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Clinical significance of APOB inactivation in hepatocellular carcinoma

Recent findings from The Cancer Genome Atlas project have provided a comprehensive map of genomic alterations that occur in hepatocellular carcinoma (HCC), including unexpected mutations in apolipoprotein B (APOB). We aimed to determine the clinical significance of this non-oncogenetic mutation in H...

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Autores principales: Lee, Gena, Jeong, Yun Seong, Kim, Do Won, Kwak, Min Jun, Koh, Jiwon, Joo, Eun Wook, Lee, Ju-Seog, Kah, Susie, Sim, Yeong-Eun, Yim, Sun Young
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6235894/
https://www.ncbi.nlm.nih.gov/pubmed/30429453
http://dx.doi.org/10.1038/s12276-018-0174-2
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author Lee, Gena
Jeong, Yun Seong
Kim, Do Won
Kwak, Min Jun
Koh, Jiwon
Joo, Eun Wook
Lee, Ju-Seog
Kah, Susie
Sim, Yeong-Eun
Yim, Sun Young
author_facet Lee, Gena
Jeong, Yun Seong
Kim, Do Won
Kwak, Min Jun
Koh, Jiwon
Joo, Eun Wook
Lee, Ju-Seog
Kah, Susie
Sim, Yeong-Eun
Yim, Sun Young
author_sort Lee, Gena
collection PubMed
description Recent findings from The Cancer Genome Atlas project have provided a comprehensive map of genomic alterations that occur in hepatocellular carcinoma (HCC), including unexpected mutations in apolipoprotein B (APOB). We aimed to determine the clinical significance of this non-oncogenetic mutation in HCC. An Apob gene signature was derived from genes that differed between control mice and mice treated with siRNA specific for Apob (1.5-fold difference; P < 0.005). Human gene expression data were collected from four independent HCC cohorts (n = 941). A prediction model was constructed using Bayesian compound covariate prediction, and the robustness of the APOB gene signature was validated in HCC cohorts. The correlation of the APOB signature with previously validated gene signatures was performed, and network analysis was conducted using ingenuity pathway analysis. APOB inactivation was associated with poor prognosis when the APOB gene signature was applied in all human HCC cohorts. Poor prognosis with APOB inactivation was consistently observed through cross-validation with previously reported gene signatures (NCIP A, HS, high-recurrence SNUR, and high RS subtypes). Knowledge-based gene network analysis using genes that differed between low-APOB and high-APOB groups in all four cohorts revealed that low-APOB activity was associated with upregulation of oncogenic and metastatic regulators, such as HGF, MTIF, ERBB2, FOXM1, and CD44, and inhibition of tumor suppressors, such as TP53 and PTEN. In conclusion, APOB inactivation is associated with poor outcome in patients with HCC, and APOB may play a role in regulating multiple genes involved in HCC development.
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spelling pubmed-62358942018-11-16 Clinical significance of APOB inactivation in hepatocellular carcinoma Lee, Gena Jeong, Yun Seong Kim, Do Won Kwak, Min Jun Koh, Jiwon Joo, Eun Wook Lee, Ju-Seog Kah, Susie Sim, Yeong-Eun Yim, Sun Young Exp Mol Med Article Recent findings from The Cancer Genome Atlas project have provided a comprehensive map of genomic alterations that occur in hepatocellular carcinoma (HCC), including unexpected mutations in apolipoprotein B (APOB). We aimed to determine the clinical significance of this non-oncogenetic mutation in HCC. An Apob gene signature was derived from genes that differed between control mice and mice treated with siRNA specific for Apob (1.5-fold difference; P < 0.005). Human gene expression data were collected from four independent HCC cohorts (n = 941). A prediction model was constructed using Bayesian compound covariate prediction, and the robustness of the APOB gene signature was validated in HCC cohorts. The correlation of the APOB signature with previously validated gene signatures was performed, and network analysis was conducted using ingenuity pathway analysis. APOB inactivation was associated with poor prognosis when the APOB gene signature was applied in all human HCC cohorts. Poor prognosis with APOB inactivation was consistently observed through cross-validation with previously reported gene signatures (NCIP A, HS, high-recurrence SNUR, and high RS subtypes). Knowledge-based gene network analysis using genes that differed between low-APOB and high-APOB groups in all four cohorts revealed that low-APOB activity was associated with upregulation of oncogenic and metastatic regulators, such as HGF, MTIF, ERBB2, FOXM1, and CD44, and inhibition of tumor suppressors, such as TP53 and PTEN. In conclusion, APOB inactivation is associated with poor outcome in patients with HCC, and APOB may play a role in regulating multiple genes involved in HCC development. Nature Publishing Group UK 2018-11-14 /pmc/articles/PMC6235894/ /pubmed/30429453 http://dx.doi.org/10.1038/s12276-018-0174-2 Text en © The Author(s) 2018 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Article
Lee, Gena
Jeong, Yun Seong
Kim, Do Won
Kwak, Min Jun
Koh, Jiwon
Joo, Eun Wook
Lee, Ju-Seog
Kah, Susie
Sim, Yeong-Eun
Yim, Sun Young
Clinical significance of APOB inactivation in hepatocellular carcinoma
title Clinical significance of APOB inactivation in hepatocellular carcinoma
title_full Clinical significance of APOB inactivation in hepatocellular carcinoma
title_fullStr Clinical significance of APOB inactivation in hepatocellular carcinoma
title_full_unstemmed Clinical significance of APOB inactivation in hepatocellular carcinoma
title_short Clinical significance of APOB inactivation in hepatocellular carcinoma
title_sort clinical significance of apob inactivation in hepatocellular carcinoma
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6235894/
https://www.ncbi.nlm.nih.gov/pubmed/30429453
http://dx.doi.org/10.1038/s12276-018-0174-2
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