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多组学生物标记物 HeCaToS 数据集用于心脏毒性和肝毒性化合物的重复剂量毒性研究。

Multi-omics HeCaToS dataset of repeated dose toxicity for cardiotoxic & hepatotoxic compounds.

机构信息

Department of Toxicogenomics, GROW - School for Oncology and Reproduction, Maastricht University, Maastricht, The Netherlands.

European Molecular Biology Laboratory, European Bioinformatics Institute (EMBL-EBI), Hinxton, UK.

出版信息

Sci Data. 2022 Nov 14;9(1):699. doi: 10.1038/s41597-022-01825-1.

Abstract

The data currently described was generated within the EU/FP7 HeCaToS project (Hepatic and Cardiac Toxicity Systems modeling). The project aimed to develop an in silico prediction system to contribute to drug safety assessment for humans. For this purpose, multi-omics data of repeated dose toxicity were obtained for 10 hepatotoxic and 10 cardiotoxic compounds. Most data were gained from in vitro experiments in which 3D microtissues (either hepatic or cardiac) were exposed to a therapeutic (physiologically relevant concentrations calculated through PBPK-modeling) or a toxic dosing profile (IC20 after 7 days). Exposures lasted for 14 days and samples were obtained at 7 time points (therapeutic doses: 2-8-24-72-168-240-336 h; toxic doses 0-2-8-24-72-168-240 h). Transcriptomics (RNA sequencing & microRNA sequencing), proteomics (LC-MS), epigenomics (MeDIP sequencing) and metabolomics (LC-MS & NMR) data were obtained from these samples. Furthermore, functional endpoints (ATP content, Caspase3/7 and O2 consumption) were measured in exposed microtissues. Additionally, multi-omics data from human biopsies from patients are available. This data is now being released to the scientific community through the BioStudies data repository ( https://www.ebi.ac.uk/biostudies/ ).

摘要

目前描述的数据是在欧盟/FP7 HeCaToS 项目(肝和心脏毒性系统建模)中生成的。该项目旨在开发一种计算预测系统,为人类药物安全性评估做出贡献。为此,获得了 10 种肝毒性和 10 种心脏毒性化合物的重复剂量毒性的多组学数据。大多数数据来自于体外实验,其中 3D 微组织(肝或心脏)暴露于治疗剂量(通过 PBPK 建模计算出的生理相关浓度)或毒性剂量方案(7 天后的 IC20)。暴露持续 14 天,在 7 个时间点(治疗剂量:2-8-24-72-168-240-336 小时;毒性剂量:0-2-8-24-72-168-240 小时)采集样本。从这些样本中获得了转录组学(RNA 测序和 microRNA 测序)、蛋白质组学(LC-MS)、表观基因组学(MeDIP 测序)和代谢组学(LC-MS 和 NMR)数据。此外,暴露的微组织中的功能终点(ATP 含量、Caspase3/7 和 O2 消耗)也进行了测量。此外,还可以从患者的人类活检中获得多组学数据。现在,这些数据通过 BioStudies 数据存储库(https://www.ebi.ac.uk/biostudies/)向科学界发布。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a295/9663581/8be37131ee20/41597_2022_1825_Fig1_HTML.jpg

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