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MMP1 and MMP9 are potential prognostic biomarkers and targets for uveal melanoma
- Source :
- BMC Cancer, BMC Cancer, Vol 21, Iss 1, Pp 1-14 (2021)
- Publication Year :
- 2021
-
Abstract
- 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.
- Subjects :
- Uveal Neoplasms
Cancer Research
Transcriptional level
MMP1
MMP10
Disease-free survival
Biology
Protein-protein interaction
microRNA
Gene expression
Databases, Genetic
Matrix metallopeptidase
Genetics
medicine
Biomarkers, Tumor
Humans
Overall survival
Collagenases
Protein Interaction Maps
Uvea
Melanoma
RC254-282
Gene Expression Profiling
Research
Neoplasms. Tumors. Oncology. Including cancer and carcinogens
Cancer
medicine.disease
Prognosis
Up-Regulation
Gene expression profiling
Oncology
Matrix Metalloproteinase 9
Cancer research
Disease Progression
MMP14
MMP16
Matrix Metalloproteinase 1
Transcription Factors
Subjects
Details
- ISSN :
- 14712407
- Volume :
- 21
- Issue :
- 1
- Database :
- OpenAIRE
- Journal :
- BMC cancer
- Accession number :
- edsair.doi.dedup.....b911b4550bb4746984de3ec8538eba7a