Wei Jinpeng, Li Jian, Li Tianyang, Xu Tao, Zhang Yingchi, Yang Shuhan, Wu Hua, Hao Haihu
Department of Orthopedics, Third Hospital of Shanxi Medical University, Shanxi Bethune Hospital, Shanxi Academy of Medical Sciences, Tongji Shanxi Hospital, Taiyuan, 030032, China.
Department of Orthopedics, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, China.
Arthritis Res Ther. 2024 Dec 2;26(1):207. doi: 10.1186/s13075-024-03445-z.
This study investigates the causal role of metabolites mediating immune cells in rheumatoid arthritis (RA) and ankylosing spondylitis (AS) through a Mendelian randomization (MR) study.
The two-sample and two-step MR methods were used for the current analysis: (1) causal effects of immune cells on RA and AS; (2) mediation effects of metabolites. Inverse variance weighted (IVW) is the main method to analyze causality, and MR results are verified by several sensitive analyses.
This study first identified the immune cells and metabolites that are causally associated with RA and AS, respectively. Subsequent mediation analyses revealed that of the 61 metabolic factors that were causally associated with RA, 6 were identified as mediators of the relationship between immune cells and RA, including 4-cholesten-3-one levels (mediation ratio: 8.91%), N-lactoyl isoleucine levels (13%), 3- phosphoglycerate to glycerate ratio (12.9%, 2.31%, respectively), Gamma-glutamyl histidine levels (9.54%), and Citrulline to phosphate ratio (15.6%). Among the 52 metabolic factors that were causally associated with AS, 2 were identified as mediators of the relationship between immune cells and AS, including salicylate levels (10.4%) and Glucose to N-palmitoyl-sphingosine (d18:1 to 16:0) ratio (8.72%). These results performed well in sensitivity analysis.
Genetic predictions show causal relationships between immune cells and autoimmune diseases, and that these causal relationships can be mediated by certain metabolites as mediators.
本研究通过孟德尔随机化(MR)研究探讨代谢物在类风湿关节炎(RA)和强直性脊柱炎(AS)中介导免疫细胞的因果作用。
采用两样本和两步MR方法进行当前分析:(1)免疫细胞对RA和AS的因果效应;(2)代谢物的中介效应。逆方差加权(IVW)是分析因果关系的主要方法,MR结果通过多种敏感性分析进行验证。
本研究首次分别确定了与RA和AS因果相关的免疫细胞和代谢物。随后的中介分析显示,在与RA因果相关的61种代谢因子中,有6种被确定为免疫细胞与RA之间关系的中介因子,包括4-胆甾烯-3-酮水平(中介比例:8.91%)、N-乳酰异亮氨酸水平(13%)、3-磷酸甘油酸与甘油酸的比例(分别为12.9%、2.31%)、γ-谷氨酰组氨酸水平(9.54%)以及瓜氨酸与磷酸盐的比例(15.6%)。在与AS因果相关的52种代谢因子中,有2种被确定为免疫细胞与AS之间关系的中介因子,包括水杨酸盐水平(10.4%)和葡萄糖与N-棕榈酰鞘氨醇(d18:1至16:0)的比例(8.72%)。这些结果在敏感性分析中表现良好。
遗传预测显示免疫细胞与自身免疫性疾病之间存在因果关系,并且这些因果关系可由某些代谢物作为中介因子介导。