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TPD-seq:一种从细胞系中推导转录组起始点的高通量RNA测序方法。

TPD-seq: A high throughput RNA-seq method to derive transcriptomic points of departure from cell lines.

作者信息

Mittal Krittika, Xu Ke, Rulli Samuel J, Zhou Guangyan, Xia Jianguo, Basu Niladri

机构信息

Faculty of Agricultural and Environmental Sciences, McGill University, Montreal, Canada.

QIAGEN Sciences Inc., 6951 Executive Way, Frederick, MD 21703, USA.

出版信息

Toxicol In Vitro. 2025 Apr;104:106001. doi: 10.1016/j.tiv.2024.106001. Epub 2024 Dec 19.

Abstract

There is growing scientific and regulatory interest in transcriptomic points of departure (tPOD) values from high-throughput in vitro experiments. To further help democratize tPOD research, here we outline 'TPD-seq' which links microplate-based exposure methods involving cell lines for human (Caco-2, Hep G2) and environmental (rainbow trout RTgill-W1) health, with a commercially available RNA-seq kit, with a cloud-based bioinformatics tool (ExpressAnalyst.ca). We applied the TPD-seq workflow to derive tPODs for solvents (dimethyl sulfoxide, DMSO; methanol) and positive controls (3,4-dichloroaniline, DCA; hydrogen peroxide, HO) commonly used in toxicity testing. The majority of reads mapped to protein coding genes (∼9 k for fish cells; ∼6 k for human cells), and about 50 % of differentially expressed genes were curve-fitted from which 90 % yielded gene benchmark doses. The most robust transcriptomic responses were caused by DMSO exposure, and tPOD values were 31-155 mM across the cell lines. OECD test guideline 249 (RTgill-W1 cells) recommends the use of DCA and here we calculated a tPOD of ∼5 to 76 μM. Finally, exposure of the two human cell lines to HO resulted in tPOD values that ranged from 0.7 to 1.1 mM in Caco-2 cells and 5-30 μM in Hep G2 cells. The methods outlined here are designed to be performed in laboratories with basic molecular and cell culture facilities, and the performance and scalability of the TPD-seq workflow can be determined with additional case studies.

摘要

高通量体外实验得出的转录组学出发值(tPOD)受到了越来越多的科学和监管关注。为了进一步推动tPOD研究的普及,我们在此概述“TPD-seq”,它将基于微孔板的暴露方法与市售RNA测序试剂盒以及基于云的生物信息学工具(ExpressAnalyst.ca)联系起来,这些暴露方法涉及用于人类(Caco-2、Hep G2)和环境(虹鳟鱼RTgill-W1)健康的细胞系。我们应用TPD-seq工作流程来推导毒性测试中常用溶剂(二甲基亚砜,DMSO;甲醇)和阳性对照(3,4-二氯苯胺,DCA;过氧化氢,HO)的tPOD。大多数读数映射到蛋白质编码基因(鱼类细胞约9000个;人类细胞约6000个),约50%的差异表达基因进行了曲线拟合,其中90%产生了基因基准剂量。最强烈的转录组反应是由DMSO暴露引起的,各细胞系的tPOD值为31 - 155 mM。经合组织测试指南249(RTgill-W1细胞)推荐使用DCA,并在此计算出约5至76 μM的tPOD。最后,两种人类细胞系暴露于HO后,Caco-细胞系的tPOD值范围为0.7至1.1 mM,Hep G2细胞系的tPOD值范围为5至30 μM。这里概述的方法旨在具备基本分子和细胞培养设施的实验室中进行,TPD-seq工作流程的性能和可扩展性可通过更多案例研究来确定。

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