Human blood metabolites and risk of sepsis: A Mendelian randomization investigation

被引:7
|
作者
Shang, Weifeng [1 ]
Qian, Hang [1 ]
Zhang, Sheng [1 ]
Yuan, Mingyang [2 ]
Pan, Xiaojun [1 ]
Huang, Sisi [1 ]
Liu, Jiao [1 ]
Chen, Dechang [1 ]
机构
[1] Shanghai Jiao Tong Univ, Sch Med, Ruijin Hosp, Dept Crit Care Med, 197 Ruijin 2nd Rd, Shanghai 200025, Peoples R China
[2] Cent South Univ, Xiangya Hosp 3, Dept Neurol, Changsha, Peoples R China
基金
中国国家自然科学基金;
关键词
blood metabolites; causality; Mendelian randomization; sepsis; GENETIC-VARIANTS; PHOSPHATIDYLETHANOLAMINE; IMPACT;
D O I
10.1111/eci.14145
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
BackgroundEvidence supports the observational correlations between human blood metabolites and sepsis. However, whether these associations represent a causal relationship is unknown. In this study, we applied two-sample Mendelian randomization (MR) analyses to examine causality between genetically proxied 486 blood metabolites and sepsis risk.MethodsWe used summary data from genome-wide association studies (GWAS) on 486 metabolites involving 7824 individuals as exposure and a sepsis GWAS including 11,643 cases and 474,841 controls as the outcome. The inverse-variance weighted (IVW) was the primary method to estimate the causal relationship between exposure and outcome, with MR-Egger and weighted median serving as supplements. Sensitivity analyses were implemented with Cochrane's Q test, MR-Egger intercept, MR-PRESSO and leave-one-out analysis. In addition, we performed replication MR, meta-analysis, Steiger test, linkage disequilibrium score (LDSC) regression and multivariable MR (MVMR) to thoroughly verify the causation.ResultsWe identified that genetically determined high levels of 1-oleoylglycerophosphoethanolamine (odds ratio (OR) = .52, 95% confidence interval (CI): .31-.87, p = .0122), alpha-glutamyltyrosine (OR = .75, 95% CI: .60-.93, p = .0102), heptanoate (7:0) (OR = .51, 95% CI: .33-.81, p = .0041) and saccharin (OR = .84, 95% CI: .74-.94, p = .0036) were causally associated with a lower risk of sepsis. MVMR analysis demonstrated the independent causal effect of these metabolites on sepsis.ConclusionsThese findings indicated that four blood metabolites have a protective impact on sepsis, thus providing novel perspectives into the metabolite-mediated development mechanism of sepsis by combining genomics and metabolomics. image
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页数:12
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