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Cancer‐associated fibroblast expression of glutamine fructose‐6‐phosphate aminotransferase 2 (GFPT2) is a prognostic marker in gastric cancer

Glutamine fructose‐6‐phosphate aminotransferase 2 (GFPT2) is a rate‐limiting enzyme in hexosamine biosynthesis involved in the occurrence and progress of many cancers. What role it plays in gastric cancer (GC) is still unclear. In this study, transcriptome sequencing data from the Harbin Medical Uni...

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Autores principales: Yang, Shuo, Li, Guoli, Yin, Xin, Wang, Yufei, Jiang, Xinju, Bian, Xiulan, Fang, Tianyi, Yin, Shengjie, Zhang, Lei, Xue, Yingwei
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley & Sons, Inc. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10397376/
https://www.ncbi.nlm.nih.gov/pubmed/37395335
http://dx.doi.org/10.1002/cjp2.333
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author Yang, Shuo
Li, Guoli
Yin, Xin
Wang, Yufei
Jiang, Xinju
Bian, Xiulan
Fang, Tianyi
Yin, Shengjie
Zhang, Lei
Xue, Yingwei
author_facet Yang, Shuo
Li, Guoli
Yin, Xin
Wang, Yufei
Jiang, Xinju
Bian, Xiulan
Fang, Tianyi
Yin, Shengjie
Zhang, Lei
Xue, Yingwei
author_sort Yang, Shuo
collection PubMed
description Glutamine fructose‐6‐phosphate aminotransferase 2 (GFPT2) is a rate‐limiting enzyme in hexosamine biosynthesis involved in the occurrence and progress of many cancers. What role it plays in gastric cancer (GC) is still unclear. In this study, transcriptome sequencing data from the Harbin Medical University (HMU)‐GC cohort and The Cancer Genome Atlas (TCGA) dataset were combined with the HMU‐TCGA training cohort to analyze the biological function and clinical significance of GFPT2. The correlation of GFPT2 with immune cells and stromal cells was analyzed in the GC immune microenvironment through transcriptome sequencing data and a public single‐cell sequencing database. In cell lines, GC tissues, and the tissue microarray, GFPT2 protein expression was confirmed by western blotting and immunohistochemistry. The mRNA of GFPT2 was highly expressed in the tumor (p < 0.001), and GC cells and tumors expressed high levels of GFPT2 protein. Compared to low expression, high GFPT2 mRNA expression was associated with higher levels of tumor invasion, higher pathological stages, and poor prognosis (p = 0.02) in GC patients. In a drug susceptibility analysis, GFPT2 mRNA expression was associated with multiple chemotherapeutic drug sensitivity, including docetaxel, paclitaxel, and cisplatin. Gene enrichment analysis found that GFPT2 was mainly primarily involved in the extracellular matrix receptor interaction pathway. The ESTIMATE, CIBERSORT, and ssGSEA algorithms showed that GFPT2 was associated with immune cell infiltration. In addition, GFPT2 was more likely to be expressed within cancer‐associated fibroblasts (CAFs), and high levels of GFPT2 expression were highly correlated with four CAFs scores (all p < 0.05). Finally, a prognostic model to assess the risk of death in GC patients was constructed based on GFPT2 protein expression and lymph node metastasis rate. In conclusion, GFPT2 plays an essential role in the function of CAFs in GC. It can be used as a biomarker to assess GC prognosis and immune infiltration.
