Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: 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
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
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
_version_ 1784640075063099392
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
work_keys_str_mv AT hezixuan prognosticandpredictivevalueofbgnincoloncanceroutcomesandresponsetoimmunotherapy
AT zhaoshengbing prognosticandpredictivevalueofbgnincoloncanceroutcomesandresponsetoimmunotherapy
AT fangxue prognosticandpredictivevalueofbgnincoloncanceroutcomesandresponsetoimmunotherapy
AT ejifu prognosticandpredictivevalueofbgnincoloncanceroutcomesandresponsetoimmunotherapy
AT fuhongyu prognosticandpredictivevalueofbgnincoloncanceroutcomesandresponsetoimmunotherapy
AT songyihang prognosticandpredictivevalueofbgnincoloncanceroutcomesandresponsetoimmunotherapy
AT wujiayi prognosticandpredictivevalueofbgnincoloncanceroutcomesandresponsetoimmunotherapy
AT panpeng prognosticandpredictivevalueofbgnincoloncanceroutcomesandresponsetoimmunotherapy
AT gulun prognosticandpredictivevalueofbgnincoloncanceroutcomesandresponsetoimmunotherapy
AT xiatian prognosticandpredictivevalueofbgnincoloncanceroutcomesandresponsetoimmunotherapy
AT liuyilong prognosticandpredictivevalueofbgnincoloncanceroutcomesandresponsetoimmunotherapy
AT lizhaoshen prognosticandpredictivevalueofbgnincoloncanceroutcomesandresponsetoimmunotherapy
AT wangshuling prognosticandpredictivevalueofbgnincoloncanceroutcomesandresponsetoimmunotherapy
AT baiyu prognosticandpredictivevalueofbgnincoloncanceroutcomesandresponsetoimmunotherapy