Cargando…
Development and validation of the nomogram based on INR and eGFR for estimation of mortality in patients with acute-on-chronic hepatitis B liver failure
AIMS AND OBJECTIVES: Acute-on-chronic hepatitis B liver failure (ACHBLF) is a critical clinical syndrome with a high short-term mortality evolved from chronic hepatitis B (CHB)-related liver disease. Prediction of mortality risk and early intervention can improve the prognosis of patients. This stud...
Autores principales: | , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2021
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8675499/ https://www.ncbi.nlm.nih.gov/pubmed/34911462 http://dx.doi.org/10.1186/s12876-021-02054-3 |
_version_ | 1784615882867081216 |
---|---|
author | Li, Shengnan Zhang, Xiehua Li, Qian Lv, Binyue Zhang, Yefan Jia, Jianwei Yue, Xiaofen Lu, Wei |
author_facet | Li, Shengnan Zhang, Xiehua Li, Qian Lv, Binyue Zhang, Yefan Jia, Jianwei Yue, Xiaofen Lu, Wei |
author_sort | Li, Shengnan |
collection | PubMed |
description | AIMS AND OBJECTIVES: Acute-on-chronic hepatitis B liver failure (ACHBLF) is a critical clinical syndrome with a high short-term mortality evolved from chronic hepatitis B (CHB)-related liver disease. Prediction of mortality risk and early intervention can improve the prognosis of patients. This study aimed to develop and validate the nomogram for short-time mortality estimation in ACHBLF patients defined according to Asian Pacific Association for the Study of the Liver (APASL). METHODS: A study of 105 ACHBLF patients with 90-day follow up was performed to develop the nomogram. Patients were randomly assigned to derivation cohort (n = 75) and validation cohort (n = 35) according to 7:3. Concordance index (C-index), calibration curve and decision curve analysis (DCA) were used to evaluate the nomogram. We also compared the nomogram with APASL ACLF research consortium (AARC) score, model for end-stage liver disease (MELD) score, MELD with serum sodium (MELD-Na) score and albumin-bilirubin (ALBI) score. The nomogram was validated using an external cohort including 40 patients. RESULTS: The 28-day and 90-day mortality of 105 patients were respectively 49.52% and 55.24%. Albumin (ALB), international normalized ratio (INR) and estimated glomerular filtration rate (eGFR) were independent predictors for 28-day mortality; INR and eGFR were independent predictors for 90-day mortality. C-index of Nomogram-1 for 28-day mortality and Nomogram-2 for 90-day mortality were respectively 0.82 and 0.81. Calibration curve and Hosmer–Lemeshow test (Nomogram-1, 0.323; Nomogram-2, 0.231) showed optimal agreement between observed and predicted death. Areas under receiver operator characteristic curve(AUROC) of Nomogram-1(0.772) and Nomogram-2(0.771) were larger compared with AARC, MELD, MELD-Na and ALBI score. The results were well estimated in the external validation cohort. CONCLUSIONS: This study highlighted the predictive value of eGFR, and the nomogram based on INR and eGFR could effectively estimate individualized risk for short-term mortality of ACHBLF patients defined according to APASL. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12876-021-02054-3. |
format | Online Article Text |
id | pubmed-8675499 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-86754992021-12-20 Development and validation of the nomogram based on INR and eGFR for estimation of mortality in patients with acute-on-chronic hepatitis B liver failure Li, Shengnan Zhang, Xiehua Li, Qian Lv, Binyue Zhang, Yefan Jia, Jianwei Yue, Xiaofen Lu, Wei BMC Gastroenterol Research AIMS AND OBJECTIVES: Acute-on-chronic hepatitis B liver failure (ACHBLF) is a critical clinical syndrome with a high short-term mortality evolved from chronic hepatitis B (CHB)-related liver disease. Prediction of mortality risk and early intervention can improve the prognosis of patients. This study aimed to develop and validate the nomogram for short-time mortality estimation in ACHBLF patients defined according to Asian Pacific Association for the Study of the Liver (APASL). METHODS: A study of 105 ACHBLF patients with 90-day follow up was performed to develop the nomogram. Patients were randomly assigned to derivation cohort (n = 75) and validation