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Prognosis of Tumor Microenvironment in Luminal B-Type Breast Cancer

OBJECTIVE: Tumor microenvironment as an important element of malignancy could help predict cancer prognosis and therapeutic response; thus, a prognostic landscape map of the tumor microenvironment in luminal B breast cancers should be developed. METHODS: The GEO and TCGA databases were employed to r...

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Autores principales: Lv, Ji, Ren, Jia, Zheng, Jie, Zhang, Fuliang, Han, Meng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8886761/
https://www.ncbi.nlm.nih.gov/pubmed/35242245
http://dx.doi.org/10.1155/2022/5621441
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author Lv, Ji
Ren, Jia
Zheng, Jie
Zhang, Fuliang
Han, Meng
author_facet Lv, Ji
Ren, Jia
Zheng, Jie
Zhang, Fuliang
Han, Meng
author_sort Lv, Ji
collection PubMed
description OBJECTIVE: Tumor microenvironment as an important element of malignancy could help predict cancer prognosis and therapeutic response; thus, a prognostic landscape map of the tumor microenvironment in luminal B breast cancers should be developed. METHODS: The GEO and TCGA databases were employed to retrieve clinical follow-up data and expression profiles of luminal B breast cancer. CIBERSORT was applied to assess the infiltration of the tumor microenvironment of 209 patients and to construct tumor microenvironment-based subtypes of luminal B breast cancer. We also conducted Cox multivariate regression analysis to select features that could be used to develop a microenvironment signature for cancer. Samples were categorized as having low and high TME scores according to the median TME score. The correlations of prognosis and TME score, expression levels of immune factors and genomic variation, and clinical features were further investigated. RESULTS: We found that high TME scores were correlated with poor prognosis. The current findings showed that the expressions of multiple immune-related genes, including CXCL9, CXCL10, GZMB, and PDCD1LG2, were upregulated in cancer with high TME scores. The high-risk group showed lower TP53 gene mutation frequency as opposed to that of the low-risk group. For the purpose of developing a TME scoring system, the TME infiltration levels of 209 patients with luminal B breast cancer from TCGA were comprehensively analyzed. CONCLUSIONS: Our analysis revealed that the TME score was an indicator of patients' response to immune checkpoint modulators and an effective prognostic biomarker. TME scoring improves current immunotherapy on luminal B breast cancer.
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spelling pubmed-88867612022-03-02 Prognosis of Tumor Microenvironment in Luminal B-Type Breast Cancer Lv, Ji Ren, Jia Zheng, Jie Zhang, Fuliang Han, Meng Dis Markers Research Article OBJECTIVE: Tumor microenvironment as an important element of malignancy could help predict cancer prognosis and therapeutic response; thus, a prognostic landscape map of the tumor microenvironment in luminal B breast cancers should be developed. METHODS: The GEO and TCGA databases were employed to retrieve clinical follow-up data and expression profiles of luminal B breast cancer. CIBERSORT was applied to assess the infiltration of the tumor microenvironment of 209 patients and to construct tumor microenvironment-based subtypes of luminal B breast cancer. We also conducted Cox multivariate regression analysis to select features that could be used to develop a microenvironment signature for cancer. Samples were categorized as having low and high TME scores according to the median TME score. The correlations of prognosis and TME score, expression levels of immune factors and genomic variation, and clinical features were further investigated. RESULTS: We found that high TME scores were correlated with poor prognosis. The current findings showed that the expressions of multiple immune-related genes, including CXCL9, CXCL10, GZMB, and PDCD1LG2, were upregulated in cancer with high TME scores. The high-risk group showed lower TP53 gene mutation frequency as opposed to that of the low-risk group. For the purpose of developing a TME scoring system, the TME infiltration levels of 209 patients with luminal B breast cancer from TCGA were comprehensively analyzed. CONCLUSIONS: Our analysis revealed that the TME score was an indicator of patients' response to immune checkpoint modulators and an effective prognostic biomarker. TME scoring improves current immunotherapy on luminal B breast cancer. Hindawi 2022-02-10 /pmc/articles/PMC8886761/ /pubmed/35242245 http://dx.doi.org/10.1155/2022/5621441 Text en Copyright © 2022 Ji Lv et al. https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Lv, Ji
Ren, Jia
Zheng, Jie
Zhang, Fuliang
Han, Meng
Prognosis of Tumor Microenvironment in Luminal B-Type Breast Cancer
title Prognosis of Tumor Microenvironment in Luminal B-Type Breast Cancer
title_full Prognosis of Tumor Microenvironment in Luminal B-Type Breast Cancer
title_fullStr Prognosis of Tumor Microenvironment in Luminal B-Type Breast Cancer
title_full_unstemmed Prognosis of Tumor Microenvironment in Luminal B-Type Breast Cancer
title_short Prognosis of Tumor Microenvironment in Luminal B-Type Breast Cancer
title_sort prognosis of tumor microenvironment in luminal b-type breast cancer
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8886761/
https://www.ncbi.nlm.nih.gov/pubmed/35242245
http://dx.doi.org/10.1155/2022/5621441
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