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Reactive oxygen species–associated molecular signature predicts survival in patients with sepsis

机译:活性氧相关的分子标记可预测败血症患者的存活率

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摘要

Sepsis-related multiple organ dysfunction syndrome is a leading cause of death in intensive care units. There is overwhelming evidence that oxidative stress plays a significant role in the pathogenesis of sepsis-associated multiple organ failure; however, reactive oxygen species (ROS)-associated biomarkers and/or diagnostics that define mortality or predict survival in sepsis are lacking. Lung or peripheral blood gene expression analysis has gained increasing recognition as a potential prognostic and/or diagnostic tool. The objective of this study was to identify ROS-associated biomarkers predictive of survival in patients with sepsis. In-silico analyses of expression profiles allowed the identification of a 21-gene ROS-associated molecular signature that predicts survival in sepsis patients. Importantly, this signature performed well in a validation cohort consisting of sepsis patients aggregated from distinct patient populations recruited from different sites. Our signature outperforms randomly generated signatures of the same signature gene size. Our findings further validate the critical role of ROSs in the pathogenesis of sepsis and provide a novel gene signature that predicts survival in sepsis patients. These results also highlight the utility of peripheral blood molecular signatures as biomarkers for predicting mortality risk in patients with sepsis, which could facilitate the development of personalized therapies.
机译:脓毒症相关的多器官功能障碍综合征是重症监护病房的主要死亡原因。有大量证据表明,氧化应激在败血症相关性多器官衰竭的发病机理中起着重要作用。然而,缺乏确定死因或预测败血症生存率的与活性氧(ROS)相关的生物标记和/或诊断。肺或外周血基因表达分析作为一种潜在的预后和/或诊断工具已获得越来越多的认可。这项研究的目的是确定可预测败血症患者生存率的ROS相关生物标志物。对表达谱进行计算机分析,可以鉴定21个基因的ROS相关分子标记,从而预测败血症患者的存活率。重要的是,该签名在由一群败血症患者组成的验证队列中表现良好,该败血症患者来自不同地点的不同患者人群。我们的签名优于具有相同签名基因大小的随机生成的签名。我们的发现进一步验证了ROS在脓毒症发病机理中的关键作用,并提供了预测败血症患者生存的新基因特征。这些结果也突出了外周血分子标记作为生物标志物在预测败血症患者死亡风险中的作用,这可以促进个性化疗法的发展。

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