Persistence of Epigenomic Effects After Recovery From Repeated Treatment With Two Nephrocarcinogens

The discovery of the epigenetic regulation of transcription has provided a new source of mechanistic understanding to long lasting effects of chemicals. However, this information is still seldom exploited in a toxicological context and studies of chemical effect after washout remain rare. Here we st...

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Main Authors: Alice Limonciel, Simone G. van Breda, Xiaoqi Jiang, Gregory D. Tredwell, Anja Wilmes, Lydia Aschauer, Alexandros P. Siskos, Agapios Sachinidis, Hector C. Keun, Annette Kopp-Schneider, Theo M. de Kok, Jos C. S. Kleinjans, Paul Jennings
Format: Article
Language:English
Published: Frontiers Media S.A. 2018-12-01
Series:Frontiers in Genetics
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Online Access:https://www.frontiersin.org/article/10.3389/fgene.2018.00558/full
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author Alice Limonciel
Alice Limonciel
Simone G. van Breda
Xiaoqi Jiang
Gregory D. Tredwell
Gregory D. Tredwell
Anja Wilmes
Anja Wilmes
Lydia Aschauer
Lydia Aschauer
Alexandros P. Siskos
Agapios Sachinidis
Hector C. Keun
Annette Kopp-Schneider
Theo M. de Kok
Jos C. S. Kleinjans
Paul Jennings
Paul Jennings
spellingShingle Alice Limonciel
Alice Limonciel
Simone G. van Breda
Xiaoqi Jiang
Gregory D. Tredwell
Gregory D. Tredwell
Anja Wilmes
Anja Wilmes
Lydia Aschauer
Lydia Aschauer
Alexandros P. Siskos
Agapios Sachinidis
Hector C. Keun
Annette Kopp-Schneider
Theo M. de Kok
Jos C. S. Kleinjans
Paul Jennings
Paul Jennings
Persistence of Epigenomic Effects After Recovery From Repeated Treatment With Two Nephrocarcinogens
Frontiers in Genetics
recovery
persistence
epigenomics
stress responses
ochratoxin A
potassium bromate
author_facet Alice Limonciel
Alice Limonciel
Simone G. van Breda
Xiaoqi Jiang
Gregory D. Tredwell
Gregory D. Tredwell
Anja Wilmes
Anja Wilmes
Lydia Aschauer
Lydia Aschauer
Alexandros P. Siskos
Agapios Sachinidis
Hector C. Keun
Annette Kopp-Schneider
Theo M. de Kok
Jos C. S. Kleinjans
Paul Jennings
Paul Jennings
author_sort Alice Limonciel
title Persistence of Epigenomic Effects After Recovery From Repeated Treatment With Two Nephrocarcinogens
title_short Persistence of Epigenomic Effects After Recovery From Repeated Treatment With Two Nephrocarcinogens
title_full Persistence of Epigenomic Effects After Recovery From Repeated Treatment With Two Nephrocarcinogens
title_fullStr Persistence of Epigenomic Effects After Recovery From Repeated Treatment With Two Nephrocarcinogens
title_full_unstemmed Persistence of Epigenomic Effects After Recovery From Repeated Treatment With Two Nephrocarcinogens
title_sort persistence of epigenomic effects after recovery from repeated treatment with two nephrocarcinogens
publisher Frontiers Media S.A.
series Frontiers in Genetics
issn 1664-8021
publishDate 2018-12-01
description The discovery of the epigenetic regulation of transcription has provided a new source of mechanistic understanding to long lasting effects of chemicals. However, this information is still seldom exploited in a toxicological context and studies of chemical effect after washout remain rare. Here we studied the effects of two nephrocarcinogens on the human proximal tubule cell line RPTEC/TERT1 using high-content mRNA microarrays coupled with miRNA, histone acetylation (HA) and DNA methylation (DM) arrays and metabolomics during a 5-day repeat-dose exposure and 3 days after washout. The mycotoxin ochratoxin A (OTA) was chosen as a model compound for its known impact on HA and DM. The foremost effect observed was the modulation of thousands of mRNAs and histones by OTA during and after exposure. In comparison, the oxidant potassium bromate (KBrO3) had a milder impact on gene expression and epigenetics. However, there was no strong correlation between epigenetic modifications and mRNA changes with OTA while with KBrO3 the gene expression data correlated better with HA for both up- and down-regulated genes. Even when focusing on the genes with persistent epigenetic modifications after washout, only half were coupled to matching changes in gene expression induced by OTA, suggesting that while OTA causes a major effect on the two epigenetic mechanisms studied, these alone cannot explain its impact on gene expression. Mechanistic analysis confirmed the known activation of Nrf2 and p53 by KBrO3, while OTA inhibited most of the same genes, and genes involved in the unfolded protein response. A few miRNAs could be linked to these effects of OTA, albeit without clear contribution of epigenetics to the modulation of the pathways at large. Metabolomics revealed disturbances in amino acid balance, energy catabolism, nucleotide metabolism and polyamine metabolism with both chemicals. In conclusion, the large impact of OTA on transcription was confirmed at the mRNA level but also with two high-content epigenomic methodologies. Transcriptomic data confirmed the previously reported activation (by KBrO3) and inhibition (by OTA) of protective pathways. However, the integration of omic datasets suggested that HA and DM were not driving forces in the gene expression changes induced by either chemical.
