Classification of Osteosarcoma Based on Immunogenomic Profiling
Accumulating evidence has supported that osteosarcoma is heterogeneous, and several subtypes have been identified based on genomic profiling. Immunotherapy is revolutionizing cancer treatment and is a promising therapeutic strategy. In contrast, few studies have identified osteosarcoma classificatio...
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doaj-9131d5d0fab243c79fa88f11808ffa6c2021-07-16T12:16:03ZengFrontiers Media S.A.Frontiers in Cell and Developmental Biology2296-634X2021-07-01910.3389/fcell.2021.696878696878Classification of Osteosarcoma Based on Immunogenomic ProfilingXinwen Wang0Xinwen Wang1Liangming Wang2Weifeng Xu3Xinwu Wang4Dianshan Ke5Jinluan Lin6Wanzun Lin7Xiaochun Bai8Xiaochun Bai9The Third Affiliated Hospital of Southern Medical University, Guangzhou, ChinaGuangdong Provincial Key Laboratory of Bone and Joint Degeneration Diseases, Guangzhou, ChinaDepartment of Orthopedics, The Second Affiliated Hospital of Fujian Medical University, Quanzhou, ChinaDepartment of Medical Oncology, The Affiliated Cancer Hospital of Zhengzhou University, Zhengzhou, ChinaDepartment of Orthopedics, The First Hospital of Putian City, Putian, ChinaDepartment of Orthopedics, Jiangmen People’s Hospital, Jiangmen, ChinaDepartment of Orthopedics, The First Affiliated Hospital of Fujian Medical University, Fuzhou, ChinaDepartment of Radiation Oncology, Shanghai Proton and Heavy Ion Center, Fudan University Cancer Hospital, Shanghai, ChinaThe Third Affiliated Hospital of Southern Medical University, Guangzhou, ChinaGuangdong Provincial Key Laboratory of Bone and Joint Degeneration Diseases, Guangzhou, ChinaAccumulating evidence has supported that osteosarcoma is heterogeneous, and several subtypes have been identified based on genomic profiling. Immunotherapy is revolutionizing cancer treatment and is a promising therapeutic strategy. In contrast, few studies have identified osteosarcoma classification based on immune biosignatures, which offer the optimal stratification of individuals befitting immunotherapy. Here, we classified osteosarcoma into two clusters: immunity high and immunity low using the single-sample gene-set enrichment analysis and unsupervised hierarchical clustering. Immunity_H subtype was associated with high immune cells infiltration, a favorable prognosis, benefit to immunotherapy, high human leukocyte antigen gene expression, and activated immune signal pathway indicating an immune-hot phenotype. On the contrary, the Immunity_L subtype was correlated with low immune cell infiltration, poor prognosis, and cancer-related pathway, indicating an immune-cold phenotype. We also identified TYROBP as a key immunoregulatory gene associated with CD8+ T cell infiltration by multiplex immunohistochemistry. Finally, we established an immune-related prognostic model that predicted the survival time of osteosarcoma. In conclusion, we established a new classification system of osteosarcoma based on immune signatures and identified TYROBP as a key immunoregulatory gene. This stratification had significant clinical outcomes for estimating prognosis, as well as the immunotherapy of osteosarcoma patients.https://www.frontiersin.org/articles/10.3389/fcell.2021.696878/fullosteosarcomaimmune subtypeimmune checkpoint inhibitorsTYROBPprognosis |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Xinwen Wang Xinwen Wang Liangming Wang Weifeng Xu Xinwu Wang Dianshan Ke Jinluan Lin Wanzun Lin Xiaochun Bai Xiaochun Bai |
spellingShingle |
Xinwen Wang Xinwen Wang Liangming Wang Weifeng Xu Xinwu Wang Dianshan Ke Jinluan Lin Wanzun Lin Xiaochun Bai Xiaochun Bai Classification of Osteosarcoma Based on Immunogenomic Profiling Frontiers in Cell and Developmental Biology osteosarcoma immune subtype immune checkpoint inhibitors TYROBP prognosis |
author_facet |
Xinwen Wang Xinwen Wang Liangming Wang Weifeng Xu Xinwu Wang Dianshan Ke Jinluan Lin Wanzun Lin Xiaochun Bai Xiaochun Bai |
author_sort |
Xinwen Wang |
title |
Classification of Osteosarcoma Based on Immunogenomic Profiling |
title_short |
Classification of Osteosarcoma Based on Immunogenomic Profiling |
title_full |
Classification of Osteosarcoma Based on Immunogenomic Profiling |
title_fullStr |
Classification of Osteosarcoma Based on Immunogenomic Profiling |
title_full_unstemmed |
Classification of Osteosarcoma Based on Immunogenomic Profiling |
title_sort |
classification of osteosarcoma based on immunogenomic profiling |
publisher |
Frontiers Media S.A. |
series |
Frontiers in Cell and Developmental Biology |
issn |
2296-634X |
publishDate |
2021-07-01 |
description |
Accumulating evidence has supported that osteosarcoma is heterogeneous, and several subtypes have been identified based on genomic profiling. Immunotherapy is revolutionizing cancer treatment and is a promising therapeutic strategy. In contrast, few studies have identified osteosarcoma classification based on immune biosignatures, which offer the optimal stratification of individuals befitting immunotherapy. Here, we classified osteosarcoma into two clusters: immunity high and immunity low using the single-sample gene-set enrichment analysis and unsupervised hierarchical clustering. Immunity_H subtype was associated with high immune cells infiltration, a favorable prognosis, benefit to immunotherapy, high human leukocyte antigen gene expression, and activated immune signal pathway indicating an immune-hot phenotype. On the contrary, the Immunity_L subtype was correlated with low immune cell infiltration, poor prognosis, and cancer-related pathway, indicating an immune-cold phenotype. We also identified TYROBP as a key immunoregulatory gene associated with CD8+ T cell infiltration by multiplex immunohistochemistry. Finally, we established an immune-related prognostic model that predicted the survival time of osteosarcoma. In conclusion, we established a new classification system of osteosarcoma based on immune signatures and identified TYROBP as a key immunoregulatory gene. This stratification had significant clinical outcomes for estimating prognosis, as well as the immunotherapy of osteosarcoma patients. |
topic |
osteosarcoma immune subtype immune checkpoint inhibitors TYROBP prognosis |
url |
https://www.frontiersin.org/articles/10.3389/fcell.2021.696878/full |
work_keys_str_mv |
AT xinwenwang classificationofosteosarcomabasedonimmunogenomicprofiling AT xinwenwang classificationofosteosarcomabasedonimmunogenomicprofiling AT liangmingwang classificationofosteosarcomabasedonimmunogenomicprofiling AT weifengxu classificationofosteosarcomabasedonimmunogenomicprofiling AT xinwuwang classificationofosteosarcomabasedonimmunogenomicprofiling AT dianshanke classificationofosteosarcomabasedonimmunogenomicprofiling AT jinluanlin classificationofosteosarcomabasedonimmunogenomicprofiling AT wanzunlin classificationofosteosarcomabasedonimmunogenomicprofiling AT xiaochunbai classificationofosteosarcomabasedonimmunogenomicprofiling AT xiaochunbai classificationofosteosarcomabasedonimmunogenomicprofiling |
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