Department of Cell and Developmental Biology, Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel.
Pharmacogenet Genomics. 2011 May;21(5):251-62. doi: 10.1097/FPC.0b013e3283438865.
The aim of pharmacogenomics is to identify individual differences in genome and transcriptome composition and their effect on drug efficacy. MicroRNAs (miRNAs) are short noncoding RNAs that negatively regulate expression of the majority of animal genes, including many genes involved in drug efficacy. Consequently, differences in the miRNA expression among individuals could be an important factor contributing to differential drug response. Pharmacogenomics genes can be divided into drug target genes termed as pharmacodynamics genes (PD) and genes involved in drug transport and metabolism termed as pharmacokinetics genes (PK). To clarify the regulatory potential of miRNAs in pharmacogenomics, we have examined the potential regulation by miRNAs of PK and PD genes.
We identified PK and PD genes as annotated by the Pharmacogenomics Knowledge Base and examined miRNA targeting of genes in the two groups according to several miRNA target prediction databases. We furthermore studied how differences between the two groups are reflected in the gene structure and across gene families. Lastly, we studied changes in expression levels of PK versus PD genes in cells depleted for miRNAs by shRNA-mediated knockdown of the miRNA-processing enzyme Dicer.
Our analysis identify a striking difference in the level of miRNA regulation between PK and PD genes, with the former having less than half predicted conserved miRNA binding sites compared with the latter. Importantly, this finding is reflected in a highly significant difference in the shift in expression levels of PD versus PK genes after depletion of miRNAs.
Our study emphasizes an intrinsic difference between PK and PD genes and helps clarify the role of miRNAs in pharmacogenomics.
药物基因组学的目的是识别基因组和转录组组成中的个体差异及其对药物疗效的影响。MicroRNAs (miRNAs) 是短的非编码 RNA,可负调控大多数动物基因的表达,包括许多与药物疗效相关的基因。因此,个体之间 miRNA 表达的差异可能是导致药物反应差异的一个重要因素。药物基因组学基因可以分为药物靶点基因,称为药效学基因 (PD),以及参与药物转运和代谢的基因,称为药代动力学基因 (PK)。为了阐明 miRNA 在药物基因组学中的调节潜力,我们研究了 miRNA 对 PK 和 PD 基因的潜在调节作用。
我们根据 Pharmacogenomics Knowledge Base 确定了 PK 和 PD 基因,并根据几个 miRNA 靶标预测数据库检查了这两组基因的 miRNA 靶标。我们进一步研究了两组之间的差异如何反映在基因结构和基因家族中。最后,我们研究了在通过 shRNA 介导的 miRNA 加工酶 Dicer 的敲低使细胞中 miRNA 耗竭后,PK 与 PD 基因的表达水平的变化。
我们的分析确定了 PK 和 PD 基因之间 miRNA 调节水平的显著差异,前者与后者相比,预测的保守 miRNA 结合位点不到一半。重要的是,这一发现反映在 miRNA 耗竭后 PD 与 PK 基因表达水平变化的高度显著差异中。
我们的研究强调了 PK 和 PD 基因之间的内在差异,并有助于阐明 miRNA 在药物基因组学中的作用。