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Roles of GFPT2 Expression Levels on the Prognosis and Tumor Microenvironment of Colon Cancer
BACKGROUND: Recently, increasing evidence has suggested that Glutamine-fructose-6-phosphate transaminase 2 (GFPT2) is related to carcinogenesis. However, the potential roles of GFPT2 in colon cancer still need to be fully investigated. METHODS: We examined the protein levels of GFPT2 by immunohistoc...
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/PMC8940194/ https://www.ncbi.nlm.nih.gov/pubmed/35330716 http://dx.doi.org/10.3389/fonc.2022.811559 |
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author | Ding, Xiaorong Liu, Hua Yuan, Ying Zhong, Qin Zhong, Xiaomin |
author_facet | Ding, Xiaorong Liu, Hua Yuan, Ying Zhong, Qin Zhong, Xiaomin |
author_sort | Ding, Xiaorong |
collection | PubMed |
description | BACKGROUND: Recently, increasing evidence has suggested that Glutamine-fructose-6-phosphate transaminase 2 (GFPT2) is related to carcinogenesis. However, the potential roles of GFPT2 in colon cancer still need to be fully investigated. METHODS: We examined the protein levels of GFPT2 by immunohistochemistry (IHC) in tissues collected from 83 patients with colon cancer. We further detected GFBPT2 protein levels by Western Blot assay. We checked the relationship between GFPT2 expression levels and overall survival (OS), stromal and immune scores and immune components from The Cancer Gene Atlas (TCGA) database. GFBP2-related pathways were validated in the Cancer Cell Line Encyclopedia (CCLE) database. Expression of GFPT2 in single cell subpopulations was calculated from The Tumor Immune Single Cell Center (TISCH). The levels of GFPT2 and drug sensitivity data were performed from CellMiner dataset. RESULTS: GFPT2 was highly expressed and correlated with poor pathological features in 83 colon cancer patients. Moreover, increased GFPT2 expression was significantly associated with poorer OS in 329 colon adenocarcinoma (COAD) patients. Gene ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) analysis showed the differentially expressed genes of GFPT2 were mostly enriched in focal adhesion, ECM receptor interaction, JAK/STAT signaling pathway and immune related pathways. In addition, GFPT2 expression was correlated with the tumor microenvironment (TME). GFPT2 expression was linked to cancer-associated fibroblasts (CAFs)-associated factors and epithelial-mesenchymal transition (EMT)-related factors. GFPT2 was positively correlated with immunosuppressive cells and regulated immunosuppressive factors and T-cell exhaustion. Finally, our data suggested that the expression of GFPT2 may be a judgment of the sensitivity of a certain class of drugs. CONCLUSIONS: Our work reveals the roles of GFPT2 in tumorigenesis, particularly in immune response, TME and drug resistance, which are crucial for the development of customized cancer therapies. |
format | Online Article Text |
id | pubmed-8940194 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-89401942022-03-23 Roles of GFPT2 Expression Levels on the Prognosis and Tumor Microenvironment of Colon Cancer Ding, Xiaorong Liu, Hua Yuan, Ying Zhong, Qin Zhong, Xiaomin Front Oncol Oncology BACKGROUND: Recently, increasing evidence has suggested that Glutamine-fructose-6-phosphate transaminase 2 (GFPT2) is related to carcinogenesis. However, the potential roles of GFPT2 in colon cancer still need to be fully investigated. METHODS: We examined the protein levels of GFPT2 by immunohistochemistry (IHC) in tissues collected from 83 patients with colon cancer. We further detected GFBPT2 protein levels by Western Blot assay. We checked the relationship between GFPT2 expression levels and overall survival (OS), stromal and immune scores and immune components from The Cancer Gene Atlas (TCGA) database. GFBP2-related pathways were validated in the Cancer Cell Line Encyclopedia (CCLE) database. Expression of GFPT2 in single cell subpopulations was calculated from The Tumor Immune Single Cell Center (TISCH). The levels of GFPT2 and drug sensitivity data were performed from CellMiner dataset. RESULTS: GFPT2 was highly expressed and correlated with poor pathological features in 83 colon cancer patients. Moreover, increased GFPT2 expression was significantly associated with poorer OS in 329 colon adenocarcinoma (COAD) patients. Gene ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) analysis showed the differentially expressed genes of GFPT2 were mostly enriched in focal adhesion, ECM receptor interaction, JAK/STAT signaling pathway and immune related pathways. In addition, GFPT2 expression was correlated with the tumor microenvironment (TME). GFPT2 expression was linked to cancer-associated fibroblasts (CAFs)-associated factors and epithelial-mesenchymal transition (EMT)-related factors. GFPT2 was positively correlated with immunosuppressive cells and regulated immunosuppressive factors and T-cell exhaustion. Finally, our data suggested that the expression of GFPT2 may be a judgment of the sensitivity of a certain class of drugs. CONCLUSIONS: Our work reveals the roles of GFPT2 in tumorigenesis, particularly in immune response, TME and drug resistance, which are crucial for the development of customized cancer therapies. Frontiers Media S.A. 2022-03-07 /pmc/articles/PMC8940194/ /pubmed/35330716 http://dx.doi.org/10.3389/fonc.2022.811559 Text en Copyright © 2022 Ding, Liu, Yuan, Zhong and Zhong 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 Ding, Xiaorong Liu, Hua Yuan, Ying Zhong, Qin Zhong, Xiaomin Roles of GFPT2 Expression Levels on the Prognosis and Tumor Microenvironment of Colon Cancer |
title | Roles of GFPT2 Expression Levels on the Prognosis and Tumor Microenvironment of Colon Cancer |
title_full | Roles of GFPT2 Expression Levels on the Prognosis and Tumor Microenvironment of Colon Cancer |
title_fullStr | Roles of GFPT2 Expression Levels on the Prognosis and Tumor Microenvironment of Colon Cancer |
title_full_unstemmed | Roles of GFPT2 Expression Levels on the Prognosis and Tumor Microenvironment of Colon Cancer |
title_short | Roles of GFPT2 Expression Levels on the Prognosis and Tumor Microenvironment of Colon Cancer |
title_sort | roles of gfpt2 expression levels on the prognosis and tumor microenvironment of colon cancer |
topic | Oncology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8940194/ https://www.ncbi.nlm.nih.gov/pubmed/35330716 http://dx.doi.org/10.3389/fonc.2022.811559 |
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