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Exposure to graphene oxide sheets alters the expression of reference genes used for real-time RT-qPCR normalization

Studies unraveling the interactions between graphene oxide (GO) and the biological milieu, including cells and tissues, are multiplying quickly as the biomedical applications of this and other 2D materials continue to be explored. Many of such studies rely on real-time RT-qPCR as a powerful yet simp...

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Autores principales: de Lázaro, Irene, Kostarelos, Kostas
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6715796/
https://www.ncbi.nlm.nih.gov/pubmed/31467336
http://dx.doi.org/10.1038/s41598-019-48970-z
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author de Lázaro, Irene
Kostarelos, Kostas
author_facet de Lázaro, Irene
Kostarelos, Kostas
author_sort de Lázaro, Irene
collection PubMed
description Studies unraveling the interactions between graphene oxide (GO) and the biological milieu, including cells and tissues, are multiplying quickly as the biomedical applications of this and other 2D materials continue to be explored. Many of such studies rely on real-time RT-qPCR as a powerful yet simple technique to assess gene expression. However, a systematic investigation of potential GO-induced changes in the expression of reference genes, crucial for appropriate qPCR data normalization, is still lacking. We aimed to cover this gap investigating the stability of the expression of ten candidate reference genes upon exposure to increasing, but subtoxic, GO concentrations, with two established algorithms (Bestkeeper and NormFinder). The study was performed in a human cancer cell line (MCF7) and in mouse, non-cancerous, primary cells (mouse embryonic fibroblasts, MEFs), to assess different behaviors between cell types. Both algorithms evidenced significant deviations in the expression of various reference genes. Ribosomal proteins scored among the most significantly dysregulated in both cell types. ACTB and GAPDH, the most frequent calibrators in real-time RT-qPCR, were also affected, although differences existed between cell lines. This study illustrates the need to validate reference genes for appropriate real-time RT-qPCR normalization, according to specific experimental conditions, when GO-cell interactions occur.
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spelling pubmed-67157962019-09-13 Exposure to graphene oxide sheets alters the expression of reference genes used for real-time RT-qPCR normalization de Lázaro, Irene Kostarelos, Kostas Sci Rep Article Studies unraveling the interactions between graphene oxide (GO) and the biological milieu, including cells and tissues, are multiplying quickly as the biomedical applications of this and other 2D materials continue to be explored. Many of such studies rely on real-time RT-qPCR as a powerful yet simple technique to assess gene expression. However, a systematic investigation of potential GO-induced changes in the expression of reference genes, crucial for appropriate qPCR data normalization, is still lacking. We aimed to cover this gap investigating the stability of the expression of ten candidate reference genes upon exposure to increasing, but subtoxic, GO concentrations, with two established algorithms (Bestkeeper and NormFinder). The study was performed in a human cancer cell line (MCF7) and in mouse, non-cancerous, primary cells (mouse embryonic fibroblasts, MEFs), to assess different behaviors between cell types. Both algorithms evidenced significant deviations in the expression of various reference genes. Ribosomal proteins scored among the most significantly dysregulated in both cell types. ACTB and GAPDH, the most frequent calibrators in real-time RT-qPCR, were also affected, although differences existed between cell lines. This study illustrates the need to validate reference genes for appropriate real-time RT-qPCR normalization, according to specific experimental conditions, when GO-cell interactions occur. Nature Publishing Group UK 2019-08-29 /pmc/articles/PMC6715796/ /pubmed/31467336 http://dx.doi.org/10.1038/s41598-019-48970-z Text en © The Author(s) 2019 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Article
de Lázaro, Irene
Kostarelos, Kostas
Exposure to graphene oxide sheets alters the expression of reference genes used for real-time RT-qPCR normalization
title Exposure to graphene oxide sheets alters the expression of reference genes used for real-time RT-qPCR normalization
title_full Exposure to graphene oxide sheets alters the expression of reference genes used for real-time RT-qPCR normalization
title_fullStr Exposure to graphene oxide sheets alters the expression of reference genes used for real-time RT-qPCR normalization
title_full_unstemmed Exposure to graphene oxide sheets alters the expression of reference genes used for real-time RT-qPCR normalization
title_short Exposure to graphene oxide sheets alters the expression of reference genes used for real-time RT-qPCR normalization
title_sort exposure to graphene oxide sheets alters the expression of reference genes used for real-time rt-qpcr normalization
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6715796/
https://www.ncbi.nlm.nih.gov/pubmed/31467336
http://dx.doi.org/10.1038/s41598-019-48970-z
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