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A practical nomogram based on serum interleukin-6 for the prognosis of liver failure

BACKGROUND: Liver failure (LF) is a serious liver function damage caused by various factors, mainly jaundice, hepatic encephalopathy, coagulation disorders and multiple organ failure, with the clinical characteristic of high short-term mortality. LF is often accompanied by excessive activation of in...

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Autores principales: Xiao, Nanxi, Liu, Linxiang, Zhang, Yue, Nie, Yuan, Zhu, Xuan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9709310/
https://www.ncbi.nlm.nih.gov/pubmed/36465934
http://dx.doi.org/10.3389/fmed.2022.1035699
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author Xiao, Nanxi
Liu, Linxiang
Zhang, Yue
Nie, Yuan
Zhu, Xuan
author_facet Xiao, Nanxi
Liu, Linxiang
Zhang, Yue
Nie, Yuan
Zhu, Xuan
author_sort Xiao, Nanxi
collection PubMed
description BACKGROUND: Liver failure (LF) is a serious liver function damage caused by various factors, mainly jaundice, hepatic encephalopathy, coagulation disorders and multiple organ failure, with the clinical characteristic of high short-term mortality. LF is often accompanied by excessive activation of inflammatory factors, and an excessive systemic inflammatory response (i.e., inflammatory storm) is considered to be the trigger of LF. However, a specific prognostic model including inflammatory factors for patients with LF has not been well established. AIM: To establish and validate a nomogram for predicting 28-day, 90-day, and 180-day mortality in patients with LF. METHODS: A total of 423 eligible LF patients were enrolled in this retrospective study. Independent predictors were identified using a multivariate logistic model and then integrated into a nomogram to predict 28-day, 90-day, and 180-day mortality. The concordance index, receiver operating characteristic curves, and calibration plots were used to evaluate the performance of the model. RESULTS: Sex, age, total bilirubin, aspartate aminotransferase, international normalized ratio, Child–Pugh score, and serum interleukin-6 were independent risk factors for death at 28, 90, and 180 days in LF patients. The nomogram showed good calibration and discrimination with an area under the receiver operating characteristic curve (AUC) of 0.927. The calibration curve fit as well, indicating that the nomogram had good clinical application value. CONCLUSION: This nomogram model for predicting the 28-day, 90-day, and 180-day mortality of LF patients could help optimize treatment strategies and improve prognosis.
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spelling pubmed-97093102022-12-01 A practical nomogram based on serum interleukin-6 for the prognosis of liver failure Xiao, Nanxi Liu, Linxiang Zhang, Yue Nie, Yuan Zhu, Xuan Front Med (Lausanne) Medicine BACKGROUND: Liver failure (LF) is a serious liver function damage caused by various factors, mainly jaundice, hepatic encephalopathy, coagulation disorders and multiple organ failure, with the clinical characteristic of high short-term mortality. LF is often accompanied by excessive activation of inflammatory factors, and an excessive systemic inflammatory response (i.e., inflammatory storm) is considered to be the trigger of LF. However, a specific prognostic model including inflammatory factors for patients with LF has not been well established. AIM: To establish and validate a nomogram for predicting 28-day, 90-day, and 180-day mortality in patients with LF. METHODS: A total of 423 eligible LF patients were enrolled in this retrospective study. Independent predictors were identified using a multivariate logistic model and then integrated into a nomogram to predict 28-day, 90-day, and 180-day mortality. The concordance index, receiver operating characteristic curves, and calibration plots were used to evaluate the performance of the model. RESULTS: Sex, age, total bilirubin, aspartate aminotransferase, international normalized ratio, Child–Pugh score, and serum interleukin-6 were independent risk factors for death at 28, 90, and 180 days in LF patients. The nomogram showed good calibration and discrimination with an area under the receiver operating characteristic curve (AUC) of 0.927. The calibration curve fit as well, indicating that the nomogram had good clinical application value. CONCLUSION: This nomogram model for predicting the 28-day, 90-day, and 180-day mortality of LF patients could help optimize treatment strategies and improve prognosis. Frontiers Media S.A. 2022-11-16 /pmc/articles/PMC9709310/ /pubmed/36465934 http://dx.doi.org/10.3389/fmed.2022.1035699 Text en Copyright © 2022 Xiao, Liu, Zhang, Nie and Zhu. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Medicine
Xiao, Nanxi
Liu, Linxiang
Zhang, Yue
Nie, Yuan
Zhu, Xuan
A practical nomogram based on serum interleukin-6 for the prognosis of liver failure
title A practical nomogram based on serum interleukin-6 for the prognosis of liver failure
title_full A practical nomogram based on serum interleukin-6 for the prognosis of liver failure
title_fullStr A practical nomogram based on serum interleukin-6 for the prognosis of liver failure
title_full_unstemmed A practical nomogram based on serum interleukin-6 for the prognosis of liver failure
title_short A practical nomogram based on serum interleukin-6 for the prognosis of liver failure
title_sort practical nomogram based on serum interleukin-6 for the prognosis of liver failure
topic Medicine
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9709310/
https://www.ncbi.nlm.nih.gov/pubmed/36465934
http://dx.doi.org/10.3389/fmed.2022.1035699
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