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MMP1 and MMP9 are potential prognostic biomarkers and targets for uveal melanoma
BACKGROUND: Uveal melanoma (UVM) is the leading cause of eye-related mortality worldwide. This study aimed to explore the expression and prognostic value of matrix metalloproteinases (MMPs) in UVM. METHODS: Gene expression levels were obtained from the Gene Expression Omnibus (GEO) and Oncomine data...
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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BioMed Central
2021
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8482640/ https://www.ncbi.nlm.nih.gov/pubmed/34587931 http://dx.doi.org/10.1186/s12885-021-08788-3 |
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author | Wang, Tianyu Zhang, Yuanyuan Bai, Jianhao Xue, Yawen Peng, Qing |
author_facet | Wang, Tianyu Zhang, Yuanyuan Bai, Jianhao Xue, Yawen Peng, Qing |
author_sort | Wang, Tianyu |
collection | PubMed |
description | BACKGROUND: Uveal melanoma (UVM) is the leading cause of eye-related mortality worldwide. This study aimed to explore the expression and prognostic value of matrix metalloproteinases (MMPs) in UVM. METHODS: Gene expression levels were obtained from the Gene Expression Omnibus (GEO) and Oncomine databases. Functional and pathway enrichment analyses were performed using the Metascape database. GeneMANIA was then applied to construct a protein-protein interaction network and identify the hub genes. Moreover, overall survival (OS) and disease-free survival (DFS) analysis for the hub genes was performed using the UALCAN and Gene Expression Profiling Interactive Analysis (GEPIA) online tool. Furthermore, TRRUST was used to predict the targets of the MMPs. RESULTS: Our results revealed that the transcriptional levels of MMP1, MMP9, MMP10, MMP11, MMP13, MMP14, and MMP17 were upregulated in UVM tissues compared to normal tissues. A protein-protein interaction (PPI) network was constructed and the top 50 hub genes were identified. The functions of MMPs and their neighboring proteins are mainly associated with ECM-receptor interaction, proteoglycans in cancer, the IL-17 signaling pathway, and microRNAs in cancer. Among the MMPs, MMP1/2/9/11/14/15/16/17/24 played significant roles in the progression of UVM from stage 3 to stage 4. We also found that the expression of MMP1, MMP2, MMP9, and MMP16 positively correlated with OS and DFS in patients with UVM. Additionally, 18 transcription factors associated with nine MMPs were identified. CONCLUSIONS: The results of this study may provide potential biomarkers and targets for UVM. However, further studies are required to confirm these results. |
format | Online Article Text |
id | pubmed-8482640 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-84826402021-10-04 MMP1 and MMP9 are potential prognostic biomarkers and targets for uveal melanoma Wang, Tianyu Zhang, Yuanyuan Bai, Jianhao Xue, Yawen Peng, Qing BMC Cancer Research BACKGROUND: Uveal melanoma (UVM) is the leading cause of eye-related mortality worldwide. This study aimed to explore the expression and prognostic value of matrix metalloproteinases (MMPs) in UVM. METHODS: Gene expression levels were obtained from the Gene Expression Omnibus (GEO) and Oncomine databases. Functional and pathway enrichment analyses were performed using the Metascape database. GeneMANIA was then applied to construct a protein-protein interaction network and identify the hub genes. Moreover, overall survival (OS) and disease-free survival (DFS) analysis for the hub genes was performed using the UALCAN and Gene Expression Profiling Interactive Analysis (GEPIA) online tool. Furthermore, TRRUST was used to predict the targets of the MMPs. RESULTS: Our results revealed that the transcriptional levels of MMP1, MMP9, MMP10, MMP11, MMP13, MMP14, and MMP17 were upregulated in UVM tissues compared to normal tissues. A protein-protein interaction (PPI) network was constructed and the top 50 hub genes were identified. The functions of MMPs and their neighboring proteins are mainly associated with ECM-receptor interaction, proteoglycans in cancer, the IL-17 signaling pathway, and microRNAs in cancer. Among the MMPs, MMP1/2/9/11/14/15/16/17/24 played significant roles in the progression of UVM from stage 3 to stage 4. We also found that the expression of MMP1, MMP2, MMP9, and MMP16 positively correlated with OS and DFS in patients with UVM. Additionally, 18 transcription factors associated with nine MMPs were identified. CONCLUSIONS: The results of this study may provide potential biomarkers and targets for UVM. However, further studies are required to confirm these results. BioMed Central 2021-09-29 /pmc/articles/PMC8482640/ /pubmed/34587931 http://dx.doi.org/10.1186/s12885-021-08788-3 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Wang, Tianyu Zhang, Yuanyuan Bai, Jianhao Xue, Yawen Peng, Qing MMP1 and MMP9 are potential prognostic biomarkers and targets for uveal melanoma |
title | MMP1 and MMP9 are potential prognostic biomarkers and targets for uveal melanoma |
title_full | MMP1 and MMP9 are potential prognostic biomarkers and targets for uveal melanoma |
title_fullStr | MMP1 and MMP9 are potential prognostic biomarkers and targets for uveal melanoma |
title_full_unstemmed | MMP1 and MMP9 are potential prognostic biomarkers and targets for uveal melanoma |
title_short | MMP1 and MMP9 are potential prognostic biomarkers and targets for uveal melanoma |
title_sort | mmp1 and mmp9 are potential prognostic biomarkers and targets for uveal melanoma |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8482640/ https://www.ncbi.nlm.nih.gov/pubmed/34587931 http://dx.doi.org/10.1186/s12885-021-08788-3 |
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