药物性痴呆的上市后安全监测:在自发报告中利用信号检测和孟德尔随机化。

IF 3.5 4区 医学 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY
Yan Chen, Chen Li, Yinhui Yao, Yazhen Shang
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引用次数: 0

摘要

目的:许多与痴呆风险增加相关的药物没有足够的警告标签,导致对其潜在危险的严重低估。本研究旨在利用FAERS数据库识别与痴呆密切相关的药物,并使用孟德尔随机化技术检查这些药物之间的关系。最终目标是降低患痴呆症的风险。方法:我们利用FAERS数据库来确定与痴呆病例显著相关的药物。利用DrugBank、OpenTargets和STITCH数据库确定这些药物的靶基因。然后我们进行孟德尔随机化分析,探讨药物靶基因表达与痴呆发病率的相关性。此外,发病时间分析评估了药物摄入的时间关系。此外,通过基因本体(GO)、京都基因与基因组百科全书(KEGG)和蛋白质-蛋白质相互作用网络(PPI)分析,研究了与痴呆症相关药物相关的靶基因的分子通路。结果:FAERS数据库共记录了28,139例痴呆事件。我们的孟德尔随机化分析显示,所有已确定的药物靶基因的表达与血液和脑组织中的痴呆之间存在显著关联。具体来说,我们确定了9个具有显著相关性的药物靶基因,暗示喹硫平、氯氮平、丙戊酸、阿仑膦酸和地高辛与痴呆密切相关,这可以为痴呆发生的临床关注领域提供见解。结论:来自FAERS数据库的不良事件数据表明,某些药物与痴呆风险增加有关,我们的孟德尔随机化分析证实了这一发现。建立一个全面的监测和风险评估计划对于识别高危人群和促进知情的药物选择至关重要,从而有可能减少痴呆症的发病率。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Post-marketing Safety Surveillance of Drug-induced Dementia: Utilizing Signal Detection and Mendelian Randomization in Spontaneous Reports.

Objective: Many medications associated with an increased risk of dementia do not have adequate warning labels, leading to a significant underestimation of their potential dangers. This study aims to leverage the FAERS database to identify drugs strongly linked to dementia and to examine the relationship between these drugs using Mendelian randomization techniques. The ultimate goal is to mitigate the risk of developing dementia.

Methods: We utilized the FAERS database to identify medications significantly associated with dementia cases. The DrugBank, OpenTargets, and STITCH databases were employed to pinpoint the target genes of these drugs. We then conducted Mendelian randomization analysis to explore the correlation between the expression of drug target genes and the incidence of dementia. Additionally, a time-to-onset analysis assessed the temporal relationships of drug ingestions. Furthermore, Gene Ontology (GO), Kyoto Encyclopedia of Genes and Genomes (KEGG), and Protein-Protein Interaction Network (PPI) analyses were performed to investigate the molecular pathways linked to target genes related to drugs associated with dementia.

Results: A total of 28,139 dementia events were recorded in the FAERS database. Our Mendelian randomization analysis revealed a significant association between the expression of all identified drug target genes and dementia in both blood and brain tissues. Specifically, we identified nine drug target genes with significant correlations, implicating quetiapine, clozapine, valproic acid, alendronate, and digoxin as being strongly associated with dementia, which could provide insight into areas of clinical concern regarding dementia occurrence.

Conclusion: The adverse event data sourced from the FAERS database indicate that certain medications are associated with an increased risk of developing dementia, a finding corroborated by our Mendelian randomization analysis. Establishing a comprehensive monitoring and risk assessment program is crucial for identifying high-risk individuals and facilitating informed medication choices, thereby potentially reducing the incidence of dementia.

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来源期刊
Current medicinal chemistry
Current medicinal chemistry 医学-生化与分子生物学
CiteScore
8.60
自引率
2.40%
发文量
468
审稿时长
3 months
期刊介绍: Aims & Scope Current Medicinal Chemistry covers all the latest and outstanding developments in medicinal chemistry and rational drug design. Each issue contains a series of timely in-depth reviews and guest edited thematic issues written by leaders in the field covering a range of the current topics in medicinal chemistry. The journal also publishes reviews on recent patents. Current Medicinal Chemistry is an essential journal for every medicinal chemist who wishes to be kept informed and up-to-date with the latest and most important developments.
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