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Integrated methylome and transcriptome analysis reveals novel regulatory elements in pediatric acute lymphoblastic leukemia

Acute lymphoblastic leukemia (ALL) is the most common cancer diagnosed in children under the age of 15. In addition to genetic aberrations, epigenetic modifications such as DNA methylation are altered in cancer and impact gene expression. To identify epigenetic alterations in ALL, genome-wide methyl...

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Autores principales: Almamun, Md, Levinson, Benjamin T, van Swaay, Annette C, Johnson, Nathan T, McKay, Stephanie D, Arthur, Gerald L, Davis, J Wade, Taylor, Kristen H
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Taylor & Francis 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4622668/
https://www.ncbi.nlm.nih.gov/pubmed/26308964
http://dx.doi.org/10.1080/15592294.2015.1078050
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author Almamun, Md
Levinson, Benjamin T
van Swaay, Annette C
Johnson, Nathan T
McKay, Stephanie D
Arthur, Gerald L
Davis, J Wade
Taylor, Kristen H
author_facet Almamun, Md
Levinson, Benjamin T
van Swaay, Annette C
Johnson, Nathan T
McKay, Stephanie D
Arthur, Gerald L
Davis, J Wade
Taylor, Kristen H
author_sort Almamun, Md
collection PubMed
description Acute lymphoblastic leukemia (ALL) is the most common cancer diagnosed in children under the age of 15. In addition to genetic aberrations, epigenetic modifications such as DNA methylation are altered in cancer and impact gene expression. To identify epigenetic alterations in ALL, genome-wide methylation profiles were generated using the methylated CpG island recovery assay followed by next-generation sequencing. More than 25,000 differentially methylated regions (DMR) were observed in ALL patients with ∼90% present within intronic or intergenic regions. To determine the regulatory potential of the DMR, whole-transcriptome analysis was performed and integrated with methylation data. Aberrant promoter methylation was associated with the altered expression of genes involved in transcriptional regulation, apoptosis, and proliferation. Novel enhancer-like sequences were identified within intronic and intergenic DMR. Aberrant methylation in these regions was associated with the altered expression of neighboring genes involved in cell cycle processes, lymphocyte activation and apoptosis. These genes include potential epi-driver genes, such as SYNE1, PTPRS, PAWR, HDAC9, RGCC, MCOLN2, LYN, TRAF3, FLT1, and MELK, which may provide a selective advantage to leukemic cells. In addition, the differential expression of epigenetic modifier genes, pseudogenes, and non-coding RNAs was also observed accentuating the role of erroneous epigenetic gene regulation in ALL.
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spelling pubmed-46226682016-02-03 Integrated methylome and transcriptome analysis reveals novel regulatory elements in pediatric acute lymphoblastic leukemia Almamun, Md Levinson, Benjamin T van Swaay, Annette C Johnson, Nathan T McKay, Stephanie D Arthur, Gerald L Davis, J Wade Taylor, Kristen H Epigenetics Research Paper Acute lymphoblastic leukemia (ALL) is the most common cancer diagnosed in children under the age of 15. In addition to genetic aberrations, epigenetic modifications such as DNA methylation are altered in cancer and impact gene expression. To identify epigenetic alterations in ALL, genome-wide methylation profiles were generated using the methylated CpG island recovery assay followed by next-generation sequencing. More than 25,000 differentially methylated regions (DMR) were observed in ALL patients with ∼90% present within intronic or intergenic regions. To determine the regulatory potential of the DMR, whole-transcriptome analysis was performed and integrated with methylation data. Aberrant promoter methylation was associated with the altered expression of genes involved in transcriptional regulation, apoptosis, and proliferation. Novel enhancer-like sequences were identified within intronic and intergenic DMR. Aberrant methylation in these regions was associated with the altered expression of neighboring genes involved in cell cycle processes, lymphocyte activation and apoptosis. These genes include potential epi-driver genes, such as SYNE1, PTPRS, PAWR, HDAC9, RGCC, MCOLN2, LYN, TRAF3, FLT1, and MELK, which may provide a selective advantage to leukemic cells. In addition, the differential expression of epigenetic modifier genes, pseudogenes, and non-coding RNAs was also observed accentuating the role of erroneous epigenetic gene regulation in ALL. Taylor & Francis 2015-08-26 /pmc/articles/PMC4622668/ /pubmed/26308964 http://dx.doi.org/10.1080/15592294.2015.1078050 Text en © 2015 The Author(s). Published with license by Taylor & Francis Group, LLC http://creativecommons.org/licenses/by-nc/3.0/ This is an Open Access article distributed under the terms of the Creative Commons Attribution-Non-Commercial License (http://creativecommons.org/licenses/by-nc/3.0/), which permits unrestricted non-commercial use, distribution, and reproduction in any medium, provided the original work is properly cited. The moral rights of the named author(s) have been asserted.
spellingShingle Research Paper
Almamun, Md
Levinson, Benjamin T
van Swaay, Annette C
Johnson, Nathan T
McKay, Stephanie D
Arthur, Gerald L
Davis, J Wade
Taylor, Kristen H
Integrated methylome and transcriptome analysis reveals novel regulatory elements in pediatric acute lymphoblastic leukemia
title Integrated methylome and transcriptome analysis reveals novel regulatory elements in pediatric acute lymphoblastic leukemia
title_full Integrated methylome and transcriptome analysis reveals novel regulatory elements in pediatric acute lymphoblastic leukemia
title_fullStr Integrated methylome and transcriptome analysis reveals novel regulatory elements in pediatric acute lymphoblastic leukemia
title_full_unstemmed Integrated methylome and transcriptome analysis reveals novel regulatory elements in pediatric acute lymphoblastic leukemia
title_short Integrated methylome and transcriptome analysis reveals novel regulatory elements in pediatric acute lymphoblastic leukemia
title_sort integrated methylome and transcriptome analysis reveals novel regulatory elements in pediatric acute lymphoblastic leukemia
topic Research Paper
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4622668/
https://www.ncbi.nlm.nih.gov/pubmed/26308964
http://dx.doi.org/10.1080/15592294.2015.1078050
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