Cargando…

iGEM as a human iPS cell-based global epigenetic modulation detection assay provides throughput characterization of chemicals affecting DNA methylation

Chemical-induced dysregulation of DNA methylation during the fetal period is known to contribute to developmental disorders or increase the risk of certain diseases later in life. In this study, we developed an iGEM (iPS cell-based global epigenetic modulation) detection assay using human induced pl...

Descripción completa

Detalles Bibliográficos
Autores principales: Otsuka, Satoshi, Qin, Xian-Yang, Wang, Wenlong, Ito, Tomohiro, Nansai, Hiroko, Abe, Kuniya, Fujibuchi, Wataru, Nakao, Yoichi, Sone, Hideko
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10125974/
https://www.ncbi.nlm.nih.gov/pubmed/37095195
http://dx.doi.org/10.1038/s41598-023-33729-4
_version_ 1785030137242189824
author Otsuka, Satoshi
Qin, Xian-Yang
Wang, Wenlong
Ito, Tomohiro
Nansai, Hiroko
Abe, Kuniya
Fujibuchi, Wataru
Nakao, Yoichi
Sone, Hideko
author_facet Otsuka, Satoshi
Qin, Xian-Yang
Wang, Wenlong
Ito, Tomohiro
Nansai, Hiroko
Abe, Kuniya
Fujibuchi, Wataru
Nakao, Yoichi
Sone, Hideko
author_sort Otsuka, Satoshi
collection PubMed
description Chemical-induced dysregulation of DNA methylation during the fetal period is known to contribute to developmental disorders or increase the risk of certain diseases later in life. In this study, we developed an iGEM (iPS cell-based global epigenetic modulation) detection assay using human induced pluripotent stem (hiPS) cells that express a fluorescently labeled methyl-CpG-binding domain (MBD), which enables a high-throughput screening of epigenetic teratogens/mutagens. 135 chemicals with known cardiotoxicity and carcinogenicity were categorized according to the MBD signal intensity, which reflects the degree of nuclear spatial distribution/concentration of DNA methylation. Further biological characterization through machine-learning analysis that integrated genome-wide DNA methylation, gene expression profiling, and knowledge-based pathway analysis revealed that chemicals with hyperactive MBD signals strongly associated their effects on DNA methylation and expression of genes involved in cell cycle and development. These results demonstrated that our MBD-based integrated analytical system is a powerful framework for detecting epigenetic compounds and providing mechanism insights of pharmaceutical development for sustainable human health.
format Online
Article
Text
id pubmed-10125974
institution National Center for Biotechnology Information
language English
publishDate 2023
publisher Nature Publishing Group UK
record_format MEDLINE/PubMed
spelling pubmed-101259742023-04-26 iGEM as a human iPS cell-based global epigenetic modulation detection assay provides throughput characterization of chemicals affecting DNA methylation Otsuka, Satoshi Qin, Xian-Yang Wang, Wenlong Ito, Tomohiro Nansai, Hiroko Abe, Kuniya Fujibuchi, Wataru Nakao, Yoichi Sone, Hideko Sci Rep Article Chemical-induced dysregulation of DNA methylation during the fetal period is known to contribute to developmental disorders or increase the risk of certain diseases later in life. In this study, we developed an iGEM (iPS cell-based global epigenetic modulation) detection assay using human induced pluripotent stem (hiPS) cells that express a fluorescently labeled methyl-CpG-binding domain (MBD), which enables a high-throughput screening of epigenetic teratogens/mutagens. 135 chemicals with known cardiotoxicity and carcinogenicity were categorized according to the MBD signal intensity, which reflects the degree of nuclear spatial distribution/concentration of DNA methylation. Further biological characterization through machine-learning analysis that integrated genome-wide DNA methylation, gene expression profiling, and knowledge-based pathway analysis revealed that chemicals with hyperactive MBD signals strongly associated their effects on DNA methylation and expression of genes involved in cell cycle and development. These results demonstrated that our MBD-based integrated analytical system is a powerful framework for detecting epigenetic compounds and providing mechanism insights of pharmaceutical development for sustainable human health. Nature Publishing Group UK 2023-04-24 /pmc/articles/PMC10125974/ /pubmed/37095195 http://dx.doi.org/10.1038/s41598-023-33729-4 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
Otsuka, Satoshi
Qin, Xian-Yang
Wang, Wenlong
Ito, Tomohiro
Nansai, Hiroko
Abe, Kuniya
Fujibuchi, Wataru
Nakao, Yoichi
Sone, Hideko
iGEM as a human iPS cell-based global epigenetic modulation detection assay provides throughput characterization of chemicals affecting DNA methylation
title iGEM as a human iPS cell-based global epigenetic modulation detection assay provides throughput characterization of chemicals affecting DNA methylation
title_full iGEM as a human iPS cell-based global epigenetic modulation detection assay provides throughput characterization of chemicals affecting DNA methylation
title_fullStr iGEM as a human iPS cell-based global epigenetic modulation detection assay provides throughput characterization of chemicals affecting DNA methylation
title_full_unstemmed iGEM as a human iPS cell-based global epigenetic modulation detection assay provides throughput characterization of chemicals affecting DNA methylation
title_short iGEM as a human iPS cell-based global epigenetic modulation detection assay provides throughput characterization of chemicals affecting DNA methylation
title_sort igem as a human ips cell-based global epigenetic modulation detection assay provides throughput characterization of chemicals affecting dna methylation
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10125974/
https://www.ncbi.nlm.nih.gov/pubmed/37095195
http://dx.doi.org/10.1038/s41598-023-33729-4
work_keys_str_mv AT otsukasatoshi igemasahumanipscellbasedglobalepigeneticmodulationdetectionassayprovidesthroughputcharacterizationofchemicalsaffectingdnamethylation
AT qinxianyang igemasahumanipscellbasedglobalepigeneticmodulationdetectionassayprovidesthroughputcharacterizationofchemicalsaffectingdnamethylation
AT wangwenlong igemasahumanipscellbasedglobalepigeneticmodulationdetectionassayprovidesthroughputcharacterizationofchemicalsaffectingdnamethylation
AT itotomohiro igemasahumanipscellbasedglobalepigeneticmodulationdetectionassayprovidesthroughputcharacterizationofchemicalsaffectingdnamethylation
AT nansaihiroko igemasahumanipscellbasedglobalepigeneticmodulationdetectionassayprovidesthroughputcharacterizationofchemicalsaffectingdnamethylation
AT abekuniya igemasahumanipscellbasedglobalepigeneticmodulationdetectionassayprovidesthroughputcharacterizationofchemicalsaffectingdnamethylation
AT fujibuchiwataru igemasahumanipscellbasedglobalepigeneticmodulationdetectionassayprovidesthroughputcharacterizationofchemicalsaffectingdnamethylation
AT nakaoyoichi igemasahumanipscellbasedglobalepigeneticmodulationdetectionassayprovidesthroughputcharacterizationofchemicalsaffectingdnamethylation
AT sonehideko igemasahumanipscellbasedglobalepigeneticmodulationdetectionassayprovidesthroughputcharacterizationofchemicalsaffectingdnamethylation