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Tumor infiltrating immune cells (TIICs) as a biomarker for prognosis benefits in patients with osteosarcoma
BACKGROUND: Osteosarcoma is a rare malignant bone tumor in adolescents and children. Poor prognosis has always been a difficult problem for patients with osteosarcoma. Recent studies have shown that tumor infiltrating immune cells (TIICs) are associated with the clinical outcome of osteosarcoma pati...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7579940/ https://www.ncbi.nlm.nih.gov/pubmed/33087099 http://dx.doi.org/10.1186/s12885-020-07536-3 |
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author | Chen, Ying Zhao, Bo Wang, Xiaohu |
author_facet | Chen, Ying Zhao, Bo Wang, Xiaohu |
author_sort | Chen, Ying |
collection | PubMed |
description | BACKGROUND: Osteosarcoma is a rare malignant bone tumor in adolescents and children. Poor prognosis has always been a difficult problem for patients with osteosarcoma. Recent studies have shown that tumor infiltrating immune cells (TIICs) are associated with the clinical outcome of osteosarcoma patients. The aim of our research was to construct a risk score model based on TIICs to predict the prognosis of patients with osteosarcoma. METHODS: CIBERSORTX algorithm was used to calculate the proportion of 22 TIIC types in osteosarcoma samples. Kaplan-Meier curves were drawn to investigate the prognostic value of 22 TIIC types. Forward stepwise approach was used to screen a minimal set of immune cell types. Multivariate Cox PHR analysis was performed to construct an immune risk score model. RESULTS: Osteosarcoma samples with CIBERSORTX output p value less than 0.05 were selected for research. Kaplan-Meier curves indicated that naive B cells (p = 0.047) and Monocytes (p = 0.03) in osteosarcoma are associated with poor prognosis. An immune risk score model was constructed base on eight immune cell types, and the ROC curve showed that the immune risk score model is reliable in predicting the prognosis of patients with osteosarcoma (AUC = 0.724). Besides, a nomogram model base on eight immune cell types was constructed to predict the survival rate of patients with osteosarcoma. CONCLUSIONS: TIICs are closely related to the prognosis of osteosarcoma. The immune risk score model based on TIICs is reliable in predicting the prognosis of osteosarcoma. |
format | Online Article Text |
id | pubmed-7579940 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-75799402020-10-22 Tumor infiltrating immune cells (TIICs) as a biomarker for prognosis benefits in patients with osteosarcoma Chen, Ying Zhao, Bo Wang, Xiaohu BMC Cancer Research Article BACKGROUND: Osteosarcoma is a rare malignant bone tumor in adolescents and children. Poor prognosis has always been a difficult problem for patients with osteosarcoma. Recent studies have shown that tumor infiltrating immune cells (TIICs) are associated with the clinical outcome of osteosarcoma patients. The aim of our research was to construct a risk score model based on TIICs to predict the prognosis of patients with osteosarcoma. METHODS: CIBERSORTX algorithm was used to calculate the proportion of 22 TIIC types in osteosarcoma samples. Kaplan-Meier curves were drawn to investigate the prognostic value of 22 TIIC types. Forward stepwise approach was used to screen a minimal set of immune cell types. Multivariate Cox PHR analysis was performed to construct an immune risk score model. RESULTS: Osteosarcoma samples with CIBERSORTX output p value less than 0.05 were selected for research. Kaplan-Meier curves indicated that naive B cells (p = 0.047) and Monocytes (p = 0.03) in osteosarcoma are associated with poor prognosis. An immune risk score model was constructed base on eight immune cell types, and the ROC curve showed that the immune risk score model is reliable in predicting the prognosis of patients with osteosarcoma (AUC = 0.724). Besides, a nomogram model base on eight immune cell types was constructed to predict the survival rate of patients with osteosarcoma. CONCLUSIONS: TIICs are closely related to the prognosis of osteosarcoma. The immune risk score model based on TIICs is reliable in predicting the prognosis of osteosarcoma. BioMed Central 2020-10-21 /pmc/articles/PMC7579940/ /pubmed/33087099 http://dx.doi.org/10.1186/s12885-020-07536-3 Text en © The Author(s) 2020 Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Article Chen, Ying Zhao, Bo Wang, Xiaohu Tumor infiltrating immune cells (TIICs) as a biomarker for prognosis benefits in patients with osteosarcoma |
title | Tumor infiltrating immune cells (TIICs) as a biomarker for prognosis benefits in patients with osteosarcoma |
title_full | Tumor infiltrating immune cells (TIICs) as a biomarker for prognosis benefits in patients with osteosarcoma |
title_fullStr | Tumor infiltrating immune cells (TIICs) as a biomarker for prognosis benefits in patients with osteosarcoma |
title_full_unstemmed | Tumor infiltrating immune cells (TIICs) as a biomarker for prognosis benefits in patients with osteosarcoma |
title_short | Tumor infiltrating immune cells (TIICs) as a biomarker for prognosis benefits in patients with osteosarcoma |
title_sort | tumor infiltrating immune cells (tiics) as a biomarker for prognosis benefits in patients with osteosarcoma |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7579940/ https://www.ncbi.nlm.nih.gov/pubmed/33087099 http://dx.doi.org/10.1186/s12885-020-07536-3 |
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