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High-Level MYCN-Amplified RB1-Proficient Retinoblastoma Tumors Retain Distinct Molecular Signatures
PURPOSE: Retinoblastomas are malignant eye tumors diagnosed in young children. Most retinoblastomas are genetically characterized by biallelic inactivation of the RB1 gene. However, 1.5% of tumors demonstrate high-level amplification of the proto-oncogene MYCN. Patients with MYCN-amplified RB1-profi...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9559112/ https://www.ncbi.nlm.nih.gov/pubmed/36245757 http://dx.doi.org/10.1016/j.xops.2022.100188 |
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author | Roohollahi, Khashayar de Jong, Yvonne van Mil, Saskia E. Fabius, Armida W.M. Moll, Annette C. Dorsman, Josephine C. |
author_facet | Roohollahi, Khashayar de Jong, Yvonne van Mil, Saskia E. Fabius, Armida W.M. Moll, Annette C. Dorsman, Josephine C. |
author_sort | Roohollahi, Khashayar |
collection | PubMed |
description | PURPOSE: Retinoblastomas are malignant eye tumors diagnosed in young children. Most retinoblastomas are genetically characterized by biallelic inactivation of the RB1 gene. However, 1.5% of tumors demonstrate high-level amplification of the proto-oncogene MYCN. Patients with MYCN-amplified RB1-proficient retinoblastoma receive a diagnosis at an earlier age and show a clinically and histologically more malignant phenotype. This study aimed to identify genome-wide molecular features that distinguish this subtype from other retinoblastomas. DESIGN: Cohort study. PARTICIPANTS: Forty-seven retinoblastoma tumors, comprising 36 RB1(–/–), 4 RB1(+/–), and 7 RB1(+/+) tumors. In total, 5 retinoblastomas displayed high-level MYCN amplification, with 3 being RB1(+/+), 1 being RB1(+/–), and 1 being RB1(–/–). METHODS: Integrated analysis, based on gene expression, methylation, and methylation-expression correlations, was performed to identify distinct molecular components of MYCN-amplified RB1-proficient retinoblastomas compared with other retinoblastoma subtypes. The methylation and methylation-expression correlation analysis was initially conducted within a subset of samples (n = 15) for which methylation profiles were available. The significant findings were cross-validated in the entire cohort (n = 47) and in publicly available data. MAIN OUTCOME MEASURES: Differentially expressed genes/pathways, differentially methylated genes, and methylation-driven differential gene expression. RESULTS: A large number of genes (n = 3155) were identified with distinct expression patterns in MYCN-amplified RB1-proficient retinoblastomas. The upregulated and downregulated genes were associated with translation and cell-cycle processes, respectively. Methylation analysis revealed distinct methylated patterns in MYCN-amplified RB1-proficient tumors, many of which showing significant impact on gene expression. Data integration identified a 40-gene expression signature with hypermethylated state resulting in a significant downregulation in MYCN-amplified RB1-proficient retinoblastomas. Cross-validation using the entire cohort and the public domain expression data verified the overall lower expression of these genes not only in retinoblastomas with a MYCN-amplified RB1-proficient background, but also in MYCN-amplified neuroblastomas. These include the metabolism-associated TSTD1 gene and the cyclin-dependent kinase inhibitor gene CDKN2C. CONCLUSIONS: MYCN-amplified RB1-proficient retinoblastomas display significantly distinct molecular features compared with other retinoblastomas, including a set of 40 hypermethylation-driven downregulated genes. This gene set can give insight into the biology of MYCN-amplified retinoblastomas and may help us to understand the more aggressive clinical behavior. |
format | Online Article Text |
