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皮肤微生物群、循环代谢生物标志物与癫痫:孟德尔随机化分析

Skin Microbiota, Circulating Metabolic Biomarker, Epilepsy: A Mendelian Randomization Analysis.

作者信息

Wang Yongheng, Liu Tianyi, Wu Shangying, Sun Jiawei, Mu Mingdao, Yang Zhiyuan

机构信息

School of Artificial Intelligence, Hangzhou Dianzi University, Hangzhou 310018, China.

School of Biomedical Sciences, The Chinese University of Hong Kong, Hong Kong 999077, China.

出版信息

Curr Issues Mol Biol. 2024 Dec 11;46(12):13937-13950. doi: 10.3390/cimb46120833.

Abstract

Epilepsy is a neurological disorder characterized by recurrent, unprovoked seizures. Currently, the associations among skin microbiota, circulating metabolites, and epilepsy are still not well studied. In this study, we applied univariate and two-step Mendelian randomization analysis using single nucleotide polymorphisms as instrumental variables to analyze the possible associations. Five skin microbiota (asv022, asv008, bacillales, clostridiale, and micrococcaceae) and four circulating metabolites were found to be associated with epilepsy. Our results also showed that leucine level (-value = 0.0487, OR = 1.067) and glutamine level (-value = 0.0372, OR = 1.065) show a slight increased association with epilepsy, while phospholipids in medium LDL (-value = 0.0302, OR = 0.9308) and ratio of saturated fatty acids (-value = 0.0309, OR = 0.9017) appear to show a slight inverse correlation with epilepsy. In addition, the heterogeneity test and horizontal pleiotropy analysis indicated these results are robust in different situations. By mapping analysis, 54 genes were associated with at least two metabolites. By functional analysis, these genes were enriched in the immune-related pathways, which may have systemic effects on brain function. Our results provide a novel insight for understanding possible mechanisms of some epilepsy associations, which by further study might provide avenues for therapy research.

摘要

癫痫是一种以反复发作、无诱因惊厥为特征的神经系统疾病。目前,皮肤微生物群、循环代谢物与癫痫之间的关联仍未得到充分研究。在本研究中,我们使用单核苷酸多态性作为工具变量,应用单变量和两步孟德尔随机化分析来分析可能的关联。发现五种皮肤微生物群(asv022、asv008、芽孢杆菌目、梭菌目和微球菌科)和四种循环代谢物与癫痫有关。我们的结果还表明,亮氨酸水平(P值 = 0.0487,OR = 1.067)和谷氨酰胺水平(P值 = 0.0372,OR = 1.065)与癫痫的关联略有增加,而中等密度脂蛋白中的磷脂(P值 = 0.0302,OR = 0.9308)和饱和脂肪酸比例(P值 = 0.0309,OR = 0.9017)似乎与癫痫呈轻微负相关。此外,异质性检验和水平多效性分析表明,这些结果在不同情况下是稳健的。通过映射分析,54个基因与至少两种代谢物相关。通过功能分析,这些基因在免疫相关途径中富集,这可能对脑功能产生全身影响。我们的结果为理解某些癫痫关联的可能机制提供了新的见解,通过进一步研究可能为治疗研究提供途径。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6e1a/11726749/b6e31309d386/cimb-46-00833-g001.jpg

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