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A Pre-Operative Prognostic Score for Patients With Advanced Hepatocellular Carcinoma Who Underwent Resection
BACKGROUND: Previous studies demonstrated a promising prognosis in advanced hepatocellular carcinoma (HCC) patients who underwent surgery, yet a consensus of which population would benefit most from surgery is still unreached. METHOD: A total of 496 advanced HCC patients who initially underwent live...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7953908/ https://www.ncbi.nlm.nih.gov/pubmed/33718130 http://dx.doi.org/10.3389/fonc.2021.569515 |
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author | Xiao, Han Li, Jia-Li Chen, Shu-Ling Tang, Mi-Mi Zhou, Qian Wu, Ting-Fan Li, Xin Peng, Zhen-Wei Feng, Shi-Ting Peng, Sui Kuang, Ming |
author_facet | Xiao, Han Li, Jia-Li Chen, Shu-Ling Tang, Mi-Mi Zhou, Qian Wu, Ting-Fan Li, Xin Peng, Zhen-Wei Feng, Shi-Ting Peng, Sui Kuang, Ming |
author_sort | Xiao, Han |
collection | PubMed |
description | BACKGROUND: Previous studies demonstrated a promising prognosis in advanced hepatocellular carcinoma (HCC) patients who underwent surgery, yet a consensus of which population would benefit most from surgery is still unreached. METHOD: A total of 496 advanced HCC patients who initially underwent liver resection were consecutively collected. Least absolute shrinkage and selection operator (LASSO) regression was performed to select significant pre-operative factors for recurrence-free survival (RFS). A prognostic score constructed from these factors was used to divide patients into different risk groups. Survivals were compared between groups with log-rank test. The area under curves (AUC) of the time-dependent receiver operating characteristics was used to evaluate the predictive accuracy of prognostic score. RESULT: For the entire cohort, the median overall survival (OS) was 23.0 months and the median RFS was 12.1 months. Patients were divided into two risk groups according to the prognostic score constructed with ALBI score, tumor size, tumor-invaded liver segments, gamma-glutamyl transpeptidase, alpha fetoprotein, and portal vein tumor thrombus stage. The median RFS of the low-risk group was significantly longer than that of the high-risk group in both the training (10.1 vs 2.9 months, P<0.001) and the validation groups (13.7 vs 4.6 months, P=0.002). The AUCs of the prognostic score in predicting survival were 0.70 to 0.71 in the training group and 0.71 to 0.72 in the validation group. CONCLUSION: Surgery could provide promising survival for HCC patients at an advanced stage. Our developed pre-operative prognostic score is effective in identifying advanced-stage HCC patients with better survival benefit for surgery. |
format | Online Article Text |
id | pubmed-7953908 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-79539082021-03-13 A Pre-Operative Prognostic Score for Patients With Advanced Hepatocellular Carcinoma Who Underwent Resection Xiao, Han Li, Jia-Li Chen, Shu-Ling Tang, Mi-Mi Zhou, Qian Wu, Ting-Fan Li, Xin Peng, Zhen-Wei Feng, Shi-Ting Peng, Sui Kuang, Ming Front Oncol Oncology BACKGROUND: Previous studies demonstrated a promising prognosis in advanced hepatocellular carcinoma (HCC) patients who underwent surgery, yet a consensus of which population would benefit most from surgery is still unreached. METHOD: A total of 496 advanced HCC patients who initially underwent liver resection were consecutively collected. Least absolute shrinkage and selection operator (LASSO) regression was performed to select significant pre-operative factors for recurrence-free survival (RFS). A prognostic score constructed from these factors was used to divide patients into different risk groups. Survivals were compared between groups with log-rank test. The area under curves (AUC) of the time-dependent receiver operating characteristics was used to evaluate the predictive accuracy of prognostic score. RESULT: For the entire cohort, the median overall survival (OS) was 23.0 months and the median RFS was 12.1 months. Patients were divided into two risk groups according to the prognostic score constructed with ALBI score, tumor size, tumor-invaded liver segments, gamma-glutamyl transpeptidase, alpha fetoprotein, and portal vein tumor thrombus stage. The median RFS of the low-risk group was significantly longer than that of the high-risk group in both the training (10.1 vs 2.9 months, P<0.001) and the validation groups (13.7 vs 4.6 months, P=0.002). The AUCs of the prognostic score in predicting survival were 0.70 to 0.71 in the training group and 0.71 to 0.72 in the validation group. CONCLUSION: Surgery could provide promising survival for HCC patients at an advanced stage. Our developed pre-operative prognostic score is effective in identifying advanced-stage HCC patients with better survival benefit for surgery. Frontiers Media S.A. 2021-02-26 /pmc/articles/PMC7953908/ /pubmed/33718130 http://dx.doi.org/10.3389/fonc.2021.569515 Text en Copyright © 2021 Xiao, Li, Chen, Tang, Zhou, Wu, Li, Peng, Feng, Peng and Kuang http://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 | Oncology Xiao, Han Li, Jia-Li Chen, Shu-Ling Tang, Mi-Mi Zhou, Qian Wu, Ting-Fan Li, Xin Peng, Zhen-Wei Feng, Shi-Ting Peng, Sui Kuang, Ming A Pre-Operative Prognostic Score for Patients With Advanced Hepatocellular Carcinoma Who Underwent Resection |
title | A Pre-Operative Prognostic Score for Patients With Advanced Hepatocellular Carcinoma Who Underwent Resection |
title_full | A Pre-Operative Prognostic Score for Patients With Advanced Hepatocellular Carcinoma Who Underwent Resection |
title_fullStr | A Pre-Operative Prognostic Score for Patients With Advanced Hepatocellular Carcinoma Who Underwent Resection |
title_full_unstemmed | A Pre-Operative Prognostic Score for Patients With Advanced Hepatocellular Carcinoma Who Underwent Resection |
title_short | A Pre-Operative Prognostic Score for Patients With Advanced Hepatocellular Carcinoma Who Underwent Resection |
title_sort | pre-operative prognostic score for patients with advanced hepatocellular carcinoma who underwent resection |
topic | Oncology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7953908/ https://www.ncbi.nlm.nih.gov/pubmed/33718130 http://dx.doi.org/10.3389/fonc.2021.569515 |
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