Cargando…
A Novel Immunotype-based Risk Stratification Model Predicts Postoperative Prognosis and Adjuvant TACE Benefit in Chinese Patients with Hepatocellular Carcinoma
Background and Aims: The tumor microenvironment can be divided into inflamed, immune-excluded and immune-desert phenotypes according to CD8(+) T cell categories with differential programmed cell death protein 1 (PD-L1) expression. The study aims to construct a novel immunotype-based risk stratificat...
Autores principales: | , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Ivyspring International Publisher
2021
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8040877/ https://www.ncbi.nlm.nih.gov/pubmed/33854587 http://dx.doi.org/10.7150/jca.54408 |
_version_ | 1783677853354688512 |
---|---|
author | Li, Tian-En Zhang, Ze Wang, Yi Xu, Da Dong, Jian Zhu, Ying Wang, Zheng |
author_facet | Li, Tian-En Zhang, Ze Wang, Yi Xu, Da Dong, Jian Zhu, Ying Wang, Zheng |
author_sort | Li, Tian-En |
collection | PubMed |
description | Background and Aims: The tumor microenvironment can be divided into inflamed, immune-excluded and immune-desert phenotypes according to CD8(+) T cell categories with differential programmed cell death protein 1 (PD-L1) expression. The study aims to construct a novel immunotype-based risk stratification model to predict postsurgical survival and adjuvant trans-arterial chemoembolization (TACE) response in patients with hepatocellular carcinoma (HCC). Methods: A total of 220 eligible HCC patients participated in this study. CD8(+) T cell infiltration and PD-L1 expression mode were estimated by immunohistochemical staining. A risk stratification model was developed and virtualized by a nomogram that integrated these independent prognostic factors. The postoperative prognosis and adjuvant TACE benefits were evaluated with a novel immunotype-based risk stratification model. Results: A total of 220 patients were finally identified. Immune-desert, immune-excluded, and inflamed immunotypes represented 45%, 24%, and 31% of HCC, respectively. Univariate and multivariate analyses identified immunotype and PD-L1 expression mode as independent prognostic factors for overall survival time (OS) and recurrence-free survival time (RFS). The nomogram was constructed by integrating immunotype, PD-L1 expression, Barcelona Clinic Liver Cancer (BCLC) stage and tumor grade. The C-index was 0.794 in the training cohort and 0.813 in the validation cohort. A risk stratification system was constructed based on the nomogram classifying HCC patients into 3 risk groups. The average OS times in the low-risk, intermediate-risk and high-risk groups in all cohorts were 77.1 months (95% CI 71.4-82.9), 53.7 months (95% CI 48.2-59.2), and 25.6 months (95% CI 21.4-29.7), respectively. Further analysis showed that OS was significantly improved by adjuvant TACE in the low- and intermediate-risk groups (P=0.041 and P=0.010, respectively) but not in the high-risk group (P=0.398). Conclusion: A novel immunotype-based risk stratification model was built to predict postoperative prognosis and adjuvant TACE benefit in HCC patients. These tools can assist in building a more customized method of HCC treatment. |
format | Online Article Text |
id | pubmed-8040877 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Ivyspring International Publisher |
record_format | MEDLINE/PubMed |
spelling | pubmed-80408772021-04-13 A Novel Immunotype-based Risk Stratification Model Predicts Postoperative Prognosis and Adjuvant TACE Benefit in Chinese Patients with Hepatocellular Carcinoma Li, Tian-En Zhang, Ze Wang, Yi Xu, Da Dong, Jian Zhu, Ying Wang, Zheng J Cancer Research Paper Background and Aims: The tumor microenvironment can be divided into inflamed, immune-excluded and immune-desert phenotypes according to CD8(+) T cell categories with differential programmed cell death protein 1 (PD-L1) expression. The study aims to construct a novel immunotype-based risk stratification model to predict postsurgical survival and adjuvant trans-arterial chemoembolization (TACE) response in patients with hepatocellular carcinoma (HCC). Methods: A total of 220 eligible HCC patients participated in this study. CD8(+) T cell infiltration and PD-L1 expression mode were estimated by immunohistochemical staining. A risk stratification model was developed and virtualized by a nomogram that integrated these independent prognostic factors. The postoperative prognosis and adjuvant TACE benefits were evaluated with a novel immunotype-based risk stratification model. Results: A total of 220 patients were finally identified. Immune-desert, immune-excluded, and inflamed immunotypes represented 45%, 24%, and 31% of HCC, respectively. Univariate and multivariate analyses identified immunotype and PD-L1 expression mode as independent prognostic factors for overall survival time (OS) and recurrence-free