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Identifying Potential New Gene Expression-Based Biomarkers in the Peripheral Blood Mononuclear Cells of Hepatitis B-Related Hepatocellular Carcinoma
OBJECTIVE: The analysis of the gene expression of peripheral blood mononuclear cells (PBMCs) is important to clarify the pathogenesis of hepatocellular carcinoma (HCC) and the detection of suitable biomarkers. The purpose of this investigation was to use RNA-sequencing to screen the appropriate diff...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Hindawi
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8901362/ https://www.ncbi.nlm.nih.gov/pubmed/35265561 http://dx.doi.org/10.1155/2022/9541600 |
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author | Poortahmasebi, Vahdat Nejati, Ahmad Abazari, Mohammad Foad Nasiri Toosi, Mohsen Ghaziasadi, Azam Mohammadzadeh, Nader Tavakoli, Ahmad Khamseh, Azam Momenifar, Navid Gholizadeh, Omid Norouzi, Mehdi Jazayeri, Seyed Mohammad |
author_facet | Poortahmasebi, Vahdat Nejati, Ahmad Abazari, Mohammad Foad Nasiri Toosi, Mohsen Ghaziasadi, Azam Mohammadzadeh, Nader Tavakoli, Ahmad Khamseh, Azam Momenifar, Navid Gholizadeh, Omid Norouzi, Mehdi Jazayeri, Seyed Mohammad |
author_sort | Poortahmasebi, Vahdat |
collection | PubMed |
description | OBJECTIVE: The analysis of the gene expression of peripheral blood mononuclear cells (PBMCs) is important to clarify the pathogenesis of hepatocellular carcinoma (HCC) and the detection of suitable biomarkers. The purpose of this investigation was to use RNA-sequencing to screen the appropriate differentially expressed genes (DEGs) in the PBMCs for the HCC. METHODS: The comprehensive transcriptome of extracted RNA of PBMC (n = 20) from patients with chronic hepatitis B (CHB), liver cirrhosis, and early stage of HCC (5 samples per group) was carried out using RNA-sequencing. All raw RNA-sequencing data analyses were performed using conventional RNA-sequencing analysis tools. Next, gene ontology (GO) analyses were carried out to elucidate the biological processes of DEGs. Finally, relative transcript abundance of selected DEGs was verified using qRT-PCR on additional validation groups. RESULTS: Specifically, 13, 1262, and 1450 DEGs were identified for CHB, liver cirrhosis, and HCC, when compared with the healthy controls. GO enrichment analysis indicated that HCC is closely related to the immune response. Seven DEGs (TYMP, TYROBP, CD14, TGFBI, LILRA2, GNLY, and GZMB) were common to HCC, cirrhosis, and CHB when compared to healthy controls. The data revealed that the expressions of these 7 DEGs were consistent with those from the RNA-sequencing results. Also, the expressions of 7 representative genes that had higher sensitivity were obtained by receiver operating characteristic analysis, which indicated their important diagnostic accuracy for HBV-HCC. CONCLUSION: This study provides us with new horizons into the biological process and potential prospective clinical diagnosis and prognosis of HCC in the near future. |
format | Online Article Text |
id | pubmed-8901362 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Hindawi |
record_format | MEDLINE/PubMed |
spelling | pubmed-89013622022-03-08 Identifying Potential New Gene Expression-Based Biomarkers in the Peripheral Blood Mononuclear Cells of Hepatitis B-Related Hepatocellular Carcinoma Poortahmasebi, Vahdat Nejati, Ahmad Abazari, Mohammad Foad Nasiri Toosi, Mohsen Ghaziasadi, Azam Mohammadzadeh, Nader Tavakoli, Ahmad Khamseh, Azam Momenifar, Navid Gholizadeh, Omid Norouzi, Mehdi Jazayeri, Seyed Mohammad Can J Gastroenterol Hepatol Research Article OBJECTIVE: The analysis of the gene expression of peripheral blood mononuclear cells (PBMCs) is important to clarify the pathogenesis of hepatocellular carcinoma (HCC) and the detection of suitable biomarkers. The purpose of this investigation was to use RNA-sequencing to screen the appropriate differentially expressed genes (DEGs) in the PBMCs for the HCC. METHODS: The comprehensive transcriptome of extracted RNA of PBMC (n = 20) from patients with chronic hepatitis B (CHB), liver cirrhosis, and early stage of HCC (5 samples per group) was carried out using RNA-sequencing. All raw RNA-sequencing data analyses were performed using conventional RNA-sequencing analysis tools. Next, gene ontology (GO) analyses were carried out to elucidate the biological processes of DEGs. Finally, relative transcript abundance of selected DEGs was verified using qRT-PCR on additional validation groups. RESULTS: Specifically, 13, 1262, and 1450 DEGs were identified for CHB, liver cirrhosis, and HCC, when compared with the healthy controls. GO enrichment analysis indicated that HCC is closely related to the immune response. Seven DEGs (TYMP, TYROBP, CD14, TGFBI, LILRA2, GNLY, and GZMB) were common to HCC, cirrhosis, and CHB when compared to healthy controls. The data revealed that the expressions of these 7 DEGs were consistent with those from the RNA-sequencing results. Also, the expressions of 7 representative genes that had higher sensitivity were obtained by receiver operating characteristic analysis, which indicated their important diagnostic accuracy for HBV-HCC. CONCLUSION: This study provides us with new horizons into the biological process and potential prospective clinical diagnosis and prognosis of HCC in the near future. Hindawi 2022-02-28 /pmc/articles/PMC8901362/ /pubmed/35265561 http://dx.doi.org/10.1155/2022/9541600 Text en Copyright © 2022 Vahdat Poortahmasebi 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 Poortahmasebi, Vahdat Nejati, Ahmad Abazari, Mohammad Foad Nasiri Toosi, Mohsen Ghaziasadi, Azam Mohammadzadeh, Nader Tavakoli, Ahmad Khamseh, Azam Momenifar, Navid Gholizadeh, Omid Norouzi, Mehdi Jazayeri, Seyed Mohammad Identifying Potential New Gene Expression-Based Biomarkers in the Peripheral Blood Mononuclear Cells of Hepatitis B-Related Hepatocellular Carcinoma |
title | Identifying Potential New Gene Expression-Based Biomarkers in the Peripheral Blood Mononuclear Cells of Hepatitis B-Related Hepatocellular Carcinoma |
title_full | Identifying Potential New Gene Expression-Based Biomarkers in the Peripheral Blood Mononuclear Cells of Hepatitis B-Related Hepatocellular Carcinoma |
title_fullStr | Identifying Potential New Gene Expression-Based Biomarkers in the Peripheral Blood Mononuclear Cells of Hepatitis B-Related Hepatocellular Carcinoma |
title_full_unstemmed | Identifying Potential New Gene Expression-Based Biomarkers in the Peripheral Blood Mononuclear Cells of Hepatitis B-Related Hepatocellular Carcinoma |
title_short | Identifying Potential New Gene Expression-Based Biomarkers in the Peripheral Blood Mononuclear Cells of Hepatitis B-Related Hepatocellular Carcinoma |
title_sort | identifying potential new gene expression-based biomarkers in the peripheral blood mononuclear cells of hepatitis b-related hepatocellular carcinoma |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8901362/ https://www.ncbi.nlm.nih.gov/pubmed/35265561 http://dx.doi.org/10.1155/2022/9541600 |
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