topic recovery
persistence
epigenomics
stress responses
ochratoxin A
potassium bromate
url https://www.frontiersin.org/article/10.3389/fgene.2018.00558/full
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spelling doaj-3d4ec61caa4f42d49159c0721f28c25c2020-11-25T02:34:43ZengFrontiers Media S.A.Frontiers in Genetics1664-80212018-12-01910.3389/fgene.2018.00558376436Persistence of Epigenomic Effects After Recovery From Repeated Treatment With Two NephrocarcinogensAlice Limonciel0Alice Limonciel1Simone G. van Breda2Xiaoqi Jiang3Gregory D. Tredwell4Gregory D. Tredwell5Anja Wilmes6Anja Wilmes7Lydia Aschauer8Lydia Aschauer9Alexandros P. Siskos10Agapios Sachinidis11Hector C. Keun12Annette Kopp-Schneider13Theo M. de Kok14Jos C. S. Kleinjans15Paul Jennings16Paul Jennings17Division of Molecular and Computational Toxicology, Amsterdam Institute for Molecules, Medicines and Systems, Vrije Universiteit Amsterdam, Amsterdam, NetherlandsDivision of Physiology, Department of Physiology and Medical Physics, Medical University of Innsbruck, Innsbruck, AustriaDepartment of Toxicogenomics, GROW-School for Oncology and Development Biology, Maastricht University Medical Center, Maastricht, NetherlandsDivision of Biostatistics, German Cancer Research Center (DKFZ), Heidelberg, GermanyDivision of Cancer, Department of Surgery and Cancer, Faculty of Medicine, Imperial College London, Hammersmith Hospital, London, United KingdomDepartment of Applied Mathematics, Research School of Physics and Engineering, Australian National University, Canberra, ACT, AustraliaDivision of Molecular and Computational Toxicology, Amsterdam Institute for Molecules, Medicines and Systems, Vrije Universiteit Amsterdam, Amsterdam, NetherlandsDivision of Physiology, Department of Physiology and Medical Physics, Medical University of Innsbruck, Innsbruck, AustriaDivision of Physiology, Department of Physiology and Medical Physics, Medical University of Innsbruck, Innsbruck, AustriaBrookes Innovation Hub, Orbit Discovery, Oxford, United KingdomDivision of Cancer, Department of Surgery and Cancer, Faculty of Medicine, Imperial College London, Hammersmith Hospital, London, United KingdomInstitute of Neurophysiology and Center for Molecular Medicine Cologne (CMMC), University of Cologne (UKK), Cologne, GermanyDivision of Cancer, Department of Surgery and Cancer, Faculty of Medicine, Imperial College London, Hammersmith Hospital, London, United KingdomDivision of Biostatistics, German Cancer Research Center (DKFZ), Heidelberg, GermanyDepartment of Toxicogenomics, GROW-School for Oncology and Development Biology, Maastricht University Medical Center, Maastricht, NetherlandsDepartment of Toxicogenomics, GROW-School for Oncology and Development Biology, Maastricht University Medical Center, Maastricht, NetherlandsDivision of Molecular and Computational Toxicology, Amsterdam Institute for Molecules, Medicines and Systems, Vrije Universiteit Amsterdam, Amsterdam, NetherlandsDivision of Physiology, Department of Physiology and Medical Physics, Medical University of Innsbruck, Innsbruck, AustriaThe discovery of the epigenetic regulation of transcription has provided a new source of mechanistic understanding to long lasting effects of chemicals. However, this information is still seldom exploited in a toxicological context and studies of chemical effect after washout remain rare. Here we studied the effects of two nephrocarcinogens on the human proximal tubule cell line RPTEC/TERT1 using high-content mRNA microarrays coupled with miRNA, histone acetylation (HA) and DNA methylation (DM) arrays and metabolomics during a 5-day repeat-dose exposure and 3 days after washout. The mycotoxin ochratoxin A (OTA) was chosen as a model compound for its known impact on HA and DM. The foremost effect observed was the modulation of thousands of mRNAs and histones by OTA during and after exposure. In comparison, the oxidant potassium bromate (KBrO3) had a milder impact on gene expression and epigenetics. However, there was no strong correlation between epigenetic modifications and mRNA changes with OTA while with KBrO3 the gene expression data correlated better with HA for both up- and down-regulated genes. Even when focusing on the genes with persistent epigenetic modifications after washout, only half were coupled to matching changes in gene expression induced by OTA, suggesting that while OTA causes a major effect on the two epigenetic mechanisms studied, these alone cannot explain its impact on gene expression. Mechanistic analysis confirmed the known activation of Nrf2 and p53 by KBrO3, while OTA inhibited most of the same genes, and genes involved in the unfolded protein response. A few miRNAs could be linked to these effects of OTA, albeit without clear contribution of epigenetics to the modulation of the pathways at large. Metabolomics revealed disturbances in amino acid balance, energy catabolism, nucleotide metabolism and polyamine metabolism with both chemicals. In conclusion, the large impact of OTA on transcription was confirmed at the mRNA level but also with two high-content epigenomic methodologies. Transcriptomic data confirmed the previously reported activation (by KBrO3) and inhibition (by OTA) of protective pathways. However, the integration of omic datasets suggested that HA and DM were not driving forces in the gene expression changes induced by either chemical.https://www.frontiersin.org/article/10.3389/fgene.2018.00558/fullrecoverypersistenceepigenomicsstress responsesochratoxin Apotassium bromate