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Development of a prognostic gene signature based on an immunogenomic infiltration analysis of osteosarcoma
Osteosarcoma is the most common primary malignant bone tumour predominantly occurring in children and adolescents with a high tendency of local invasion and early metastases. Currently, tumour immune microenvironment (TME) is becoming the focus of studying of malignant tumours.. However, no sound ev...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7576232/ https://www.ncbi.nlm.nih.gov/pubmed/32820615 http://dx.doi.org/10.1111/jcmm.15687 |
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author | Yu, Yiyang Zhang, Hongliang Ren, Tingting Huang, Yi Liang, Xin Wang, Wei Niu, Jianfang Han, Yu Guo, Wei |
author_facet | Yu, Yiyang Zhang, Hongliang Ren, Tingting Huang, Yi Liang, Xin Wang, Wei Niu, Jianfang Han, Yu Guo, Wei |
author_sort | Yu, Yiyang |
collection | PubMed |
description | Osteosarcoma is the most common primary malignant bone tumour predominantly occurring in children and adolescents with a high tendency of local invasion and early metastases. Currently, tumour immune microenvironment (TME) is becoming the focus of studying of malignant tumours.. However, no sound evidence shows a specific immune molecular target in osteosarcoma. We downloaded the gene expression profile and clinical data of osteosarcoma from the TARGET portal, and extracted and normalized via R software. Then, the immune cell infiltration assessed by CIBERSORT and ESTIMATE algorithms. Three survival‐related immune cells and immune score were obtained via Kaplan‐Meier survival analysis, and 232 immune‐related genes were obtained as candidate genes. Enrichment and protein‐protein interaction co‐expression analyses were performed to identify 13 hub genes. Lastly, a seven gene prognostic signature was identified by univariate and multivariate Cox regression analyses. More importantly, our validations and TIMER algorithm suggested this immune‐related prognostic signature a good predictive tool. Our findings have provided novel insights that could demonstrate new targets of immunotherapy in osteosarcoma. |
format | Online Article Text |
id | pubmed-7576232 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-75762322020-10-23 Development of a prognostic gene signature based on an immunogenomic infiltration analysis of osteosarcoma Yu, Yiyang Zhang, Hongliang Ren, Tingting Huang, Yi Liang, Xin Wang, Wei Niu, Jianfang Han, Yu Guo, Wei J Cell Mol Med Original Articles Osteosarcoma is the most common primary malignant bone tumour predominantly occurring in children and adolescents with a high tendency of local invasion and early metastases. Currently, tumour immune microenvironment (TME) is becoming the focus of studying of malignant tumours.. However, no sound evidence shows a specific immune molecular target in osteosarcoma. We downloaded the gene expression profile and clinical data of osteosarcoma from the TARGET portal, and extracted and normalized via R software. Then, the immune cell infiltration assessed by CIBERSORT and ESTIMATE algorithms. Three survival‐related immune cells and immune score were obtained via Kaplan‐Meier survival analysis, and 232 immune‐related genes were obtained as candidate genes. Enrichment and protein‐protein interaction co‐expression analyses were performed to identify 13 hub genes. Lastly, a seven gene prognostic signature was identified by univariate and multivariate Cox regression analyses. More importantly, our validations and TIMER algorithm suggested this immune‐related prognostic signature a good predictive tool. Our findings have provided novel insights that could demonstrate new targets of immunotherapy in osteosarcoma. John Wiley and Sons Inc. 2020-08-21 2020-10 /pmc/articles/PMC7576232/ /pubmed/32820615 http://dx.doi.org/10.1111/jcmm.15687 Text en © 2020 The Authors. Journal of Cellular and Molecular Medicine published by Foundation for Cellular and Molecular Medicine and John Wiley & Sons Ltd This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Original Articles Yu, Yiyang Zhang, Hongliang Ren, Tingting Huang, Yi Liang, Xin Wang, Wei Niu, Jianfang Han, Yu Guo, Wei Development of a prognostic gene signature based on an immunogenomic infiltration analysis of osteosarcoma |
title | Development of a prognostic gene signature based on an immunogenomic infiltration analysis of osteosarcoma |
title_full | Development of a prognostic gene signature based on an immunogenomic infiltration analysis of osteosarcoma |
title_fullStr | Development of a prognostic gene signature based on an immunogenomic infiltration analysis of osteosarcoma |
title_full_unstemmed | Development of a prognostic gene signature based on an immunogenomic infiltration analysis of osteosarcoma |
title_short | Development of a prognostic gene signature based on an immunogenomic infiltration analysis of osteosarcoma |
title_sort | development of a prognostic gene signature based on an immunogenomic infiltration analysis of osteosarcoma |
topic | Original Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7576232/ https://www.ncbi.nlm.nih.gov/pubmed/32820615 http://dx.doi.org/10.1111/jcmm.15687 |
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