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Potential methylation-regulated genes and pathways in hepatocellular neoplasm, not otherwise specified
BACKGROUND AND AIMS: The molecular basis of hepatocellular neoplasm, not otherwise specified (HCN-NOS) is unknown. We aimed to identify gene expression patterns, potential methylation-regulated genes and pathways that characterize the tumor, and its possible relationship to hepatoblastoma and hepato...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9532972/ https://www.ncbi.nlm.nih.gov/pubmed/36212481 http://dx.doi.org/10.3389/fonc.2022.952325 |
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author | Zhou, Shengmei Li, Meng Ostrow, Dejerianne Ruble, David Mascarenhas, Leo Pawel, Bruce Buckley, Jonathan David Triche, Timothy J. |
author_facet | Zhou, Shengmei Li, Meng Ostrow, Dejerianne Ruble, David Mascarenhas, Leo Pawel, Bruce Buckley, Jonathan David Triche, Timothy J. |
author_sort | Zhou, Shengmei |
collection | PubMed |
description | BACKGROUND AND AIMS: The molecular basis of hepatocellular neoplasm, not otherwise specified (HCN-NOS) is unknown. We aimed to identify gene expression patterns, potential methylation-regulated genes and pathways that characterize the tumor, and its possible relationship to hepatoblastoma and hepatocellular carcinoma (HCC). APPROACH & RESULTS: Parallel genome-wide profiling of gene expression (RNAseq) and DNA methylation (EPIC850) was performed on 4 pairs of pre-treatment HCN-NOS tumors and adjacent non-tumor controls. 2530 significantly differentially expressed genes (DEGs) were identified between tumors and controls. Many of these DEGs were associated with hepatoblastoma and/or HCC. Analysis Match in Ingenuity Pathway Analysis determined that the gene expression profile of HCN-NOS was unique but significantly similar to that of both hepatoblastoma and HCC. A total of 27,195 CpG sites (CpGs) were significantly differentially methylated (DM) between tumors and controls, with a global hypomethylation pattern and predominant CpG island hypermethylation in promotor regions. Aberrant DNA methylation predominated in Developmental Process and Molecular Function Regulator pathways. Embryonic stem cell pathways were significantly enriched. In total, 1055 aberrantly methylated (at CpGs) and differentially expressed genes were identified, including 25 upstream regulators and sixty-one potential CpG island methylation-regulated genes. Eight methylation-regulated genes (TCF3, MYBL2, SRC, HMGA2, PPARGC1A, SLC22A1, COL2A1 and MYCN) had highly consistent gene expression patterns and prognostic value in patients with HCC, based on comparison to publicly available datasets. CONCLUSIONS: HCN-NOS has a unique, stem-cell like gene expression and DNA methylation profile related to both hepatoblastoma and HCC but distinct therefrom. Further, 8 methylation-regulated genes associated with prognosis in HCC were identified. |
format | Online Article Text |
id | pubmed-9532972 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-95329722022-10-06 Potential methylation-regulated genes and pathways in hepatocellular neoplasm, not otherwise specified Zhou, Shengmei Li, Meng Ostrow, Dejerianne Ruble, David Mascarenhas, Leo Pawel, Bruce Buckley, Jonathan David Triche, Timothy J. Front Oncol Oncology BACKGROUND AND AIMS: The molecular basis of hepatocellular neoplasm, not otherwise specified (HCN-NOS) is unknown. We aimed to identify gene expression patterns, potential methylation-regulated genes and pathways that characterize the tumor, and its possible relationship to hepatoblastoma and hepatocellular carcinoma (HCC). APPROACH & RESULTS: Parallel genome-wide profiling of gene expression (RNAseq) and DNA methylation (EPIC850) was performed on 4 pairs of pre-treatment HCN-NOS tumors and adjacent non-tumor controls. 2530 significantly differentially expressed genes (DEGs) were identified between tumors and controls. Many of these DEGs were associated with hepatoblastoma and/or HCC. Analysis Match in Ingenuity Pathway Analysis determined that the gene expression profile of HCN-NOS was unique but significantly similar to that of both hepatoblastoma and HCC. A total of 27,195 CpG sites (CpGs) were significantly differentially methylated (DM) between tumors and controls, with a global hypomethylation pattern and predominant CpG island hypermethylation in promotor regions. Aberrant DNA methylation predominated in Developmental Process and Molecular Function Regulator pathways. Embryonic stem cell pathways were significantly enriched. In total, 1055 aberrantly methylated (at CpGs) and differentially expressed genes were identified, including 25 upstream regulators and sixty-one potential CpG island methylation-regulated genes. Eight methylation-regulated genes (TCF3, MYBL2, SRC, HMGA2, PPARGC1A, SLC22A1, COL2A1 and MYCN) had highly consistent gene expression patterns and prognostic value in patients with HCC, based on comparison to publicly available datasets. CONCLUSIONS: HCN-NOS has a unique, stem-cell like gene expression and DNA methylation profile related to both hepatoblastoma and HCC but distinct therefrom. Further, 8 methylation-regulated genes associated with prognosis in HCC were identified. Frontiers Media S.A. 2022-09-21 /pmc/articles/PMC9532972/ /pubmed/36212481 http://dx.doi.org/10.3389/fonc.2022.952325 Text en Copyright © 2022 Zhou, Li, Ostrow, Ruble, Mascarenhas, Pawel, Buckley and Triche https://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 Zhou, Shengmei Li, Meng Ostrow, Dejerianne Ruble, David Mascarenhas, Leo Pawel, Bruce Buckley, Jonathan David Triche, Timothy J. Potential methylation-regulated genes and pathways in hepatocellular neoplasm, not otherwise specified |
title | Potential methylation-regulated genes and pathways in hepatocellular neoplasm, not otherwise specified |
title_full | Potential methylation-regulated genes and pathways in hepatocellular neoplasm, not otherwise specified |
title_fullStr | Potential methylation-regulated genes and pathways in hepatocellular neoplasm, not otherwise specified |
title_full_unstemmed | Potential methylation-regulated genes and pathways in hepatocellular neoplasm, not otherwise specified |
title_short | Potential methylation-regulated genes and pathways in hepatocellular neoplasm, not otherwise specified |
title_sort | potential methylation-regulated genes and pathways in hepatocellular neoplasm, not otherwise specified |
topic | Oncology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9532972/ https://www.ncbi.nlm.nih.gov/pubmed/36212481 http://dx.doi.org/10.3389/fonc.2022.952325 |
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