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利用大数据分析研究预防多柔比星所致心脏事件的药物。

Investigation of drugs for the prevention of doxorubicin-induced cardiac events using big data analysis.

机构信息

Department of Clinical Pharmacology and Therapeutics, Graduate School of Biomedical Sciences, Tokushima University, Tokushima, Japan; Department of Pharmacy, Tokushima University Hospital, Tokushima, Japan.

Clinical Research Centre for Developmental Therapeutics, Tokushima University Hospital, Tokushima, Japan.

出版信息

Eur J Pharmacol. 2022 Aug 5;928:175083. doi: 10.1016/j.ejphar.2022.175083. Epub 2022 May 31.

Abstract

AIM

Doxorubicin, an anthracycline anti-tumour agent, is an essential chemotherapeutic drug; however, the adverse events associated with doxorubicin usage, including cardiotoxicity, prevent patients from continuing treatment. Here, we used databases to explore existing approved drugs with potential preventative effects against doxorubicin-induced cardiac events and examined their efficacy and mechanisms.

METHODS

The Gene Expression Omnibus (GEO), Library of Integrated Network-based Cellular Signatures (LINCS), and Food and Drug Administration Adverse Events Reporting System (FAERS) databases were used to extract candidate prophylactic drugs. Mouse models of doxorubicin-induced cardiac events were generated by intraperitoneal administration of 20 mg/kg of doxorubicin on Day 1 and oral administration of prophylactic candidate drugs for 6 consecutive days beginning the day before doxorubicin administration. On Day 6, mouse hearts were extracted and examined for mRNA expression of apoptosis-related genes.

RESULTS

GEO analysis showed that doxorubicin administration upregulated 490 genes and downregulated 862 genes, and LINCS data identified sirolimus, verapamil, minoxidil, prednisolone, guanabenz, and mosapride as drugs capable of counteracting these genetic alterations. Examination of the effects of these drugs on cardiac toxicity using FAERS identified sirolimus and mosapride as new prophylactic drug candidates. In model mice, mosapride and sirolimus suppressed the Bax/Bcl-2 mRNA ratio, which is elevated in doxorubicin-induced cardiotoxicity. These drugs also suppressed the expression of inflammatory cytokines Il1b and Il6 and markers associated with myocardial fibrosis, including Lgal3 and Timp1.

CONCLUSION

These findings suggest that doxorubicin-induced cardiac events are suppressed by the administration of mosapride and sirolimus.

摘要

目的

多柔比星是一种蒽环类抗肿瘤药物,是一种重要的化疗药物;然而,多柔比星使用相关的不良反应,包括心脏毒性,使患者无法继续治疗。在这里,我们使用数据库来探索现有的具有预防多柔比星引起的心脏事件的潜在作用的已批准药物,并研究它们的疗效和机制。

方法

使用基因表达综合数据库(GEO)、基于网络的细胞信号综合文库(LINCS)和美国食品和药物管理局不良事件报告系统(FAERS)数据库提取候选预防药物。通过腹腔内给予 20mg/kg 多柔比星,于第 1 天开始,连续 6 天给予预防性候选药物,建立多柔比星诱导的心脏事件的小鼠模型。在第 6 天,提取小鼠心脏,检测凋亡相关基因的 mRNA 表达。

结果

GEO 分析表明,多柔比星给药上调 490 个基因,下调 862 个基因,LINCS 数据鉴定出西罗莫司、维拉帕米、米诺地尔、泼尼松龙、胍那苄和莫沙必利能够对抗这些基因改变。使用 FAERS 检查这些药物对心脏毒性的影响,鉴定出西罗莫司和莫沙必利为新的预防药物候选物。在模型小鼠中,莫沙必利和西罗莫司抑制了 Bax/Bcl-2 mRNA 比值,该比值在多柔比星诱导的心脏毒性中升高。这些药物还抑制了炎症细胞因子 Il1b 和 Il6 以及与心肌纤维化相关的标志物 Lgal3 和 Timp1 的表达。

结论

这些发现表明,多柔比星诱导的心脏事件可通过给予莫沙必利和西罗莫司来抑制。

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