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Immune Infiltration, Cancer Stemness, and Targeted Therapy in Gastrointestinal Stromal Tumor
OBJECTIVE: To investigate the characteristics of the tumor immune microenvironment in patients with gastrointestinal stromal tumor (GIST) and identify cancer stem-like properties of GIST to screen potential druggable molecular targets. METHODS: The gene expression data of 60 patients with GIST was r...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Frontiers Media S.A.
2021
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8678045/ https://www.ncbi.nlm.nih.gov/pubmed/34925310 http://dx.doi.org/10.3389/fimmu.2021.691713 |
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author | Wang, Jingjing Ren, Hui Wu, Wenhui Zeng, Qianlin Chen, Jingyao Han, Juanjuan Lin, Minquan Zhang, Changhua He, Yulong Li, Mingzhe |
author_facet | Wang, Jingjing Ren, Hui Wu, Wenhui Zeng, Qianlin Chen, Jingyao Han, Juanjuan Lin, Minquan Zhang, Changhua He, Yulong Li, Mingzhe |
author_sort | Wang, Jingjing |
collection | PubMed |
description | OBJECTIVE: To investigate the characteristics of the tumor immune microenvironment in patients with gastrointestinal stromal tumor (GIST) and identify cancer stem-like properties of GIST to screen potential druggable molecular targets. METHODS: The gene expression data of 60 patients with GIST was retrieved from the Array Express database. CIBERSORT was applied to calculate the level of immune infiltration. ssGSEA and ESTIMATE were used to calculate the cancer stemness index and tissue purity. The Connectivity Map (CMAP) database was implemented to screen targeted drugs based on cancer stem-like properties of GIST. RESULT: There was a difference in the level of immune infiltration between the metastasis and non-metastasis GIST groups. The low level of T-cell infiltration was correlated with high tumor purity and tumor stemness index, and the correlation coefficients were -0.87 and -0.61 (p < 0.001), respectively. Furthermore, there was a positive correlation between cancer stemness index and cell purity (p < 0.001). The cancer stemness index in the metastasis group was higher than that in the non-metastasis group (p = 0.0017). After adjusting for tumor purity, there was no significant correlation between T-cell infiltration and cancer stemness index (p = 0.086). Through the pharmacological mechanism of topoisomerase inhibitors, six molecular complexes may be the targets of GIST treatment. CONCLUSION: Immune infiltration in GIST patients is related to cancer stem-like properties, and the correlation relies on tumor purity. Cancer stemness index can be used as a new predictive biomarker of tumor metastasis and targets of drug therapy for GIST patients. |
format | Online Article Text |
id | pubmed-8678045 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-86780452021-12-18 Immune Infiltration, Cancer Stemness, and Targeted Therapy in Gastrointestinal Stromal Tumor Wang, Jingjing Ren, Hui Wu, Wenhui Zeng, Qianlin Chen, Jingyao Han, Juanjuan Lin, Minquan Zhang, Changhua He, Yulong Li, Mingzhe Front Immunol Immunology OBJECTIVE: To investigate the characteristics of the tumor immune microenvironment in patients with gastrointestinal stromal tumor (GIST) and identify cancer stem-like properties of GIST to screen potential druggable molecular targets. METHODS: The gene expression data of 60 patients with GIST was retrieved from the Array Express database. CIBERSORT was applied to calculate the level of immune infiltration. ssGSEA and ESTIMATE were used to calculate the cancer stemness index and tissue purity. The Connectivity Map (CMAP) database was implemented to screen targeted drugs based on cancer stem-like properties of GIST. RESULT: There was a difference in the level of immune infiltration between the metastasis and non-metastasis GIST groups. The low level of T-cell infiltration was correlated with high tumor purity and tumor stemness index, and the correlation coefficients were -0.87 and -0.61 (p < 0.001), respectively. Furthermore, there was a positive correlation between cancer stemness index and cell purity (p < 0.001). The cancer stemness index in the metastasis group was higher than that in the non-metastasis group (p = 0.0017). After adjusting for tumor purity, there was no significant correlation between T-cell infiltration and cancer stemness index (p = 0.086). Through the pharmacological mechanism of topoisomerase inhibitors, six molecular complexes may be the targets of GIST treatment. CONCLUSION: Immune infiltration in GIST patients is related to cancer stem-like properties, and the correlation relies on tumor purity. Cancer stemness index can be used as a new predictive biomarker of tumor metastasis and targets of drug therapy for GIST patients. Frontiers Media S.A. 2021-12-03 /pmc/articles/PMC8678045/ /pubmed/34925310 http://dx.doi.org/10.3389/fimmu.2021.691713 Text en Copyright © 2021 Wang, Ren, Wu, Zeng, Chen, Han, Lin, Zhang, He and Li 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 | Immunology Wang, Jingjing Ren, Hui Wu, Wenhui Zeng, Qianlin Chen, Jingyao Han, Juanjuan Lin, Minquan Zhang, Changhua He, Yulong Li, Mingzhe Immune Infiltration, Cancer Stemness, and Targeted Therapy in Gastrointestinal Stromal Tumor |
title | Immune Infiltration, Cancer Stemness, and Targeted Therapy in Gastrointestinal Stromal Tumor |
title_full | Immune Infiltration, Cancer Stemness, and Targeted Therapy in Gastrointestinal Stromal Tumor |
title_fullStr | Immune Infiltration, Cancer Stemness, and Targeted Therapy in Gastrointestinal Stromal Tumor |
title_full_unstemmed | Immune Infiltration, Cancer Stemness, and Targeted Therapy in Gastrointestinal Stromal Tumor |
title_short | Immune Infiltration, Cancer Stemness, and Targeted Therapy in Gastrointestinal Stromal Tumor |
title_sort | immune infiltration, cancer stemness, and targeted therapy in gastrointestinal stromal tumor |
topic | Immunology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8678045/ https://www.ncbi.nlm.nih.gov/pubmed/34925310 http://dx.doi.org/10.3389/fimmu.2021.691713 |
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