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Integrated profiling identifies ITGB3BP as prognostic biomarker for hepatocellular carcinoma
Hepatocellular carcinoma (HCC) is a highly malignant tumor. In this study, we sought to identify a novel biomarker for HCC by analyzing transcriptome and clinical data. The R software was used to analyze the differentially expressed genes (DEGs) in the datasets GSE74656 and GSE84598 downloaded from...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Association of Basic Medical Sciences of Federation of Bosnia and Herzegovina
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8554696/ https://www.ncbi.nlm.nih.gov/pubmed/33974527 http://dx.doi.org/10.17305/bjbms.2021.5690 |
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author | Liang, Qiuli Tan, Chao Xiao, Feifei Yin, Fuqiang Liu, Meiliang Lei, Lei Wu, Liuyu Yang, Yu Tan, Hui Juan Jennifer Liu, Shun Zeng, Xiaoyun |
author_facet | Liang, Qiuli Tan, Chao Xiao, Feifei Yin, Fuqiang Liu, Meiliang Lei, Lei Wu, Liuyu Yang, Yu Tan, Hui Juan Jennifer Liu, Shun Zeng, Xiaoyun |
author_sort | Liang, Qiuli |
collection | PubMed |
description | Hepatocellular carcinoma (HCC) is a highly malignant tumor. In this study, we sought to identify a novel biomarker for HCC by analyzing transcriptome and clinical data. The R software was used to analyze the differentially expressed genes (DEGs) in the datasets GSE74656 and GSE84598 downloaded from the Gene Expression Omnibus database, followed by a functional annotation. A total of 138 shared DEGs were screened from two datasets. They were mainly enriched in the “Metabolic pathways” pathway (Padj = 8.21E-08) and involved in the carboxylic acid metabolic process (Padj = 0.0004). The top 10 hub genes were found by protein-protein interaction analysis and were upregulated in HCC tissues compared to normal tissues in The Cancer Genome Atlas database. Survival analysis distinguished 8 hub genes CENPE, SPDL1, Hyaluronan-mediated motility receptor, Rac GTPase activating protein 1, Thyroid hormone receptor interactor 13, cytoskeleton-associated protein (CKAP) 2, CKAP5, and Integrin subunit beta 3 binding protein (ITGB3BP) were considered as prognostic hub genes. Multivariate cox regression analysis indicated that all the prognostic hub genes were independent prognostic factors for HCC. Furthermore, the receiver operating characteristic curve revealed that the 8-hub genes model had better prediction performance for overall survival compared to the T stage (p = 0.008) and significantly improved the prediction value of the T stage (p = 0.002). The Human Protein Atlas showed that the protein expression of ITGB3BP was upregulated in HCC, so the expression of ITGB3BP was further verified in our cohort. The results showed that ITGB3BP was upregulated in HCC tissues and was significantly associated with lymph node metastasis. |
format | Online Article Text |
id | pubmed-8554696 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Association of Basic Medical Sciences of Federation of Bosnia and Herzegovina |
record_format | MEDLINE/PubMed |
spelling | pubmed-85546962021-12-01 Integrated profiling identifies ITGB3BP as prognostic biomarker for hepatocellular carcinoma Liang, Qiuli Tan, Chao Xiao, Feifei Yin, Fuqiang Liu, Meiliang Lei, Lei Wu, Liuyu Yang, Yu Tan, Hui Juan Jennifer Liu, Shun Zeng, Xiaoyun Bosn J Basic Med Sci Research Article Hepatocellular carcinoma (HCC) is a highly malignant tumor. In this study, we sought to identify a novel biomarker for HCC by analyzing transcriptome and clinical data. The R software was used to analyze the differentially expressed genes (DEGs) in the datasets GSE74656 and GSE84598 downloaded from the Gene Expression Omnibus database, followed by a functional annotation. A total of 138 shared DEGs were screened from two datasets. They were mainly enriched in the “Metabolic pathways” pathway (Padj = 8.21E-08) and involved in the carboxylic acid metabolic process (Padj = 0.0004). The top 10 hub genes were found by protein-protein interaction analysis and were upregulated in HCC tissues compared to normal tissues in The Cancer Genome Atlas database. Survival analysis distinguished 8 hub genes CENPE, SPDL1, Hyaluronan-mediated motility receptor, Rac GTPase activating protein 1, Thyroid hormone receptor interactor 13, cytoskeleton-associated protein (CKAP) 2, CKAP5, and Integrin subunit beta 3 binding protein (ITGB3BP) were considered as prognostic hub genes. Multivariate cox regression analysis indicated that all the prognostic hub genes were independent prognostic factors for HCC. Furthermore, the receiver operating characteristic curve revealed that the 8-hub genes model had better prediction performance for overall survival compared to the T stage (p = 0.008) and significantly improved the prediction value of the T stage (p = 0.002). The Human Protein Atlas showed that the protein expression of ITGB3BP was upregulated in HCC, so the expression of ITGB3BP was further verified in our cohort. The results showed that ITGB3BP was upregulated in HCC tissues and was significantly associated with lymph node metastasis. Association of Basic Medical Sciences of Federation of Bosnia and Herzegovina 2021-12 /pmc/articles/PMC8554696/ /pubmed/33974527 http://dx.doi.org/10.17305/bjbms.2021.5690 Text en Copyright: © The Author(s) (2021) https://creativecommons.org/licenses/by/4.0/This work is licensed under a Creative Commons Attribution 4.0 International License |
spellingShingle | Research Article Liang, Qiuli Tan, Chao Xiao, Feifei Yin, Fuqiang Liu, Meiliang Lei, Lei Wu, Liuyu Yang, Yu Tan, Hui Juan Jennifer Liu, Shun Zeng, Xiaoyun Integrated profiling identifies ITGB3BP as prognostic biomarker for hepatocellular carcinoma |
title | Integrated profiling identifies ITGB3BP as prognostic biomarker for hepatocellular carcinoma |
title_full | Integrated profiling identifies ITGB3BP as prognostic biomarker for hepatocellular carcinoma |
title_fullStr | Integrated profiling identifies ITGB3BP as prognostic biomarker for hepatocellular carcinoma |
title_full_unstemmed | Integrated profiling identifies ITGB3BP as prognostic biomarker for hepatocellular carcinoma |
title_short | Integrated profiling identifies ITGB3BP as prognostic biomarker for hepatocellular carcinoma |
title_sort | integrated profiling identifies itgb3bp as prognostic biomarker for hepatocellular carcinoma |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8554696/ https://www.ncbi.nlm.nih.gov/pubmed/33974527 http://dx.doi.org/10.17305/bjbms.2021.5690 |
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