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Development and validation of genomic and epigenomic signatures associated with tumor immune microenvironment in hepatoblastoma
BACKGROUND: This study aimed to probe and verify aberrantly methylated and expressed genes in hepatoblastoma and to analyze their interactions with tumor immune microenvironment. METHODS: Aberrantly methylated and expressed genes were obtained by comprehensively analyzing gene expression and DNA met...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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BioMed Central
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8555350/ https://www.ncbi.nlm.nih.gov/pubmed/34711185 http://dx.doi.org/10.1186/s12885-021-08893-3 |
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author | Zhang, Yanbing Zhang, Tian Yin, Qiang Luo, Haiyan |
author_facet | Zhang, Yanbing Zhang, Tian Yin, Qiang Luo, Haiyan |
author_sort | Zhang, Yanbing |
collection | PubMed |
description | BACKGROUND: This study aimed to probe and verify aberrantly methylated and expressed genes in hepatoblastoma and to analyze their interactions with tumor immune microenvironment. METHODS: Aberrantly methylated and expressed genes were obtained by comprehensively analyzing gene expression and DNA methylation profiles from GSE81928, GSE75271 and GSE78732 datasets. Their biological functions were predicted by the STRING and Metascape databases. CIBERSORT was utilized for inferring the compositions of tumor-infiltrating immune cells (TIICs) in each sample. Correlation between hub genes and immune cells was then analyzed. Hub genes were validated in hepatoblastoma tissues via western blot or immunohistochemistry. After transfection with sh-NOTUM, migration and invasion of HuH-6 and HepG2 cells were investigated. The nude mouse tumorigenesis model was constructed. RESULTS: Totally, 83 aberrantly methylated and expressed genes were determined in hepatoblastoma, which were mainly involved in metabolic and cancer-related pathways. Moreover, their expression was liver-specific. 13 hub genes were screened, which were closely related to immune cells in hepatoblastoma tissues. Among them, it was confirmed that AXIN2, LAMB1 and NOTUM were up-regulated and SERPINC1 was down-regulated in hepatoblastoma than normal tissues. NOTUM knockdown distinctly weakened migration and invasion of HuH-6 and HepG2 cells and tumor growth in vivo. CONCLUSIONS: This study identified aberrantly methylated and expressed signatures that were in relation to immune microenvironment in hepatoblastoma. Targeting NOTUM hub gene could suppress migration and invasion of hepatoblastoma cells. Thus, these aberrantly methylated and expressed genes might act as therapeutic agents in hepatoblastoma therapy. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12885-021-08893-3. |
format | Online Article Text |
id | pubmed-8555350 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-85553502021-10-29 Development and validation of genomic and epigenomic signatures associated with tumor immune microenvironment in hepatoblastoma Zhang, Yanbing Zhang, Tian Yin, Qiang Luo, Haiyan BMC Cancer Research BACKGROUND: This study aimed to probe and verify aberrantly methylated and expressed genes in hepatoblastoma and to analyze their interactions with tumor immune microenvironment. METHODS: Aberrantly methylated and expressed genes were obtained by comprehensively analyzing gene expression and DNA methylation profiles from GSE81928, GSE75271 and GSE78732 datasets. Their biological functions were predicted by the STRING and Metascape databases. CIBERSORT was utilized for inferring the compositions of tumor-infiltrating immune cells (TIICs) in each sample. Correlation between hub genes and immune cells was then analyzed. Hub genes were validated in hepatoblastoma tissues via western blot or immunohistochemistry. After transfection with sh-NOTUM, migration and invasion of HuH-6 and HepG2 cells were investigated. The nude mouse tumorigenesis model was constructed. RESULTS: Totally, 83 aberrantly methylated and expressed genes were determined in hepatoblastoma, which were mainly involved in metabolic and cancer-related pathways. Moreover, their expression was liver-specific. 13 hub genes were screened, which were closely related to immune cells in hepatoblastoma tissues. Among them, it was confirmed that AXIN2, LAMB1 and NOTUM were up-regulated and SERPINC1 was down-regulated in hepatoblastoma than normal tissues. NOTUM knockdown distinctly weakened migration and invasion of HuH-6 and HepG2 cells and tumor growth in vivo. CONCLUSIONS: This study identified aberrantly methylated and expressed signatures that were in relation to immune microenvironment in hepatoblastoma. Targeting NOTUM hub gene could suppress migration and invasion of hepatoblastoma cells. Thus, these aberrantly methylated and expressed genes might act as therapeutic agents in hepatoblastoma therapy. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12885-021-08893-3. BioMed Central 2021-10-29 /pmc/articles/PMC8555350/ /pubmed/34711185 http://dx.doi.org/10.1186/s12885-021-08893-3 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open AccessThis 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 licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence 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 licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Zhang, Yanbing Zhang, Tian Yin, Qiang Luo, Haiyan Development and validation of genomic and epigenomic signatures associated with tumor immune microenvironment in hepatoblastoma |
title | Development and validation of genomic and epigenomic signatures associated with tumor immune microenvironment in hepatoblastoma |
title_full | Development and validation of genomic and epigenomic signatures associated with tumor immune microenvironment in hepatoblastoma |
title_fullStr | Development and validation of genomic and epigenomic signatures associated with tumor immune microenvironment in hepatoblastoma |
title_full_unstemmed | Development and validation of genomic and epigenomic signatures associated with tumor immune microenvironment in hepatoblastoma |
title_short | Development and validation of genomic and epigenomic signatures associated with tumor immune microenvironment in hepatoblastoma |
title_sort | development and validation of genomic and epigenomic signatures associated with tumor immune microenvironment in hepatoblastoma |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8555350/ https://www.ncbi.nlm.nih.gov/pubmed/34711185 http://dx.doi.org/10.1186/s12885-021-08893-3 |
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