Xie Kexin, Chen Ming, An Hongjin, Gao Jinhang, Tang Chengwei, Huang Zhiyin
Laboratory of Gastroenterology & Hepatology, State Key Laboratory of Biotherapy, West China Hospital, Sichuan University, Chengdu, China.
Department of Gastroenterology and Hepatology, West China Hospital, Sichuan University, Chengdu, China.
Ther Adv Chronic Dis. 2024 Dec 11;15:20406223241303649. doi: 10.1177/20406223241303649. eCollection 2024.
Increasing evidence suggests that immunophenotypes play a crucial role in Metabolic dysfunction-associated fatty liver disease (MAFLD), but the specific immunophenotypes contributing to its pathogenesis remain unclear.
This study aimed to elucidate the causal associations between immunophenotypes and MAFLD and identify the underlying mediation pathways involved.
Mendelian randomization (MR) study.
This study is a quasi-causal inference analysis using univariable and multivariable MR (UVMR and MVMR). Five MAFLD genome-wide association studies (GWASs) and the largest immunophenotype GWAS were analyzed to assess their causal associations. Two-step MR identified potential mediators and quantified their mediation proportions. Comprehensive MR methods, multiple sensitivity analyses, meta-analyses, and false discovery rate (FDR) further enhanced the robustness of our findings.
Pooled inverse-variance weighted (IVW) estimates in UVMR identified 47 immunophenotypes having a suggestive causal association with MAFLD. After adjusting for FDR, three lymphocyte phenotypes remained significant: CD20 on IgDCD24 B cells (OR: 1.035, : 0.006), terminally differentiated CD8 T cells %T cells (OR: 1.052, : 0.006), and CD4 on CD39 secreting CD4 regulatory T cells (OR: 1.036, : 0.046). Meta-analysis of IVW MVMR estimates with confounders adjustment confirmed that CD20 on IgDCD24 B cells and terminally differentiated CD8 T cells %T cells had significant direct causal associations on MAFLD ( < 0.05). Additionally, two-step MR analysis identified the waist-to-hip ratio as a mediator, accounting for 42.64% of the causal association between CD20 on IgDCD24 B cells and MAFLD.
The causal associations of three lymphocyte phenotypes with increased MAFLD risk were identified in this study. CD20 on IgDCD24 B cells may both directly and indirectly elevate MAFLD risk, while terminally differentiated CD8 T cells have a direct causal relationship with MAFLD. These findings suggest new possibilities for targeted therapies and underscore the potential for personalized immunotherapy in managing MAFLD.
越来越多的证据表明免疫表型在代谢功能障碍相关脂肪性肝病(MAFLD)中起关键作用,但导致其发病机制的具体免疫表型仍不清楚。
本研究旨在阐明免疫表型与MAFLD之间的因果关系,并确定其中潜在的中介途径。
孟德尔随机化(MR)研究。
本研究是一项使用单变量和多变量MR(UVMR和MVMR)的准因果推断分析。分析了五项MAFLD全基因组关联研究(GWAS)和最大的免疫表型GWAS,以评估它们之间的因果关系。两步MR确定了潜在的中介因素,并量化了它们的中介比例。综合MR方法、多重敏感性分析、荟萃分析和错误发现率(FDR)进一步增强了我们研究结果的稳健性。
UVMR中的合并逆方差加权(IVW)估计确定了47种免疫表型与MAFLD存在提示性因果关系。在调整FDR后,三种淋巴细胞表型仍然显著:IgDCD24 B细胞上的CD20(比值比:1.035,P值:0.006)、终末分化CD8 T细胞占T细胞的百分比(比值比:1.052,P值:0.006)以及CD39分泌性CD4调节性T细胞上的CD4(比值比:1.036,P值:0.046)。对调整混杂因素后的IVW MVMR估计进行荟萃分析,证实IgDCD24 B细胞上的CD20和终末分化CD8 T细胞占T细胞的百分比与MAFLD存在显著的直接因果关系(P值<0.05)。此外,两步MR分析确定腰臀比为中介因素,占IgDCD24 B细胞上的CD20与MAFLD之间因果关系的42.64%。
本研究确定了三种淋巴细胞表型与MAFLD风险增加之间的因果关系。IgDCD24 B细胞上的CD20可能直接和间接增加MAFLD风险,而终末分化CD8 T细胞与MAFLD存在直接因果关系。这些发现为靶向治疗提供了新的可能性,并强调了个性化免疫疗法在管理MAFLD方面的潜力。