cohort (n = 35) according to 7:3. Concordance index (C-index), calibration curve and decision curve analysis (DCA) were used to evaluate the nomogram. We also compared the nomogram with APASL ACLF research consortium (AARC) score, model for end-stage liver disease (MELD) score, MELD with serum sodium (MELD-Na) score and albumin-bilirubin (ALBI) score. The nomogram was validated using an external cohort including 40 patients. RESULTS: The 28-day and 90-day mortality of 105 patients were respectively 49.52% and 55.24%. Albumin (ALB), international normalized ratio (INR) and estimated glomerular filtration rate (eGFR) were independent predictors for 28-day mortality; INR and eGFR were independent predictors for 90-day mortality. C-index of Nomogram-1 for 28-day mortality and Nomogram-2 for 90-day mortality were respectively 0.82 and 0.81. Calibration curve and Hosmer–Lemeshow test (Nomogram-1, 0.323; Nomogram-2, 0.231) showed optimal agreement between observed and predicted death. Areas under receiver operator characteristic curve(AUROC) of Nomogram-1(0.772) and Nomogram-2(0.771) were larger compared with AARC, MELD, MELD-Na and ALBI score. The results were well estimated in the external validation cohort. CONCLUSIONS: This study highlighted the predictive value of eGFR, and the nomogram based on INR and eGFR could effectively estimate individualized risk for short-term mortality of ACHBLF patients defined according to APASL. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12876-021-02054-3. BioMed Central 2021-12-15 /pmc/articles/PMC8675499/ /pubmed/34911462 http://dx.doi.org/10.1186/s12876-021-02054-3 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Li, Shengnan Zhang, Xiehua Li, Qian Lv, Binyue Zhang, Yefan Jia, Jianwei Yue, Xiaofen Lu, Wei Development and validation of the nomogram based on INR and eGFR for estimation of mortality in patients with acute-on-chronic hepatitis B liver failure |
title | Development and validation of the nomogram based on INR and eGFR for estimation of mortality in patients with acute-on-chronic hepatitis B liver failure |
title_full | Development and validation of the nomogram based on INR and eGFR for estimation of mortality in patients with acute-on-chronic hepatitis B liver failure |
title_fullStr | Development and validation of the nomogram based on INR and eGFR for estimation of mortality in patients with acute-on-chronic hepatitis B liver failure |
title_full_unstemmed | Development and validation of the nomogram based on INR and eGFR for estimation of mortality in patients with acute-on-chronic hepatitis B liver failure |
title_short | Development and validation of the nomogram based on INR and eGFR for estimation of mortality in patients with acute-on-chronic hepatitis B liver failure |
title_sort | development and validation of the nomogram based on inr and egfr for estimation of mortality in patients with acute-on-chronic hepatitis b liver failure |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8675499/ https://www.ncbi.nlm.nih.gov/pubmed/34911462 http://dx.doi.org/10.1186/s12876-021-02054-3 |
work_keys_str_mv | AT lishengnan developmentandvalidationofthenomogrambasedoninrandegfrforestimationofmortalityinpatientswithacuteonchronichepatitisbliverfailure AT zhangxiehua developmentandvalidationofthenomogrambasedoninrandegfrforestimationofmortalityinpatientswithacuteonchronichepatitisbliverfailure AT liqian developmentandvalidationofthenomogrambasedoninrandegfrforestimationofmortalityinpatientswithacuteonchronichepatitisbliverfailure AT lvbinyue developmentandvalidationofthenomogrambasedoninrandegfrforestimationofmortalityinpatientswithacuteonchronichepatitisbliverfailure AT zhangyefan developmentandvalidationofthenomogrambasedoninrandegfrforestimationofmortalityinpatientswithacuteonchronichepatitisbliverfailure AT jiajianwei developmentandvalidationofthenomogrambasedoninrandegfrforestimationofmortalityinpatientswithacuteonchronichepatitisbliverfailure AT yuexiaofen developmentandvalidationofthenomogrambasedoninrandegfrforestimationofmortalityinpatientswithacuteonchronichepatitisbliverfailure AT luwei developmentandvalidationofthenomogrambasedoninrandegfrforestimationofmortalityinpatientswithacuteonchronichepatitisbliverfailure |