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哺乳动物模型系统中TCDD介导的转录组反应数据集汇编。

Compendium of TCDD-mediated transcriptomic response datasets in mammalian model systems.

作者信息

Prokopec Stephenie D, Houlahan Kathleen E, Sun Ren X, Watson John D, Yao Cindy Q, Lee Jamie, P'ng Christine, Pang Renee, Wu Alexander H, Chong Lauren C, Smith Ashley B, Harding Nicholas J, Moffat Ivy D, Lindén Jere, Lensu Sanna, Okey Allan B, Pohjanvirta Raimo, Boutros Paul C

机构信息

Informatics and Bio-computing Program, Ontario Institute for Cancer Research, 661 University Avenue, Suite 510, Toronto, ON, M5G 0A3, Canada.

Department of Pharmacology & Toxicology, University of Toronto, Toronto, Canada.

出版信息

BMC Genomics. 2017 Jan 13;18(1):78. doi: 10.1186/s12864-016-3446-z.

Abstract

BACKGROUND

2,3,7,8-tetrachlorodibenzo-p-dioxin (TCDD) is the most potent congener of the dioxin class of environmental contaminants. Exposure to TCDD causes a wide range of toxic outcomes, ranging from chloracne to acute lethality. The severity of toxicity is highly dependent on the aryl hydrocarbon receptor (AHR). Binding of TCDD to the AHR leads to changes in transcription of numerous genes. Studies evaluating the transcriptional changes brought on by TCDD may provide valuable insight into the role of the AHR in human health and disease. We therefore compiled a collection of transcriptomic datasets that can be used to aid the scientific community in better understanding the transcriptional effects of ligand-activated AHR.

RESULTS

Specifically, we have created a datasets package - TCDD.Transcriptomics - for the R statistical environment, consisting of 63 unique experiments comprising 377 samples, including various combinations of 3 species (human derived cell lines, mouse and rat), 4 tissue types (liver, kidney, white adipose tissue and hypothalamus) and a wide range of TCDD exposure times and doses. These datasets have been fully standardized using consistent preprocessing and annotation packages (available as of September 14, 2015). To demonstrate the utility of this R package, a subset of "AHR-core" genes were evaluated across the included datasets. Ahrr, Nqo1 and members of the Cyp family were significantly induced following exposure to TCDD across the studies as expected while Aldh3a1 was induced specifically in rat liver. Inmt was altered only in liver tissue and primarily by rat-AHR.

CONCLUSIONS

Analysis of the "AHR-core" genes demonstrates a continued need for studies surrounding the impact of AHR-activity on the transcriptome; genes believed to be consistently regulated by ligand-activated AHR show surprisingly little overlap across species and tissues. Until now, a comprehensive assessment of the transcriptome across these studies was challenging due to differences in array platforms, processing methods and annotation versions. We believe that this package, which is freely available for download ( http://labs.oicr.on.ca/boutros-lab/tcdd-transcriptomics ) will prove to be a highly beneficial resource to the scientific community evaluating the effects of TCDD exposure as well as the variety of functions of the AHR.

摘要

背景

2,3,7,8-四氯二苯并对二恶英(TCDD)是环境污染物二恶英类中最具毒性的同系物。接触TCDD会导致从氯痤疮到急性致死等广泛的毒性后果。毒性的严重程度高度依赖于芳烃受体(AHR)。TCDD与AHR的结合会导致众多基因转录的变化。评估TCDD引起的转录变化的研究可能会为AHR在人类健康和疾病中的作用提供有价值的见解。因此,我们汇编了一组转录组数据集,可用于帮助科学界更好地理解配体激活的AHR的转录效应。

结果

具体而言,我们为R统计环境创建了一个数据集包——TCDD.Transcriptomics,它由63个独特的实验组成,包含377个样本,包括3种物种(人源细胞系、小鼠和大鼠)、4种组织类型(肝脏、肾脏、白色脂肪组织和下丘脑)的各种组合以及广泛的TCDD暴露时间和剂量。这些数据集已使用一致的预处理和注释包进行了全面标准化(截至2015年9月14日可用)。为了证明这个R包的实用性,在纳入的数据集中评估了“AHR核心”基因的一个子集。正如预期的那样,在各项研究中,接触TCDD后Ahrr、Nqo1和Cyp家族成员均被显著诱导,而Aldh3a1仅在大鼠肝脏中被诱导。Inmt仅在肝脏组织中发生改变,且主要是由大鼠AHR引起的。

结论

对“AHR核心”基因的分析表明,仍需要围绕AHR活性对转录组的影响进行研究;被认为受配体激活的AHR持续调控的基因在物种和组织之间的重叠惊人地少。到目前为止,由于阵列平台、处理方法和注释版本的差异,对这些研究中的转录组进行全面评估具有挑战性。我们相信,这个可免费下载的包(http://labs.oicr.on.ca/boutros-lab/tcdd-transcriptomics)将被证明是评估TCDD暴露影响以及AHR多种功能的科学界的一个非常有益的资源。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5b73/5237151/6a854d6b9259/12864_2016_3446_Fig1_HTML.jpg

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