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危重症创伤患者静脉血栓栓塞与色氨酸代谢犬尿氨酸途径的代谢组学关联。

Metabolomic association between venous thromboembolism in critically ill trauma patients and kynurenine pathway of tryptophan metabolism.

机构信息

University of Florida College of Pharmacy, Department of Pharmacotherapy and Translational Research, United States.

University of Florida College of Pharmacy, Department of Pharmacotherapy and Translational Research, United States.

出版信息

Thromb Res. 2018 May;165:6-13. doi: 10.1016/j.thromres.2018.03.003. Epub 2018 Mar 8.

Abstract

OBJECTIVE

Incidence of venous thromboembolism (VTE) in critically ill patients remains unacceptably high despite widespread use of thromboprophylaxis. A systems biology approach may be useful in understanding disease pathology and predicting response to treatment. Metabolite profile under specific environmental conditions provides the closest link to phenotype, but the relationship between metabolomics and risk of VTE in critically ill patients is unknown. In this study, metabolomics signatures are compared in patients with and without VTE.

DESIGN

Multicenter case-control study using prospectively collected data from the Inflammation and Host Response to Injury program, with pathway and in silico gene expression analyses.

SETTING

Eight level 1 US trauma centers.

PATIENTS

Critically ill adults with blunt trauma who developed VTE within the first 28 days of hospitalization compared to patients without VTE (N-VTE).

INTERVENTIONS

None.

MEASUREMENTS AND MAIN RESULTS

Patients included in the study (n = 20 VTE, n = 20 N-VTE) were mean age of 34 years, injury severity score of 35, and VTE diagnosed a median of 10.5 days after admission. Global metabolomics revealed two kynurenine metabolites, N-formylkynurenine (AUC = 0.77; 95% CI: 0.59-0.89) and 5-hydroxy-N-formylkynurenine (AUC = 0.80; 95% CI:0.63-0.90) significantly discriminated VTE and N-VTE; ratio between N-formylkynurenine/5-hydroxy-N-formylkynurenine improved predictive power (AUC = 0.87; 95% CI: 0.74-0.95). In the pathway analysis, tryptophan was the only significant metabolic pathway including N-formylkynurenine and 5-hydroxy-N-formylkynurenine (p < 0.001), and 8 proteins directly or indirectly interacted with these metabolites in the interaction network analysis. Of the 8 genes tested in the in silico gene expression analyses, KYNU (p < 0.001), CCBL1 (p < 0.001), and CCBL2 (p = 0.001) were significantly different between VTE and N-VTE, controlling for age and sex.

CONCLUSIONS

Two novel kynurenine metabolites in the tryptophan pathway associated with hospital-acquired VTE, and 3 candidate genes were identified via pathway and interaction network analyses. Future studies are warranted to validate these findings in diverse populations using a multi-omics approach.

摘要

目的

尽管广泛使用了血栓预防措施,危重病患者的静脉血栓栓塞(VTE)发生率仍然高得令人无法接受。系统生物学方法可能有助于理解疾病病理,并预测治疗反应。在特定环境条件下的代谢物谱与表型最接近,但代谢组学与危重病患者 VTE 风险之间的关系尚不清楚。在这项研究中,比较了 VTE 患者和非 VTE 患者(N-VTE)的代谢组学特征。

设计

使用炎症和宿主对损伤计划中前瞻性收集的数据进行的多中心病例对照研究,进行途径和计算机基因表达分析。

设置

8 家美国 1 级创伤中心。

患者

因钝器伤住院的危重病成年人,在住院后 28 天内发生 VTE,与无 VTE(N-VTE)的患者相比。

干预措施

无。

测量和主要结果

研究纳入的患者(n=20 VTE,n=20 N-VTE)的平均年龄为 34 岁,损伤严重程度评分为 35 分,VTE 在入院后中位数 10.5 天诊断。全局代谢组学显示两种犬尿氨酸代谢物,N-甲酰犬尿氨酸(AUC=0.77;95%CI:0.59-0.89)和 5-羟基-N-甲酰犬尿氨酸(AUC=0.80;95%CI:0.63-0.90)可显著区分 VTE 和 N-VTE;N-甲酰犬尿氨酸/5-羟基-N-甲酰犬尿氨酸比值提高了预测能力(AUC=0.87;95%CI:0.74-0.95)。在途径分析中,色氨酸是唯一包含 N-甲酰犬尿氨酸和 5-羟基-N-甲酰犬尿氨酸的显著代谢途径(p<0.001),并且在相互作用网络分析中,有 8 种蛋白质直接或间接地与这些代谢物相互作用。在计算机基因表达分析中测试的 8 个基因中,KYNU(p<0.001)、CCBL1(p<0.001)和 CCBL2(p=0.001)在 VTE 和 N-VTE 之间存在显著差异,控制了年龄和性别因素。

结论

与医院获得性 VTE 相关的色氨酸途径中的两种新型犬尿氨酸代谢物,以及通过途径和相互作用网络分析鉴定的 3 个候选基因。需要进一步的研究,以使用多组学方法在不同人群中验证这些发现。

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