Cargando…
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...
Autores principales: | , , , , , , , , , , |
---|---|
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 |
_version_ | 1783253373748772864 |
---|---|
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. |
format | Online Article Text |
id | pubmed-5531504 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT tanihidenori identificationofrnabiomarkersforchemicalsafetyscreeninginmouseembryonicstemcellsusingrnadeepsequencinganalysis AT takeshitajunichi identificationofrnabiomarkersforchemicalsafetyscreeninginmouseembryonicstemcellsusingrnadeepsequencinganalysis AT aokihiroshi identificationofrnabiomarkersforchemicalsafetyscreeninginmouseembryonicstemcellsusingrnadeepsequencinganalysis AT nakamurakaoru identificationofrnabiomarkersforchemicalsafetyscreeninginmouseembryonicstemcellsusingrnadeepsequencinganalysis AT aberyosuke identificationofrnabiomarkersforchemicalsafetyscreeninginmouseembryonicstemcellsusingrnadeepsequencinganalysis AT toyodaakinobu identificationofrnabiomarkersforchemicalsafetyscreeninginmouseembryonicstemcellsusingrnadeepsequencinganalysis AT endoyasunori identificationofrnabiomarkersforchemicalsafetyscreeninginmouseembryonicstemcellsusingrnadeepsequencinganalysis AT miyamotosadaaki identificationofrnabiomarkersforchemicalsafetyscreeninginmouseembryonicstemcellsusingrnadeepsequencinganalysis AT gamomasashi identificationofrnabiomarkersforchemicalsafetyscreeninginmouseembryonicstemcellsusingrnadeepsequencinganalysis AT satohiroaki identificationofrnabiomarkersforchemicalsafetyscreeninginmouseembryonicstemcellsusingrnadeepsequencinganalysis AT torimuramasaki identificationofrnabiomarkersforchemicalsafetyscreeninginmouseembryonicstemcellsusingrnadeepsequencinganalysis |