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A novel preoperative predictive model of 90-day mortality after liver resection for huge hepatocellular carcinoma
BACKGROUND: Hepatectomy for huge hepatocellular carcinoma (HCC) (diameter ≥10 cm) is characterized by high mortality. This study aimed to establish a preoperative model to evaluate the risk of postoperative 90-day mortality for huge HCC patients. METHODS: We retrospectively enrolled 1,127 consecutiv...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
AME Publishing Company
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8246173/ https://www.ncbi.nlm.nih.gov/pubmed/34268387 http://dx.doi.org/10.21037/atm-20-7842 |
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author | Yin, Yue Cheng, Jian-Wen Chen, Fei-Yu Chen, Xu-Xiao Zhang, Xin Huang, Ao Guo, De-Zhen Wang, Yu-Peng Cao, Ya Fan, Jia Zhou, Jian Yang, Xin-Rong |
author_facet | Yin, Yue Cheng, Jian-Wen Chen, Fei-Yu Chen, Xu-Xiao Zhang, Xin Huang, Ao Guo, De-Zhen Wang, Yu-Peng Cao, Ya Fan, Jia Zhou, Jian Yang, Xin-Rong |
author_sort | Yin, Yue |
collection | PubMed |
description | BACKGROUND: Hepatectomy for huge hepatocellular carcinoma (HCC) (diameter ≥10 cm) is characterized by high mortality. This study aimed to establish a preoperative model to evaluate the risk of postoperative 90-day mortality for huge HCC patients. METHODS: We retrospectively enrolled 1,127 consecutive patients and prospectively enrolled 93 patients with huge HCC who underwent hepatectomy (training cohort, n=798; validation cohort, n=329; prospective cohort, n=93) in our institute. Based on independent preoperative predictors of 90-day mortality, we established a logistic regression model and visualized the model by nomogram. RESULTS: The 90-day mortality rates were 9.6%, 9.2%, and 10.9% in the training, validation, and prospective cohort. The α-fetoprotein (AFP) level, the prealbumin levels, and the presence of portal vein tumor thrombosis (PVTT) were preoperative independent predictors of 90-day mortality. A logistic regression model, AFP-prealbumin-PVTT score (APP score), was subsequently established and showed good performance in predicting 90-day mortality (training cohort, AUC =0.87; validation cohort, AUC =0.91; prospective cohort, AUC =0.93). Using a cut-off of −1.96, the model could stratify patients into low risk (≤−1.96) and high risk (>−1.96) with different 90-day mortality rates (~30% vs. ~2%). Furthermore, the predictive performance for 90-day mortality and overall survival was significantly superior to the Child-Pugh score, the model of end-stage liver disease (MELD) score, and the albumin-bilirubin (ALBI) score. CONCLUSIONS: The APP score can precisely predict postoperative 90-day mortality as well as long-term survival for patients with huge HCC, assisting physician selection of suitable candidates for liver resection and improving the safety and efficacy of surgical treatment. |
format | Online Article Text |
id | pubmed-8246173 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | AME Publishing Company |
record_format | MEDLINE/PubMed |
spelling | pubmed-82461732021-07-14 A novel preoperative predictive model of 90-day mortality after liver resection for huge hepatocellular carcinoma Yin, Yue Cheng, Jian-Wen Chen, Fei-Yu Chen, Xu-Xiao Zhang, Xin Huang, Ao Guo, De-Zhen Wang, Yu-Peng Cao, Ya Fan, Jia Zhou, Jian Yang, Xin-Rong Ann Transl Med Original Article BACKGROUND: Hepatectomy for huge hepatocellular carcinoma (HCC) (diameter ≥10 cm) is characterized by high mortality. This study aimed to establish a preoperative model to evaluate the risk of postoperative 90-day mortality for huge HCC patients. METHODS: We retrospectively enrolled 1,127 consecutive patients and prospectively enrolled 93 patients with huge HCC who underwent hepatectomy (training cohort, n=798; validation cohort, n=329; prospective cohort, n=93) in our institute. Based on independent preoperative predictors of 90-day mortality, we established a logistic regression model and visualized the model by nomogram. RESULTS: The 90-day mortality rates were 9.6%, 9.2%, and 10.9% in the training, validation, and prospective cohort. The α-fetoprotein (AFP) level, the prealbumin levels, and the presence of portal vein tumor thrombosis (PVTT) were preoperative independent predictors of 90-day mortality. A logistic regression model, AFP-prealbumin-PVTT score (APP score), was subsequently established and showed good performance in predicting 90-day mortality (training cohort, AUC =0.87; validation cohort, AUC =0.91; prospective cohort, AUC =0.93). Using a cut-off of −1.96, the model could stratify patients into low risk (≤−1.96) and high risk (>−1.96) with different 90-day mortality rates (~30% vs. ~2%). Furthermore, the predictive performance for 90-day mortality and overall survival was significantly superior to the Child-Pugh score, the model of end-stage liver disease (MELD) score, and the albumin-bilirubin (ALBI) score. CONCLUSIONS: The APP score can precisely predict postoperative 90-day mortality as well as long-term survival for patients with huge HCC, assisting physician selection of suitable candidates for liver resection and improving the safety and efficacy of surgical treatment. AME Publishing Company 2021-05 /pmc/articles/PMC8246173/ /pubmed/34268387 http://dx.doi.org/10.21037/atm-20-7842 Text en 2021 Annals of Translational Medicine. All rights reserved. https://creativecommons.org/licenses/by-nc-nd/4.0/Open Access Statement: This is an Open Access article distributed in accordance with the Creative Commons Attribution-NonCommercial-NoDerivs 4.0 International License (CC BY-NC-ND 4.0), which permits the non-commercial replication and distribution of the article with the strict proviso that no changes or edits are made and the original work is properly cited (including links to both the formal publication through the relevant DOI and the license). See: https://creativecommons.org/licenses/by-nc-nd/4.0 (https://creativecommons.org/licenses/by-nc-nd/4.0/) . |
spellingShingle | Original Article Yin, Yue Cheng, Jian-Wen Chen, Fei-Yu Chen, Xu-Xiao Zhang, Xin Huang, Ao Guo, De-Zhen Wang, Yu-Peng Cao, Ya Fan, Jia Zhou, Jian Yang, Xin-Rong A novel preoperative predictive model of 90-day mortality after liver resection for huge hepatocellular carcinoma |
title | A novel preoperative predictive model of 90-day mortality after liver resection for huge hepatocellular carcinoma |
title_full | A novel preoperative predictive model of 90-day mortality after liver resection for huge hepatocellular carcinoma |
title_fullStr | A novel preoperative predictive model of 90-day mortality after liver resection for huge hepatocellular carcinoma |
title_full_unstemmed | A novel preoperative predictive model of 90-day mortality after liver resection for huge hepatocellular carcinoma |
title_short | A novel preoperative predictive model of 90-day mortality after liver resection for huge hepatocellular carcinoma |
title_sort | novel preoperative predictive model of 90-day mortality after liver resection for huge hepatocellular carcinoma |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8246173/ https://www.ncbi.nlm.nih.gov/pubmed/34268387 http://dx.doi.org/10.21037/atm-20-7842 |
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