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Prognostic and Predictive Value of BGN in Colon Cancer Outcomes and Response to Immunotherapy
BACKGROUND: Colon cancer is one of the most frequent malignancies and causes high mortality worldwide. Exploring the tumor-immune interactions in the tumor microenvironment and identifying new prognostic and therapeutic biomarkers will assist in decoding the novel mechanism of tumor immunotherapy. B...
Autores principales: | , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8790701/ https://www.ncbi.nlm.nih.gov/pubmed/35096572 http://dx.doi.org/10.3389/fonc.2021.761030 |
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author | He, Zi-Xuan Zhao, Sheng-Bing Fang, Xue E, Ji-Fu Fu, Hong-Yu Song, Yi-Hang Wu, Jia-Yi Pan, Peng Gu, Lun Xia, Tian Liu, Yi-Long Li, Zhao-Shen Wang, Shu-Ling Bai, Yu |
author_facet | He, Zi-Xuan Zhao, Sheng-Bing Fang, Xue E, Ji-Fu Fu, Hong-Yu Song, Yi-Hang Wu, Jia-Yi Pan, Peng Gu, Lun Xia, Tian Liu, Yi-Long Li, Zhao-Shen Wang, Shu-Ling Bai, Yu |
author_sort | He, Zi-Xuan |
collection | PubMed |
description | BACKGROUND: Colon cancer is one of the most frequent malignancies and causes high mortality worldwide. Exploring the tumor-immune interactions in the tumor microenvironment and identifying new prognostic and therapeutic biomarkers will assist in decoding the novel mechanism of tumor immunotherapy. BGN is a typical extracellular matrix protein that was previously validated as a signaling molecule regulating multiple processes of tumorigenesis. However, its role in tumor immunity requires further investigation. METHODS: The differentially expressed genes in three GEO datasets were analyzed, and BGN was identified as the target gene by intersection analysis of PPIs. The relevance between clinical outcomes and BGN expression levels was evaluated using data from the GEO database, TCGA and tissue microarray of colon cancer samples. Univariable and multivariable Cox regression models were conducted for identifying the risk factors correlated with clinical prognosis of colon cancer patients. Next, the association between BGN expression levels and the infiltration of immune cells as well as the process of the immune response was analyzed. Finally, we predicted the immunotherapeutic response rates in the subgroups of low and high BGN expression by TIS score, ImmuCellAI and TIDE algorithms. RESULTS: BGN expression demonstrated a statistically significant upregulation in colon cancer tissues than in normal tissues. Elevated BGN was associated with shorter overall survival as well as unfavorable clinicopathological features, including tumor size, serosa invasion and length of hospitalization. Mechanistically, pathway enrichment and functional analysis demonstrated that BGN was positively correlated with immune and stromal scores in the TME and primarily involved in the regulation of immune response. Further investigation revealed that BGN was strongly expressed in the immunosuppressive phenotype and tightly associated with the infiltration of multiple immune cells in colon cancer, especially M2 macrophages and induced Tregs. Finally, we demonstrated that high BGN expression presented a better immunotherapeutic response in colon cancer patients. CONCLUSION: BGN is an encouraging predictor of diagnosis, prognosis and immunotherapeutic response in patients with colon cancer. Assessment of BGN expression represents a novel approach with great promise for identifying patients who may potentially benefit from immunotherapy. |
format | Online Article Text |
id | pubmed-8790701 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-87907012022-01-27 Prognostic and Predictive Value of BGN in Colon Cancer Outcomes and Response to Immunotherapy He, Zi-Xuan Zhao, Sheng-Bing Fang, Xue E, Ji-Fu Fu, Hong-Yu Song, Yi-Hang Wu, Jia-Yi Pan, Peng Gu, Lun Xia, Tian Liu, Yi-Long Li, Zhao-Shen Wang, Shu-Ling Bai, Yu Front Oncol Oncology BACKGROUND: Colon cancer is one of the most frequent malignancies and causes high mortality worldwide. Exploring the tumor-immune interactions in the tumor microenvironment and identifying new prognostic and therapeutic biomarkers will assist in decoding the novel mechanism of tumor immunotherapy. BGN is a typical extracellular matrix protein that was previously validated as a signaling molecule regulating multiple processes of tumorigenesis. However, its role in tumor immunity requires further investigation. METHODS: The differentially expressed genes in three GEO datasets were analyzed, and BGN was identified as the target gene by intersection analysis of PPIs. The relevance between clinical outcomes and BGN expression levels was evaluated using data from the GEO database, TCGA and tissue microarray of colon cancer samples. Univariable and multivariable Cox regression models were conducted for identifying the risk factors correlated with clinical prognosis of colon cancer patients. Next, the association between BGN expression levels and the infiltration of immune cells as well as the process of the immune response was analyzed. Finally, we predicted the immunotherapeutic response rates in the subgroups of low and high BGN expression by TIS score, ImmuCellAI and TIDE algorithms. RESULTS: BGN expression demonstrated a statistically significant upregulation in colon cancer tissues than in normal tissues. Elevated BGN was associated with shorter overall survival as well as unfavorable clinicopathological features, including tumor size, serosa invasion and length of hospitalization. Mechanistically, pathway enrichment and functional analysis demonstrated that BGN was positively correlated with immune and stromal scores in the TME and primarily involved in the regulation of immune response. Further investigation revealed that BGN was strongly expressed in the immunosuppressive phenotype and tightly associated with the infiltration of multiple immune cells in colon cancer, especially M2 macrophages and induced Tregs. Finally, we demonstrated that high BGN expression presented a better immunotherapeutic response in colon cancer patients. CONCLUSION: BGN is an encouraging predictor of diagnosis, prognosis and immunotherapeutic response in patients with colon cancer. Assessment of BGN expression represents a novel approach with great promise for identifying patients who may potentially benefit from immunotherapy. Frontiers Media S.A. 2022-01-11 /pmc/articles/PMC8790701/ /pubmed/35096572 http://dx.doi.org/10.3389/fonc.2021.761030 Text en Copyright © 2022 He, Zhao, Fang, E, Fu, Song, Wu, Pan, Gu, Xia, Liu, Li, Wang and Bai https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Oncology He, Zi-Xuan Zhao, Sheng-Bing Fang, Xue E, Ji-Fu Fu, Hong-Yu Song, Yi-Hang Wu, Jia-Yi Pan, Peng Gu, Lun Xia, Tian Liu, Yi-Long Li, Zhao-Shen Wang, Shu-Ling Bai, Yu Prognostic and Predictive Value of BGN in Colon Cancer Outcomes and Response to Immunotherapy |
title | Prognostic and Predictive Value of BGN in Colon Cancer Outcomes and Response to Immunotherapy |
title_full | Prognostic and Predictive Value of BGN in Colon Cancer Outcomes and Response to Immunotherapy |
title_fullStr | Prognostic and Predictive Value of BGN in Colon Cancer Outcomes and Response to Immunotherapy |
title_full_unstemmed | Prognostic and Predictive Value of BGN in Colon Cancer Outcomes and Response to Immunotherapy |
title_short | Prognostic and Predictive Value of BGN in Colon Cancer Outcomes and Response to Immunotherapy |
title_sort | prognostic and predictive value of bgn in colon cancer outcomes and response to immunotherapy |
topic | Oncology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8790701/ https://www.ncbi.nlm.nih.gov/pubmed/35096572 http://dx.doi.org/10.3389/fonc.2021.761030 |
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