survival time (RFS). The nomogram was constructed by integrating immunotype, PD-L1 expression, Barcelona Clinic Liver Cancer (BCLC) stage and tumor grade. The C-index was 0.794 in the training cohort and 0.813 in the validation cohort. A risk stratification system was constructed based on the nomogram classifying HCC patients into 3 risk groups. The average OS times in the low-risk, intermediate-risk and high-risk groups in all cohorts were 77.1 months (95% CI 71.4-82.9), 53.7 months (95% CI 48.2-59.2), and 25.6 months (95% CI 21.4-29.7), respectively. Further analysis showed that OS was significantly improved by adjuvant TACE in the low- and intermediate-risk groups (P=0.041 and P=0.010, respectively) but not in the high-risk group (P=0.398). Conclusion: A novel immunotype-based risk stratification model was built to predict postoperative prognosis and adjuvant TACE benefit in HCC patients. These tools can assist in building a more customized method of HCC treatment. Ivyspring International Publisher 2021-03-15 /pmc/articles/PMC8040877/ /pubmed/33854587 http://dx.doi.org/10.7150/jca.54408 Text en © The author(s) https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/). See http://ivyspring.com/terms for full terms and conditions. |
spellingShingle | Research Paper Li, Tian-En Zhang, Ze Wang, Yi Xu, Da Dong, Jian Zhu, Ying Wang, Zheng A Novel Immunotype-based Risk Stratification Model Predicts Postoperative Prognosis and Adjuvant TACE Benefit in Chinese Patients with Hepatocellular Carcinoma |
title | A Novel Immunotype-based Risk Stratification Model Predicts Postoperative Prognosis and Adjuvant TACE Benefit in Chinese Patients with Hepatocellular Carcinoma |
title_full | A Novel Immunotype-based Risk Stratification Model Predicts Postoperative Prognosis and Adjuvant TACE Benefit in Chinese Patients with Hepatocellular Carcinoma |
title_fullStr | A Novel Immunotype-based Risk Stratification Model Predicts Postoperative Prognosis and Adjuvant TACE Benefit in Chinese Patients with Hepatocellular Carcinoma |
title_full_unstemmed | A Novel Immunotype-based Risk Stratification Model Predicts Postoperative Prognosis and Adjuvant TACE Benefit in Chinese Patients with Hepatocellular Carcinoma |
title_short | A Novel Immunotype-based Risk Stratification Model Predicts Postoperative Prognosis and Adjuvant TACE Benefit in Chinese Patients with Hepatocellular Carcinoma |
title_sort | novel immunotype-based risk stratification model predicts postoperative prognosis and adjuvant tace benefit in chinese patients with hepatocellular carcinoma |
topic | Research Paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8040877/ https://www.ncbi.nlm.nih.gov/pubmed/33854587 http://dx.doi.org/10.7150/jca.54408 |
work_keys_str_mv | AT litianen anovelimmunotypebasedriskstratificationmodelpredictspostoperativeprognosisandadjuvanttacebenefitinchinesepatientswithhepatocellularcarcinoma AT zhangze anovelimmunotypebasedriskstratificationmodelpredictspostoperativeprognosisandadjuvanttacebenefitinchinesepatientswithhepatocellularcarcinoma AT wangyi anovelimmunotypebasedriskstratificationmodelpredictspostoperativeprognosisandadjuvanttacebenefitinchinesepatientswithhepatocellularcarcinoma AT xuda anovelimmunotypebasedriskstratificationmodelpredictspostoperativeprognosisandadjuvanttacebenefitinchinesepatientswithhepatocellularcarcinoma AT dongjian anovelimmunotypebasedriskstratificationmodelpredictspostoperativeprognosisandadjuvanttacebenefitinchinesepatientswithhepatocellularcarcinoma AT zhuying anovelimmunotypebasedriskstratificationmodelpredictspostoperativeprognosisandadjuvanttacebenefitinchinesepatientswithhepatocellularcarcinoma AT wangzheng anovelimmunotypebasedriskstratificationmodelpredictspostoperativeprognosisandadjuvanttacebenefitinchinesepatientswithhepatocellularcarcinoma AT litianen novelimmunotypebasedriskstratificationmodelpredictspostoperativeprognosisandadjuvanttacebenefitinchinesepatientswithhepatocellularcarcinoma AT zhangze novelimmunotypebasedriskstratificationmodelpredictspostoperativeprognosisandadjuvanttacebenefitinchinesepatientswithhepatocellularcarcinoma AT wangyi novelimmunotypebasedriskstratificationmodelpredictspostoperativeprognosisandadjuvanttacebenefitinchinesepatientswithhepatocellularcarcinoma AT xuda novelimmunotypebasedriskstratificationmodelpredictspostoperativeprognosisandadjuvanttacebenefitinchinesepatientswithhepatocellularcarcinoma AT dongjian novelimmunotypebasedriskstratificationmodelpredictspostoperativeprognosisandadjuvanttacebenefitinchinesepatientswithhepatocellularcarcinoma AT zhuying novelimmunotypebasedriskstratificationmodelpredictspostoperativeprognosisandadjuvanttacebenefitinchinesepatientswithhepatocellularcarcinoma AT wangzheng novelimmunotypebasedriskstratificationmodelpredictspostoperativeprognosisandadjuvanttacebenefitinchinesepatientswithhepatocellularcarcinoma |