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基于代谢组学数据鉴别创伤后脓毒症与创伤性全身炎症反应综合征的生物标志物:一项回顾性研究

Identifying biomarkers distinguishing sepsis after trauma from trauma-induced SIRS based on metabolomics data: a retrospective study.

作者信息

Gou Yi, Liu Jing-Jing, Zhang Jun-Fei, Yang Wan-Peng, Yang Jian-Zhong, Feng Ke

机构信息

Department of Emergency Medical, General Hospital of Ningxia Medical University, Yinchuan, 750003, Ningxia, China.

Department of Emergency Medical, The First Affiliated Hospital of Xinjiang Medical University, Urumqi, 830011, China.

出版信息

Sci Rep. 2025 Apr 21;15(1):13748. doi: 10.1038/s41598-025-94701-y.

Abstract

Sepsis after trauma and trauma-induced SIRS have similar symptoms, making their differentiation challenging. Therefore, biomarkers are needed to differentiate between sepsis after trauma and trauma-induced SIRS. We hypothesized that sepsis following trauma induces distinct alterations in blood metabolism compared to trauma-induced SIRS and sought to identify metabolite biomarkers in blood that could differentiate between the two. In this retrospective study, the existing blood metabolomics data from 60 patients without trauma-induced SIRS, 40 patients with trauma-induced SIRS, and 50 non-trauma control cases were analyzed. Among 40 traumatic patients with SIRS, 16 developed sepsis (SDS group), 24 did not develop sepsis (SDDS group) within the subsequent two-week period after trauma. A pairwise comparison between SDS group and SDDS group was used to screen the differential metabolites as biomarkers distinguishing sepsis after trauma from trauma-induced SIRS. Using partial least‑squares discriminant analysis, we demonstrated that SDS group was metabolically distinct from the SDDS group. A total of 37 differential metabolites were found between SDS group and SDDS group. We selected 5 most significantly different metabolites between SDS and SDDS groups as biomarkers to discriminate sepsis after trauma from trauma-induced SIRS, which were 7-alpha-carboxy-17-alpha-carboxyethylandrostan lactone phenyl ester, docosatrienoic acid, SM 8:1;2O/26:1, SM 34:2;2O, and N1-[1-(3-isopropenylphenyl)-1-methylethyl]-3-oxobutanamide. Our study has identified the potential of these biomarkers for differentiating sepsis after trauma from trauma-induced SIRS. This not only provides a new approach for the early diagnosis of sepsis after trauma but also lays a solid foundation for further research based on targeted metabolomics, which may lead to the development of more effective treatment strategies in the future.

摘要

创伤后脓毒症和创伤诱导的全身炎症反应综合征(SIRS)有相似的症状,这使得它们的鉴别具有挑战性。因此,需要生物标志物来区分创伤后脓毒症和创伤诱导的SIRS。我们假设,与创伤诱导的SIRS相比,创伤后脓毒症会引起血液代谢的明显改变,并试图识别血液中可区分两者的代谢物生物标志物。在这项回顾性研究中,分析了来自60例无创伤诱导SIRS患者、40例创伤诱导SIRS患者和50例非创伤对照病例的现有血液代谢组学数据。在40例创伤后发生SIRS的患者中,16例在创伤后的两周内发展为脓毒症(SDS组),24例未发展为脓毒症(SDDS组)。采用SDS组与SDDS组的成对比较来筛选差异代谢物,作为区分创伤后脓毒症和创伤诱导SIRS的生物标志物。使用偏最小二乘判别分析,我们证明SDS组在代谢上与SDDS组不同。在SDS组和SDDS组之间共发现37种差异代谢物。我们选择SDS组和SDDS组之间5种差异最显著的代谢物作为生物标志物,以区分创伤后脓毒症和创伤诱导的SIRS,它们分别是7-α-羧基-17-α-羧乙基雄甾烷内酯苯基酯、二十二碳三烯酸、SM 8:1;2O/26:1、SM 34:2;2O和N1-[1-(3-异丙烯基苯基)-1-甲基乙基]-3-氧代丁酰胺。我们的研究确定了这些生物标志物在区分创伤后脓毒症和创伤诱导SIRS方面的潜力。这不仅为创伤后脓毒症的早期诊断提供了一种新方法,也为基于靶向代谢组学的进一步研究奠定了坚实基础,这可能会在未来带来更有效的治疗策略。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3249/12012006/0b108dcad7bf/41598_2025_94701_Fig1_HTML.jpg

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