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Identification of glutamyl-prolyl-tRNA synthetase as a new therapeutic target in hepatocellular carcinoma via a novel bioinformatic approach
BACKGROUND: Hepatocellular carcinoma (HCC) has a high incidence, and current treatments are ineffective. We aimed to explore potential diagnostic and prognostic biomarkers for HCC by conducting bioinformatics analysis on genomic and proteomic data. METHODS: Genome and proteome data were downloaded f...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
AME Publishing Company
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10186547/ https://www.ncbi.nlm.nih.gov/pubmed/37201074 http://dx.doi.org/10.21037/jgo-23-247 |
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author | Shu, Jinyong Luo, Pan Zhang, Guifeng Gao, Yi |
author_facet | Shu, Jinyong Luo, Pan Zhang, Guifeng Gao, Yi |
author_sort | Shu, Jinyong |
collection | PubMed |
description | BACKGROUND: Hepatocellular carcinoma (HCC) has a high incidence, and current treatments are ineffective. We aimed to explore potential diagnostic and prognostic biomarkers for HCC by conducting bioinformatics analysis on genomic and proteomic data. METHODS: Genome and proteome data were downloaded from The Cancer Genome Atlas (TCGA) and ProteomeXchange databases, respectively. Differentially expressed genes was determined using limma package. Functional enrichment analysis was conducted by Database for Annotation, Visualization, and Integrated Discovery (DAVID). Protein-protein analysis was established by STRING dataset. Using Cytoscope for network visualization and CytoHubba for hub gene identification. The gene mRNA and protein levels were validated using GEPIA and HPA, as well as RT-qPCR and Western blot. RESULTS: A total of 127 up-regulated and 80 down-regulated common DEGPs were identified between the genomic and proteomic data, Mining 10 key genes/proteins(ACLY, ACACB, EPRS, CAD, HSPA4, ACACA, MTHFD1, DMGDH, ALDH2, and GLDC) through protein interaction networks. in addition, Glutamyl-prolyl-tRNA synthetase (EPRS) was highlighted as an HCC biomarker that is negatively correlated with survival. Differential EPRS expression analysis in HCC and paracancerous tissues showed that EPRS expression was elevated in HCC. RT-qPCR and Western blot analysis results showed that EPRS expression was upregulated in HCC cells. CONCLUSIONS: Our results suggest that EPRS is a potential therapeutic target for inhibiting HCC tumorigenesis and progression. |
format | Online Article Text |
id | pubmed-10186547 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | AME Publishing Company |
record_format | MEDLINE/PubMed |
spelling | pubmed-101865472023-05-17 Identification of glutamyl-prolyl-tRNA synthetase as a new therapeutic target in hepatocellular carcinoma via a novel bioinformatic approach Shu, Jinyong Luo, Pan Zhang, Guifeng Gao, Yi J Gastrointest Oncol Original Article BACKGROUND: Hepatocellular carcinoma (HCC) has a high incidence, and current treatments are ineffective. We aimed to explore potential diagnostic and prognostic biomarkers for HCC by conducting bioinformatics analysis on genomic and proteomic data. METHODS: Genome and proteome data were downloaded from The Cancer Genome Atlas (TCGA) and ProteomeXchange databases, respectively. Differentially expressed genes was determined using limma package. Functional enrichment analysis was conducted by Database for Annotation, Visualization, and Integrated Discovery (DAVID). Protein-protein analysis was established by STRING dataset. Using Cytoscope for network visualization and CytoHubba for hub gene identification. The gene mRNA and protein levels were validated using GEPIA and HPA, as well as RT-qPCR and Western blot. RESULTS: A total of 127 up-regulated and 80 down-regulated common DEGPs were identified between the genomic and proteomic data, Mining 10 key genes/proteins(ACLY, ACACB, EPRS, CAD, HSPA4, ACACA, MTHFD1, DMGDH, ALDH2, and GLDC) through protein interaction networks. in addition, Glutamyl-prolyl-tRNA synthetase (EPRS) was highlighted as an HCC biomarker that is negatively correlated with survival. Differential EPRS expression analysis in HCC and paracancerous tissues showed that EPRS expression was elevated in HCC. RT-qPCR and Western blot analysis results showed that EPRS expression was upregulated in HCC cells. CONCLUSIONS: Our results suggest that EPRS is a potential therapeutic target for inhibiting HCC tumorigenesis and progression. AME Publishing Company 2023-04-27 2023-04-29 /pmc/articles/PMC10186547/ /pubmed/37201074 http://dx.doi.org/10.21037/jgo-23-247 Text en 2023 Journal of Gastrointestinal Oncology. All rights reserved. https://creativecommons.org/licenses/by-nc-nd/4.0/Open Access Statement: This is an Open Access article distributed in accordance with the Creative Commons Attribution-NonCommercial-NoDerivs 4.0 International License (CC BY-NC-ND 4.0), which permits the non-commercial replication and distribution of the article with the strict proviso that no changes or edits are made and the original work is properly cited (including links to both the formal publication through the relevant DOI and the license). See: https://creativecommons.org/licenses/by-nc-nd/4.0 (https://creativecommons.org/licenses/by-nc-nd/4.0/) . |
spellingShingle | Original Article Shu, Jinyong Luo, Pan Zhang, Guifeng Gao, Yi Identification of glutamyl-prolyl-tRNA synthetase as a new therapeutic target in hepatocellular carcinoma via a novel bioinformatic approach |
title | Identification of glutamyl-prolyl-tRNA synthetase as a new therapeutic target in hepatocellular carcinoma via a novel bioinformatic approach |
title_full | Identification of glutamyl-prolyl-tRNA synthetase as a new therapeutic target in hepatocellular carcinoma via a novel bioinformatic approach |
title_fullStr | Identification of glutamyl-prolyl-tRNA synthetase as a new therapeutic target in hepatocellular carcinoma via a novel bioinformatic approach |
title_full_unstemmed | Identification of glutamyl-prolyl-tRNA synthetase as a new therapeutic target in hepatocellular carcinoma via a novel bioinformatic approach |
title_short | Identification of glutamyl-prolyl-tRNA synthetase as a new therapeutic target in hepatocellular carcinoma via a novel bioinformatic approach |
title_sort | identification of glutamyl-prolyl-trna synthetase as a new therapeutic target in hepatocellular carcinoma via a novel bioinformatic approach |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10186547/ https://www.ncbi.nlm.nih.gov/pubmed/37201074 http://dx.doi.org/10.21037/jgo-23-247 |
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