In vitro/in silico prediction of drug induced steatosis in relation to oral doses and blood concentrations by the Nile Red assay

尼罗河红 细胞毒性 药理学 脂肪变性 毒性 体内 化学 药代动力学 红细胞 治疗指标 体外 药品 生物化学 生物 内分泌学 荧光 物理 生物技术 有机化学 量子力学
作者
Tim Brecklinghaus,Wiebke Albrecht,Julia Duda,Franziska Kappenberg,Lisa Gründler,Karolina Edlund,Rosemarie Marchan,Ahmed Ghallab,Cristina Cadenas,Adrian Rieck,Nachiket Vartak,Laia Tolosa,José V Castell,Iain Gardner,Emina Halilbasic,Michael Trauner,Anett Ullrich,Anja Zeigerer,Özlem Demirci Turgunbayer,Georg Damm,Daniel Seehofer,Jörg Rahnenführer,Jan G Hengstler
标识
DOI:10.1016/j.toxlet.2022.08.006
摘要

The accumulation of lipid droplets in hepatocytes is a key feature of drug-induced liver injury (DILI) and can be induced by a subset of hepatotoxic compounds. In the present study, we optimized and evaluated an in vitro technique based on the fluorescent dye Nile Red, further named Nile Red assay to quantify lipid droplets induced by the exposure to chemicals. The Nile Red assay and a cytotoxicity test (CTB assay) were then performed on cells exposed concentration-dependently to 60 different compounds. Of these, 31 were known to induce hepatotoxicity in humans, and 13 were reported to also cause steatosis. In order to compare in vivo relevant blood concentrations, pharmacokinetic models were established for all compounds to simulate the maximal blood concentrations (C max ) at therapeutic doses. The results showed that several hepatotoxic compounds induced an increase in lipid droplets at sub-cytotoxic concentrations. To compare how well (1) the cytotoxicity test alone, (2) the Nile Red assay alone, and (3) the combination of the cytotoxicity test and the Nile Red assay (based on the lower EC 10 of both assays) allow the differentiation between hepatotoxic and non-hepatotoxic compounds, a previously established performance metric, the Toxicity Separation Index (TSI) was calculated. In addition, the Toxicity Estimation Index (TEI) was calculated to determine how well blood concentrations that cause an increased DILI risk can be estimated for hepatotoxic compounds. Our findings indicate that the combination of both assays improved the TSI and TEI compared to each assay alone. In conclusion, the study demonstrates that inclusion of the Nile Red assay into in vitro test batteries may improve the prediction of DILI compounds. • Drug-induced lipid droplet accumulation can be quantified by the Nile Red assay in HepG2 cells. • The Nile Red assay improves the separation of hepatotoxic and non-hepatotoxic substances. • The improved separation is evidenced by the Toxicity Separation Index (TSI). • For several steatosis inducing compounds the Nile Red assay resulted in lower effective concentrations than a viability test.

科研通智能强力驱动
Strongly Powered by AbleSci AI
科研通是完全免费的文献互助平台,具备全网最快的应助速度,最高的求助完成率。 对每一个文献求助,科研通都将尽心尽力,给求助人一个满意的交代。
实时播报
25778发布了新的文献求助10
刚刚
Criminology34应助松林采纳,获得10
刚刚
JamesPei应助LLY采纳,获得10
1秒前
1秒前
2秒前
爆米花应助松林采纳,获得10
3秒前
xx发布了新的文献求助10
5秒前
为了祖国发布了新的文献求助10
7秒前
7秒前
陶醉紫菜完成签到 ,获得积分10
8秒前
pluto应助松林采纳,获得10
8秒前
Dream123完成签到,获得积分10
8秒前
8秒前
aaa完成签到,获得积分10
8秒前
10秒前
111111驳回了bird应助
10秒前
11秒前
12秒前
14秒前
Danielle发布了新的文献求助10
14秒前
PGao完成签到,获得积分10
16秒前
小胡完成签到,获得积分10
16秒前
ding应助25778采纳,获得10
16秒前
芝士椰果发布了新的文献求助10
17秒前
18秒前
18秒前
典雅的访风完成签到,获得积分10
18秒前
19秒前
19秒前
19秒前
20秒前
蟹治猿完成签到 ,获得积分10
20秒前
Danielle完成签到,获得积分10
22秒前
章鱼小丸子完成签到 ,获得积分10
22秒前
令狐冲完成签到,获得积分0
22秒前
24秒前
掠影完成签到,获得积分10
25秒前
孙磊发布了新的文献求助10
26秒前
27秒前
靓丽小土豆完成签到 ,获得积分10
29秒前
高分求助中
(应助此贴封号)【重要!!请各用户(尤其是新用户)详细阅读】【科研通的精品贴汇总】 10000
PowerCascade: A Synthetic Dataset for Cascading Failure Analysis in Power Systems 2000
Signals, Systems, and Signal Processing 610
Unlocking Chemical Thinking: Reimagining Chemistry Teaching and Learning 555
Photodetectors: From Ultraviolet to Infrared 500
On the Dragon Seas, a sailor's adventures in the far east 500
Yangtze Reminiscences. Some Notes And Recollections Of Service With The China Navigation Company Ltd., 1925-1939 500
热门求助领域 (近24小时)
化学 材料科学 医学 生物 纳米技术 工程类 有机化学 化学工程 生物化学 计算机科学 物理 内科学 复合材料 催化作用 物理化学 光电子学 电极 细胞生物学 基因 无机化学
热门帖子
关注 科研通微信公众号,转发送积分 6355960
求助须知:如何正确求助?哪些是违规求助? 8170826
关于积分的说明 17202157
捐赠科研通 5412016
什么是DOI,文献DOI怎么找? 2864441
邀请新用户注册赠送积分活动 1841945
关于科研通互助平台的介绍 1690226