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91种循环炎症蛋白与多发性硬化症的遗传预测关联:一项孟德尔随机化研究

Genetically Predicted Association of 91 Circulating Inflammatory Proteins with Multiple Sclerosis: A Mendelian Randomization Study.

作者信息

Li Xin'ai, Ding Zhiguo, Qi Shuo, Wang Peng, Wang Junhui, Zhou Jingwei

机构信息

Department of Thyropathy, Dongzhimen Hospital, Beijing University of Chinese Medicine, Beijing 100013, China.

Sun Simiao Institute, Beijing University of Chinese Medicine, Tongchuan 727000, China.

出版信息

Brain Sci. 2024 Aug 19;14(8):833. doi: 10.3390/brainsci14080833.

Abstract

Previous studies have validated a close association between inflammatory factors and multiple sclerosis (MS), but their causal relationship is not fully profiled yet. This study used Mendelian randomization (MR) to investigate the causal effect of circulating inflammatory proteins on MS. Data from a large-scale genome-wide association study (GWAS) were analyzed using a two-sample MR method to explore the relationship between 91 circulating inflammatory proteins and MS. The inverse-variance-weighted (IVW) analysis was employed as the main method for evaluating exposures and outcomes. Furthermore, series of the methods of MR Egger, weighted median, simple mode, and weighted mode were used to fortify the final results. The results of the IVW method were corrected with Bonferroni (bon) and false discovery rate (fdr) for validating the robustness of results and ensuring the absence of heterogeneity and horizontal pleiotropy. The sensitivity analysis was also performed. The results of the forward MR analysis showed that higher levels of CCL25 were found to be associated with an increased risk of MS according to IVW results, OR: 1.085, 95% CI (1.011, 1.165), = 2.42 × 10, adjusted p_adj_bon = 1, p_adj_fdr = 0.307. Similarly, higher levels of CXCL10 were found to be associated with an increased risk of MS, OR: 1.231, 95% CI (1.057, 1.433), = 7.49 × 10, adjusted p_adj_bon = 0.682, p_adj_fdr = 0.227. In contrast, elevated levels of neurturin (NRTN) were associated with a decreased risk of MS, OR: 0.815, 95% CI (0.689, 0.964), = 1.68 × 10, adjusted p_adj_bon = 1, p_adj_fdr = 0.307. Reverse MR analysis showed no causal relationship between MS and the identified circulating inflammatory cytokines. The effects of heterogeneity and level pleiotropy were further excluded by sensitivity analysis. This study provides new insights into the relationship between circulating inflammatory proteins and MS and brings up a new possibility of using these cytokines as potential biomarkers and therapeutic targets. The data in this study show that there are only weak associations between inflammatory molecules and MS risk, which did not survive bon and fdr correction, and the obtained -values are quite low. Therefore, further studies on larger samples are needed.

摘要

以往的研究已经证实炎症因子与多发性硬化症(MS)之间存在密切关联,但其因果关系尚未完全明确。本研究采用孟德尔随机化(MR)方法来探究循环炎症蛋白对MS的因果效应。利用两样本MR方法对大规模全基因组关联研究(GWAS)的数据进行分析,以探索91种循环炎症蛋白与MS之间的关系。采用逆方差加权(IVW)分析作为评估暴露因素和结局的主要方法。此外,还使用了一系列MR-Egger、加权中位数、简单模式和加权模式等方法来强化最终结果。采用Bonferroni(bon)校正和错误发现率(fdr)对IVW方法的结果进行校正,以验证结果的稳健性,并确保不存在异质性和水平多效性。同时也进行了敏感性分析。正向MR分析结果显示,根据IVW结果,较高水平的CCL25与MS风险增加相关,OR:1.085,95%CI(1.011,1.165),P = 2.42×10,校正后p_adj_bon = 1,p_adj_fdr = 0.307。同样,较高水平的CXCL10也与MS风险增加相关,OR:1.231,95%CI(1.057,1.433),P = 7.49×10,校正后p_adj_bon = 0.682,p_adj_fdr = 0.227。相反,神经营养因子(NRTN)水平升高与MS风险降低相关,OR:0.815,95%CI(0.689,0.964),P = 1.68×10,校正后p_adj_bon = 1,p_adj_fdr = 0.307。反向MR分析表明MS与所鉴定的循环炎症细胞因子之间不存在因果关系。通过敏感性分析进一步排除了异质性和水平多效性的影响。本研究为循环炎症蛋白与MS之间的关系提供了新的见解,并提出了将这些细胞因子用作潜在生物标志物和治疗靶点的新可能性。本研究数据表明炎症分子与MS风险之间仅存在微弱关联,经bon和fdr校正后未通过检验,且所得P值相当低。因此,需要对更大样本进行进一步研究。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a013/11353031/c15e656eee2c/brainsci-14-00833-g001.jpg

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