Cargando…
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...
Autores principales: | , , , , |
---|---|
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 |
_version_ | 1784841123205742592 |
---|---|
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. |
format | Online Article Text |
id | pubmed-9709310 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT xiaonanxi apracticalnomogrambasedonseruminterleukin6fortheprognosisofliverfailure AT liulinxiang apracticalnomogrambasedonseruminterleukin6fortheprognosisofliverfailure AT zhangyue apracticalnomogrambasedonseruminterleukin6fortheprognosisofliverfailure AT nieyuan apracticalnomogrambasedonseruminterleukin6fortheprognosisofliverfailure AT zhuxuan apracticalnomogrambasedonseruminterleukin6fortheprognosisofliverfailure AT xiaonanxi practicalnomogrambasedonseruminterleukin6fortheprognosisofliverfailure AT liulinxiang practicalnomogrambasedonseruminterleukin6fortheprognosisofliverfailure AT zhangyue practicalnomogrambasedonseruminterleukin6fortheprognosisofliverfailure AT nieyuan practicalnomogrambasedonseruminterleukin6fortheprognosisofliverfailure AT zhuxuan practicalnomogrambasedonseruminterleukin6fortheprognosisofliverfailure |