Guangxi University of Chinese Medicine, Nanning, 530200, China.
Guangxi Technological College of Machinery and Electricity, Nanning, 530007, China.
Sci Rep. 2024 Aug 23;14(1):19644. doi: 10.1038/s41598-024-70370-1.
Our study investigated the causal relationship between immune cells, metabolites, and epilepsy using two-sample Mendelian Randomization (MR) and mediation MR analysis of 731 immune cell traits and 1400 metabolites. Our core methodology centered on inverse-variance weighted MR, supplemented by other methods. This approach was crucial in clarifying the potential intermediary functions of metabolites in the genetic links between traits of immune cells and epilepsy. We found a causal relationship between immune cells and epilepsy. Specifically, the genetically predicted levels of CD64 on CD14-CD16- are positively correlated with the risk of epilepsy (p < 0.001, OR = 1.0826, 95% CI 1.0361-1.1312). Similarly, metabolites also exhibit a causal relationship with both immune cells (OR = 1.0438, 95% CI 1.0087-1.0801, p = 0.0140) and epilepsy (p = 0.0334, OR = 1.0897, 95% CI 1.0068-1.1795), and sensitivity analysis was conducted to further validate these relationships. Importantly, our intermediate MR results suggest that the metabolite Paraxanthine to linoleate (18:2n6) ratio may mediate the causal relationship between immune cell CD64 on CD14-CD16- and epilepsy, with a mediation effect of 5.05%. The results suggest the importance of specific immune cell levels and metabolites in understanding epilepsy's pathogenesis, which is significant for its prevention and treatment.
我们使用两样本 Mendelian Randomization (MR) 和对 731 种免疫细胞特征和 1400 种代谢物的中介 MR 分析研究了免疫细胞、代谢物和癫痫之间的因果关系。我们的核心方法是基于逆方差加权 MR,辅以其他方法。这种方法对于阐明代谢物在免疫细胞特征与癫痫之间遗传联系中的潜在中介作用至关重要。我们发现免疫细胞与癫痫之间存在因果关系。具体而言,CD14-CD16-上 CD64 的遗传预测水平与癫痫风险呈正相关(p<0.001,OR=1.0826,95%CI 1.0361-1.1312)。同样,代谢物也与免疫细胞(OR=1.0438,95%CI 1.0087-1.0801,p=0.0140)和癫痫(p=0.0334,OR=1.0897,95%CI 1.0068-1.1795)之间存在因果关系,并且进行了敏感性分析以进一步验证这些关系。重要的是,我们的中介 MR 结果表明,代谢物对黄嘌呤(18:2n6)的比可能介导 CD14-CD16-上的免疫细胞 CD64 与癫痫之间的因果关系,中介效应为 5.05%。这些结果表明特定免疫细胞水平和代谢物在理解癫痫发病机制中的重要性,这对于预防和治疗癫痫具有重要意义。