Inflammatory cytokines mediate the gut microbiota-EGPA subtype link: a Mendelian randomization study.

IF 2.9 3区 医学 Q2 RHEUMATOLOGY
Quanzhen Liu, Zijie Luo, Yanjuan Wu, Qiming Gan, Nuofu Zhang, Kang Wu
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引用次数: 0

Abstract

Introduction: Limited studies have explored the potential link between gut microbiota and eosinophilic granulomatosis with polyangiitis (EGPA), and the specific inflammatory cytokines involved in EGPA remain controversial. Additionally, the causal relationships between gut microbiota, inflammatory cytokines, and EGPA subtypes, as well as whether inflammatory cytokines mediate these effects, are not well understood.

Objectives: We aim to investigate the causal effects of gut microbiota and inflammatory cytokines on the subtypes of EGPA and to elucidate the mediating role of inflammatory cytokines in this relationship.

Methods: We conducted a two-sample Mendelian randomization (MR) analysis using data from large-scale genome-wide association studies (GWAS) on gut microbiota, 91 inflammatory cytokines, and EGPA subtypes (ANCA/MPO ( +) EGPA and ANCA/MPO ( -) EGPA). A bidirectional MR analysis was performed to exclude the influence of EGPA subtypes on gut microbiota. Then, we explored the mediating role of inflammatory cytokines. The primary analysis employed the inverse-variance-weighted method, supplemented by MR-Egger, weighted median, weighted mode, and simple mode analyses. We used the Steiger test to address reverse causality, Cochran's Q statistic to evaluate heterogeneity, and the MR-PRESSO outlier detection test to identify and mitigate horizontal pleiotropy.

Results: For ANCA/MPO ( +) EGPA, we identified 12 gut microbiota (5 positive, 7 negative) and three circulating inflammatory cytokines (1 positive, 2 negative) with causal effects. Specifically, the genus Ruminococcus1 was a potential risk factor (OR, 1.052; 95% CI, 1.019-1.087, P = 0.002), while Eubacterium nodatum showed a protective effect (OR, 0.979; 95% CI, 0.966-0.991, P = 0.0009). IL-1α was associated with an increased risk (OR, 1.029; 95% CI, 1.010-1.049, P = 0.003), whereas leukemia inhibitory factor had a mitigating effect (OR, 0.963; 95% CI, 0.942-0.985, P = 0.001). For ANCA/MPO ( -) EGPA, we identified seven gut microbiota (2 positive, 5 negative) and six circulating inflammatory cytokines (5 positive, 1 negative) with causal effects. The family Bacteroidaceae showed a protective effect (OR, 0.939; 95% CI, 0.894-0.986, P = 0.01), whereas Ruminococcus1 was a risk factor (OR, 1.057; 95% CI, 1.009-1.108, P = 0.02). IL-2 (OR, 1.043; 95% CI, 1.009-1.077, P = 0.011), FGF 19 (OR, 1.044; 95% CI, 1.016-1.073, P = 0.002), and CXCL11 (OR, 1.035; 95% CI, 1.010-1.060, P = 0.005) were linked to increased risk. We also observed that the genus Parasutterella may mediate risk for ANCA/MPO ( +) EGPA by reducing leukemia inhibitory factor, accounting for a 21.4% mediating effect. No significant heterogeneity of instrumental variables or horizontal pleiotropy was detected.

Conclusion: This pioneering MR study bridges a significant gap by elucidating the relationship between gut microbiota, inflammatory cytokines, and EGPA subtypes. It highlights novel mechanisms in autoimmune disease and suggests new therapeutic targets for clinical intervention. Future studies should focus on further elucidating the detailed mechanisms involved. Key Points • The underlying mechanism of EGPA remains elusive, leading to a high relapse rate after treatment, but without adequate attention from studies • Our research bridges this knowledge gap by investigating the novel mechanism regarding gut microbiota-inflammatory cytokines-EGPA subtypes • Mendelian randomization and mediation analysis offer robust approaches to uncover potential mechanisms, mitigating the biases inherent in observational studies • This is the first MR to identify potential novel drug targets for EGPA, and suggest that the genus Parasutterella may heighten the risk for ANCA/MPO ( +) EGPA by modulating the levels of leukemia inhibitory factor.

