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HDL-C levels added to the MELD score improves 30-day mortality prediction in Asian patients with cirrhosis
OBJECTIVES: Lower high-density lipoprotein cholesterol (HDL-C) levels have been observed in chronic liver disease patients. The aim of this study was to develop a model that incorporates HDL-C levels and the Model for End-stage Liver Disease (MELD) score to predict 30-day mortality in Asian cirrhosi...
Autores principales: | , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
SAGE Publications
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9290124/ https://www.ncbi.nlm.nih.gov/pubmed/35836382 http://dx.doi.org/10.1177/03000605221109385 |
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author | Wang, Yue Shen, Wenjuan Huang, Fang Yu, Chenyan Xi, Liting Gao, Jingwen Yin, Minyue Liu, Xiaolin Lin, Jiaxi Liu, Lu Zhang, Huixian Zhu, Jinzhou Hong, Yu |
author_facet | Wang, Yue Shen, Wenjuan Huang, Fang Yu, Chenyan Xi, Liting Gao, Jingwen Yin, Minyue Liu, Xiaolin Lin, Jiaxi Liu, Lu Zhang, Huixian Zhu, Jinzhou Hong, Yu |
author_sort | Wang, Yue |
collection | PubMed |
description | OBJECTIVES: Lower high-density lipoprotein cholesterol (HDL-C) levels have been observed in chronic liver disease patients. The aim of this study was to develop a model that incorporates HDL-C levels and the Model for End-stage Liver Disease (MELD) score to predict 30-day mortality in Asian cirrhosis patients. METHODS: Cirrhosis patients were recruited from two hospitals in this retrospective observational study. Propensity score matching was used. The model’s performance was evaluated, including its ability to predict 30-day mortality, accuracy, and clinical utility. Net reclassification improvement (NRI) and integrated discrimination improvement (IDI) were calculated. RESULTS: The HDL-C + MELD model showed good ability to predict 30-day mortality (area under the curve, 0.784; sensitivity, 0.797; specificity, 0.632), which was better than that of the MELD score alone. It also showed good calibration and a net benefit for all patients, which was better than that of the MELD score, except at the threshold probability. NRI and IDI results confirmed that adding HDL-C levels to the MELD score improved the model’s performance in predicting 30-day mortality. CONCLUSION: We added HDL-C levels to the MELD score to predict 30-day mortality in Asian patients with cirrhosis. The HDLC + MELD model shows good ability to predict 30-day mortality and clinical utility. |
format | Online Article Text |
id | pubmed-9290124 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | SAGE Publications |
record_format | MEDLINE/PubMed |
spelling | pubmed-92901242022-07-19 HDL-C levels added to the MELD score improves 30-day mortality prediction in Asian patients with cirrhosis Wang, Yue Shen, Wenjuan Huang, Fang Yu, Chenyan Xi, Liting Gao, Jingwen Yin, Minyue Liu, Xiaolin Lin, Jiaxi Liu, Lu Zhang, Huixian Zhu, Jinzhou Hong, Yu J Int Med Res Retrospective Clinical Research Report OBJECTIVES: Lower high-density lipoprotein cholesterol (HDL-C) levels have been observed in chronic liver disease patients. The aim of this study was to develop a model that incorporates HDL-C levels and the Model for End-stage Liver Disease (MELD) score to predict 30-day mortality in Asian cirrhosis patients. METHODS: Cirrhosis patients were recruited from two hospitals in this retrospective observational study. Propensity score matching was used. The model’s performance was evaluated, including its ability to predict 30-day mortality, accuracy, and clinical utility. Net reclassification improvement (NRI) and integrated discrimination improvement (IDI) were calculated. RESULTS: The HDL-C + MELD model showed good ability to predict 30-day mortality (area under the curve, 0.784; sensitivity, 0.797; specificity, 0.632), which was better than that of the MELD score alone. It also showed good calibration and a net benefit for all patients, which was better than that of the MELD score, except at the threshold probability. NRI and IDI results confirmed that adding HDL-C levels to the MELD score improved the model’s performance in predicting 30-day mortality. CONCLUSION: We added HDL-C levels to the MELD score to predict 30-day mortality in Asian patients with cirrhosis. The HDLC + MELD model shows good ability to predict 30-day mortality and clinical utility. SAGE Publications 2022-07-14 /pmc/articles/PMC9290124/ /pubmed/35836382 http://dx.doi.org/10.1177/03000605221109385 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by-nc/4.0/Creative Commons Non Commercial CC BY-NC: This article is distributed under the terms of the Creative Commons Attribution-NonCommercial 4.0 License (https://creativecommons.org/licenses/by-nc/4.0/) which permits non-commercial use, reproduction and distribution of the work without further permission provided the original work is attributed as specified on the SAGE and Open Access pages (https://us.sagepub.com/en-us/nam/open-access-at-sage). |
spellingShingle | Retrospective Clinical Research Report Wang, Yue Shen, Wenjuan Huang, Fang Yu, Chenyan Xi, Liting Gao, Jingwen Yin, Minyue Liu, Xiaolin Lin, Jiaxi Liu, Lu Zhang, Huixian Zhu, Jinzhou Hong, Yu HDL-C levels added to the MELD score improves 30-day mortality prediction in Asian patients with cirrhosis |
title | HDL-C levels added to the MELD score improves 30-day mortality prediction in Asian patients with cirrhosis |
title_full | HDL-C levels added to the MELD score improves 30-day mortality prediction in Asian patients with cirrhosis |
title_fullStr | HDL-C levels added to the MELD score improves 30-day mortality prediction in Asian patients with cirrhosis |
title_full_unstemmed | HDL-C levels added to the MELD score improves 30-day mortality prediction in Asian patients with cirrhosis |
title_short | HDL-C levels added to the MELD score improves 30-day mortality prediction in Asian patients with cirrhosis |
title_sort | hdl-c levels added to the meld score improves 30-day mortality prediction in asian patients with cirrhosis |
topic | Retrospective Clinical Research Report |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9290124/ https://www.ncbi.nlm.nih.gov/pubmed/35836382 http://dx.doi.org/10.1177/03000605221109385 |
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