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探究免疫因素与强直性脊柱炎之间的因果关系:孟德尔随机化研究的见解

Investigating the causal relationship between immune factors and ankylosing spondylitis: insights from a Mendelian Randomization study.

作者信息

Geng Ziming, Tong Yang, Chen Yang, Wang Jian, Liu Ziwen, Miao Jun, Li Ruihua

机构信息

Department of Orthopedics, Chinese PLA General Hospital, Beijing, 100141, China.

School of Finance, Nankai University, Tianjin, 300350, China.

出版信息

Adv Rheumatol. 2024 Dec 18;64(1):89. doi: 10.1186/s42358-024-00428-1.

Abstract

BACKGROUND

Despite previous studies indicating a close relationship between immune system and ankylosing spondylitis (AS), the causal relationship between them remains unclear.

METHODS

Genome-wide association data were utilized to explore the causal link between 731 immune cells and AS using a bidirectional two-sample MR approach. The data included immune cell data from Orrù et al.'s study and AS data from the FinnGen consortium. Cochran's Q test and leave-one-out checked instrument variable (IV) heterogeneity. IVW was the primary method for causal analysis, with MR-Egger and MR-PRESSO addressing horizontal pleiotropy. FDR correction was applied to both analysis directions to rectify multiple testing errors.

RESULTS

In our study, 22 immune phenotypes out of 731 were casually linked to AS. After excluding 5 less robust features, 17 immune factors remained, with 4 being protective and the rest posing risks. Through FDR correction, we found a significant causal relationship between HLA DR on CD14- CD16+ monocyte and AS (OR (95%CI) = 0.70(0.60 ~ 0.83), P = 2.0610). In the reverse analysis with AS as exposure, potential effects on 34 immune features were discovered. After correction, we confirmed significant causal relationships between AS and two immune features, namely CD20- B cell %lymphocyte (OR (95%CI) = 1.16(1.08-1.25), P = 1.9110) and CD20- B cell %B cell (OR (95%CI) = 1.17(1.09-1.26), P = 1.50*10).

CONCLUSIONS

Our study identified various features associated with AS in different types of immune cells. These findings provide important clues and a theoretical basis for further understanding the pathogenesis of AS, guiding clinical treatment, and drug design.

摘要

背景

尽管先前的研究表明免疫系统与强直性脊柱炎(AS)之间存在密切关系,但它们之间的因果关系仍不清楚。

方法

利用全基因组关联数据,采用双向双样本孟德尔随机化方法探讨731种免疫细胞与AS之间的因果联系。数据包括来自奥尔鲁等人研究的免疫细胞数据和来自芬兰基因组联盟的AS数据。采用 Cochr an's Q检验和留一法检验工具变量(IV)的异质性。IVW是因果分析的主要方法,MR-Egger和MR-PRESSO用于解决水平多效性问题。对两个分析方向都应用了FDR校正,以纠正多重检验误差。

结果

在我们的研究中,731种免疫表型中有22种与AS存在因果联系。排除5个稳健性较差的特征后,仍有17种免疫因子,其中4种具有保护作用,其余具有风险。通过FDR校正,我们发现CD14-CD16+单核细胞上的HLA DR与AS之间存在显著的因果关系(OR(95%CI)=0.70(0.60~0.83),P=2.0610)。在以AS为暴露因素的反向分析中,发现了对34种免疫特征的潜在影响。校正后,我们证实了AS与两种免疫特征之间存在显著的因果关系,即CD20-B细胞%淋巴细胞(OR(95%CI)=1.16(1.08-1.25),P=1.9110)和CD20-B细胞%B细胞(OR(95%CI)=1.17(1.09-1.26),P=1.50*10)。

结论

我们的研究在不同类型的免疫细胞中鉴定出了与AS相关的各种特征。这些发现为进一步理解AS的发病机制、指导临床治疗和药物设计提供了重要线索和理论基础。

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