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The Addition of C‐Reactive Protein and von Willebrand Factor to Model for End‐Stage Liver Disease‐Sodium Improves Prediction of Waitlist Mortality
BACKGROUND AND AIMS: Patients with cirrhosis on the liver transplant (LT) waiting list may die or be removed because of complications of portal hypertension (PH) or infections. von Willebrand factor antigen (vWF‐Ag) and C‐reactive protein (CRP) are simple, broadly available markers of these processe...
Autores principales: | , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8518408/ https://www.ncbi.nlm.nih.gov/pubmed/33786862 http://dx.doi.org/10.1002/hep.31838 |
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author | Starlinger, Patrick Ahn, Joseph C. Mullan, Aidan Gyoeri, Georg P. Pereyra, David Alva‐Ruiz, Roberto Hackl, Hubert Reiberger, Thomas Trauner, Michael Santol, Jonas Simbrunner, Benedikt Mandorfer, Mattias Berlakovich, Gabriela Kamath, Patrick S. Heimbach, Julie |
author_facet | Starlinger, Patrick Ahn, Joseph C. Mullan, Aidan Gyoeri, Georg P. Pereyra, David Alva‐Ruiz, Roberto Hackl, Hubert Reiberger, Thomas Trauner, Michael Santol, Jonas Simbrunner, Benedikt Mandorfer, Mattias Berlakovich, Gabriela Kamath, Patrick S. Heimbach, Julie |
author_sort | Starlinger, Patrick |
collection | PubMed |
description | BACKGROUND AND AIMS: Patients with cirrhosis on the liver transplant (LT) waiting list may die or be removed because of complications of portal hypertension (PH) or infections. von Willebrand factor antigen (vWF‐Ag) and C‐reactive protein (CRP) are simple, broadly available markers of these processes. APPROACH AND RESULTS: We determined whether addition of vWF‐Ag and CRP to the Model for End‐Stage Liver Disease‐Sodium (MELD‐Na) score improves risk stratification of patients awaiting LT. CRP and vWF‐Ag at LT listing were assessed in two independent cohorts (Medical University of Vienna [exploration cohort] and Mayo Clinic Rochester [validation cohort]). Clinical characteristics, MELD‐Na, and mortality on the waiting list were recorded. Prediction of 3‐month waiting list mortality was assessed by receiver operating characteristics curve (ROC‐AUC). In order to explore potential mechanisms underlying the prognostic utility of vWF‐Ag and CRP in this setting, we evaluated their association with PH, bacterial translocation, systemic inflammation, and circulatory dysfunction. In the exploration cohort (n = 269) vWF‐Ag and CRP both improved the predictive value of MELD‐Na for 3‐month waitlist mortality and showed the highest predictive value when combined (AUC: MELD‐Na, 0.764; MELD‐Na + CRP, 0.790; MELD‐Na + vWF, 0.803; MELD‐Na + CRP + vWF‐Ag, 0.824). Results were confirmed in an independent validation cohort (n = 129; AUC: MELD‐Na, 0.677; MELD‐Na + CRP + vWF‐Ag, 0.882). vWF‐Ag was independently associated with PH and inflammatory biomarkers, whereas CRP closely, and MELD independently, correlated with biomarkers of bacterial translocation/inflammation. CONCLUSIONS: The addition of vWF‐Ag and CRP—reflecting central pathophysiological mechanisms of PH, bacterial translocation, and inflammation, that are all drivers of mortality on the waiting list for LT—to the MELD‐Na score improves prediction of waitlist mortality. Using the vWFAg‐CRP‐MELD‐Na model for prioritizing organ allocation may improve prediction of waitlist mortality and decrease waitlist mortality. |
format | Online Article Text |
id | pubmed-8518408 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-85184082021-10-21 The Addition of C‐Reactive Protein and von Willebrand Factor to Model for End‐Stage Liver Disease‐Sodium Improves Prediction of Waitlist Mortality Starlinger, Patrick Ahn, Joseph C. Mullan, Aidan Gyoeri, Georg P. Pereyra, David Alva‐Ruiz, Roberto Hackl, Hubert Reiberger, Thomas Trauner, Michael Santol, Jonas Simbrunner, Benedikt Mandorfer, Mattias Berlakovich, Gabriela Kamath, Patrick S. Heimbach, Julie Hepatology Original Articles BACKGROUND AND AIMS: Patients with cirrhosis on the liver transplant (LT) waiting list may die or be removed because of complications of portal