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Identification of RNA biomarkers for chemical safety screening in mouse embryonic stem cells using RNA deep sequencing analysis

Although it is not yet possible to replace in vivo animal testing completely, the need for a more efficient method for toxicity testing, such as an in vitro cell-based assay, has been widely acknowledged. Previous studies have focused on mRNAs as biomarkers; however, recent studies have revealed tha...

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Autores principales: Tani, Hidenori, Takeshita, Jun-ichi, Aoki, Hiroshi, Nakamura, Kaoru, Abe, Ryosuke, Toyoda, Akinobu, Endo, Yasunori, Miyamoto, Sadaaki, Gamo, Masashi, Sato, Hiroaki, Torimura, Masaki
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5531504/
https://www.ncbi.nlm.nih.gov/pubmed/28750099
http://dx.doi.org/10.1371/journal.pone.0182032
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author Tani, Hidenori
Takeshita, Jun-ichi
Aoki, Hiroshi
Nakamura, Kaoru
Abe, Ryosuke
Toyoda, Akinobu
Endo, Yasunori
Miyamoto, Sadaaki
Gamo, Masashi
Sato, Hiroaki
Torimura, Masaki
author_facet Tani, Hidenori
Takeshita, Jun-ichi
Aoki, Hiroshi
Nakamura, Kaoru
Abe, Ryosuke
Toyoda, Akinobu
Endo, Yasunori
Miyamoto, Sadaaki
Gamo, Masashi
Sato, Hiroaki
Torimura, Masaki
author_sort Tani, Hidenori
collection PubMed
description Although it is not yet possible to replace in vivo animal testing completely, the need for a more efficient method for toxicity testing, such as an in vitro cell-based assay, has been widely acknowledged. Previous studies have focused on mRNAs as biomarkers; however, recent studies have revealed that non-coding RNAs (ncRNAs) are also efficient novel biomarkers for toxicity testing. Here, we used deep sequencing analysis (RNA-seq) to identify novel RNA biomarkers, including ncRNAs, that exhibited a substantial response to general chemical toxicity from nine chemicals, and to benzene toxicity specifically. The nine chemicals are listed in the Japan Pollutant Release and Transfer Register as class I designated chemical substances. We used undifferentiated mouse embryonic stem cells (mESCs) as a simplified cell-based toxicity assay. RNA-seq revealed that many mRNAs and ncRNAs responded substantially to the chemical compounds in mESCs. This finding indicates that ncRNAs can be used as novel RNA biomarkers for chemical safety screening.
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spelling pubmed-55315042017-08-07 Identification of RNA biomarkers for chemical safety screening in mouse embryonic stem cells using RNA deep sequencing analysis Tani, Hidenori Takeshita, Jun-ichi Aoki, Hiroshi Nakamura, Kaoru Abe, Ryosuke Toyoda, Akinobu Endo, Yasunori Miyamoto, Sadaaki Gamo, Masashi Sato, Hiroaki Torimura, Masaki PLoS One Research Article Although it is not yet possible to replace in vivo animal testing completely, the need for a more efficient method for toxicity testing, such as an in vitro cell-based assay, has been widely acknowledged. Previous studies have focused on mRNAs as biomarkers; however, recent studies have revealed that non-coding RNAs (ncRNAs) are also efficient novel biomarkers for toxicity testing. Here, we used deep sequencing analysis (RNA-seq) to identify novel RNA biomarkers, including ncRNAs, that exhibited a substantial response to general chemical toxicity from nine chemicals, and to benzene toxicity specifically. The nine chemicals are listed in the Japan Pollutant Release and Transfer Register as class I designated chemical substances. We used undifferentiated mouse embryonic stem cells (mESCs) as a simplified cell-based toxicity assay. RNA-seq revealed that many mRNAs and ncRNAs responded substantially to the chemical compounds in mESCs. This finding indicates that ncRNAs can be used as novel RNA biomarkers for chemical safety screening. Public Library of Science 2017-07-27 /pmc/articles/PMC5531504/ /pubmed/28750099 http://dx.doi.org/10.1371/journal.pone.0182032 Text en © 2017 Tani et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Tani, Hidenori
Takeshita, Jun-ichi
Aoki, Hiroshi
Nakamura, Kaoru
Abe, Ryosuke
Toyoda, Akinobu
Endo, Yasunori
Miyamoto, Sadaaki
Gamo, Masashi
Sato, Hiroaki
Torimura, Masaki
Identification of RNA biomarkers for chemical safety screening in mouse embryonic stem cells using RNA deep sequencing analysis
title Identification of RNA biomarkers for chemical safety screening in mouse embryonic stem cells using RNA deep sequencing analysis
title_full Identification of RNA biomarkers for chemical safety screening in mouse embryonic stem cells using RNA deep sequencing analysis
title_fullStr Identification of RNA biomarkers for chemical safety screening in mouse embryonic stem cells using RNA deep sequencing analysis
title_full_unstemmed Identification of RNA biomarkers for chemical safety screening in mouse embryonic stem cells using RNA deep sequencing analysis
title_short Identification of RNA biomarkers for chemical safety screening in mouse embryonic stem cells using RNA deep sequencing analysis
title_sort identification of rna biomarkers for chemical safety screening in mouse embryonic stem cells using rna deep sequencing analysis
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5531504/
https://www.ncbi.nlm.nih.gov/pubmed/28750099
http://dx.doi.org/10.1371/journal.pone.0182032
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