Kexin Xie, Ming Chen, Hongjin An, Jinhang Gao, Chengwei Tang, Zhiyin Huang
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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.</p><p><strong>Results: </strong>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 IgD<sup>-</sup>CD24<sup>-</sup> B cells (OR: 1.035, <i>p</i> <sub>fdr</sub>: 0.006), terminally differentiated CD8<sup>+</sup> T cells %T cells (OR: 1.052, <i>p</i> <sub>fdr</sub>: 0.006), and CD4 on CD39<sup>+</sup> secreting CD4<sup>+</sup> regulatory T cells (OR: 1.036, <i>p</i> <sub>fdr</sub>: 0.046). Meta-analysis of IVW MVMR estimates with confounders adjustment confirmed that CD20 on IgD<sup>-</sup>CD24<sup>-</sup> B cells and terminally differentiated CD8<sup>+</sup> T cells %T cells had significant direct causal associations on MAFLD (<i>p</i> <sub>fdr</sub> < 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 IgD<sup>-</sup>CD24<sup>-</sup> B cells and MAFLD.</p><p><strong>Conclusion: </strong>The causal associations of three lymphocyte phenotypes with increased MAFLD risk were identified in this study. CD20 on IgD<sup>-</sup>CD24<sup>-</sup> B cells may both directly and indirectly elevate MAFLD risk, while terminally differentiated CD8<sup>+</sup> 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.</p>","PeriodicalId":22960,"journal":{"name":"Therapeutic Advances in Chronic Disease","volume":"15 ","pages":"20406223241303649"},"PeriodicalIF":3.3000,"publicationDate":"2024-12-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11635899/pdf/","citationCount":"0","resultStr":"{\"title\":\"Causal associations of immunophenotypes with metabolic dysfunction-associated fatty liver disease and mediating pathways: a Mendelian randomization study.\",\"authors\":\"Kexin Xie, Ming Chen, Hongjin An, Jinhang Gao, Chengwei Tang, Zhiyin Huang\",\"doi\":\"10.1177/20406223241303649\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Background: </strong>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.</p><p><strong>Objectives: </strong>This study aimed to elucidate the causal associations between immunophenotypes and MAFLD and identify the underlying mediation pathways involved.</p><p><strong>Design: </strong>Mendelian randomization (MR) study.</p><p><strong>Methods: </strong>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.</p><p><strong>Results: </strong>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 IgD<sup>-</sup>CD24<sup>-</sup> B cells (OR: 1.035, <i>p</i> <sub>fdr</sub>: 0.006), terminally differentiated CD8<sup>+</sup> T cells %T cells (OR: 1.052, <i>p</i> <sub>fdr</sub>: 0.006), and CD4 on CD39<sup>+</sup> secreting CD4<sup>+</sup> regulatory T cells (OR: 1.036, <i>p</i> <sub>fdr</sub>: 0.046). 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引用次数: 0
摘要
背景:越来越多的证据表明,免疫表型在代谢功能障碍相关性脂肪肝(MAFLD)中起着至关重要的作用,但导致其发病机制的特定免疫表型仍不清楚:本研究旨在阐明免疫表型与代谢功能障碍相关性脂肪肝之间的因果关系,并确定其中的潜在中介途径:设计:孟德尔随机化(MR)研究:本研究采用单变量和多变量 MR(UVMR 和 MVMR)进行准因果推断分析。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联。两步磁共振法确定了潜在的中介因子并量化了其中介比例。全面的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:结果:UVMR的汇总逆方差加权(IVW)估计值确定了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:IgD-CD24- B 细胞上的 CD20(OR:1.035,p fdr:0.006)、终末分化的 CD8+ T 细胞 %T 细胞(OR:1.052,p fdr:0.006)和 CD39+ 分泌 CD4+ 调节性 T 细胞上的 CD4(OR:1.036,p fdr:0.046)。对混杂因素调整后的 IVW MVMR 估计值进行的 Meta 分析证实,IgD-CD24- B 细胞上的 CD20 和终末分化的 CD8+ T 细胞 %T 细胞与 MAFLD 有显著的直接因果关系(p fdr -CD24- B 细胞与 MAFLD):本研究确定了三种淋巴细胞表型与 MAFLD 风险增加的因果关系。IgD-CD24- B细胞上的CD20可能会直接或间接地增加MAFLD风险,而终末分化的CD8+ T细胞与MAFLD有直接的因果关系。这些发现为靶向疗法提供了新的可能性,并强调了个性化免疫疗法在管理 MAFLD 方面的潜力。
Causal associations of immunophenotypes with metabolic dysfunction-associated fatty liver disease and mediating pathways: a Mendelian randomization study.
Background: 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.
Objectives: This study aimed to elucidate the causal associations between immunophenotypes and MAFLD and identify the underlying mediation pathways involved.
Design: Mendelian randomization (MR) study.
Methods: 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.
Results: 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 IgD-CD24- B cells (OR: 1.035, pfdr: 0.006), terminally differentiated CD8+ T cells %T cells (OR: 1.052, pfdr: 0.006), and CD4 on CD39+ secreting CD4+ regulatory T cells (OR: 1.036, pfdr: 0.046). Meta-analysis of IVW MVMR estimates with confounders adjustment confirmed that CD20 on IgD-CD24- B cells and terminally differentiated CD8+ T cells %T cells had significant direct causal associations on MAFLD (pfdr < 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 IgD-CD24- B cells and MAFLD.
Conclusion: The causal associations of three lymphocyte phenotypes with increased MAFLD risk were identified in this study. CD20 on IgD-CD24- 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.
期刊介绍:
Therapeutic Advances in Chronic Disease publishes the highest quality peer-reviewed research, reviews and scholarly comment in the drug treatment of all chronic diseases. The journal has a strong clinical and pharmacological focus and is aimed at clinicians and researchers involved in the medical treatment of chronic disease, providing a forum in print and online for publishing the highest quality articles in this area.