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spelling pubmed-103973762023-08-04 Cancer‐associated fibroblast expression of glutamine fructose‐6‐phosphate aminotransferase 2 (GFPT2) is a prognostic marker in gastric cancer Yang, Shuo Li, Guoli Yin, Xin Wang, Yufei Jiang, Xinju Bian, Xiulan Fang, Tianyi Yin, Shengjie Zhang, Lei Xue, Yingwei J Pathol Clin Res Original Articles Glutamine fructose‐6‐phosphate aminotransferase 2 (GFPT2) is a rate‐limiting enzyme in hexosamine biosynthesis involved in the occurrence and progress of many cancers. What role it plays in gastric cancer (GC) is still unclear. In this study, transcriptome sequencing data from the Harbin Medical University (HMU)‐GC cohort and The Cancer Genome Atlas (TCGA) dataset were combined with the HMU‐TCGA training cohort to analyze the biological function and clinical significance of GFPT2. The correlation of GFPT2 with immune cells and stromal cells was analyzed in the GC immune microenvironment through transcriptome sequencing data and a public single‐cell sequencing database. In cell lines, GC tissues, and the tissue microarray, GFPT2 protein expression was confirmed by western blotting and immunohistochemistry. The mRNA of GFPT2 was highly expressed in the tumor (p < 0.001), and GC cells and tumors expressed high levels of GFPT2 protein. Compared to low expression, high GFPT2 mRNA expression was associated with higher levels of tumor invasion, higher pathological stages, and poor prognosis (p = 0.02) in GC patients. In a drug susceptibility analysis, GFPT2 mRNA expression was associated with multiple chemotherapeutic drug sensitivity, including docetaxel, paclitaxel, and cisplatin. Gene enrichment analysis found that GFPT2 was mainly primarily involved in the extracellular matrix receptor interaction pathway. The ESTIMATE, CIBERSORT, and ssGSEA algorithms showed that GFPT2 was associated with immune cell infiltration. In addition, GFPT2 was more likely to be expressed within cancer‐associated fibroblasts (CAFs), and high levels of GFPT2 expression were highly correlated with four CAFs scores (all p < 0.05). Finally, a prognostic model to assess the risk of death in GC patients was constructed based on GFPT2 protein expression and lymph node metastasis rate. In conclusion, GFPT2 plays an essential role in the function of CAFs in GC. It can be used as a biomarker to assess GC prognosis and immune infiltration. John Wiley & Sons, Inc. 2023-07-03 /pmc/articles/PMC10397376/ /pubmed/37395335 http://dx.doi.org/10.1002/cjp2.333 Text en © 2023 The Authors. The Journal of Pathology: Clinical Research published by The Pathological Society of Great Britain and Ireland and John Wiley & Sons Ltd. https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by-nc-nd/4.0/ (https://creativecommons.org/licenses/by-nc-nd/4.0/) License, which permits use and distribution in any medium, provided the original work is properly cited, the use is non‐commercial and no modifications or adaptations are made.
spellingShingle Original Articles
Yang, Shuo
Li, Guoli
Yin, Xin
Wang, Yufei
Jiang, Xinju
Bian, Xiulan
Fang, Tianyi
Yin, Shengjie
Zhang, Lei
Xue, Yingwei
Cancer‐associated fibroblast expression of glutamine fructose‐6‐phosphate aminotransferase 2 (GFPT2) is a prognostic marker in gastric cancer
title Cancer‐associated fibroblast expression of glutamine fructose‐6‐phosphate aminotransferase 2 (GFPT2) is a prognostic marker in gastric cancer
title_full Cancer‐associated fibroblast expression of glutamine fructose‐6‐phosphate aminotransferase 2 (GFPT2) is a prognostic marker in gastric cancer
title_fullStr Cancer‐associated fibroblast expression of glutamine fructose‐6‐phosphate aminotransferase 2 (GFPT2) is a prognostic marker in gastric cancer
title_full_unstemmed Cancer‐associated fibroblast expression of glutamine fructose‐6‐phosphate aminotransferase 2 (GFPT2) is a prognostic marker in gastric cancer
title_short Cancer‐associated fibroblast expression of glutamine fructose‐6‐phosphate aminotransferase 2 (GFPT2) is a prognostic marker in gastric cancer
title_sort cancer‐associated fibroblast expression of glutamine fructose‐6‐phosphate aminotransferase 2 (gfpt2) is a prognostic marker in gastric cancer
topic Original Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10397376/
https://www.ncbi.nlm.nih.gov/pubmed/37395335
http://dx.doi.org/10.1002/cjp2.333
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