Causal Relationship Between Ferritin and Neuropsychiatric Disorders: A Two-Sample Mendelian Randomization Study

IF 2.8 Q2 NEUROSCIENCES Journal of Alzheimer's disease reports Pub Date : 2024-02-16 DOI:10.3233/adr-230136
Wenxian Sun, Cuibai Wei
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Abstract

Background: Previous observational research has indicated a correlation between ferritin levels and neuropsychiatric disorders, although the causal relationship remains uncertain. Objective: The objective of this study was to investigate the potential causal link between plasma ferritin levels and neuropsychiatric disorders. Methods: A two-sample Mendelian randomization (MR) study was conducted, wherein genetic instruments associated with ferritin were obtained from a previously published genome-wide association study (GWAS). Summary statistics pertaining to neuropsychiatric disorders were derived from five distinct GWAS datasets. The primary MR analysis employed the inverse variance weighted (IVW) method and was corroborated by additional methods including MR-Egger, weighted median, simple mode, and weighted mode. Sensitivity analyses were employed to identify potential pleiotropy and heterogeneity in the results. Results: The fixed effects IVW method revealed a statistically significant causal relationship between plasma ferritin level and the occurrence of Alzheimer’s disease (odds ratio [OR] = 1.06, 95% confidence interval [CI]: 1.00–1.12, p = 0.037), as well as Parkinson’s disease (OR = 1.06, 95% CI: 1.00–1.13, p = 0.041). Various sensitivity analyses were conducted, which demonstrated no substantial heterogeneity or pleiotropy. Conversely, no compelling evidence was found to support a causal association between ferritin and amyotrophic lateral sclerosis, schizophrenia, or major depressive disorder. Conclusions: This MR study provides evidence at the genetic level for a causal relationship between plasma ferritin and an increased risk of Alzheimer’s disease and Parkinson’s disease. The exact genetic mechanisms underlying this connection necessitate further investigation.
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铁蛋白与神经精神疾病之间的因果关系:双样本孟德尔随机研究
背景:以往的观察性研究表明,铁蛋白水平与神经精神疾病之间存在相关性,但其因果关系仍不确定。研究目的本研究旨在调查血浆铁蛋白水平与神经精神疾病之间的潜在因果关系。研究方法进行了一项双样本孟德尔随机化(MR)研究,从先前发表的全基因组关联研究(GWAS)中获得了与铁蛋白相关的遗传工具。与神经精神疾病有关的汇总统计数据来自五个不同的 GWAS 数据集。主要的磁共振分析采用了逆方差加权(IVW)方法,并通过其他方法(包括磁共振-艾格、加权中位数、简单模式和加权模式)进行了证实。敏感性分析用于确定结果中潜在的多义性和异质性。结果固定效应 IVW 方法显示,血浆铁蛋白水平与阿尔茨海默病(几率比 [OR] = 1.06,95% 置信区间 [CI]:1.00-1.12,p = 0.037)和帕金森病(OR = 1.06,95% 置信区间 [CI]:1.00-1.13,p = 0.041)的发生之间存在统计学意义上的显著因果关系。我们进行了各种敏感性分析,结果表明没有实质性的异质性或多义性。相反,没有发现令人信服的证据支持铁蛋白与肌萎缩侧索硬化症、精神分裂症或重度抑郁症之间存在因果关系。结论:这项磁共振研究提供了基因层面的证据,证明血浆铁蛋白与阿尔茨海默病和帕金森病风险增加之间存在因果关系。这种关系的确切遗传机制还需要进一步研究。
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