 700 patients, the CLIF-SIG score was repeated once during follow-up in 375 patients, and 3 times or more in 46 patients. RESULTS: The CLIF-SIG score was more accurate in reflecting clinical severity induced by SI than the CLIF-SBC score (area under the curve 0.803 vs 0.658). A CLIF-SIG score of 0.386 (Youden Index) was the best cut-off level discriminating patients with poor outcomes from the others, in all clinical scenarios. Sequential measurement of the CLIF-SIG score showed that 78% of patients were admitted at the peak or descending part of the SI-wave. ACLF developed during hospitalisation in 80% of patients with a CLIF-SIG score >0.386 on admission. CONCLUSIONS: In patients with ADC, the CLIF-SIG score is an accurate estimator of SI, clinical course severity and prognosis.Articlehttps://pubmed.ncbi.nlm.nih.gov/40011033https://gut.bmj.com/content/gutjnl/early/2025/02/26/gutjnl-2024-333876.full.pdfhttps://doi.org/10.1136/gutjnl-2024-33387610.1136/gutjnl-2024-333876https://hdl.handle.net/20.500.15037/1355W4407953731enGut0017-57491468-32882025-02-262026-06-13T09:54:48Z2026-06-13T09:54:48Z
spellingShingle Medicine
Systemic inflammation
Cirrhosis
White blood cell
Internal medicine
Inflammation
Framingham Risk Score
Immune system
Gastroenterology
Oncology
Immunology
Disease
Medicine
Systemic inflammation
Cirrhosis
White blood cell
Internal medicine
Inflammation
Framingham Risk Score
Immune system
Gastroenterology
Oncology
Immunology
Aged
Aged
Aged
C-Reactive Protein analysis
C-Reactive Protein analysis
C-Reactive Protein analysis
Female
Female
Female
Humans
Humans
Humans
Inflammation blood
Inflammation blood
Inflammation blood
Inflammation genetics
Inflammation genetics
Inflammation genetics
Leukocyte Count
Leukocyte Count
Leukocyte Count
Liver Cirrhosis blood
Liver Cirrhosis blood
Liver Cirrhosis blood
Liver Cirrhosis complications
Liver Cirrhosis complications
Liver Cirrhosis complications
Liver Cirrhosis genetics
Liver Cirrhosis genetics
Liver Cirrhosis genetics
Male
Male
Male
Middle Aged
Middle Aged
Middle Aged
Severity of Illness Index
Severity of Illness Index
Severity of Illness Index
Biomarkers blood
Biomarkers blood
Biomarkers blood
Cytokines blood
Cytokines blood
Cytokines blood
Acute-On-Chronic Liver Failure blood
Acute-On-Chronic Liver Failure blood
Acute-On-Chronic Liver Failure blood
Acute-On-Chronic Liver Failure etiology
Acute-On-Chronic Liver Failure etiology
Acute-On-Chronic Liver Failure etiology
Acute-On-Chronic Liver Failure genetics
Acute-On-Chronic Liver Failure genetics
Acute-On-Chronic Liver Failure genetics
Health Sciences Medicine Hepatology Liver Disease and Transplantation
Life Sciences Immunology and Microbiology Immunology Immune Response and Inflammation
Health Sciences Medicine Epidemiology Sepsis Diagnosis and Treatment
Jonel Trebicka
Ferrán Aguilar
Alberto Queiróz Farias
Juan José Lozano
Cristina Sánchez-Garrido
Eva Usón-Raposo
Carlos de la Peña-Ramirez
Julia Sidorova
Anna Curto
Patricia Sierra-Casas
Patrícia Momoyo Zitelli
Mária Papp
Gustavo Pereira
Paolo Caraceni
Luciana L Goncalves
Carlo Alessandria
Aldo Torre
Wim Laleman
Adrián Gadano
Salvatore Piano
Ângelo Zambam de Mattos
Wen Gu
Maximilian Joseph Brol
Robert Schierwagen
Frank Erhard Uschner
Julia Fischer
Liliana Sampaio Costa Mendes
Víctor Manuel Vargas
Mário Reis Álvares‐da‐Silva
Rajeshwar P. Mookerjee
Paulo Lisboa Bittencourt
Carlos Benítez
Agustı́n Albillos
Cláudia Alves Couto
Manuel Mendizábal
Rafael Bañares
Claudio Toledo
Daniel Ferraz de Campos Mazo
Martin Janíčko
M. Castillo-Barradas
Martín Padilla
Pietro Gatti
Alina Miranda
R. Malé-Velázquez
Alexander Zipprich
André Castro-Lyra
Thierry Gustot
William Bernal
Alexander L. Gerbes
Rajiv Jalan
Javier Fernández
Paolo Angeli
Flair José Carrilho
Joan Clària
Richard Moreau
Vicente Arroyo
Gene score to quantify systemic inflammation in patients with acutely decompensated cirrhosis
title Gene score to quantify systemic inflammation in patients with acutely decompensated cirrhosis
title_full Gene score to quantify systemic inflammation in patients with acutely decompensated cirrhosis
