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Identification of novel hypermethylated or hypomethylated CpG sites and genes associated with anthracycline-induced cardiomyopathy
Anthracycline-induced cardiomyopathy is a leading cause of late morbidity in childhood cancer survivors. Aberrant DNA methylation plays a role in de novo cardiovascular disease. Epigenetic processes could play a role in anthracycline-induced cardiomyopathy but remain unstudied. We sought to examine...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Nature Publishing Group UK
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10403495/ https://www.ncbi.nlm.nih.gov/pubmed/37542143 http://dx.doi.org/10.1038/s41598-023-39357-2 |
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author | Singh, Purnima Zhou, Liting Shah, Disheet A. Cejas, Romina B. Crossman, David K. Jouni, Mariam Magdy, Tarek Wang, Xuexia Sharafeldin, Noha Hageman, Lindsey McKenna, Donald E. Horvath, Steve Armenian, Saro H. Balis, Frank M. Hawkins, Douglas S. Keller, Frank G. Hudson, Melissa M. Neglia, Joseph P. Ritchey, A. Kim Ginsberg, Jill P. Landier, Wendy Burridge, Paul W. Bhatia, Smita |
author_facet | Singh, Purnima Zhou, Liting Shah, Disheet A. Cejas, Romina B. Crossman, David K. Jouni, Mariam Magdy, Tarek Wang, Xuexia Sharafeldin, Noha Hageman, Lindsey McKenna, Donald E. Horvath, Steve Armenian, Saro H. Balis, Frank M. Hawkins, Douglas S. Keller, Frank G. Hudson, Melissa M. Neglia, Joseph P. Ritchey, A. Kim Ginsberg, Jill P. Landier, Wendy Burridge, Paul W. Bhatia, Smita |
author_sort | Singh, Purnima |
collection | PubMed |
description | Anthracycline-induced cardiomyopathy is a leading cause of late morbidity in childhood cancer survivors. Aberrant DNA methylation plays a role in de novo cardiovascular disease. Epigenetic processes could play a role in anthracycline-induced cardiomyopathy but remain unstudied. We sought to examine if genome-wide differential methylation at ‘CpG’ sites in peripheral blood DNA is associated with anthracycline-induced cardiomyopathy. This report used participants from a matched case–control study; 52 non-Hispanic White, anthracycline-exposed childhood cancer survivors with cardiomyopathy were matched 1:1 with 52 survivors with no cardiomyopathy. Paired ChAMP (Chip Analysis Methylation Pipeline) with integrated reference-based deconvolution of adult peripheral blood DNA methylation was used to analyze data from Illumina HumanMethylation EPIC BeadChip arrays. An epigenome-wide association study (EWAS) was performed, and the model was adjusted for GrimAge, sex, interaction terms of age at enrollment, chest radiation, age at diagnosis squared, and cardiovascular risk factors (CVRFs: diabetes, hypertension, dyslipidemia). Prioritized genes were functionally validated by gene knockout in human induced pluripotent stem cell cardiomyocytes (hiPSC-CMs) using CRISPR/Cas9 technology. DNA-methylation EPIC array analyses identified 32 differentially methylated probes (DMP: 15 hyper-methylated and 17 hypo-methylated probes) that overlap with 23 genes and 9 intergenic regions. Three hundred and fifty-four differential methylated regions (DMRs) were also identified. Several of these genes are associated with cardiac dysfunction. Knockout of genes EXO6CB, FCHSD2, NIPAL2, and SYNPO2 in hiPSC-CMs increased sensitivity to doxorubicin. In addition, EWAS analysis identified hypo-methylation of probe ‘cg15939386’ in gene RORA to be significantly associated with anthracycline-induced cardiomyopathy. In this genome-wide DNA methylation profile study, we observed significant differences in DNA methylation at the CpG level between anthracycline-exposed childhood cancer survivors with and without cardiomyopathy, implicating differential DNA methylation of certain genes could play a role in pathogenesis of anthracycline-induced cardiomyopathy. |
format | Online Article Text |
