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Reduced CCR2 Can Improve the Prognosis of Sarcoma by Remodeling the Tumor Microenvironment
BACKGROUND: The tumor microenvironment (TME) plays a very important role in the development of sarcoma (SARC), but it is still unknown how to effectively regulate the TME. AIM: Our study aims to identify core molecules that can concurrently regulate immune and stromal cells in TME as potential thera...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Dove
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8932926/ https://www.ncbi.nlm.nih.gov/pubmed/35308572 http://dx.doi.org/10.2147/IJGM.S349295 |
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author | Wei, Baixing Feng, Hao Wu, Han |
author_facet | Wei, Baixing Feng, Hao Wu, Han |
author_sort | Wei, Baixing |
collection | PubMed |
description | BACKGROUND: The tumor microenvironment (TME) plays a very important role in the development of sarcoma (SARC), but it is still unknown how to effectively regulate the TME. AIM: Our study aims to identify core molecules that can concurrently regulate immune and stromal cells in TME as potential therapeutic targets. METHODS AND RESULTS: We used the ESTIMATE algorithm to score the immune and stromal components of 265 SARC samples and determined that increased immune and stromal components in TME were both associated with poor prognosis in SARC. Next, we identified differential genes that regulate both immune and stromal cells, and identified the core prognostic gene CCR2 through the protein–protein interaction (PPI) network, COX analysis, survival analysis, and GSEA enrichment analysis. Next, we calculated the content of infiltrating immune cells and stromal cells in tumors using the CIBERSORT and xcell algorithms, respectively. Using differential analysis and Spearman correlation analysis, we identified 12 immune cells and 7 stromal cells, including CD4(+)T cells, CD8(+)T cells, monocytes, macrophages, dendritic cells, NK cells, mesenchymal stem cells (MSC), Fibroblasts and Endothelial cells, all of which were regulated by CCR2. CONCLUSION: Increased immune and stromal cell components were associated with poor prognosis in SARC, and CCR2 had a prognostic role in TME, regulating multiple immune and stromal cells, and was an important target for TME remodeling as well as immunotherapy in SARC. |
format | Online Article Text |
id | pubmed-8932926 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Dove |
record_format | MEDLINE/PubMed |
spelling | pubmed-89329262022-03-19 Reduced CCR2 Can Improve the Prognosis of Sarcoma by Remodeling the Tumor Microenvironment Wei, Baixing Feng, Hao Wu, Han Int J Gen Med Original Research BACKGROUND: The tumor microenvironment (TME) plays a very important role in the development of sarcoma (SARC), but it is still unknown how to effectively regulate the TME. AIM: Our study aims to identify core molecules that can concurrently regulate immune and stromal cells in TME as potential therapeutic targets. METHODS AND RESULTS: We used the ESTIMATE algorithm to score the immune and stromal components of 265 SARC samples and determined that increased immune and stromal components in TME were both associated with poor prognosis in SARC. Next, we identified differential genes that regulate both immune and stromal cells, and identified the core prognostic gene CCR2 through the protein–protein interaction (PPI) network, COX analysis, survival analysis, and GSEA enrichment analysis. Next, we calculated the content of infiltrating immune cells and stromal cells in tumors using the CIBERSORT and xcell algorithms, respectively. Using differential analysis and Spearman correlation analysis, we identified 12 immune cells and 7 stromal cells, including CD4(+)T cells, CD8(+)T cells, monocytes, macrophages, dendritic cells, NK cells, mesenchymal stem cells (MSC), Fibroblasts and Endothelial cells, all of which were regulated by CCR2. CONCLUSION: Increased immune and stromal cell components were associated with poor prognosis in SARC, and CCR2 had a prognostic role in TME, regulating multiple immune and stromal cells, and was an important target for TME remodeling as well as immunotherapy in SARC. Dove 2022-03-14 /pmc/articles/PMC8932926/ /pubmed/35308572 http://dx.doi.org/10.2147/IJGM.S349295 Text en © 2022 Wei et al. https://creativecommons.org/licenses/by-nc/3.0/This work is published and licensed by Dove Medical Press Limited. The full terms of this license are available at https://www.dovepress.com/terms.php and incorporate the Creative Commons Attribution – Non Commercial (unported, v3.0) License (http://creativecommons.org/licenses/by-nc/3.0/ (https://creativecommons.org/licenses/by-nc/3.0/) ). By accessing the work you hereby accept the Terms. Non-commercial uses of the work are permitted without any further permission from Dove Medical Press Limited, provided the work is properly attributed. For permission for commercial use of this work, please see paragraphs 4.2 and 5 of our Terms (https://www.dovepress.com/terms.php). |
spellingShingle | Original Research Wei, Baixing Feng, Hao Wu, Han Reduced CCR2 Can Improve the Prognosis of Sarcoma by Remodeling the Tumor Microenvironment |
title | Reduced CCR2 Can Improve the Prognosis of Sarcoma by Remodeling the Tumor Microenvironment |
title_full | Reduced CCR2 Can Improve the Prognosis of Sarcoma by Remodeling the Tumor Microenvironment |
title_fullStr | Reduced CCR2 Can Improve the Prognosis of Sarcoma by Remodeling the Tumor Microenvironment |
title_full_unstemmed | Reduced CCR2 Can Improve the Prognosis of Sarcoma by Remodeling the Tumor Microenvironment |
title_short | Reduced CCR2 Can Improve the Prognosis of Sarcoma by Remodeling the Tumor Microenvironment |
title_sort | reduced ccr2 can improve the prognosis of sarcoma by remodeling the tumor microenvironment |
topic | Original Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8932926/ https://www.ncbi.nlm.nih.gov/pubmed/35308572 http://dx.doi.org/10.2147/IJGM.S349295 |
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