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Integrated analysis based on vesicle trafficking‐related genes identifying CNIH4 as a novel therapeutic target for glioma
BACKGROUND: Vesicle trafficking is a highly important process in numerous human diseases, especially in the central nervous system dysfunctions. However, as a key component of vesicle trafficking‐related genes (VRGs), Cornichon family AMPA receptor auxiliary protein 4 (CNIH4) has not been systematic...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10278472/ https://www.ncbi.nlm.nih.gov/pubmed/37062068 http://dx.doi.org/10.1002/cam4.5947 |
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author | Fang, Zhen Kong, Fangen Zeng, Jia Zhang, Zichen Wang, Yunzhi Wang, Yiping Duan, Jiajia Chen, Lei Wang, Jikai Liu, Fei |
author_facet | Fang, Zhen Kong, Fangen Zeng, Jia Zhang, Zichen Wang, Yunzhi Wang, Yiping Duan, Jiajia Chen, Lei Wang, Jikai Liu, Fei |
author_sort | Fang, Zhen |
collection | PubMed |
description | BACKGROUND: Vesicle trafficking is a highly important process in numerous human diseases, especially in the central nervous system dysfunctions. However, as a key component of vesicle trafficking‐related genes (VRGs), Cornichon family AMPA receptor auxiliary protein 4 (CNIH4) has not been systematically elucidated in glioma so far. METHODS: Differentially expressed VRGs were selected using molecular signatures database (MSigDB), The Cancer Genome Atlas (TCGA), and Genotype‐Tissue Expression (GTEx) mRNA expression profiles. Further exploration of CNIH4 was determined using LASSO‐Cox regression algorithms. Then Kaplan–Meier (K‐M) plotter, receiver operating characteristic (ROC) curves, and multivariate Cox regression analyses were utilized to assess the independent significance of CNIH4 in the CGGA validation cohort. Functional exploration was performed with Gene Set Enrichment Analysis (GSEA) and then verified using a series of functional experiments in glioma cells. Finally, the consensus clustering algorithm was applied to identify clusters in glioma samples. After that, differences in prognosis, the tumor immune microenvironment (TIME), and therapy response were evaluated between clusters. RESULTS: CNIH4 was shown to be overexpressed in malignant glioma variants and was frequently observed in GCSs and TMZ‐resistant cell lines. Higher CNIH4 levels were significantly related to poor outcomes and positively correlated with adverse clinicopathological characteristics. Survival analyses revealed CNIH4 as an independent risk factor that outperformed traditional measures. Enrichment analysis indicated that overactive CNIH4 significantly gathered in stem cell processes. Furthermore, functional assays of silencing CNIH4 expression suppressed stem cell‐like properties in vitro and inhibited tumorigenicity in vivo. Finally, the CNIH4‐enriched subgroup negatively modulated immunotherapeutic response and reflected lower chemotherapy sensitivity for glioma patients. CONCLUSION: Our study identified CNIH4 as a potential VRG that regulates tumor stemness, microenvironment immunity, and chemotherapy sensitivity. It may serve as a novel prognostic factor and a promising target against glioma therapy. |
format | Online Article Text |
id | pubmed-10278472 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-102784722023-06-20 Integrated analysis based on vesicle trafficking‐related genes identifying CNIH4 as a novel therapeutic target for glioma Fang, Zhen Kong, Fangen Zeng, Jia Zhang, Zichen Wang, Yunzhi Wang, Yiping Duan, Jiajia Chen, Lei Wang, Jikai Liu, Fei Cancer Med Research Articles BACKGROUND: Vesicle trafficking is a highly important process in numerous human diseases, especially in the central nervous system dysfunctions. However, as a key component of vesicle trafficking‐related genes (VRGs), Cornichon family AMPA receptor auxiliary protein 4 (CNIH4) has not been systematically elucidated in glioma so far. METHODS: Differentially expressed VRGs were selected using molecular signatures database (MSigDB), The Cancer Genome Atlas (TCGA), and Genotype‐Tissue Expression (GTEx) mRNA expression profiles. Further exploration of CNIH4 was determined using LASSO‐Cox regression algorithms. Then Kaplan–Meier (K‐M) plotter, receiver operating characteristic (ROC) curves, and multivariate Cox regression analyses were utilized to assess the independent significance of CNIH4 in the CGGA validation cohort. Functional exploration was performed with Gene Set Enrichment Analysis (GSEA) and then verified using a series of functional experiments in glioma cells. Finally, the consensus clustering algorithm was applied to identify clusters in glioma samples. After that, differences in prognosis, the tumor immune microenvironment (TIME), and therapy response were evaluated between clusters. RESULTS: CNIH4 was shown to be overexpressed in malignant glioma variants and was frequently observed in GCSs and TMZ‐resistant cell lines. Higher CNIH4 levels were significantly related to poor outcomes and positively correlated with adverse clinicopathological characteristics. Survival analyses revealed CNIH4 as an independent risk factor that outperformed traditional measures. Enrichment analysis indicated that overactive CNIH4 significantly gathered in stem cell processes. Furthermore, functional assays of silencing CNIH4 expression suppressed stem cell‐like properties in vitro and inhibited tumorigenicity in vivo. Finally, the CNIH4‐enriched subgroup negatively modulated immunotherapeutic response and reflected lower chemotherapy sensitivity for glioma patients. CONCLUSION: Our study identified CNIH4 as a potential VRG that regulates tumor stemness, microenvironment immunity, and chemotherapy sensitivity. It may serve as a novel prognostic factor and a promising target against glioma therapy. John Wiley and Sons Inc. 2023-04-16 /pmc/articles/PMC10278472/ /pubmed/37062068 http://dx.doi.org/10.1002/cam4.5947 Text en © 2023 The Authors. Cancer Medicine published by John Wiley & Sons Ltd. https://creativecommons.org/licenses/by/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Articles Fang, Zhen Kong, Fangen Zeng, Jia Zhang, Zichen Wang, Yunzhi Wang, Yiping Duan, Jiajia Chen, Lei Wang, Jikai Liu, Fei Integrated analysis based on vesicle trafficking‐related genes identifying CNIH4 as a novel therapeutic target for glioma |
title | Integrated analysis based on vesicle trafficking‐related genes identifying CNIH4 as a novel therapeutic target for glioma |
title_full | Integrated analysis based on vesicle trafficking‐related genes identifying CNIH4 as a novel therapeutic target for glioma |
title_fullStr | Integrated analysis based on vesicle trafficking‐related genes identifying CNIH4 as a novel therapeutic target for glioma |
title_full_unstemmed | Integrated analysis based on vesicle trafficking‐related genes identifying CNIH4 as a novel therapeutic target for glioma |
title_short | Integrated analysis based on vesicle trafficking‐related genes identifying CNIH4 as a novel therapeutic target for glioma |
title_sort | integrated analysis based on vesicle trafficking‐related genes identifying cnih4 as a novel therapeutic target for glioma |
topic | Research Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10278472/ https://www.ncbi.nlm.nih.gov/pubmed/37062068 http://dx.doi.org/10.1002/cam4.5947 |
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