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一种多组学方法用于阐明异种生物对斑马鱼(Danio rerio)幼体的低剂量效应。

A multi-omic approach to elucidate low-dose effects of xenobiotics in zebrafish (Danio rerio) larvae.

作者信息

Huang Susie S Y, Benskin Jonathan P, Veldhoen Nik, Chandramouli Bharat, Butler Heather, Helbing Caren C, Cosgrove John R

机构信息

SGS AXYS, Sidney, BC, Canada; Department of Biochemistry and Microbiology, University of Victoria, Victoria, BC, Canada.

Department of Environmental Science and Analytical Chemistry (ACES), Stockholm University, Stockholm, Sweden.

出版信息

Aquat Toxicol. 2017 Jan;182:102-112. doi: 10.1016/j.aquatox.2016.11.016. Epub 2016 Nov 18.

Abstract

Regulatory-approved toxicity assays such as the OECD Fish Embryo Toxicity Assay (TG236) allow correlation of chemical exposure to adverse morphological phenotypes. However, these assays are ineffective in assessing sub-lethal (i.e. low-dose) effects, or differentiating between similar phenotypes induced by different chemicals. Inclusion of multi-omic analyses in studies investigating xenobiotic action provides improved characterization of biological response, thereby enhancing prediction of toxicological outcomes in whole animals in the absence of morphological effects. In the current study, we assessed perturbations in both the metabolome and transcriptome of zebrafish (Danio rerio; ZF) larvae exposed from 96 to 120h post fertilization to environmental concentrations of acetaminophen (APAP), diphenhydramine (DH), carbamazepine (CBZ), and fluoxetine (FLX); common pharmaceuticals with known mechanisms of action. Multi-omic responses were evaluated independently and integrated to identify molecular interactions and biological relevance of the responses. Results indicated chemical- and dose-specific changes suggesting differences in the time scale of transcript abundance and metabolite production. Increased impact on the metabolome relative to the transcriptome in FLX-treated animals suggests a stronger post-translational effect of the treatment. In contrast, the transcriptome showed higher sensitivity to perturbation in DH-exposed animals. Integration of 'omic' responses using multivariate approaches provided additional insights not obtained by independent 'omic' analyses and demonstrated that the most distinct overall response profiles were induced following low-dose exposure for all 4 pharmaceuticals. Importantly, changes in transcript abundance corroborated with predictions from metabolomic enrichment analyses and the identified perturbed biological pathways aligned with known xenobiotic mechanisms of action. This work demonstrates that a multi-omic toxicological approach, coupled with a sensitive animal model such as ZF larvae, can help characterize the toxicological relevance of acute low-dose chemical exposures.

摘要

经监管部门批准的毒性试验,如经合组织鱼类胚胎毒性试验(TG236),可将化学物质暴露与不良形态表型相关联。然而,这些试验在评估亚致死(即低剂量)效应或区分不同化学物质诱导的相似表型方面效果不佳。在研究外源化合物作用的研究中纳入多组学分析,可更好地表征生物反应,从而在无形态学效应的情况下增强对全动物毒理学结果的预测。在本研究中,我们评估了受精后96至120小时暴露于环境浓度对乙酰氨基酚(APAP)、苯海拉明(DH)、卡马西平(CBZ)和氟西汀(FLX)的斑马鱼(Danio rerio;ZF)幼体代谢组和转录组的扰动;这些都是具有已知作用机制的常见药物。对多组学反应进行独立评估并整合,以识别反应的分子相互作用和生物学相关性。结果表明存在化学物质和剂量特异性变化,表明转录本丰度和代谢物产生的时间尺度存在差异。与转录组相比,氟西汀处理的动物对代谢组的影响增加,表明该处理具有更强的翻译后效应。相比之下,转录组在苯海拉明暴露的动物中对扰动表现出更高的敏感性。使用多变量方法整合“组学”反应提供了独立“组学”分析未获得的额外见解,并表明所有4种药物在低剂量暴露后诱导出最明显的总体反应谱。重要的是,转录本丰度的变化与代谢组富集分析的预测一致,并且所确定的受扰动生物途径与已知的外源化合物作用机制一致。这项工作表明,多组学毒理学方法与敏感的动物模型(如ZF幼体)相结合,有助于表征急性低剂量化学物质暴露的毒理学相关性。

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