Cargando…
A classification based on tumor budding and immune score for patients with hepatocellular carcinoma
Background: The role of immune profiling and tumor budding in hepatocellular carcinoma (HCC) remains largely unknown. This study evaluated the association between tumor budding and lymphocytic infiltration in HCC. Meanwhile, HCC patients were stratified based on tumor budding grade and immune score....
Autores principales: | , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Taylor & Francis
2019
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6959452/ https://www.ncbi.nlm.nih.gov/pubmed/32002283 http://dx.doi.org/10.1080/2162402X.2019.1672495 |
_version_ | 1783487601136631808 |
---|---|
author | Wei, Li Delin, Zhang Kefei, Yuan Hong, Wu Jiwei, Huang Yange, Zhang |
author_facet | Wei, Li Delin, Zhang Kefei, Yuan Hong, Wu Jiwei, Huang Yange, Zhang |
author_sort | Wei, Li |
collection | PubMed |
description | Background: The role of immune profiling and tumor budding in hepatocellular carcinoma (HCC) remains largely unknown. This study evaluated the association between tumor budding and lymphocytic infiltration in HCC. Meanwhile, HCC patients were stratified based on tumor budding grade and immune score. Patients and methods: A total of 423 HCC patients were divided into training (n = 212) and validation (n = 211) cohort. Tumor slides from resected HCC samples were used for tumor budding assessment. A prognosis-relevant immune score was developed based on five types of immune cells out of eleven immune markers. A classification based on tumor budding grade and immune type was established (IS-TB type). To explore the association of IS-TB type and molecular alterations of HCC, 100 HCC samples and adjacent non-tumor tissues from 100 patients were investigated by whole-exome sequencing. Results: Tumor budding was an independent adverse prognostic factor for OS and DFS in both of the training and validation cohorts (all P values <.05). The rate of high-grade tumor budding was significantly higher in HCC with immature stroma (P < .001), strong α-SMA expression (P = .005), non-steatotic tumors and non-fibrolamellar-HCC (P < .001). Additionally, tumor budding was related to both anti- and pro-tumor immune responses. Patients were classified into immune type A and immune type B according to the immune score. Based on tumor budding grade and immunotype, patients were classified into four subgroups: IS(A)-TB(high) (type I), IS(B)-TB(high) (type II), IS(A)-TB(low) (type III) and IS(B)-TB(low) (type IV). Patients with type III tumor had the best OS and DFS, whereas OS and DFS were the worst for cases with type II tumor. TP53 mutation was more frequent in IS-TB type I (IS(A)TB(high)) patients, while IS-TB type IV (IS(B)TB(low)) harbored high number of CTNNB1 mutation. Conclusion: Tumor-immune cell interactions in HCC is heterogeneous. HCC classification based on tumor budding and immune score correlates with patient survival and molecular alterations. The defined subtypes may have significance for utilizing individualized treatment in patients with HCC. |
format | Online Article Text |
id | pubmed-6959452 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Taylor & Francis |
record_format | MEDLINE/PubMed |
spelling | pubmed-69594522020-01-30 A classification based on tumor budding and immune score for patients with hepatocellular carcinoma Wei, Li Delin, Zhang Kefei, Yuan Hong, Wu Jiwei, Huang Yange, Zhang Oncoimmunology Original Research Background: The role of immune profiling and tumor budding in hepatocellular carcinoma (HCC) remains largely unknown. This study evaluated the association between tumor budding and lymphocytic infiltration in HCC. Meanwhile, HCC patients were stratified based on tumor budding grade and immune score. Patients and methods: A total of 423 HCC patients were divided into training (n = 212) and validation (n = 211) cohort. Tumor slides from resected HCC samples were used for tumor budding assessment. A prognosis-relevant immune score was developed based on five types of immune cells out of eleven immune markers. A classification based on tumor budding grade and immune type was established (IS-TB type). To explore the association