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Epigenetic regulation of gene expression in Chinese Hamster Ovary cells in response to the changing environment of a batch culture

The existence of dynamic cellular phenotypes in changing environmental conditions is of major interest for cell biologists who aim to understand the mechanism and sequence of regulation of gene expression. In the context of therapeutic protein production by Chinese Hamster Ovary (CHO) cells, a detai...

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Autores principales: Hernandez, Inmaculada, Dhiman, Heena, Klanert, Gerald, Jadhav, Vaibhav, Auer, Norbert, Hanscho, Michael, Baumann, Martina, Esteve‐Codina, Anna, Dabad, Marc, Gómez, Jessica, Alioto, Tyler, Merkel, Angelika, Raineri, Emanuele, Heath, Simon, Rico, Daniel, Borth, Nicole
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6492168/
https://www.ncbi.nlm.nih.gov/pubmed/30512195
http://dx.doi.org/10.1002/bit.26891
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author Hernandez, Inmaculada
Dhiman, Heena
Klanert, Gerald
Jadhav, Vaibhav
Auer, Norbert
Hanscho, Michael
Baumann, Martina
Esteve‐Codina, Anna
Dabad, Marc
Gómez, Jessica
Alioto, Tyler
Merkel, Angelika
Raineri, Emanuele
Heath, Simon
Rico, Daniel
Borth, Nicole
author_facet Hernandez, Inmaculada
Dhiman, Heena
Klanert, Gerald
Jadhav, Vaibhav
Auer, Norbert
Hanscho, Michael
Baumann, Martina
Esteve‐Codina, Anna
Dabad, Marc
Gómez, Jessica
Alioto, Tyler
Merkel, Angelika
Raineri, Emanuele
Heath, Simon
Rico, Daniel
Borth, Nicole
author_sort Hernandez, Inmaculada
collection PubMed
description The existence of dynamic cellular phenotypes in changing environmental conditions is of major interest for cell biologists who aim to understand the mechanism and sequence of regulation of gene expression. In the context of therapeutic protein production by Chinese Hamster Ovary (CHO) cells, a detailed temporal understanding of cell‐line behavior and control is necessary to achieve a more predictable and reliable process performance. Of particular interest are data on dynamic, temporally resolved transcriptional regulation of genes in response to altered substrate availability and culture conditions. In this study, the gene transcription dynamics throughout a 9‐day batch culture of CHO cells was examined by analyzing histone modifications and gene expression profiles in regular 12‐ and 24‐hr intervals, respectively. Three levels of regulation were observed: (a) the presence or absence of DNA methylation in the promoter region provides an ON/OFF switch; (b) a temporally resolved correlation is observed between the presence of active transcription‐ and promoter‐specific histone marks and the expression level of the respective genes; and (c) a major mechanism of gene regulation is identified by interaction of coding genes with long non‐coding RNA (lncRNA), as observed in the regulation of the expression level of both neighboring coding/lnc gene pairs and of gene pairs where the lncRNA is able to form RNA–DNA–DNA triplexes. Such triplex‐forming regions were predominantly found in the promoter or enhancer region of the targeted coding gene. Significantly, the coding genes with the highest degree of variation in expression during the batch culture are characterized by a larger number of possible triplex‐forming interactions with differentially expressed lncRNAs. This indicates a specific role of lncRNA‐triplexes in enabling rapid and large changes in transcription. A more comprehensive understanding of these regulatory mechanisms will provide an opportunity for new tools to control cellular behavior and to engineer enhanced phenotypes.
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spelling pubmed-64921682019-05-07 Epigenetic regulation of gene expression in Chinese Hamster Ovary cells in response to the changing environment of a batch culture Hernandez, Inmaculada Dhiman, Heena Klanert, Gerald Jadhav, Vaibhav Auer, Norbert Hanscho, Michael Baumann, Martina Esteve‐Codina, Anna Dabad, Marc Gómez, Jessica Alioto, Tyler Merkel, Angelika Raineri, Emanuele Heath, Simon Rico, Daniel Borth, Nicole Biotechnol Bioeng ARTICLES The existence of dynamic cellular phenotypes in changing environmental conditions is of major interest for cell biologists who aim to understand the mechanism and sequence of regulation of gene expression. In the context of therapeutic protein production by Chinese Hamster Ovary (CHO) cells, a detailed temporal understanding of cell‐line behavior and control is necessary to achieve a more predictable and reliable process performance. Of particular interest are data on dynamic, temporally resolved transcriptional regulation of genes in response to altered substrate availability and culture conditions. In this study, the gene transcription dynamics throughout a 9‐day batch culture of CHO cells was examined by analyzing histone modifications and gene expression profiles in regular 12‐ and 24‐hr intervals, respectively. Three levels of regulation were observed: (a) the presence or absence of DNA methylation in the promoter region provides an ON/OFF switch; (b) a temporally resolved correlation is observed between the presence of active transcription‐ and promoter‐specific histone marks and the expression level of the respective genes; and (c) a major mechanism of gene regulation is identified by interaction of coding genes with long non‐coding RNA (lncRNA), as observed in the regulation of the expression level of both neighboring coding/lnc gene pairs and of gene pairs where the lncRNA is able to form RNA–DNA–DNA triplexes. Such triplex‐forming regions were predominantly found in the promoter or enhancer region of the targeted coding gene. Significantly, the coding genes with the highest degree of variation in expression during the batch culture are characterized by a larger number of possible triplex‐forming interactions with differentially expressed lncRNAs. This indicates a specific role of lncRNA‐triplexes in enabling rapid and large changes in transcription. A more comprehensive understanding of these regulatory mechanisms will provide an opportunity for new tools to control cellular behavior and to engineer enhanced phenotypes. John Wiley and Sons Inc. 2019-01-04 2019-03 /pmc/articles/PMC6492168/ /pubmed/30512195 http://dx.doi.org/10.1002/bit.26891 Text en © 2018 The Authors Biotechnology and Bioengineering Published by Wiley Periodicals, Inc. This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited.
spellingShingle ARTICLES
Hernandez, Inmaculada
Dhiman, Heena
Klanert, Gerald
Jadhav, Vaibhav
Auer, Norbert
Hanscho, Michael
Baumann, Martina
Esteve‐Codina, Anna
Dabad, Marc
Gómez, Jessica
Alioto, Tyler
Merkel, Angelika
Raineri, Emanuele
Heath, Simon
Rico, Daniel
Borth, Nicole
Epigenetic regulation of gene expression in Chinese Hamster Ovary cells in response to the changing environment of a batch culture
title Epigenetic regulation of gene expression in Chinese Hamster Ovary cells in response to the changing environment of a batch culture
title_full Epigenetic regulation of gene expression in Chinese Hamster Ovary cells in response to the changing environment of a batch culture
title_fullStr Epigenetic regulation of gene expression in Chinese Hamster Ovary cells in response to the changing environment of a batch culture
title_full_unstemmed Epigenetic regulation of gene expression in Chinese Hamster Ovary cells in response to the changing environment of a batch culture
title_short Epigenetic regulation of gene expression in Chinese Hamster Ovary cells in response to the changing environment of a batch culture
title_sort epigenetic regulation of gene expression in chinese hamster ovary cells in response to the changing environment of a batch culture
topic ARTICLES
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6492168/
https://www.ncbi.nlm.nih.gov/pubmed/30512195
http://dx.doi.org/10.1002/bit.26891
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