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Consider hospice in end‐stage liver disease prognostic scale to open discussions regarding six‐month mortality

BACKGROUND AND AIM: Hospice is underutilized in the management of patients with end‐stage liver disease and may improve the patient experience at the end of life. This study aims to create a novel prognostic scale to accurately predict 6‐month mortality to more comprehensively facilitate hospice ref...

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Autores principales: Brown, Cristal, Aksan, Nazan, Muir, Andrew Joseph
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Wiley Publishing Asia Pty Ltd 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10134759/
https://www.ncbi.nlm.nih.gov/pubmed/37125249
http://dx.doi.org/10.1002/jgh3.12889
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author Brown, Cristal
Aksan, Nazan
Muir, Andrew Joseph
author_facet Brown, Cristal
Aksan, Nazan
Muir, Andrew Joseph
author_sort Brown, Cristal
collection PubMed
description BACKGROUND AND AIM: Hospice is underutilized in the management of patients with end‐stage liver disease and may improve the patient experience at the end of life. This study aims to create a novel prognostic scale to accurately predict 6‐month mortality to more comprehensively facilitate hospice referral. METHODS: Sociodemographic, clinical, and laboratory variables associated with mortality from the United Network for Organ Sharing database were tested in univariate analysis followed by multivariate analyses with four predictor groups: Demographics, Diagnoses, Complexities, and Laboratory studies to develop the hospice in end‐stage liver disease prognostic scale (HELP) scale (70% sample, N = 13 516) followed with replication in a 30% (N = 5792) internal validation sample. RESULTS: Only the predictor groups of Complexities and Laboratory studies met the c‐statistic threshold of 0.70 for inclusion in the multivariate analyses. Backward elimination in the final logistic regression and validated weighted transformation procedure resulted in: HELP scale = (functional status × 11) + (ascites × 3) + (SBP × 3) + (HE × 4) + (dialysis × 5) + (TIPS × −3) + (albumin × −3) + (MELD‐Na ≥ 21 × 20). HELP scale had a strong predictive value for six‐month mortality with Area under the Receiver Operating Curve (AUROC) 0.816 and replicated in the validation sample. CONCLUSION: HELP scale is a novel prognostic score utilizing the strength of model of end‐stage liver disease‐sodium (MELD‐Na), along with clinical factors, for a more nuanced assessment of six‐month mortality. This scale can provide an individualized approach in opening discussions of hospice referral and may be better accepted by patients and providers given its contextualization of important clinical factors.
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spelling pubmed-101347592023-04-28 Consider hospice in end‐stage liver disease prognostic scale to open discussions regarding six‐month mortality Brown, Cristal Aksan, Nazan Muir, Andrew Joseph JGH Open Original Articles BACKGROUND AND AIM: Hospice is underutilized in the management of patients with end‐stage liver disease and may improve the patient experience at the end of life. This study aims to create a novel prognostic scale to accurately predict 6‐month mortality to more comprehensively facilitate hospice referral. METHODS: Sociodemographic, clinical, and laboratory variables associated with mortality from the United Network for Organ Sharing database were tested in univariate analysis followed by multivariate analyses with four predictor groups: Demographics, Diagnoses, Complexities, and Laboratory studies to develop the hospice in end‐stage liver disease prognostic scale (HELP) scale (70% sample, N = 13 516) followed with replication in a 30% (N = 5792) internal validation sample. RESULTS: Only the predictor groups of Complexities and Laboratory studies met the c‐statistic threshold of 0.70 for inclusion in the multivariate analyses. Backward elimination in the final logistic regression and validated weighted transformation procedure resulted in: HELP scale = (functional status × 11) + (ascites × 3) + (SBP × 3) + (HE × 4) + (dialysis × 5) + (TIPS × −3) + (albumin × −3) + (MELD‐Na ≥ 21 × 20). HELP scale had a strong predictive value for six‐month mortality with Area under the Receiver Operating Curve (AUROC) 0.816 and replicated in the validation sample. CONCLUSION: HELP scale is a novel prognostic score utilizing the strength of model of end‐stage liver disease‐sodium (MELD‐Na), along with clinical factors, for a more nuanced assessment of six‐month mortality. This scale can provide an individualized approach in opening discussions of hospice referral and may be better accepted by patients and providers given its contextualization of important clinical factors. Wiley Publishing Asia Pty Ltd 2023-03-20 /pmc/articles/PMC10134759/ /pubmed/37125249 http://dx.doi.org/10.1002/jgh3.12889 Text en © 2023 The Authors. JGH Open published by Journal of Gastroenterology and Hepatology Foundation and John Wiley & Sons Australia, Ltd. https://creativecommons.org/licenses/by/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited.
spellingShingle Original Articles
Brown, Cristal
Aksan, Nazan
Muir, Andrew Joseph
Consider hospice in end‐stage liver disease prognostic scale to open discussions regarding six‐month mortality
title Consider hospice in end‐stage liver disease prognostic scale to open discussions regarding six‐month mortality
title_full Consider hospice in end‐stage liver disease prognostic scale to open discussions regarding six‐month mortality
title_fullStr Consider hospice in end‐stage liver disease prognostic scale to open discussions regarding six‐month mortality
title_full_unstemmed Consider hospice in end‐stage liver disease prognostic scale to open discussions regarding six‐month mortality
title_short Consider hospice in end‐stage liver disease prognostic scale to open discussions regarding six‐month mortality
title_sort consider hospice in end‐stage liver disease prognostic scale to open discussions regarding six‐month mortality
topic Original Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10134759/
https://www.ncbi.nlm.nih.gov/pubmed/37125249
http://dx.doi.org/10.1002/jgh3.12889
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