首页> 外文期刊>Chemical research in toxicology >Identification of Potential Genomic Biomarkers of Hepatotoxicity Caused by Reactive Metabolites of N-Methylformamide:Application of Stable Isotope Labeled Compounds in Toxicogenomic Studies
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Identification of Potential Genomic Biomarkers of Hepatotoxicity Caused by Reactive Metabolites of N-Methylformamide:Application of Stable Isotope Labeled Compounds in Toxicogenomic Studies

机译:N-甲基甲酰胺反应性代谢物引起的肝毒性潜在基因组生物标志物的鉴定:稳定同位素标记的化合物在药物基因组学研究中的应用

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The inability to predict if a metabolically bioactivated compound will cause toxicity in later stages of drug development or post-marketing is of serious concern.One approach for improving the predictive success of compound toxicity has been to compare the gene expression profile in preclinical models dosed with novel compounds to a gene expression database generated from compounds with known toxicity.While this guilt-by-association approach can be useful,it is often difficult to elucidate gene expression changes that may be related to the generation of reactive metabolites.In an effort to address this issue,we compared the gene expression profiles obtained from animals treated with a soft-electrophile-producing hepatotoxic compound against corresponding deuterium labeled analogues resistant to metabolic processing.Our aim was to identify a subset of potential biomarker genes for hepatotoxicity caused by soft-electrophile-producing compounds.The current study utilized a known hepatotoxic compound N-methylforrnamide (NMF) and its two analogues labeled with deuterium at different positions to block metabolic oxidation at the formyl (d_1) and methyl (d_3) moieties.Groups of mice were dosed with each compound,and their livers were harvested at different time intervals.RNA was prepared and analyzed on Affymetrix GeneChip arrays.RNA transcripts showing statistically significant changes were identified,and selected changes were confirmed using TaqMan RT-PCR.Serum clinical chemistry and histopathologic evaluations were performed on selected samples as well.The data set generated from the different groups of animals enabled us to determine which gene expression changes were attributed to the bioactivating pathway.We were able to selectively modulate the metabolism of NMF by labeling various positions of the molecule with a stable isotope,allowing us to monitor gene changes specifically due to a particular metabolic pathway.Two groups of genes were identified,which were associated with the metabolism of a certain part of the NMF molecule.The metabolic pathway leading to the production of reactive methyl isocyanate resulted in distinct expression patterns that correlated with histopathologic findings.There was a clear correlation between the expression of certain genes involved in the cell cycle/apoptosis and inflammatory pathways and the presence of reactive metabolite.These genes may serve as potential genomic biomarkers of hepatotoxicity induced by soft-electrophile-producing compounds.However,the robustness of these potential genomic biomarkers will need to be validated using other hepatotoxicants (both soft-and hard-electrophile-producing agents) and compounds known to cause idiosyncratic liver toxicity before being adopted into the drug discovery screening process.
机译:无法预测代谢的生物活化化合物是否会在药物开发的后期或上市后引起毒性。提高化合物毒性的预测成功的一种方法是在给药前的临床前模型中比较基因表达谱。新化合物到具有已知毒性的化合物生成的基因表达数据库中。虽然这种内关联方法可能有用,但通常难以阐明可能与反应性代谢产物的产生有关的基因表达变化。为了解决这个问题,我们比较了用产生软性亲电子性肝毒性化合物治疗的动物的基因表达谱与相应的氘代标记的对代谢过程具有抗性的类似物。我们的目的是确定潜在的生物标志物基因的子集,该基因可能是由产生亲电子的化合物。当前的研究利用了已知的肝毒素化合物N-甲基甲酰胺(NMF)及其两个在不同位置标记有氘的类似物可阻止甲酰基(d_1)和甲基(d_3)部分的代谢氧化。给小鼠分组服用每种化合物,并在肝脏中收集肝。在不同的时间间隔内制备RNA,并在Affymetrix GeneChip阵列上进行分析,鉴定具有统计学显着性变化的RNA转录本,并使用TaqMan RT-PCR确认选择的变化,并对选定的样品进行血清临床化学和组织病理学评估。从不同动物组产生的一组信息使我们能够确定哪些基因表达变化归因于生物激活途径。我们能够通过用稳定的同位素标记分子的各个位置来选择性地调节NMF的代谢,从而使我们能够监测基因特别是由于特定的代谢途径而发生的变化。鉴定了两组基因,它们分别是与NMF分子的某些部分的代谢有关。导致反应性异氰酸甲酯生成的代谢途径导致与组织病理学发现相关的不同表达模式。与细胞有关的某些基因的表达之间存在明显的相关性。这些基因可能是由产生柔软电子试剂的化合物引起的肝毒性的潜在基因组生物标志物。然而,这些潜在的基因组生物标志物的稳健性需要使用其他肝毒性剂进行验证( (无论是软质和硬质亲电试剂)以及已知会引起特异性肝毒性的化合物,然后再用于药物发现筛选过程。

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