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Molecular subtypes of osteosarcoma classified by cancer stem cell related genes define immunological cell infiltration and patient survival
Recent studies have shown that tumor stemness has biological significance in tumorigenicity and tumor progression. However, the characteristics of TME immune infiltration in osteosarcoma mediated by the combined effects of multiple cancer stem cell-related genes remain unknown. METHODS: In this stud...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9437352/ https://www.ncbi.nlm.nih.gov/pubmed/36059448 http://dx.doi.org/10.3389/fimmu.2022.986785 |
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author | Guo, Lei Yan, Taiqiang Guo, Wei Niu, Jianfang Wang, Wei Ren, Tingting Huang, Yi Xu, Jiuhui Wang, Boyang |
author_facet | Guo, Lei Yan, Taiqiang Guo, Wei Niu, Jianfang Wang, Wei Ren, Tingting Huang, Yi Xu, Jiuhui Wang, Boyang |
author_sort | Guo, Lei |
collection | PubMed |
description | Recent studies have shown that tumor stemness has biological significance in tumorigenicity and tumor progression. However, the characteristics of TME immune infiltration in osteosarcoma mediated by the combined effects of multiple cancer stem cell-related genes remain unknown. METHODS: In this study, we identified different cancer stem cell-associated subtypes in osteosarcoma based on 25 cancer stem cell-associated genes by consensus clustering analysis, and we comprehensively evaluated the association between these subtypes and immunocytes infiltration in the TME. The cancer stem cell (CSC) score was constructed to quantify the stemness of individual tumors. RESULTS: We performed a comprehensive evaluation of 218 osteosarcoma patients based on 25 cancer stem cell-related genes. Three different cancer stem cells related subtypes were identified, which were related to different biological processes and clinical outcomes. The three subtypes have different TME cells infiltrating characteristics, and CSC Cluster A had a higher level of immunocyte infiltration compared to CSC Cluster B and C. We constructed a scoring system, called the CSC score, to assess the stemness of individual patients. Then we found that the prognosis of patients was predicted by CSC score, and patients with low CSC score had prolonged survival. Further analyses showed that low CSC score was correlated with enhanced immune infiltration. CSC score may predict the effect of immunotherapy, and patients with low CSC score may have better immune response and clinical prognosis. CONCLUSIONS: This study demonstrates that there could be three cancer stem cell-associated subtypes in osteosarcoma and that they were associated with different patient prognosis and TME immune infiltration characteristics. CSC score could be used to assess the stemness of individual patients, improve our comprehension of TME characteristics, and direct more effective immune therapy. |
format | Online Article Text |
id | pubmed-9437352 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-94373522022-09-03 Molecular subtypes of osteosarcoma classified by cancer stem cell related genes define immunological cell infiltration and patient survival Guo, Lei Yan, Taiqiang Guo, Wei Niu, Jianfang Wang, Wei Ren, Tingting Huang, Yi Xu, Jiuhui Wang, Boyang Front Immunol Immunology Recent studies have shown that tumor stemness has biological significance in tumorigenicity and tumor progression. However, the characteristics of TME immune infiltration in osteosarcoma mediated by the combined effects of multiple cancer stem cell-related genes remain unknown. METHODS: In this study, we identified different cancer stem cell-associated subtypes in osteosarcoma based on 25 cancer stem cell-associated genes by consensus clustering analysis, and we comprehensively evaluated the association between these subtypes and immunocytes infiltration in the TME. The cancer stem cell (CSC) score was constructed to quantify the stemness of individual tumors. RESULTS: We performed a comprehensive evaluation of 218 osteosarcoma patients based on 25 cancer stem cell-related genes. Three different cancer stem cells related subtypes were identified, which were related to different biological processes and clinical outcomes. The three subtypes have different TME cells infiltrating characteristics, and CSC Cluster A had a higher level of immunocyte infiltration compared to CSC Cluster B and C. We constructed a scoring system, called the CSC score, to assess the stemness of individual patients. Then we found that the prognosis of patients was predicted by CSC score, and patients with low CSC score had prolonged survival. Further analyses showed that low CSC score was correlated with enhanced immune infiltration. CSC score may predict the effect of immunotherapy, and patients with low CSC score may have better immune response and clinical prognosis. CONCLUSIONS: This study demonstrates that there could be three cancer stem cell-associated subtypes in osteosarcoma and that they were associated with different patient prognosis and TME immune infiltration characteristics. CSC score could be used to assess the stemness of individual patients, improve our comprehension of TME characteristics, and direct more effective immune therapy. Frontiers Media S.A. 2022-08-19 /pmc/articles/PMC9437352/ /pubmed/36059448 http://dx.doi.org/10.3389/fimmu.2022.986785 Text en Copyright © 2022 Guo, Yan, Guo, Niu, Wang, Ren, Huang, Xu and Wang https://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 | Immunology Guo, Lei Yan, Taiqiang Guo, Wei Niu, Jianfang Wang, Wei Ren, Tingting Huang, Yi Xu, Jiuhui Wang, Boyang Molecular subtypes of osteosarcoma classified by cancer stem cell related genes define immunological cell infiltration and patient survival |
title | Molecular subtypes of osteosarcoma classified by cancer stem cell related genes define immunological cell infiltration and patient survival |
title_full | Molecular subtypes of osteosarcoma classified by cancer stem cell related genes define immunological cell infiltration and patient survival |
title_fullStr | Molecular subtypes of osteosarcoma classified by cancer stem cell related genes define immunological cell infiltration and patient survival |
title_full_unstemmed | Molecular subtypes of osteosarcoma classified by cancer stem cell related genes define immunological cell infiltration and patient survival |
title_short | Molecular subtypes of osteosarcoma classified by cancer stem cell related genes define immunological cell infiltration and patient survival |
title_sort | molecular subtypes of osteosarcoma classified by cancer stem cell related genes define immunological cell infiltration and patient survival |
topic | Immunology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9437352/ https://www.ncbi.nlm.nih.gov/pubmed/36059448 http://dx.doi.org/10.3389/fimmu.2022.986785 |
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