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The Effect of microRNAs in the Regulation of Human CYP3A4: a Systematic Study using a Mathematical Model
CYP3A4 metabolizes more than 50% of the drugs on the market. The large inter-individual differences of CYP3A4 expression may contribute to the variability of human drug responses. Post-transcriptional regulation of CYP3A4 is poorly understood, whereas transcriptional regulation has been studied much...
Autores principales: | , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group
2014
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3942699/ https://www.ncbi.nlm.nih.gov/pubmed/24594634 http://dx.doi.org/10.1038/srep04283 |
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author | Wei, Zhiyun Jiang, Songshan Zhang, Yiting Wang, Xiaofei Peng, Xueling Meng, Chunjie Liu, Yichen Wang, Honglian Guo, Luo Qin, Shengying He, Lin Shao, Fengmin Zhang, Lirong Xing, Qinghe |
author_facet | Wei, Zhiyun Jiang, Songshan Zhang, Yiting Wang, Xiaofei Peng, Xueling Meng, Chunjie Liu, Yichen Wang, Honglian Guo, Luo Qin, Shengying He, Lin Shao, Fengmin Zhang, Lirong Xing, Qinghe |
author_sort | Wei, Zhiyun |
collection | PubMed |
description | CYP3A4 metabolizes more than 50% of the drugs on the market. The large inter-individual differences of CYP3A4 expression may contribute to the variability of human drug responses. Post-transcriptional regulation of CYP3A4 is poorly understood, whereas transcriptional regulation has been studied much more thoroughly. In this study, we used multiple software programs to predict miRNAs that might bind to CYP3A4 and identified 112 potentially functional miRNAs. Then a luciferase reporter system was used to assess the effect of the overexpression of each potentially functional miRNA in HEK 293T cells. Fourteen miRNAs that significantly decreased reporter activity were measured in human liver samples (N = 27) as candidate miRNAs. To establish a more effective way to analyze in vivo data for miRNA candidates, the relationship between functional miRNA and target mRNA was modeled mathematically. Taking advantage of this model, we found that hsa-miR-577, hsa-miR-1, hsa-miR-532-3p and hsa-miR-627 could significantly downregulate the translation efficiency of CYP3A4 mRNA in liver. This study used in silico, in vitro and in vivo methods to progressively screen functional miRNAs for CYP3A4 and to enhance our understanding of molecular events underlying the large inter-individual differences of CYP3A4 expression in human populations. |
format | Online Article Text |
id | pubmed-3942699 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2014 |
publisher | Nature Publishing Group |
record_format | MEDLINE/PubMed |
spelling | pubmed-39426992014-03-05 The Effect of microRNAs in the Regulation of Human CYP3A4: a Systematic Study using a Mathematical Model Wei, Zhiyun Jiang, Songshan Zhang, Yiting Wang, Xiaofei Peng, Xueling Meng, Chunjie Liu, Yichen Wang, Honglian Guo, Luo Qin, Shengying He, Lin Shao, Fengmin Zhang, Lirong Xing, Qinghe Sci Rep Article CYP3A4 metabolizes more than 50% of the drugs on the market. The large inter-individual differences of CYP3A4 expression may contribute to the variability of human drug responses. Post-transcriptional regulation of CYP3A4 is poorly understood, whereas transcriptional regulation has been studied much more thoroughly. In this study, we used multiple software programs to predict miRNAs that might bind to CYP3A4 and identified 112 potentially functional miRNAs. Then a luciferase reporter system was used to assess the effect of the overexpression of each potentially functional miRNA in HEK 293T cells. Fourteen miRNAs that significantly decreased reporter activity were measured in human liver samples (N = 27) as candidate miRNAs. To establish a more effective way to analyze in vivo data for miRNA candidates, the relationship between functional miRNA and target mRNA was modeled mathematically. Taking advantage of this model, we found that hsa-miR-577, hsa-miR-1, hsa-miR-532-3p and hsa-miR-627 could significantly downregulate the translation efficiency of CYP3A4 mRNA in liver. This study used in silico, in vitro and in vivo methods to progressively screen functional miRNAs for CYP3A4 and to enhance our understanding of molecular events underlying the large inter-individual differences of CYP3A4 expression in human populations. Nature Publishing Group 2014-03-05 /pmc/articles/PMC3942699/ /pubmed/24594634 http://dx.doi.org/10.1038/srep04283 Text en Copyright © 2014, Macmillan Publishers Limited. All rights reserved http://creativecommons.org/licenses/by-nc-sa/3.0/ This work is licensed under a Creative Commons Attribution-NonCommercial-ShareALike 3.0 Unported License. To view a copy of this license, visit http://creativecommons.org/licenses/by-nc-sa/3.0/ |
spellingShingle | Article Wei, Zhiyun Jiang, Songshan Zhang, Yiting Wang, Xiaofei Peng, Xueling Meng, Chunjie Liu, Yichen Wang, Honglian Guo, Luo Qin, Shengying He, Lin Shao, Fengmin Zhang, Lirong Xing, Qinghe The Effect of microRNAs in the Regulation of Human CYP3A4: a Systematic Study using a Mathematical Model |
title | The Effect of microRNAs in the Regulation of Human CYP3A4: a Systematic Study using a Mathematical Model |
title_full | The Effect of microRNAs in the Regulation of Human CYP3A4: a Systematic Study using a Mathematical Model |
title_fullStr | The Effect of microRNAs in the Regulation of Human CYP3A4: a Systematic Study using a Mathematical Model |
title_full_unstemmed | The Effect of microRNAs in the Regulation of Human CYP3A4: a Systematic Study using a Mathematical Model |
title_short | The Effect of microRNAs in the Regulation of Human CYP3A4: a Systematic Study using a Mathematical Model |
title_sort | effect of micrornas in the regulation of human cyp3a4: a systematic study using a mathematical model |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3942699/ https://www.ncbi.nlm.nih.gov/pubmed/24594634 http://dx.doi.org/10.1038/srep04283 |
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