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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...

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Autores principales: 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
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group 2014
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.
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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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