title_fullStr Gene score to quantify systemic inflammation in patients with acutely decompensated cirrhosis
title_full_unstemmed Gene score to quantify systemic inflammation in patients with acutely decompensated cirrhosis
title_short Gene score to quantify systemic inflammation in patients with acutely decompensated cirrhosis
title_sort gene score to quantify systemic inflammation in patients with acutely decompensated cirrhosis
topic Medicine
Systemic inflammation
Cirrhosis
White blood cell
Internal medicine
Inflammation
Framingham Risk Score
Immune system
Gastroenterology
Oncology
Immunology
Disease
Medicine
Systemic inflammation
Cirrhosis
White blood cell
Internal medicine
Inflammation
Framingham Risk Score
Immune system
Gastroenterology
Oncology
Immunology
Aged
Aged
Aged
C-Reactive Protein analysis
C-Reactive Protein analysis
C-Reactive Protein analysis
Female
Female
Female
Humans
Humans
Humans
Inflammation blood
Inflammation blood
Inflammation blood
Inflammation genetics
Inflammation genetics
Inflammation genetics
Leukocyte Count
Leukocyte Count
Leukocyte Count
Liver Cirrhosis blood
Liver Cirrhosis blood
Liver Cirrhosis blood
Liver Cirrhosis complications
Liver Cirrhosis complications
Liver Cirrhosis complications
Liver Cirrhosis genetics
Liver Cirrhosis genetics
Liver Cirrhosis genetics
Male
Male
Male
Middle Aged
Middle Aged
Middle Aged
Severity of Illness Index
Severity of Illness Index
Severity of Illness Index
Biomarkers blood
Biomarkers blood
Biomarkers blood
Cytokines blood
Cytokines blood
Cytokines blood
Acute-On-Chronic Liver Failure blood
Acute-On-Chronic Liver Failure blood
Acute-On-Chronic Liver Failure blood
Acute-On-Chronic Liver Failure etiology
Acute-On-Chronic Liver Failure etiology
Acute-On-Chronic Liver Failure etiology
Acute-On-Chronic Liver Failure genetics
Acute-On-Chronic Liver Failure genetics
Acute-On-Chronic Liver Failure genetics
Health Sciences Medicine Hepatology Liver Disease and Transplantation
Life Sciences Immunology and Microbiology Immunology Immune Response and Inflammation
Health Sciences Medicine Epidemiology Sepsis Diagnosis and Treatment
topic_facet Medicine
Systemic inflammation
Cirrhosis
White blood cell
Internal medicine
Inflammation
Framingham Risk Score
Immune system
Gastroenterology
Oncology
Immunology
Disease
Medicine
Systemic inflammation
Cirrhosis
White blood cell
Internal medicine
Inflammation
Framingham Risk Score
Immune system
Gastroenterology
Oncology
Immunology
Aged
Aged
Aged
C-Reactive Protein analysis
C-Reactive Protein analysis
C-Reactive Protein analysis
Female
Female
Female
Humans
Humans
Humans
Inflammation blood
Inflammation blood
Inflammation blood
Inflammation genetics
Inflammation genetics
Inflammation genetics
Leukocyte Count
Leukocyte Count
Leukocyte Count
Liver Cirrhosis blood
Liver Cirrhosis blood
Liver Cirrhosis blood
Liver Cirrhosis complications
Liver Cirrhosis complications
Liver Cirrhosis complications
Liver Cirrhosis genetics
Liver Cirrhosis genetics
Liver Cirrhosis genetics
Male
Male
Male
Middle Aged
Middle Aged
Middle Aged
Severity of Illness Index
Severity of Illness Index
Severity of Illness Index
Biomarkers blood
Biomarkers blood
Biomarkers blood
Cytokines blood
Cytokines blood
Cytokines blood
Acute-On-Chronic Liver Failure blood
Acute-On-Chronic Liver Failure blood
Acute-On-Chronic Liver Failure blood
Acute-On-Chronic Liver Failure etiology
Acute-On-Chronic Liver Failure etiology
Acute-On-Chronic Liver Failure etiology
Acute-On-Chronic Liver Failure genetics
Acute-On-Chronic Liver Failure genetics
Acute-On-Chronic Liver Failure genetics
Health Sciences Medicine Hepatology Liver Disease and Transplantation
Life Sciences Immunology and Microbiology Immunology Immune Response and Inflammation
Health Sciences Medicine Epidemiology Sepsis Diagnosis and Treatment
url https://pubmed.ncbi.nlm.nih.gov/40011033
https://gut.bmj.com/content/gutjnl/early/2025/02/26/gutjnl-2024-333876.full.pdf
https://doi.org/10.1136/gutjnl-2024-333876
https://hdl.handle.net/20.500.15037/1355
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