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转录反应揭示了临床前大鼠肝脏测试系统之间的相似性。

Transcriptional Responses Reveal Similarities Between Preclinical Rat Liver Testing Systems.

作者信息

Liu Zhichao, Delavan Brian, Roberts Ruth, Tong Weida

机构信息

Division of Bioinformatics and Biostatistics, National Center for Toxicological Research, U.S. Food and Drug Administration, Jefferson, AR, United States.

Department of Biosciences, University of Arkansas at Little Rock, Little Rock, AR, United States.

出版信息

Front Genet. 2018 Mar 20;9:74. doi: 10.3389/fgene.2018.00074. eCollection 2018.

Abstract

Toxicogenomics (TGx) is an important tool to gain an enhanced understanding of toxicity at the molecular level. Previously, we developed a pair ranking (PRank) method to assess to extrapolation (IVIVE) using toxicogenomic datasets from the Open Toxicogenomics Project-Genomics Assisted Toxicity Evaluation System (TG-GATEs) database. With this method, we investiagted three important questions that were not addressed in our previous study: (1) is a 1-day short-term assay able to replace the 28-day standard and expensive toxicological assay? (2) are some biological processes more conservative across different preclinical testing systems than others? and (3) do these preclinical testing systems have the similar resolution in differentiating drugs by their therapeutic uses? For question 1, a high similarity was noted (PRank score = 0.90), indicating the potential utility of shorter term studies to predict outcome in longer term and more expensive model systems. There was a moderate similarity between rat primary hepatocytes and repeat-dose studies (PRank score = 0.71) but a low similarity (PRank score = 0.56) between rat primary hepatocytes and single dose studies. To address question 2, we limited the analysis to gene sets relevant to specific toxicogenomic pathways and we found that pathways such as lipid metabolism were consistently over-represented in all three assay systems. For question 3, all three preclinical assay systems could distinguish compounds from different therapeutic categories. This suggests that any noted differences in assay systems was biological process-dependent and furthermore that all three systems have utility in assessing drug responses within a certain drug class. In conclusion, this comparison of three commonly used rat TGx systems provides useful information in utility and application of TGx assays.

摘要

毒理基因组学(TGx)是一种在分子水平上深入了解毒性的重要工具。此前,我们开发了一种配对排序(PRank)方法,以使用来自开放毒理基因组学项目 - 基因组辅助毒性评估系统(TG - GATEs)数据库的毒理基因组数据集进行体外到体内外推(IVIVE)。通过这种方法,我们研究了三个在我们之前的研究中未涉及的重要问题:(1)1天的短期试验能否替代28天的标准且昂贵的毒理学试验?(2)某些生物学过程在不同的临床前测试系统中是否比其他过程更具保守性?以及(3)这些临床前测试系统在根据药物治疗用途区分药物方面是否具有相似的分辨率?对于问题1,观察到高度相似性(PRank分数 = 0.90),表明短期研究在预测长期且更昂贵的模型系统中的结果方面具有潜在效用。大鼠原代肝细胞与重复剂量研究之间存在中等相似性(PRank分数 = 0.71),但大鼠原代肝细胞与单剂量研究之间存在低相似性(PRank分数 = 0.56)。为了解决问题2,我们将分析限制在与特定毒理基因组途径相关的基因集上,并且我们发现脂质代谢等途径在所有三种检测系统中始终过度富集。对于问题3,所有三种临床前检测系统都可以区分来自不同治疗类别的化合物。这表明检测系统中任何观察到的差异都依赖于生物学过程,而且所有三种系统在评估某一药物类别内的药物反应方面都具有效用。总之,对三种常用的大鼠TGx系统的这种比较为TGx检测的效用和应用提供了有用信息。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9294/5870427/ef3f2651d5ba/fgene-09-00074-g001.jpg

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