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Bioinformatics Analysis of the Prognostic Significance of VPS16 in Hepatocellular Carcinoma and Its Role in Drug Screening
BACKGROUND: Vacuolar protein sorting 16 (VPS16) overexpression was recently considered related to cancer growth and drug resistance; however, little is known about whether VPS16 plays a vital role in liver hepatocellular carcinoma (LIHC). METHODS: The TIMER2 online database was used to analyze the e...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Hindawi
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10137196/ https://www.ncbi.nlm.nih.gov/pubmed/37124933 http://dx.doi.org/10.1155/2023/2501596 |
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author | Gong, Xiaoming Chen, Tao Lin, Cheyu Ping, Haiqin Tong, Xin Zhang, Kai Chen, Zhaojun Cai, Caiyun Lu, Zhiyan Ke, Hengning |
author_facet | Gong, Xiaoming Chen, Tao Lin, Cheyu Ping, Haiqin Tong, Xin Zhang, Kai Chen, Zhaojun Cai, Caiyun Lu, Zhiyan Ke, Hengning |
author_sort | Gong, Xiaoming |
collection | PubMed |
description | BACKGROUND: Vacuolar protein sorting 16 (VPS16) overexpression was recently considered related to cancer growth and drug resistance; however, little is known about whether VPS16 plays a vital role in liver hepatocellular carcinoma (LIHC). METHODS: The TIMER2 online database was used to analyze the expression of VPS16 in pancancer, and the Xena Browser was used to explore the correlation between VPS16 expression level and survival time. R language was used to test the survival data of 374 LIHC cases in the TCGA database. DESeq2 was used for differentially expressed gene (DEG) analysis. The HPA database was used to verify the expression level of VPS16 in LIHC. The clusterProfiler package was used to analyze functions and related signaling pathways via GO/KEGG enrichment analysis. Drug sensitivity analysis and molecular docking technology were used to screen the most sensitive drugs targeting VPS16 molecules. RESULTS: Pancancer analysis showed that VPS16 was highly expressed in various tumors, especially in LIHC. With the increase in the T stage and grade of LIHC, the expression level of VPS16 was also increased. The expression of VPS16 was negatively correlated with the overall survival of LIHC patients. The stage can be used as an independent prognostic factor. A total of 63 sensitive drugs were found, and 19 drugs were displaying strong molecular binding energy with VPS16. CONCLUSION: VPS16 may be a potential biomarker for the diagnosis and prognosis of LIHC. Drugs targeting VPS16 may be used in the treatment of LIHC in the future. |
format | Online Article Text |
id | pubmed-10137196 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Hindawi |
record_format | MEDLINE/PubMed |
spelling | pubmed-101371962023-04-28 Bioinformatics Analysis of the Prognostic Significance of VPS16 in Hepatocellular Carcinoma and Its Role in Drug Screening Gong, Xiaoming Chen, Tao Lin, Cheyu Ping, Haiqin Tong, Xin Zhang, Kai Chen, Zhaojun Cai, Caiyun Lu, Zhiyan Ke, Hengning Biomed Res Int Research Article BACKGROUND: Vacuolar protein sorting 16 (VPS16) overexpression was recently considered related to cancer growth and drug resistance; however, little is known about whether VPS16 plays a vital role in liver hepatocellular carcinoma (LIHC). METHODS: The TIMER2 online database was used to analyze the expression of VPS16 in pancancer, and the Xena Browser was used to explore the correlation between VPS16 expression level and survival time. R language was used to test the survival data of 374 LIHC cases in the TCGA database. DESeq2 was used for differentially expressed gene (DEG) analysis. The HPA database was used to verify the expression level of VPS16 in LIHC. The clusterProfiler package was used to analyze functions and related signaling pathways via GO/KEGG enrichment analysis. Drug sensitivity analysis and molecular docking technology were used to screen the most sensitive drugs targeting VPS16 molecules. RESULTS: Pancancer analysis showed that VPS16 was highly expressed in various tumors, especially in LIHC. With the increase in the T stage and grade of LIHC, the expression level of VPS16 was also increased. The expression of VPS16 was negatively correlated with the overall survival of LIHC patients. The stage can be used as an independent prognostic factor. A total of 63 sensitive drugs were found, and 19 drugs were displaying strong molecular binding energy with VPS16. CONCLUSION: VPS16 may be a potential biomarker for the diagnosis and prognosis of LIHC. Drugs targeting VPS16 may be used in the treatment of LIHC in the future. Hindawi 2023-04-17 /pmc/articles/PMC10137196/ /pubmed/37124933 http://dx.doi.org/10.1155/2023/2501596 Text en Copyright © 2023 Xiaoming Gong et al. https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Article Gong, Xiaoming Chen, Tao Lin, Cheyu Ping, Haiqin Tong, Xin Zhang, Kai Chen, Zhaojun Cai, Caiyun Lu, Zhiyan Ke, Hengning Bioinformatics Analysis of the Prognostic Significance of VPS16 in Hepatocellular Carcinoma and Its Role in Drug Screening |
title | Bioinformatics Analysis of the Prognostic Significance of VPS16 in Hepatocellular Carcinoma and Its Role in Drug Screening |
title_full | Bioinformatics Analysis of the Prognostic Significance of VPS16 in Hepatocellular Carcinoma and Its Role in Drug Screening |
title_fullStr | Bioinformatics Analysis of the Prognostic Significance of VPS16 in Hepatocellular Carcinoma and Its Role in Drug Screening |
title_full_unstemmed | Bioinformatics Analysis of the Prognostic Significance of VPS16 in Hepatocellular Carcinoma and Its Role in Drug Screening |
title_short | Bioinformatics Analysis of the Prognostic Significance of VPS16 in Hepatocellular Carcinoma and Its Role in Drug Screening |
title_sort | bioinformatics analysis of the prognostic significance of vps16 in hepatocellular carcinoma and its role in drug screening |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10137196/ https://www.ncbi.nlm.nih.gov/pubmed/37124933 http://dx.doi.org/10.1155/2023/2501596 |
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