Department of Neurology, West China Hospital, Sichuan University, Guo Xuexiang #37, Chengdu, 610041, China.
J Transl Med. 2024 Jan 20;22(1):83. doi: 10.1186/s12967-024-04892-7.
Observational studies have suggested an association between multiple sclerosis (MS) and cortical structure, but the results have been inconsistent.
We used two-sample Mendelian randomization (MR) to assess the causal relationship between MS and cortical structure.
MS data as the exposure trait, including 14,498 cases and 24,091 controls, were obtained from the International Multiple Sclerosis Genetics Consortium. Genome-wide association study (GWAS) data for cortical surface area (SAw/nw) and thickness (THw/nw) in 51,665 individuals of European ancestry were obtained from the ENIGMA Consortium. The inverse-variance weighted (IVW) method was used as the primary analysis for MR. Sensitivity analyses were conducted to evaluate heterogeneity and pleiotropy. Enrichment analysis was performed on MR analyses filtered by sensitivity analysis.
After IVW and sensitivity analysis filtering, only six surviving MR results provided suggestive evidence supporting a causal relationship between MS and cortical structure, including lingual SAw (p = .0342, beta (se) = 5.7127 (2.6969)), parahippocampal SAw (p = .0224, beta (se) = 1.5577 (0.6822)), rostral middle frontal SAw (p = .0154, beta (se) = - 9.0301 (3.7281)), cuneus THw (p = .0418, beta (se) = - 0.0020 (0.0010)), lateral orbitofrontal THw (p = .0281, beta (se) = 0.0025 (0.0010)), and lateral orbitofrontal THnw (p = .0417, beta (se) = 0.0029 (0.0014)). Enrichment analysis suggested that leukocyte cell-related pathways, JAK-STAT signaling pathway, NF-kappa B signaling pathway, cytokine-cytokine receptor interaction, and prolactin signaling pathway may be involved in the effect of MS on cortical morphology.
Our results provide evidence supporting a causal relationship between MS and cortical structure. Enrichment analysis suggests that the pathways mediating brain morphology abnormalities in MS patients are mainly related to immune and inflammation-driven pathways.
观察性研究表明多发性硬化症 (MS) 与皮质结构之间存在关联,但结果不一致。
我们使用两样本孟德尔随机化 (MR) 来评估 MS 与皮质结构之间的因果关系。
MS 数据作为暴露特征,包括 14498 例病例和 24091 例对照,来自国际多发性硬化症遗传学联合会。从 ENIGMA 联合会获得了欧洲血统 51665 个人的皮质表面积 (SAw/nw) 和厚度 (THw/nw) 的全基因组关联研究 (GWAS) 数据。主要分析采用逆方差加权 (IVW) 法进行 MR。进行敏感性分析以评估异质性和多效性。对经过敏感性分析过滤的 MR 分析进行富集分析。
经过 IVW 和敏感性分析过滤后,只有六项幸存的 MR 结果提供了支持 MS 与皮质结构之间存在因果关系的提示性证据,包括舌状皮质 SAw(p = .0342,beta(se) = 5.7127(2.6969))、海马旁皮质 SAw(p = .0224,beta(se) = 1.5577(0.6822))、额中回皮质 SAw(p = .0154,beta(se) = -9.0301(3.7281))、楔前叶皮质 THw(p = .0418,beta(se) = -0.0020(0.0010))、外侧眶额皮质 THw(p = .0281,beta(se) = 0.0025(0.0010))和外侧眶额皮质 THnw(p = .0417,beta(se) = 0.0029(0.0014))。富集分析表明,白细胞细胞相关途径、JAK-STAT 信号通路、NF-kappa B 信号通路、细胞因子-细胞因子受体相互作用和催乳素信号通路可能参与了 MS 对皮质形态的影响。
我们的结果提供了支持 MS 与皮质结构之间存在因果关系的证据。富集分析表明,介导 MS 患者脑形态异常的途径主要与免疫和炎症驱动的途径有关。