of IS-TB type and molecular alterations of HCC, 100 HCC samples and adjacent non-tumor tissues from 100 patients were investigated by whole-exome sequencing. Results: Tumor budding was an independent adverse prognostic factor for OS and DFS in both of the training and validation cohorts (all P values <.05). The rate of high-grade tumor budding was significantly higher in HCC with immature stroma (P < .001), strong α-SMA expression (P = .005), non-steatotic tumors and non-fibrolamellar-HCC (P < .001). Additionally, tumor budding was related to both anti- and pro-tumor immune responses. Patients were classified into immune type A and immune type B according to the immune score. Based on tumor budding grade and immunotype, patients were classified into four subgroups: IS(A)-TB(high) (type I), IS(B)-TB(high) (type II), IS(A)-TB(low) (type III) and IS(B)-TB(low) (type IV). Patients with type III tumor had the best OS and DFS, whereas OS and DFS were the worst for cases with type II tumor. TP53 mutation was more frequent in IS-TB type I (IS(A)TB(high)) patients, while IS-TB type IV (IS(B)TB(low)) harbored high number of CTNNB1 mutation. Conclusion: Tumor-immune cell interactions in HCC is heterogeneous. HCC classification based on tumor budding and immune score correlates with patient survival and molecular alterations. The defined subtypes may have significance for utilizing individualized treatment in patients with HCC. Taylor & Francis 2019-11-07 /pmc/articles/PMC6959452/ /pubmed/32002283 http://dx.doi.org/10.1080/2162402X.2019.1672495 Text en © 2019 The Author(s). Published with license by Taylor & Francis Group, LLC. https://creativecommons.org/licenses/by-nc/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution-NonCommercial License (http://creativecommons.org/licenses/by-nc/4.0/ (https://creativecommons.org/licenses/by-nc/4.0/) ), which permits unrestricted non-commercial use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Original Research Wei, Li Delin, Zhang Kefei, Yuan Hong, Wu Jiwei, Huang Yange, Zhang A classification based on tumor budding and immune score for patients with hepatocellular carcinoma |
title | A classification based on tumor budding and immune score for patients with hepatocellular carcinoma |
title_full | A classification based on tumor budding and immune score for patients with hepatocellular carcinoma |
title_fullStr | A classification based on tumor budding and immune score for patients with hepatocellular carcinoma |
title_full_unstemmed | A classification based on tumor budding and immune score for patients with hepatocellular carcinoma |
title_short | A classification based on tumor budding and immune score for patients with hepatocellular carcinoma |
title_sort | classification based on tumor budding and immune score for patients with hepatocellular carcinoma |
topic | Original Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6959452/ https://www.ncbi.nlm.nih.gov/pubmed/32002283 http://dx.doi.org/10.1080/2162402X.2019.1672495 |
work_keys_str_mv | AT weili aclassificationbasedontumorbuddingandimmunescoreforpatientswithhepatocellularcarcinoma AT delinzhang aclassificationbasedontumorbuddingandimmunescoreforpatientswithhepatocellularcarcinoma AT kefeiyuan aclassificationbasedontumorbuddingandimmunescoreforpatientswithhepatocellularcarcinoma AT hongwu aclassificationbasedontumorbuddingandimmunescoreforpatientswithhepatocellularcarcinoma AT jiweihuang aclassificationbasedontumorbuddingandimmunescoreforpatientswithhepatocellularcarcinoma AT yangezhang aclassificationbasedontumorbuddingandimmunescoreforpatientswithhepatocellularcarcinoma AT weili classificationbasedontumorbuddingandimmunescoreforpatientswithhepatocellularcarcinoma AT delinzhang classificationbasedontumorbuddingandimmunescoreforpatientswithhepatocellularcarcinoma AT kefeiyuan classificationbasedontumorbuddingandimmunescoreforpatientswithhepatocellularcarcinoma AT hongwu classificationbasedontumorbuddingandimmunescoreforpatientswithhepatocellularcarcinoma AT jiweihuang classificationbasedontumorbuddingandimmunescoreforpatientswithhepatocellularcarcinoma AT yangezhang classificationbasedontumorbuddingandimmunescoreforpatientswithhepatocellularcarcinoma |