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一种整合计算机模拟和体内实验的方法来确定帕洛诺司琼对顺铂诱导的肾毒性的保护作用。

An Integrated In Silico and In Vivo Approach to Identify Protective Effects of Palonosetron in Cisplatin-Induced Nephrotoxicity.

作者信息

Wakai Eri, Suzumura Yuya, Ikemura Kenji, Mizuno Toshiro, Watanabe Masatoshi, Takeuchi Kazuhiko, Nishimura Yuhei

机构信息

Department of Integrative Pharmacology, Mie University Graduate School of Medicine, Tsu 514-8507, Japan.

Department of Pharmacy, Osaka University Hospital, Suita 565-0871, Japan.

出版信息

Pharmaceuticals (Basel). 2020 Dec 20;13(12):480. doi: 10.3390/ph13120480.

Abstract

Cisplatin is widely used to treat various types of cancers, but it is often limited by nephrotoxicity. Here, we employed an integrated in silico and in vivo approach to identify potential treatments for cisplatin-induced nephrotoxicity (CIN). Using publicly available mouse kidney and human kidney organoid transcriptome datasets, we first identified a 208-gene expression signature for CIN and then used the bioinformatics database Cmap and Lincs Unified Environment (CLUE) to identify drugs expected to counter the expression signature for CIN. We also searched the adverse event database, Food and Drug Administration. Adverse Event Reporting System (FAERS), to identify drugs that reduce the reporting odds ratio of developing cisplatin-induced acute kidney injury. Palonosetron, a serotonin type 3 receptor (5-hydroxytryptamine receptor 3 (5-HT3R)) antagonist, was identified by both CLUE and FAERS analyses. Notably, clinical data from 103 patients treated with cisplatin for head and neck cancer revealed that palonosetron was superior to ramosetron in suppressing cisplatin-induced increases in serum creatinine and blood urea nitrogen levels. Moreover, palonosetron significantly increased the survival rate of zebrafish exposed to cisplatin but not to other 5-HT3R antagonists. These results not only suggest that palonosetron can suppress CIN but also support the use of in silico and in vivo approaches in drug repositioning studies.

摘要

顺铂被广泛用于治疗各种类型的癌症,但它常常受到肾毒性的限制。在此,我们采用了一种整合的计算机模拟和体内实验方法来确定顺铂诱导的肾毒性(CIN)的潜在治疗方法。利用公开可用的小鼠肾脏和人类肾脏类器官转录组数据集,我们首先确定了一个针对CIN的208个基因的表达特征,然后使用生物信息学数据库Cmap和Lincs统一环境(CLUE)来识别有望对抗CIN表达特征的药物。我们还搜索了不良事件数据库——美国食品药品监督管理局不良事件报告系统(FAERS),以识别能降低发生顺铂诱导的急性肾损伤报告比值比的药物。通过CLUE和FAERS分析均鉴定出了帕洛诺司琼,一种5-羟色胺3型受体(5-HT3R)拮抗剂。值得注意的是,103例接受顺铂治疗的头颈癌患者的临床数据显示,在抑制顺铂诱导的血清肌酐和血尿素氮水平升高方面,帕洛诺司琼优于雷莫司琼。此外,帕洛诺司琼显著提高了暴露于顺铂的斑马鱼的存活率,但对其他5-HT3R拮抗剂则不然。这些结果不仅表明帕洛诺司琼可以抑制CIN,还支持在药物重新定位研究中使用计算机模拟和体内实验方法。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b109/7766590/3266802ac93a/pharmaceuticals-13-00480-g001.jpg

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