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Identification of immune-related cells and genes in the breast invasive carcinoma microenvironment
The clinical prognosis of breast cancer is closely related to its infiltrating immune status. The study sought to explore tumor-infiltrating immune cells (TILs) and immune-associated genes in the tumor microenvironment of breast invasive carcinoma (BRCA). The ESTIMATE algorithm was used to evaluate...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Impact Journals
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8876920/ https://www.ncbi.nlm.nih.gov/pubmed/35120331 http://dx.doi.org/10.18632/aging.203879 |
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author | Chen, Xingfeng Wang, Yujing Li, Yue Liu, Geli Liao, Kui Song, Fangzhou |
author_facet | Chen, Xingfeng Wang, Yujing Li, Yue Liu, Geli Liao, Kui Song, Fangzhou |
author_sort | Chen, Xingfeng |
collection | PubMed |
description | The clinical prognosis of breast cancer is closely related to its infiltrating immune status. The study sought to explore tumor-infiltrating immune cells (TILs) and immune-associated genes in the tumor microenvironment of breast invasive carcinoma (BRCA). The ESTIMATE algorithm was used to evaluate the microenvironment of breast cancer patients in TCGA database. The tumor's matrix score and immune score were obtained. The median was divided into two sub groups according to the median of the score, and the correlation between the score and prognosis was also discussed. Differentially expressed genes were screened from two subgroups with high and low score of breast cancer, and the differentially expressed genes were analyzed by GO and KEGG enrichment to explore their possible molecular functions, biological processes, cellular components and signal pathways involved in gene enrichment. It was found that there was a significant correlation between immune score and five-year survival rate, and the high score group had a better prognosis. Macrophage M1 and T cell CD8+ cells were positively related to 5-year overall survival in patients with breast invasive carcinoma. However, Macrophage M2 was negatively related to 5-year overall survival. We also observed that the low expression of four genes (CLEC3A, MCTS1, PDP1 and TCP1,) was related to favorable survival outcomes. High expression of FOXP3, CXCL9, CCR5, CXCR3, and CD37 was related to a high overall survival rate in BRCA. We identified a list of immune – related cells and genes that are useful for Prognostic evaluation and individualized treatment of BRCA. |
format | Online Article Text |
id | pubmed-8876920 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Impact Journals |
record_format | MEDLINE/PubMed |
spelling | pubmed-88769202022-03-01 Identification of immune-related cells and genes in the breast invasive carcinoma microenvironment Chen, Xingfeng Wang, Yujing Li, Yue Liu, Geli Liao, Kui Song, Fangzhou Aging (Albany NY) Research Paper The clinical prognosis of breast cancer is closely related to its infiltrating immune status. The study sought to explore tumor-infiltrating immune cells (TILs) and immune-associated genes in the tumor microenvironment of breast invasive carcinoma (BRCA). The ESTIMATE algorithm was used to evaluate the microenvironment of breast cancer patients in TCGA database. The tumor's matrix score and immune score were obtained. The median was divided into two sub groups according to the median of the score, and the correlation between the score and prognosis was also discussed. Differentially expressed genes were screened from two subgroups with high and low score of breast cancer, and the differentially expressed genes were analyzed by GO and KEGG enrichment to explore their possible molecular functions, biological processes, cellular components and signal pathways involved in gene enrichment. It was found that there was a significant correlation between immune score and five-year survival rate, and the high score group had a better prognosis. Macrophage M1 and T cell CD8+ cells were positively related to 5-year overall survival in patients with breast invasive carcinoma. However, Macrophage M2 was negatively related to 5-year overall survival. We also observed that the low expression of four genes (CLEC3A, MCTS1, PDP1 and TCP1,) was related to favorable survival outcomes. High expression of FOXP3, CXCL9, CCR5, CXCR3, and CD37 was related to a high overall survival rate in BRCA. We identified a list of immune – related cells and genes that are useful for Prognostic evaluation and individualized treatment of BRCA. Impact Journals 2022-02-04 /pmc/articles/PMC8876920/ /pubmed/35120331 http://dx.doi.org/10.18632/aging.203879 Text en Copyright: © 2022 Chen et al. https://creativecommons.org/licenses/by/3.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/3.0/) (CC BY 3.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Paper Chen, Xingfeng Wang, Yujing Li, Yue Liu, Geli Liao, Kui Song, Fangzhou Identification of immune-related cells and genes in the breast invasive carcinoma microenvironment |
title | Identification of immune-related cells and genes in the breast invasive carcinoma microenvironment |
title_full | Identification of immune-related cells and genes in the breast invasive carcinoma microenvironment |
title_fullStr | Identification of immune-related cells and genes in the breast invasive carcinoma microenvironment |
title_full_unstemmed | Identification of immune-related cells and genes in the breast invasive carcinoma microenvironment |
title_short | Identification of immune-related cells and genes in the breast invasive carcinoma microenvironment |
title_sort | identification of immune-related cells and genes in the breast invasive carcinoma microenvironment |
topic | Research Paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8876920/ https://www.ncbi.nlm.nih.gov/pubmed/35120331 http://dx.doi.org/10.18632/aging.203879 |
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