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评估脓毒症引起的免疫抑制以预测血培养阳性。

Assessing sepsis-induced immunosuppression to predict positive blood cultures.

机构信息

R&D Department, Loop Diagnostics, Barcelona, Spain.

Servei de Medicina Intensiva, Hospital Universitari de Bellvitge, Institut d'Investigació Biomèdica de Bellvitge (IDIBELL), L'Hospitalet de Llobregat, Spain.

出版信息

Front Immunol. 2024 Nov 4;15:1447523. doi: 10.3389/fimmu.2024.1447523. eCollection 2024.

Abstract

INTRODUCTION

Bacteremia is a life-threatening condition that can progress to sepsis and septic shock, leading to significant mortality in the emergency department (ED). The standard diagnostic method, blood culture, is time-consuming and prone to false positives and false negatives. Although not widely accepted, several clinical and artificial intelligence-based algorithms have been recently developed to predict bacteremia. However, these strategies require further identification of new variables to improve their diagnostic accuracy. This study proposes a novel strategy to predict positive blood cultures by assessing sepsis-induced immunosuppression status through endotoxin tolerance assessment.

METHODS

Optimal assay conditions have been explored and tested in sepsis-suspected patients meeting the Sepsis-3 criteria. Blood samples were collected at ED admission, and endotoxin (lipopolysaccharide, LPS) challenge was performed to evaluate the innate immune response through cytokine profiling.

RESULTS

Clinical variables, immune cell population biomarkers, and cytokine levels (tumor necrosis factor [TNFα], IL-1β, IL-6, IL-8, and IL-10) were measured. Patients with positive blood cultures exhibited significantly lower TNFα production after LPS challenge than did those with negative blood cultures. The study also included a validation cohort to confirm that the response was consistent.

DISCUSSION

The results of this study highlight the innate immune system immunosuppression state as a critical parameter for sepsis diagnosis. Notably, the present study identified a reduction in monocyte populations and specific cytokine profiles as potential predictive markers. This study showed that the LPS challenge can be used to effectively distinguish between patients with bloodstream infection leading to sepsis and those whose blood cultures are negative, providinga rapid and reliable diagnostic tool to predict positive blood cultures. The potential applicability of these findings could enhance clinical practice in terms of the accuracy and promptness of sepsis diagnosis in the ED, improving patient outcomes through timely and appropriate treatment.

摘要

简介

菌血症是一种危及生命的病症,可发展为败血症和感染性休克,导致急诊科(ED)的死亡率显著增加。标准的诊断方法,即血培养,既耗时又容易出现假阳性和假阴性。尽管尚未被广泛接受,但最近已经开发出几种基于临床和人工智能的算法来预测菌血症。然而,这些策略需要进一步确定新的变量以提高其诊断准确性。本研究提出了一种新策略,通过评估内毒素耐受评估来评估脓毒症引起的免疫抑制状态,从而预测阳性血培养。

方法

在符合 Sepsis-3 标准的疑似脓毒症患者中,已经探索并测试了最佳检测条件。在 ED 入院时采集血液样本,并进行内毒素(脂多糖,LPS)挑战,通过细胞因子谱评估评估先天免疫反应。

结果

测量了临床变量、免疫细胞群体生物标志物和细胞因子水平(肿瘤坏死因子[TNFα]、IL-1β、IL-6、IL-8 和 IL-10)。与血培养阴性的患者相比,血培养阳性的患者在 LPS 挑战后 TNFα的产生明显较低。该研究还包括一个验证队列以确认该反应是一致的。

讨论

本研究的结果强调了先天免疫系统免疫抑制状态作为脓毒症诊断的关键参数。值得注意的是,本研究确定了单核细胞群体和特定细胞因子谱的减少作为潜在的预测标志物。本研究表明,LPS 挑战可有效区分导致败血症的血流感染患者和血培养阴性的患者,提供了一种快速可靠的诊断工具来预测阳性血培养。这些发现的潜在适用性可以提高 ED 中脓毒症诊断的准确性和及时性,通过及时和适当的治疗改善患者的预后。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3835/11570276/85540cac9df2/fimmu-15-1447523-g001.jpg

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