id | pubmed-9559112 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-95591122022-10-14 High-Level MYCN-Amplified RB1-Proficient Retinoblastoma Tumors Retain Distinct Molecular Signatures Roohollahi, Khashayar de Jong, Yvonne van Mil, Saskia E. Fabius, Armida W.M. Moll, Annette C. Dorsman, Josephine C. Ophthalmol Sci Original Article PURPOSE: Retinoblastomas are malignant eye tumors diagnosed in young children. Most retinoblastomas are genetically characterized by biallelic inactivation of the RB1 gene. However, 1.5% of tumors demonstrate high-level amplification of the proto-oncogene MYCN. Patients with MYCN-amplified RB1-proficient retinoblastoma receive a diagnosis at an earlier age and show a clinically and histologically more malignant phenotype. This study aimed to identify genome-wide molecular features that distinguish this subtype from other retinoblastomas. DESIGN: Cohort study. PARTICIPANTS: Forty-seven retinoblastoma tumors, comprising 36 RB1(–/–), 4 RB1(+/–), and 7 RB1(+/+) tumors. In total, 5 retinoblastomas displayed high-level MYCN amplification, with 3 being RB1(+/+), 1 being RB1(+/–), and 1 being RB1(–/–). METHODS: Integrated analysis, based on gene expression, methylation, and methylation-expression correlations, was performed to identify distinct molecular components of MYCN-amplified RB1-proficient retinoblastomas compared with other retinoblastoma subtypes. The methylation and methylation-expression correlation analysis was initially conducted within a subset of samples (n = 15) for which methylation profiles were available. The significant findings were cross-validated in the entire cohort (n = 47) and in publicly available data. MAIN OUTCOME MEASURES: Differentially expressed genes/pathways, differentially methylated genes, and methylation-driven differential gene expression. RESULTS: A large number of genes (n = 3155) were identified with distinct expression patterns in MYCN-amplified RB1-proficient retinoblastomas. The upregulated and downregulated genes were associated with translation and cell-cycle processes, respectively. Methylation analysis revealed distinct methylated patterns in MYCN-amplified RB1-proficient tumors, many of which showing significant impact on gene expression. Data integration identified a 40-gene expression signature with hypermethylated state resulting in a significant downregulation in MYCN-amplified RB1-proficient retinoblastomas. Cross-validation using the entire cohort and the public domain expression data verified the overall lower expression of these genes not only in retinoblastomas with a MYCN-amplified RB1-proficient background, but also in MYCN-amplified neuroblastomas. These include the metabolism-associated TSTD1 gene and the cyclin-dependent kinase inhibitor gene CDKN2C. CONCLUSIONS: MYCN-amplified RB1-proficient retinoblastomas display significantly distinct molecular features compared with other retinoblastomas, including a set of 40 hypermethylation-driven downregulated genes. This gene set can give insight into the biology of MYCN-amplified retinoblastomas and may help us to understand the more aggressive clinical behavior. Elsevier 2022-06-20 /pmc/articles/PMC9559112/ /pubmed/36245757 http://dx.doi.org/10.1016/j.xops.2022.100188 Text en © 2022 by the American Academy of Ophthalmology. https://creativecommons.org/licenses/by/4.0/This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Original Article Roohollahi, Khashayar de Jong, Yvonne van Mil, Saskia E. Fabius, Armida W.M. Moll, Annette C. Dorsman, Josephine C. High-Level MYCN-Amplified RB1-Proficient Retinoblastoma Tumors Retain Distinct Molecular Signatures |
title | High-Level MYCN-Amplified RB1-Proficient Retinoblastoma Tumors Retain Distinct Molecular Signatures |
title_full | High-Level MYCN-Amplified RB1-Proficient Retinoblastoma Tumors Retain Distinct Molecular Signatures |
title_fullStr | High-Level MYCN-Amplified RB1-Proficient Retinoblastoma Tumors Retain Distinct Molecular Signatures |
title_full_unstemmed | High-Level MYCN-Amplified RB1-Proficient Retinoblastoma Tumors Retain Distinct Molecular Signatures |
title_short | High-Level MYCN-Amplified RB1-Proficient Retinoblastoma Tumors Retain Distinct Molecular Signatures |
title_sort | high-level mycn-amplified rb1-proficient retinoblastoma tumors retain distinct molecular signatures |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9559112/ https://www.ncbi.nlm.nih.gov/pubmed/36245757 http://dx.doi.org/10.1016/j.xops.2022.100188 |
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