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危重症患者的肠道微生物群动态变化及其与死亡率的关联

Gut microbiome dynamics and associations with mortality in critically ill patients.

作者信息

Salameh Tarik J, Roth Katharine, Schultz Lisa, Ma Zhexi, Bonavia Anthony S, Broach James R, Hu Bin, Howrylak Judie A

机构信息

Division of Pulmonary and Critical Care Medicine, Milton S. Hershey Medical Center, Hershey, Penn State, PA, 17033, USA.

Los Alamos National Laboratory, Los Alamos, USA.

出版信息

Gut Pathog. 2023 Dec 19;15(1):66. doi: 10.1186/s13099-023-00567-8.

Abstract

BACKGROUND

Critical illness and care within the intensive care unit (ICU) leads to profound changes in the composition of the gut microbiome. The impact of such changes on the patients and their subsequent disease course remains uncertain. We hypothesized that specific changes in the gut microbiome would be more harmful than others, leading to increased mortality in critically ill patients.

METHODS

This was a prospective cohort study of critically ill adults in the ICU. We obtained rectal swabs from 52 patients and assessed the composition the gut microbiome using 16 S rRNA gene sequencing. We followed patients throughout their ICU course and evaluated their mortality rate at 28 days following admission to the ICU. We used selbal, a machine learning method, to identify the balance of microbial taxa most closely associated with 28-day mortality.

RESULTS

We found that a proportional ratio of four taxa could be used to distinguish patients with a higher risk of mortality from patients with a lower risk of mortality (p = .02). We named this binarized ratio our microbiome mortality index (MMI). Patients with a high MMI had a higher 28-day mortality compared to those with a low MMI (hazard ratio, 2.2, 95% confidence interval 1.1-4.3), and remained significant after adjustment for other ICU mortality predictors, including the presence of the acute respiratory distress syndrome (ARDS) and the Acute Physiology and Chronic Health Evaluation (APACHE II) score (hazard ratio, 2.5, 95% confidence interval 1.4-4.7). High mortality was driven by taxa from the Anaerococcus (genus) and Enterobacteriaceae (family), while lower mortality was driven by Parasutterella and Campylobacter (genera).

CONCLUSIONS

Dysbiosis in the gut of critically ill patients is an independent risk factor for increased mortality at 28 days after adjustment for clinically significant confounders. Gut dysbiosis may represent a potential therapeutic target for future ICU interventions.

摘要

背景

危重病及重症监护病房(ICU)内的治疗会导致肠道微生物群的组成发生深刻变化。这种变化对患者及其后续病程的影响仍不确定。我们推测,肠道微生物群的特定变化比其他变化更具危害性,会导致危重病患者死亡率增加。

方法

这是一项针对ICU内成年危重病患者的前瞻性队列研究。我们从52例患者中获取直肠拭子,并使用16S rRNA基因测序评估肠道微生物群的组成。我们在患者整个ICU病程中对其进行随访,并评估他们入住ICU后28天的死亡率。我们使用机器学习方法selbal来确定与28天死亡率最密切相关的微生物分类群的平衡。

结果

我们发现,四个分类群的比例可用于区分高死亡风险患者和低死亡风险患者(p = 0.02)。我们将这个二分类比例命名为微生物群死亡率指数(MMI)。与低MMI患者相比,高MMI患者的28天死亡率更高(风险比为2.2,95%置信区间为1.1 - 4.3),在对其他ICU死亡率预测因素进行调整后,包括急性呼吸窘迫综合征(ARDS)的存在和急性生理与慢性健康状况评估(APACHE II)评分,该结果仍然显著(风险比为2.5,95%置信区间为1.4 - 4.7)。高死亡率由厌氧球菌属和肠杆菌科的分类群驱动,而低死亡率由副萨特氏菌属和弯曲杆菌属驱动。

结论

在对具有临床意义的混杂因素进行调整后,危重病患者肠道内的生态失调是28天死亡率增加的独立危险因素。肠道生态失调可能是未来ICU干预的一个潜在治疗靶点。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6f11/10731755/dfd15b87ba29/13099_2023_567_Fig1_HTML.jpg

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