id | pubmed-10403495 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-104034952023-08-06 Identification of novel hypermethylated or hypomethylated CpG sites and genes associated with anthracycline-induced cardiomyopathy Singh, Purnima Zhou, Liting Shah, Disheet A. Cejas, Romina B. Crossman, David K. Jouni, Mariam Magdy, Tarek Wang, Xuexia Sharafeldin, Noha Hageman, Lindsey McKenna, Donald E. Horvath, Steve Armenian, Saro H. Balis, Frank M. Hawkins, Douglas S. Keller, Frank G. Hudson, Melissa M. Neglia, Joseph P. Ritchey, A. Kim Ginsberg, Jill P. Landier, Wendy Burridge, Paul W. Bhatia, Smita Sci Rep Article Anthracycline-induced cardiomyopathy is a leading cause of late morbidity in childhood cancer survivors. Aberrant DNA methylation plays a role in de novo cardiovascular disease. Epigenetic processes could play a role in anthracycline-induced cardiomyopathy but remain unstudied. We sought to examine if genome-wide differential methylation at ‘CpG’ sites in peripheral blood DNA is associated with anthracycline-induced cardiomyopathy. This report used participants from a matched case–control study; 52 non-Hispanic White, anthracycline-exposed childhood cancer survivors with cardiomyopathy were matched 1:1 with 52 survivors with no cardiomyopathy. Paired ChAMP (Chip Analysis Methylation Pipeline) with integrated reference-based deconvolution of adult peripheral blood DNA methylation was used to analyze data from Illumina HumanMethylation EPIC BeadChip arrays. An epigenome-wide association study (EWAS) was performed, and the model was adjusted for GrimAge, sex, interaction terms of age at enrollment, chest radiation, age at diagnosis squared, and cardiovascular risk factors (CVRFs: diabetes, hypertension, dyslipidemia). Prioritized genes were functionally validated by gene knockout in human induced pluripotent stem cell cardiomyocytes (hiPSC-CMs) using CRISPR/Cas9 technology. DNA-methylation EPIC array analyses identified 32 differentially methylated probes (DMP: 15 hyper-methylated and 17 hypo-methylated probes) that overlap with 23 genes and 9 intergenic regions. Three hundred and fifty-four differential methylated regions (DMRs) were also identified. Several of these genes are associated with cardiac dysfunction. Knockout of genes EXO6CB, FCHSD2, NIPAL2, and SYNPO2 in hiPSC-CMs increased sensitivity to doxorubicin. In addition, EWAS analysis identified hypo-methylation of probe ‘cg15939386’ in gene RORA to be significantly associated with anthracycline-induced cardiomyopathy. In this genome-wide DNA methylation profile study, we observed significant differences in DNA methylation at the CpG level between anthracycline-exposed childhood cancer survivors with and without cardiomyopathy, implicating differential DNA methylation of certain genes could play a role in pathogenesis of anthracycline-induced cardiomyopathy. Nature Publishing Group UK 2023-08-04 /pmc/articles/PMC10403495/ /pubmed/37542143 http://dx.doi.org/10.1038/s41598-023-39357-2 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/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 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/) . |
spellingShingle | Article Singh, Purnima Zhou, Liting Shah, Disheet A. Cejas, Romina B. Crossman, David K. Jouni, Mariam Magdy, Tarek Wang, Xuexia Sharafeldin, Noha Hageman, Lindsey McKenna, Donald E. Horvath, Steve Armenian, Saro H. Balis, Frank M. Hawkins, Douglas S. Keller, Frank G. Hudson, Melissa M. Neglia, Joseph P. Ritchey, A. Kim Ginsberg, Jill P. Landier, Wendy Burridge, Paul W. Bhatia, Smita Identification of novel hypermethylated or hypomethylated CpG sites and genes associated with anthracycline-induced cardiomyopathy |
title | Identification of novel hypermethylated or hypomethylated CpG sites and genes associated with anthracycline-induced cardiomyopathy |
title_full | Identification of novel hypermethylated or hypomethylated CpG sites and genes associated with anthracycline-induced cardiomyopathy |
title_fullStr | Identification of novel hypermethylated or hypomethylated CpG sites and genes associated with anthracycline-induced cardiomyopathy |
title_full_unstemmed | Identification of novel hypermethylated or hypomethylated CpG sites and genes associated with anthracycline-induced cardiomyopathy |
title_short | Identification of novel hypermethylated or hypomethylated CpG sites and genes associated with anthracycline-induced cardiomyopathy |
title_sort | identification of novel hypermethylated or hypomethylated cpg sites and genes associated with anthracycline-induced cardiomyopathy |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10403495/ https://www.ncbi.nlm.nih.gov/pubmed/37542143 http://dx.doi.org/10.1038/s41598-023-39357-2 |
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