炎症细胞因子介导肠道微生物- egpa亚型联系:一项孟德尔随机研究。
有限的研究探索了肠道微生物群与嗜酸性肉芽肿病合并多血管炎(EGPA)之间的潜在联系,而EGPA中涉及的特定炎症细胞因子仍然存在争议。此外,肠道微生物群、炎症细胞因子和EGPA亚型之间的因果关系以及炎症细胞因子是否介导这些作用尚不清楚。目的:探讨肠道菌群和炎症因子对EGPA亚型的因果关系,并阐明炎症因子在这一关系中的介导作用。方法:我们利用大规模全基因组关联研究(GWAS)的数据,对肠道微生物群、91种炎症细胞因子和EGPA亚型(ANCA/MPO (+) EGPA和ANCA/MPO (-) EGPA)进行了两样本孟德尔随机化(MR)分析。双向磁共振分析排除EGPA亚型对肠道微生物群的影响。然后,我们探讨了炎症细胞因子的介导作用。初步分析采用方差反加权法,辅以MR-Egger、加权中位数、加权众数和简单众数分析。我们使用Steiger检验来解决反向因果关系,使用Cochran’s Q统计来评估异质性,使用MR-PRESSO离群值检测来识别和减轻水平多效性。结果:对于ANCA/MPO (+) EGPA,我们鉴定出12个肠道微生物群(5个阳性,7个阴性)和3个循环炎症因子(1个阳性,2个阴性)与因果关系。其中,Ruminococcus1属是潜在危险因素(OR, 1.052;95% CI, 1.019-1.087, P = 0.002),而结状真杆菌有保护作用(OR, 0.979;95% ci, 0.966-0.991, p = 0.0009)。IL-1α与风险增加相关(OR, 1.029;95% CI, 1.010-1.049, P = 0.003),而白血病抑制因子有缓解作用(OR, 0.963;95% ci, 0.942-0.985, p = 0.001)。对于ANCA/MPO (-) EGPA,我们确定了7个肠道微生物群(2个阳性,5个阴性)和6个循环炎症因子(5个阳性,1个阴性)与因果关系。拟杆菌科具有保护作用(OR, 0.939;95% CI, 0.894-0.986, P = 0.01),而Ruminococcus1是危险因素(OR, 1.057;95% ci, 1.009-1.108, p = 0.02)。Il-2 (or, 1.043;95%置信区间,1.009 - -1.077,P = 0.011), FGF 19 (OR, 1.044;95% CI, 1.016-1.073, P = 0.002), CXCL11 (OR, 1.035;95% CI, 1.010-1.060, P = 0.005)与风险增加有关。我们还观察到,Parasutterella属可能通过降低白血病抑制因子介导ANCA/MPO (+) EGPA的风险,占21.4%的介导作用。没有检测到工具变量的显著异质性或水平多效性。结论:这项开创性的MR研究通过阐明肠道微生物群、炎症细胞因子和EGPA亚型之间的关系,填补了一个重要的空白。它强调了自身免疫性疾病的新机制,并为临床干预提供了新的治疗靶点。今后的研究应集中于进一步阐明所涉及的详细机制。•EGPA的潜在机制仍然难以捉摸,导致治疗后的高复发率,但没有得到足够的重视•我们的研究通过调查肠道微生物群-炎症细胞因子-EGPA亚型的新机制弥合了这一知识差距•孟德尔随机化和调解分析提供了揭示潜在机制的强大方法。•这是第一个确定EGPA潜在新药物靶点的MR,并表明Parasutterella属可能通过调节白血病抑制因子的水平来增加ANCA/MPO (+) EGPA的风险。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Clinical Rheumatology
Clinical Rheumatology 医学-风湿病学
CiteScore
6.90
自引率
2.90%
发文量
441
审稿时长
3 months
期刊介绍: Clinical Rheumatology is an international English-language journal devoted to publishing original clinical investigation and research in the general field of rheumatology with accent on clinical aspects at postgraduate level. The journal succeeds Acta Rheumatologica Belgica, originally founded in 1945 as the official journal of the Belgian Rheumatology Society. Clinical Rheumatology aims to cover all modern trends in clinical and experimental research as well as the management and evaluation of diagnostic and treatment procedures connected with the inflammatory, immunologic, metabolic, genetic and degenerative soft and hard connective tissue diseases.
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