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Predicting hepatic encephalopathy in patients with cirrhosis: A UK population–based study and validation of risk scores
BACKGROUND: HE is a common neurologic complication in cirrhosis associated with substantial disease and economic burden. HE symptoms are nonspecific and there are limited ways of identifying patients with cirrhosis at high risk of later developing HE. A risk score was previously developed to identif...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Lippincott Williams & Wilkins
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10629733/ https://www.ncbi.nlm.nih.gov/pubmed/37930150 http://dx.doi.org/10.1097/HC9.0000000000000307 |
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author | Jones, Bethan I. Jenkins, Cerys A. Murphy, Daniel Orr, James Yeoman, Andrew Hubbuck, Ellen R. Heywood, Ben R. Currie, Craig J. |
author_facet | Jones, Bethan I. Jenkins, Cerys A. Murphy, Daniel Orr, James Yeoman, Andrew Hubbuck, Ellen R. Heywood, Ben R. Currie, Craig J. |
author_sort | Jones, Bethan I. |
collection | PubMed |
description | BACKGROUND: HE is a common neurologic complication in cirrhosis associated with substantial disease and economic burden. HE symptoms are nonspecific and there are limited ways of identifying patients with cirrhosis at high risk of later developing HE. A risk score was previously developed to identify patients at risk of developing HE in a predominately male US cohort. Here, we evaluated the performance of the HE risk scores in a UK cohort study. METHODS: Health care records from Clinical Practice Research Datalink and linked Hospital Episode Statistics were used to select patients with cirrhosis who were diagnosed with HE, confirmed by a diagnosis code for HE or a rifaximin-α prescription. The index date was the date of incident cirrhosis. The study period was from January 2003 to June 2019. RESULTS: A total of 40,809 patients with cirrhosis were selected in the UK cohort, of whom 59% were male. A total of 1561 patients were diagnosed with HE. Applying the UK cohort to the baseline sensitivity risk cutoff (≥−11) from the US cohort provided a sensitivity of 92% and a negative predictive value of 99%. Within a longitudinal model, applying a sensitivity cutoff of ≥−3 to this cohort gave a sensitivity of 89% and a negative predictive value of 99%. CONCLUSIONS: Using data from the UK, the previously developed HE risk scores were found to be reliable for selecting those most likely to progress to HE in patients with liver cirrhosis. Despite the HE risk scores originally being estimated using the data from a predominately male US cohort, the scores were validated and found to be generalizable to female patients. |
format | Online Article Text |
id | pubmed-10629733 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Lippincott Williams & Wilkins |
record_format | MEDLINE/PubMed |
spelling | pubmed-106297332023-11-08 Predicting hepatic encephalopathy in patients with cirrhosis: A UK population–based study and validation of risk scores Jones, Bethan I. Jenkins, Cerys A. Murphy, Daniel Orr, James Yeoman, Andrew Hubbuck, Ellen R. Heywood, Ben R. Currie, Craig J. Hepatol Commun Original Article BACKGROUND: HE is a common neurologic complication in cirrhosis associated with substantial disease and economic burden. HE symptoms are nonspecific and there are limited ways of identifying patients with cirrhosis at high risk of later developing HE. A risk score was previously developed to identify patients at risk of developing HE in a predominately male US cohort. Here, we evaluated the performance of the HE risk scores in a UK cohort study. METHODS: Health care records from Clinical Practice Research Datalink and linked Hospital Episode Statistics were used to select patients with cirrhosis who were diagnosed with HE, confirmed by a diagnosis code for HE or a rifaximin-α prescription. The index date was the date of incident cirrhosis. The study period was from January 2003 to June 2019. RESULTS: A total of 40,809 patients with cirrhosis were selected in the UK cohort, of whom 59% were male. A total of 1561 patients were diagnosed with HE. Applying the UK cohort to the baseline sensitivity risk cutoff (≥−11) from the US cohort provided a sensitivity of 92% and a negative predictive value of 99%. Within a longitudinal model, applying a sensitivity cutoff of ≥−3 to this cohort gave a sensitivity of 89% and a negative predictive value of 99%. CONCLUSIONS: Using data from the UK, the previously developed HE risk scores were found to be reliable for selecting those most likely to progress to HE in patients with liver cirrhosis. Despite the HE risk scores originally being estimated using the data from a predominately male US cohort, the scores were validated and found to be generalizable to female patients. Lippincott Williams & Wilkins 2023-11-06 /pmc/articles/PMC10629733/ /pubmed/37930150 http://dx.doi.org/10.1097/HC9.0000000000000307 Text en Copyright © 2023 The Author(s). Published by Wolters Kluwer Health, Inc. on behalf of the American Association for the Study of Liver Diseases. https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the Creative Commons Attribution License 4.0 (https://creativecommons.org/licenses/by/4.0/) (CCBY), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) |
spellingShingle | Original Article Jones, Bethan I. Jenkins, Cerys A. Murphy, Daniel Orr, James Yeoman, Andrew Hubbuck, Ellen R. Heywood, Ben R. Currie, Craig J. Predicting hepatic encephalopathy in patients with cirrhosis: A UK population–based study and validation of risk scores |
title | Predicting hepatic encephalopathy in patients with cirrhosis: A UK population–based study and validation of risk scores |
title_full | Predicting hepatic encephalopathy in patients with cirrhosis: A UK population–based study and validation of risk scores |
title_fullStr | Predicting hepatic encephalopathy in patients with cirrhosis: A UK population–based study and validation of risk scores |
title_full_unstemmed | Predicting hepatic encephalopathy in patients with cirrhosis: A UK population–based study and validation of risk scores |
title_short | Predicting hepatic encephalopathy in patients with cirrhosis: A UK population–based study and validation of risk scores |
title_sort | predicting hepatic encephalopathy in patients with cirrhosis: a uk population–based study and validation of risk scores |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10629733/ https://www.ncbi.nlm.nih.gov/pubmed/37930150 http://dx.doi.org/10.1097/HC9.0000000000000307 |
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