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论著·临床研究 | 更新时间:2025-05-13
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基于双向孟德尔随机化分析胱抑素C水平与深静脉血栓的因果关系
Causal relation of cystatin C level with deep vein thrombosis based on bidirectional Mendelian randomization analysis

广西医学 页码:376-381

作者机构:陈绪池,硕士,副主任医师,研究方向为重症医学(呼吸重症)。

DOI:10.11675/j.issn.0253⁃4304.2025.03.08

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目的 基于双向孟德尔随机化(MR)分析胱抑素C水平与深静脉血栓(DVT)的因果关系。方法 从IEU OpenGWAS Project 获取胱抑素C和DVT的全基因关联研究数据集,将胱抑素C和DVT互为暴露因素和结局,以与暴露因素、结局显著相关的单核苷酸多态性(SNP)为工具变量。采用逆方差加权法(IVW)、 MR⁃Egger检验、加权中位数法、简单模式法和加权模式5种方法进行双向MR分析,并采用Cochran's Q检验评估工具变量的异质性,MR⁃Egger截距评估水平多效性,“留一法”检验单个SNP对结果的影响。结果 正向MR结果显示,胱抑素 C水平与DVT发生风险之间具有正向因果关联(OR=1.004,P<0.05),简单模式法和加权模式亦得到类似的因果关系(OR>1,P<0.05)。反向MR结果显示,DVT与胱抑素 C水平之间不存在显性负向因果关系(OR=0.485,P>0.05),MR⁃Egger、简单模式法和加权模式亦得到类似的因果关系(OR>1,P>0.05)。正向MR分析中工具变量不存在显著异质性,反向MR分析中工具变量存在显著异质性,但两种MR分析均不存在水平多效性。正向MR留一法分析中,逐一剔除单个SNP后没有显著改变胱抑素C对DVT的总体影响。结论 胱抑素 C水平与DVT之间可能存在因果关联,但DVT对胱抑素 C水平的因果关联性不确定。

Objective To analyze the causal relation between cystatin C level and deep vein thrombosis (DVT) based on bidirectional Mendelian randomization (MR). Methods The genome⁃wide association study dataset of cystatin C and DVT was obtained from IEU OpenGWAS Project. Cystatin C and DVT were mutually used as exposure factors and outcomes, and single nucleotide polymorphism (SNP) significantly related to exposure factors and outcomes were used as instrumental variables. A bidirectional MR analysis was performed using five methods as follows: inverse variance weighted (IVW), MR⁃Egger test, weighted median method, simple mode method and weighted mode. The Cochran's Q test was adopted to evaluate the heterogeneity of instrumental variables, and the MR⁃Egger intercept was employed to evaluate horizontal pleiotropy. The leave⁃one⁃out method was used to verify the influence of single SNP on the results. Results The results of forward MR revealed that cystatin C level had a positive causal association with the occurrence risk of DVT (OR=1.004, P<0.05). Similar causal relation was obtained by simple mode method and weighted mode (OR>1, P<0.05). The reverse MR results indicated that there was no dominant negative causal relation between DVT and cystatin C level (OR=0.485, P>0.05), and the similar causal relation was also obtained by MR⁃Egger, simple mode method and weighted mode (OR>1, P>0.05). There was no significant heterogeneity of instrumental variables in the forward MR analysis, whereas there was significant heterogeneity of instrumental variables in the reverse MR analysis, but there was no horizontal pleiotropy in both MR analyses. In analysis of forward MR leave⁃one⁃out method, the overall influence of cystatin C on DVT was not significantly changed after removing single SNP one by one. Conclusion There may be a causal relation between cystatin C level and DVT, but the causal relation of DVT on cystatin C level is uncertain.  

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