hypertension (PH) or infections. von Willebrand factor antigen (vWF‐Ag) and C‐reactive protein (CRP) are simple, broadly available markers of these processes. APPROACH AND RESULTS: We determined whether addition of vWF‐Ag and CRP to the Model for End‐Stage Liver Disease‐Sodium (MELD‐Na) score improves risk stratification of patients awaiting LT. CRP and vWF‐Ag at LT listing were assessed in two independent cohorts (Medical University of Vienna [exploration cohort] and Mayo Clinic Rochester [validation cohort]). Clinical characteristics, MELD‐Na, and mortality on the waiting list were recorded. Prediction of 3‐month waiting list mortality was assessed by receiver operating characteristics curve (ROC‐AUC). In order to explore potential mechanisms underlying the prognostic utility of vWF‐Ag and CRP in this setting, we evaluated their association with PH, bacterial translocation, systemic inflammation, and circulatory dysfunction. In the exploration cohort (n = 269) vWF‐Ag and CRP both improved the predictive value of MELD‐Na for 3‐month waitlist mortality and showed the highest predictive value when combined (AUC: MELD‐Na, 0.764; MELD‐Na + CRP, 0.790; MELD‐Na + vWF, 0.803; MELD‐Na + CRP + vWF‐Ag, 0.824). Results were confirmed in an independent validation cohort (n = 129; AUC: MELD‐Na, 0.677; MELD‐Na + CRP + vWF‐Ag, 0.882). vWF‐Ag was independently associated with PH and inflammatory biomarkers, whereas CRP closely, and MELD independently, correlated with biomarkers of bacterial translocation/inflammation. CONCLUSIONS: The addition of vWF‐Ag and CRP—reflecting central pathophysiological mechanisms of PH, bacterial translocation, and inflammation, that are all drivers of mortality on the waiting list for LT—to the MELD‐Na score improves prediction of waitlist mortality. Using the vWFAg‐CRP‐MELD‐Na model for prioritizing organ allocation may improve prediction of waitlist mortality and decrease waitlist mortality. John Wiley and Sons Inc. 2021-08-29 2021-09 /pmc/articles/PMC8518408/ /pubmed/33786862 http://dx.doi.org/10.1002/hep.31838 Text en © 2021 The Authors. Hepatology published by Wiley Periodicals LLC on behalf of American Association for the Study of Liver Diseases. https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by-nc-nd/4.0/ (https://creativecommons.org/licenses/by-nc-nd/4.0/) License, which permits use and distribution in any medium, provided the original work is properly cited, the use is non‐commercial and no modifications or adaptations are made. |
spellingShingle | Original Articles Starlinger, Patrick Ahn, Joseph C. Mullan, Aidan Gyoeri, Georg P. Pereyra, David Alva‐Ruiz, Roberto Hackl, Hubert Reiberger, Thomas Trauner, Michael Santol, Jonas Simbrunner, Benedikt Mandorfer, Mattias Berlakovich, Gabriela Kamath, Patrick S. Heimbach, Julie The Addition of C‐Reactive Protein and von Willebrand Factor to Model for End‐Stage Liver Disease‐Sodium Improves Prediction of Waitlist Mortality |
title | The Addition of C‐Reactive Protein and von Willebrand Factor to Model for End‐Stage Liver Disease‐Sodium Improves Prediction of Waitlist Mortality |
title_full | The Addition of C‐Reactive Protein and von Willebrand Factor to Model for End‐Stage Liver Disease‐Sodium Improves Prediction of Waitlist Mortality |
title_fullStr | The Addition of C‐Reactive Protein and von Willebrand Factor to Model for End‐Stage Liver Disease‐Sodium Improves Prediction of Waitlist Mortality |
title_full_unstemmed | The Addition of C‐Reactive Protein and von Willebrand Factor to Model for End‐Stage Liver Disease‐Sodium Improves Prediction of Waitlist Mortality |
title_short | The Addition of C‐Reactive Protein and von Willebrand Factor to Model for End‐Stage Liver Disease‐Sodium Improves Prediction of Waitlist Mortality |
title_sort | addition of c‐reactive protein and von willebrand factor to model for end‐stage liver disease‐sodium improves prediction of waitlist mortality |
topic | Original Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8518408/ https://www.ncbi.nlm.nih.gov/pubmed/33786862 http://dx.doi.org/10.1002/hep.31838 |
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