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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...

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Autores principales: Shu, Jinyong, Luo, Pan, Zhang, Guifeng, Gao, Yi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: AME Publishing Company 2023
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.
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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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