Yuan Jiawen, Wang Dexiang, Hang Yuhao, Lu Qinyun, Wang Jian, Lu Jun, Cheng Lu
Department of Critical Care Medicine, Affiliated Hospital of Nanjing University of Chinese Medicine, Nanjing 210029, Jiangsu, China.
Department of Emergency, Jiangsu Provincial Hospital with Integration of Chinese and Western Medicine, Nanjing 210028, Jiangsu, China. Corresponding author: Cheng Lu, Email:
Zhonghua Wei Zhong Bing Ji Jiu Yi Xue. 2024 Jul;36(7):734-739. doi: 10.3760/cma.j.cn121430-20240226-00161.
To explore the causal relationship between thyroid dysfunction and sepsis based on the bidirectional two-sample Mendelian randomization (MR) method.
The genome-wide association study (GWAS) dataset were selected to screen single nucleotide polymorphisms (SNP) associated with thyroid dysfunction as instrumental variable (IV) for genetic variation, using hypothyroidism and hyperthyroidism as exposure factor and sepsis as outcome factor. Potential causal relationship between thyroid dysfunction and sepsis was analyzed using a bidirectional two-sample MR method primary analysis method of inverse-variance weighted (IVW). Potential pleiotropic analysis of SNP was performed using the MR Egger regression intercept test. Sensitivity analysis was performed using the "leave one out" test. Reverse MR method was used to prove the causal relationship.
The GWAS data were screened based on the three main assumptions of MR, resulting in 101 SNP strongly associated with hypothyroidism and 10 SNP strongly associated with hyperthyroidism entering the MR analysis. The results of the MR using the IVW method showed that the risk of sepsis in individuals with hypothyroidism was 2.293 times higher than those without hypothyroidism [odds ratio (OR) = 2.293, 95% confidence interval (95%CI) was 1.199-4.382, P = 0.012]. There was no significant difference in the risk of sepsis between hyperthyroid and non-hyperthyroid populations (OR = 1.049, 95%CI was 0.999-1.100, P = 0.560). MR Egger regression intercept test showed that the included SNP did not have pleiotropy, and the MR-PRESSO test did not find outliers. Sensitivity analysis suggested that the results of MR were stable. The results of the reverse MR analysis showed that the reverse causal relationship between hyperthyroidism and sepsis was not proved (OR = 0.996, 95%CI was 0.988-1.004, P = 0.338), which further confirmed the robust MR analysis result.
The results of the bidirectional two-sample MR analysis show that hypothyroidism can increase the risk of sepsis onset, while there is no causal relationship between hyperthyroidism and sepsis.
基于双向双样本孟德尔随机化(MR)方法探讨甲状腺功能障碍与脓毒症之间的因果关系。
选择全基因组关联研究(GWAS)数据集,筛选与甲状腺功能障碍相关的单核苷酸多态性(SNP)作为遗传变异的工具变量(IV),以甲状腺功能减退和甲状腺功能亢进作为暴露因素,脓毒症作为结局因素。采用双向双样本MR方法中的逆方差加权(IVW)主要分析方法分析甲状腺功能障碍与脓毒症之间的潜在因果关系。使用MR Egger回归截距检验对SNP进行潜在的多效性分析。采用“留一法”检验进行敏感性分析。使用反向MR方法证明因果关系。
基于MR的三个主要假设对GWAS数据进行筛选,结果有101个与甲状腺功能减退强烈相关的SNP和10个与甲状腺功能亢进强烈相关的SNP进入MR分析。IVW方法的MR结果显示,甲状腺功能减退个体发生脓毒症的风险比无甲状腺功能减退的个体高2.293倍[比值比(OR)=2.293,95%置信区间(95%CI)为1.199 - 4.382,P = 0.012]。甲状腺功能亢进人群与非甲状腺功能亢进人群发生脓毒症的风险无显著差异(OR = 1.049,95%CI为0.999 - 1.100,P = 0.560)。MR Egger回归截距检验显示纳入的SNP无多效性,MR - PRESSO检验未发现异常值。敏感性分析表明MR结果稳定。反向MR分析结果显示,未证实甲状腺功能亢进与脓毒症之间存在反向因果关系(OR = 0.996,95%CI为0.988 - 1.004,P = 0.338),这进一步证实了稳健的MR分析结果。
双向双样本MR分析结果表明,甲状腺功能减退会增加脓毒症发病风险,而甲状腺功能亢进与脓毒症之间不存在因果关系。