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Assessment of the performance of the TGx‐DDI biomarker to detect DNA damage‐inducing agents using quantitative RT‐PCR in TK6 cells

Gene expression biomarkers are now available for application in the identification of genotoxic hazards. The TGx‐DDI transcriptomic biomarker can accurately distinguish DNA damage‐inducing (DDI) from non‐DDI exposures based on changes in the expression of 64 biomarker genes. The 64 genes were previo...

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Autores principales: Cho, Eunnara, Buick, Julie K., Williams, Andrew, Chen, Renxiang, Li, Heng‐Hong, Corton, J. Christopher, Fornace, Albert J., Aubrecht, Jiri, Yauk, Carole L.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley & Sons, Inc. 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6588084/
https://www.ncbi.nlm.nih.gov/pubmed/30488505
http://dx.doi.org/10.1002/em.22257
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author Cho, Eunnara
Buick, Julie K.
Williams, Andrew
Chen, Renxiang
Li, Heng‐Hong
Corton, J. Christopher
Fornace, Albert J.
Aubrecht, Jiri
Yauk, Carole L.
author_facet Cho, Eunnara
Buick, Julie K.
Williams, Andrew
Chen, Renxiang
Li, Heng‐Hong
Corton, J. Christopher
Fornace, Albert J.
Aubrecht, Jiri
Yauk, Carole L.
author_sort Cho, Eunnara
collection PubMed
description Gene expression biomarkers are now available for application in the identification of genotoxic hazards. The TGx‐DDI transcriptomic biomarker can accurately distinguish DNA damage‐inducing (DDI) from non‐DDI exposures based on changes in the expression of 64 biomarker genes. The 64 genes were previously derived from whole transcriptome DNA microarray profiles of 28 reference agents (14 DDI and 14 non‐DDI) after 4 h treatments of TK6 human lymphoblastoid cells. To broaden the applicability of TGx‐DDI, we tested the biomarker using quantitative RT‐PCR (qPCR), which is accessible to most molecular biology laboratories. First, we selectively profiled the expression of the 64 biomarker genes using TaqMan qPCR assays in 96‐well arrays after exposing TK6 cells to the 28 reference agents for 4 h. To evaluate the classification capability of the qPCR profiles, we used the reference qPCR signature to classify 24 external validation chemicals using two different methods—a combination of three statistical analyses and an alternative, the Running Fisher test. The qPCR results for the reference set were comparable to the original microarray biomarker; 27 of the 28 reference agents (96%) were accurately classified. Moreover, the two classification approaches supported the conservation of TGx‐DDI classification capability using qPCR; the combination of the two approaches accurately classified 21 of the 24 external validation chemicals, demonstrating 100% sensitivity, 81% specificity, and 91% balanced accuracy. This study demonstrates that qPCR can be used when applying the TGx‐DDI biomarker and will improve the accessibility of TGx‐DDI for genotoxicity screening. Environ. Mol. Mutagen. 60: 122–133, 2019. © 2018 Her Majesty the Queen in Right of Canada Environmental and Molecular Mutagenesis.
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spelling pubmed-65880842019-07-02 Assessment of the performance of the TGx‐DDI biomarker to detect DNA damage‐inducing agents using quantitative RT‐PCR in TK6 cells Cho, Eunnara Buick, Julie K. Williams, Andrew Chen, Renxiang Li, Heng‐Hong Corton, J. Christopher Fornace, Albert J. Aubrecht, Jiri Yauk, Carole L. Environ Mol Mutagen Research Articles Gene expression biomarkers are now available for application in the identification of genotoxic hazards. The TGx‐DDI transcriptomic biomarker can accurately distinguish DNA damage‐inducing (DDI) from non‐DDI exposures based on changes in the expression of 64 biomarker genes. The 64 genes were previously derived from whole transcriptome DNA microarray profiles of 28 reference agents (14 DDI and 14 non‐DDI) after 4 h treatments of TK6 human lymphoblastoid cells. To broaden the applicability of TGx‐DDI, we tested the biomarker using quantitative RT‐PCR (qPCR), which is accessible to most molecular biology laboratories. First, we selectively profiled the expression of the 64 biomarker genes using TaqMan qPCR assays in 96‐well arrays after exposing TK6 cells to the 28 reference agents for 4 h. To evaluate the classification capability of the qPCR profiles, we used the reference qPCR signature to classify 24 external validation chemicals using two different methods—a combination of three statistical analyses and an alternative, the Running Fisher test. The qPCR results for the reference set were comparable to the original microarray biomarker; 27 of the 28 reference agents (96%) were accurately classified. Moreover, the two classification approaches supported the conservation of TGx‐DDI classification capability using qPCR; the combination of the two approaches accurately classified 21 of the 24 external validation chemicals, demonstrating 100% sensitivity, 81% specificity, and 91% balanced accuracy. This study demonstrates that qPCR can be used when applying the TGx‐DDI biomarker and will improve the accessibility of TGx‐DDI for genotoxicity screening. Environ. Mol. Mutagen. 60: 122–133, 2019. © 2018 Her Majesty the Queen in Right of Canada Environmental and Molecular Mutagenesis. John Wiley & Sons, Inc. 2018-11-29 2019-03 /pmc/articles/PMC6588084/ /pubmed/30488505 http://dx.doi.org/10.1002/em.22257 Text en © 2018 Her Majesty the Queen in Right of Canada Environmental and Molecular Mutagenesis. 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 Research Articles
Cho, Eunnara
Buick, Julie K.
Williams, Andrew
Chen, Renxiang
Li, Heng‐Hong
Corton, J. Christopher
Fornace, Albert J.
Aubrecht, Jiri
Yauk, Carole L.
Assessment of the performance of the TGx‐DDI biomarker to detect DNA damage‐inducing agents using quantitative RT‐PCR in TK6 cells
title Assessment of the performance of the TGx‐DDI biomarker to detect DNA damage‐inducing agents using quantitative RT‐PCR in TK6 cells
title_full Assessment of the performance of the TGx‐DDI biomarker to detect DNA damage‐inducing agents using quantitative RT‐PCR in TK6 cells
title_fullStr Assessment of the performance of the TGx‐DDI biomarker to detect DNA damage‐inducing agents using quantitative RT‐PCR in TK6 cells
title_full_unstemmed Assessment of the performance of the TGx‐DDI biomarker to detect DNA damage‐inducing agents using quantitative RT‐PCR in TK6 cells
title_short Assessment of the performance of the TGx‐DDI biomarker to detect DNA damage‐inducing agents using quantitative RT‐PCR in TK6 cells
title_sort assessment of the performance of the tgx‐ddi biomarker to detect dna damage‐inducing agents using quantitative rt‐pcr in tk6 cells
topic Research Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6588084/
https://www.ncbi.nlm.nih.gov/pubmed/30488505
http://dx.doi.org/10.1002/em.22257
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