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Identification of PLOD Family Genes as Novel Prognostic Biomarkers for Hepatocellular Carcinoma

BACKGROUND: Hepatocellular carcinoma (HCC) is one of the most common malignancies with rising incidence and persistently high mortality. Previous researches have demonstrated that some PLOD family members are associated with tumor progression and metastasis in most human cancers. However, the progno...

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Autores principales: Yang, Bo, Zhao, Yonghui, Wang, Lan, Zhao, Yuanyuan, Wei, Lai, Chen, Dong, Chen, Zhishui
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7509443/
https://www.ncbi.nlm.nih.gov/pubmed/33014843
http://dx.doi.org/10.3389/fonc.2020.01695
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author Yang, Bo
Zhao, Yonghui
Wang, Lan
Zhao, Yuanyuan
Wei, Lai
Chen, Dong
Chen, Zhishui
author_facet Yang, Bo
Zhao, Yonghui
Wang, Lan
Zhao, Yuanyuan
Wei, Lai
Chen, Dong
Chen, Zhishui
author_sort Yang, Bo
collection PubMed
description BACKGROUND: Hepatocellular carcinoma (HCC) is one of the most common malignancies with rising incidence and persistently high mortality. Previous researches have demonstrated that some PLOD family members are associated with tumor progression and metastasis in most human cancers. However, the prognostic and biological roles of PLODs in HCC remain largely unknown. METHODS: ONCOMINE, HPA, UALCAN, GEPIA, cBioPortal, GeneMANIA, NetworkAnalyst, Metascape, DAVID 6.8, and TIMER were used to determine the prognostic values and biological function of PLOD family members in HCC. RESULTS: The mRNA and protein expression patterns of PLOD family members were noticeably upregulated in HCC compared to normal tissue. The high expression levels of PLOD1 and PLOD2 genes were significantly correlated with higher tumor grades in HCC patients. In addition, the high expression levels of PLOD1–3 were remarkably associated with poor overall survival in HCC patients, while high PLOD1 and PLOD3 expression were markedly associated with worse disease-free survival. In the co-expression gene analysis, 20 genes were primarily associated with the differentially expressed PLOD family members in HCC cases. Through functional enrichment analysis, the biological functions of PLODs in HCC were mainly involved in collagen fibril organization, lysine degradation, collagen biosynthesis, and modifying enzymes. Furthermore, the expression levels of PLOD1–3 were positively correlated with the activities of tumor-infiltrating immune cells, including macrophages, neutrophils, CD4+ T cells, and dendritic cells. Besides, the expression levels of PLOD2 and PLOD3 were positively correlated with the infiltrating levels of B cells. CONCLUSION: The findings of this study could provide novel insights into the identification of prognostic biomarkers for HCC patients.
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spelling pubmed-75094432020-10-02 Identification of PLOD Family Genes as Novel Prognostic Biomarkers for Hepatocellular Carcinoma Yang, Bo Zhao, Yonghui Wang, Lan Zhao, Yuanyuan Wei, Lai Chen, Dong Chen, Zhishui Front Oncol Oncology BACKGROUND: Hepatocellular carcinoma (HCC) is one of the most common malignancies with rising incidence and persistently high mortality. Previous researches have demonstrated that some PLOD family members are associated with tumor progression and metastasis in most human cancers. However, the prognostic and biological roles of PLODs in HCC remain largely unknown. METHODS: ONCOMINE, HPA, UALCAN, GEPIA, cBioPortal, GeneMANIA, NetworkAnalyst, Metascape, DAVID 6.8, and TIMER were used to determine the prognostic values and biological function of PLOD family members in HCC. RESULTS: The mRNA and protein expression patterns of PLOD family members were noticeably upregulated in HCC compared to normal tissue. The high expression levels of PLOD1 and PLOD2 genes were significantly correlated with higher tumor grades in HCC patients. In addition, the high expression levels of PLOD1–3 were remarkably associated with poor overall survival in HCC patients, while high PLOD1 and PLOD3 expression were markedly associated with worse disease-free survival. In the co-expression gene analysis, 20 genes were primarily associated with the differentially expressed PLOD family members in HCC cases. Through functional enrichment analysis, the biological functions of PLODs in HCC were mainly involved in collagen fibril organization, lysine degradation, collagen biosynthesis, and modifying enzymes. Furthermore, the expression levels of PLOD1–3 were positively correlated with the activities of tumor-infiltrating immune cells, including macrophages, neutrophils, CD4+ T cells, and dendritic cells. Besides, the expression levels of PLOD2 and PLOD3 were positively correlated with the infiltrating levels of B cells. CONCLUSION: The findings of this study could provide novel insights into the identification of prognostic biomarkers for HCC patients. Frontiers Media S.A. 2020-09-04 /pmc/articles/PMC7509443/ /pubmed/33014843 http://dx.doi.org/10.3389/fonc.2020.01695 Text en Copyright © 2020 Yang, Zhao, Wang, Zhao, Wei, Chen and Chen. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Oncology
Yang, Bo
Zhao, Yonghui
Wang, Lan
Zhao, Yuanyuan
Wei, Lai
Chen, Dong
Chen, Zhishui
Identification of PLOD Family Genes as Novel Prognostic Biomarkers for Hepatocellular Carcinoma
title Identification of PLOD Family Genes as Novel Prognostic Biomarkers for Hepatocellular Carcinoma
title_full Identification of PLOD Family Genes as Novel Prognostic Biomarkers for Hepatocellular Carcinoma
title_fullStr Identification of PLOD Family Genes as Novel Prognostic Biomarkers for Hepatocellular Carcinoma
title_full_unstemmed Identification of PLOD Family Genes as Novel Prognostic Biomarkers for Hepatocellular Carcinoma
title_short Identification of PLOD Family Genes as Novel Prognostic Biomarkers for Hepatocellular Carcinoma
title_sort identification of plod family genes as novel prognostic biomarkers for hepatocellular carcinoma
topic Oncology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7509443/
https://www.ncbi.nlm.nih.gov/pubmed/33014843
http://dx.doi.org/10.3389/fonc.2020.01695
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