探讨阿托伐他汀与记忆丧失之间的关系:基于真实世界药物警戒学和孟德尔随机化的综合分析。

Exploring the Relationship Between Atorvastatin and Memory Loss: A Comprehensive Analysis Integrating Real-World Pharmacovigilance and Mendelian Randomization.

机构信息

Department of Neurosurgery, Xiang'an Hospital of Xiamen University, Xiamen, Fujian, China.

Department of Hepatobiliary Surgery, The Affiliated Longyan First Hospital of Fujian Medical University, Longyan, Fujian, China.

出版信息

Drugs R D. 2024 Jun;24(2):317-329. doi: 10.1007/s40268-024-00474-6. Epub 2024 Jul 4.

Abstract

BACKGROUND AND OBJECTIVE

Atorvastatin is a drug widely used to prevent cardiovascular and cerebrovascular diseases. Current observational studies suggest that atorvastatin may be associated with cognitive dysfunction (especially memory loss). However, some studies have suggested that dyslipidemia may be an important factor in cognitive dysfunction. The purpose of this study was to perform a pharmacovigilance analysis using real-world data from the US Food and Drug Administration's Adverse Event Reporting System (FAERS) to assess whether memory loss is an adverse effect of atorvastatin and to further clarify its causality through Mendelian randomization (MR).

METHODS

We extracted real-world data from the FAERS database (Quarter 1 2004 to Quarter 1 2023). Disproportionality analysis methods and measures of association such as the reporting odds ratio (OR), proportional reporting ratio, Bayesian confidence interval progressive neural network, and polynomial Gamma Poisson distribution reduction were used to assess whether memory loss was an adverse effect of atorvastatin. In addition, we used MR to evaluate causality in depth.

RESULTS

In the pharmacovigilance analysis of atorvastatin, we extracted four datasets of clinical symptoms associated with memory loss from the FAERS database [Amnesia (n = 1196), Memory impairment (n = 840), Transient global amnesia (n = 38), and Retrograde amnesia (n = 9)]. The reporting OR, proportional reporting ratio, Bayesian confidence interval progressive neural network, and Gamma Poisson distribution reduction all showed positive results for amnesia, transient global amnesia, and retrograde amnesia, while the reporting OR and Bayesian confidence interval progressive neural network also showed positive results for memory disorders. Thus, memory loss was a frequent side effect of atorvastatin. The MR analyses were used to further evaluate the association between statins and memory loss. The results of the MR analysis (statins and memory loss) are as follows: Ivw (mre) (β = 0.11 [OR = 1.11], P = 0.01 < 0.05) and the OR and β directions of MR-Egger and weighted mode were the same. The results of the MR analysis (statins and mitochondrial DNA copy number) are as follows: Ivw(mre) (β = -0.03 [OR = 0.96], P < 0.01) and the OR and β direction of MR-Egger and weighted mode are the same. The results of the MR analysis (DNA copy number and memory loss) are as follows: Ivw(β = - 0.06 [OR = 0.94], P = 0.04 < 0.05) and the OR and β direction of MR-Egger and weighted mode were the same. The pleiotropy test did not find horizontal diversity in our results.

CONCLUSIONS

This study suggests that memory loss is a notable adverse event associated with atorvastatin and provides evidence indicating a potential causal relationship between atorvastatin and memory loss. We also found that statins may further affect memory by affecting mitochondrial function. Therefore, in the clinical use of atorvastatin, it is important to carefully monitor the changes in cognitive function of patients. Second, a pharmacovigilance analysis combined with MR was used in this study to provide a new approach for the study of adverse drug reactions. This comprehensive analysis method helps to evaluate the safety of drugs and the risk of adverse reactions more comprehensively and provides doctors with a more accurate clinical decision-making basis.

摘要

背景与目的

阿托伐他汀是一种广泛用于预防心脑血管疾病的药物。目前的观察性研究表明,阿托伐他汀可能与认知功能障碍(尤其是记忆力下降)有关。然而,一些研究表明,血脂异常可能是认知功能障碍的一个重要因素。本研究旨在使用美国食品和药物管理局不良事件报告系统(FAERS)的真实世界数据进行药物警戒分析,以评估记忆力下降是否是阿托伐他汀的不良反应,并通过孟德尔随机化(MR)进一步澄清其因果关系。

方法

我们从 FAERS 数据库(2004 年第 1 季度至 2023 年第 1 季度)中提取真实世界数据。使用比例失衡分析方法和关联度量,如报告比值比(OR)、比例报告比、贝叶斯置信区间渐进神经网络和多项式伽马泊松分布减少,以评估记忆力下降是否是阿托伐他汀的不良反应。此外,我们使用 MR 进行深入评估因果关系。

结果

在阿托伐他汀的药物警戒分析中,我们从 FAERS 数据库中提取了四个与记忆力下降相关的临床症状数据集[遗忘症(n = 1196)、记忆障碍(n = 840)、短暂性全面遗忘症(n = 38)和逆行性遗忘症(n = 9)]。报告比值比、比例报告比、贝叶斯置信区间渐进神经网络和伽马泊松分布减少都显示出对遗忘症、短暂性全面遗忘症和逆行性遗忘症的阳性结果,而报告比值比和贝叶斯置信区间渐进神经网络也显示出对记忆障碍的阳性结果。因此,记忆力下降是阿托伐他汀的常见副作用。MR 分析用于进一步评估他汀类药物与记忆力下降之间的关联。MR 分析(他汀类药物和记忆力下降)的结果如下:Ivw(mre)(β = 0.11 [OR = 1.11],P = 0.01 < 0.05)和 MR-Egger 和加权模式的 OR 和 β 方向相同。MR 分析(他汀类药物和线粒体 DNA 拷贝数)的结果如下:Ivw(mre)(β = -0.03 [OR = 0.96],P < 0.01)和 MR-Egger 和加权模式的 OR 和 β 方向相同。MR 分析(DNA 拷贝数和记忆力下降)的结果如下:Ivw(β = -0.06 [OR = 0.94],P = 0.04 < 0.05)和 MR-Egger 和加权模式的 OR 和 β 方向相同。多效性检验未发现我们结果的水平多样性。

结论

本研究表明记忆力下降是阿托伐他汀的一个显著不良事件,并提供了阿托伐他汀与记忆力下降之间可能存在因果关系的证据。我们还发现,他汀类药物可能通过影响线粒体功能进一步影响记忆。因此,在阿托伐他汀的临床应用中,重要的是要仔细监测患者认知功能的变化。其次,本研究采用药物警戒分析结合 MR,为药物不良反应的研究提供了新的方法。这种综合分析方法有助于更全面地评估药物的安全性和不良反应风险,并为医生提供更准确的临床决策依据。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/354b/11315864/22f1ada3f6bd/40268_2024_474_Fig1_HTML.jpg

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