Wei Xixiang, Yang Hui, Yin Xue, Fu Zheng, Xiong Weiwei
Department of Ophthalmology, Children's Hospital of Fudan University Xiamen Branch, Xiamen Children's Hospital, Xiamen, China.
Front Med (Lausanne). 2024 Dec 24;11:1444277. doi: 10.3389/fmed.2024.1444277. eCollection 2024.
This study systematically investigates the causal relationships between 731 immune cell phenotypes and age-related macular degeneration (AMD) using comprehensive Mendelian randomization (MR) analyses. The goal is to identify immune cell factors that contribute to or protect against AMD, thereby clarifying the immunological mechanisms underlying AMD pathophysiology and informing prevention and treatment strategies.
Univariable, bidirectional, and multivariable MR analyses were conducted to evaluate the associations between immune cells and AMD. By utilizing publicly available GWAS datasets, we eliminated the need for individual consents. The large-scale MR approach adhered to STROBE-MR guidelines. Immune cell GWAS data were sourced from a study involving 3,757 Sardinians, encompassing a broad spectrum of immune phenotypes, while AMD summary statistics were derived from a GWAS with over 3,763 cases. Instrumental variables (IVs) were carefully selected to comply with MR assumptions, and multiple MR methods were employed to enhance the robustness of causal inferences. Additionally, we supplemented the data for dry AMD (2,469 cases and 206,221 controls) and wet AMD (2,114 cases and 206,601 controls) for validation purposes.
Univariable MR analysis identified 17 immune cell phenotypes significantly associated with AMD, including 11 potential risk factors and 6 potential protective factors. Bidirectional MR analysis found no significant effects of AMD on the examined immune cell subsets. Multivariable MR analysis indicated that TD CD4+ %T cells and CD39+ CD8br %T cells likely inhibit AMD development, whereas CD39+ CD8br %CD8br cells and CD45RA on resting Treg cells appear to increase AMD risk. Validation of immune cell subsets in dry and wet AMD revealed significant associations between specific immune cells and both forms of AMD, with some subsets uniquely linked to wet AMD and others to dry AMD.
This study addresses a critical gap in understanding the causal relationship between immune cells and AMD, identifying immune cell subsets that may either mitigate or exacerbate AMD risk. Notably, it highlights the potential role of CD39+ CD8+ T cells as anti-inflammatory agents and potential targets for immunotherapy in AMD. The absence of bidirectional causality suggests a complex origin of immune dysregulation in AMD. The differential associations of immune cell subsets with AMD subtypes carry significant implications for precision medicine approaches in ophthalmology, laying a solid foundation for future research focused on understanding the immunological underpinnings of AMD and developing targeted therapeutic strategies.
本研究采用全面的孟德尔随机化(MR)分析系统地研究731种免疫细胞表型与年龄相关性黄斑变性(AMD)之间的因果关系。目标是确定促成或预防AMD的免疫细胞因子,从而阐明AMD病理生理学的免疫机制,并为预防和治疗策略提供信息。
进行单变量、双向和多变量MR分析以评估免疫细胞与AMD之间的关联。通过利用公开可用的全基因组关联研究(GWAS)数据集,我们无需获取个体同意。大规模MR方法遵循STROBE-MR指南。免疫细胞GWAS数据来自一项涉及3757名撒丁岛人的研究,涵盖了广泛的免疫表型,而AMD汇总统计数据来自一项超过3763例病例的GWAS。仔细选择工具变量(IV)以符合MR假设,并采用多种MR方法来增强因果推断的稳健性。此外,我们补充了干性AMD(2469例病例和206221名对照)和湿性AMD(2114例病例和206601名对照)的数据用于验证。
单变量MR分析确定了17种与AMD显著相关的免疫细胞表型,包括11种潜在危险因素和6种潜在保护因素。双向MR分析发现AMD对所检查的免疫细胞亚群没有显著影响。多变量MR分析表明,TD CD4 + %T细胞和CD39 + CD8br %T细胞可能抑制AMD的发展,而CD39 + CD8br %CD8br细胞和静息Treg细胞上的CD45RA似乎会增加AMD风险。干性和湿性AMD中免疫细胞亚群的验证揭示了特定免疫细胞与两种形式的AMD之间的显著关联,一些亚群与湿性AMD独特相关,而其他亚群与干性AMD相关。
本研究填补了理解免疫细胞与AMD之间因果关系的关键空白,确定了可能减轻或加剧AMD风险的免疫细胞亚群。值得注意的是,它突出了CD39 + CD8 + T细胞作为抗炎剂的潜在作用以及AMD免疫治疗的潜在靶点。双向因果关系的缺失表明AMD中免疫失调的起源复杂。免疫细胞亚群与AMD亚型的差异关联对眼科精准医学方法具有重要意义,为未来专注于理解AMD免疫基础和制定靶向治疗策略的研究奠定了坚实基础。