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Updated: Jun 5, 2025

Isolation, Characterization, and Purification of Macrophages from Tissues Affected by Obesity-related Inflammation
Published on: April 3, 2017
Causal associations of immunophenotypes with metabolic dysfunction-associated fatty liver disease and mediating
Kexin Xie1,2, Ming Chen1,2, Hongjin An2
1Laboratory of Gastroenterology & Hepatology, State Key Laboratory of Biotherapy, West China Hospital, Sichuan University, Chengdu, China.
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, p fdr: 0.006), terminally differentiated CD8+ T cells %T cells (OR: 1.052, p fdr: 0.006), and CD4 on CD39+ secreting CD4+ regulatory T cells (OR: 1.036, p fdr: 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 (p fdr < 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.
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