肠道微生物群失调与抗生素相关性腹泻患者的院内死亡率有关:一项元基因组分析。

IF 4.9 2区 医学 Q1 INFECTIOUS DISEASES International Journal of Antimicrobial Agents Pub Date : 2024-09-05 DOI:10.1016/j.ijantimicag.2024.107330
Min Hyuk Choi, Dokyun Kim, Kyoung Hwa Lee, Hyeon Jin Kim, Woo Jun Sul, Seok Hoon Jeong
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引用次数: 0

摘要

背景:抗生素相关性腹泻(AAD)发病率的上升是一个严重的医疗保健问题。肠道微生物群的菌群失调被怀疑在 AAD 的发病机制中起作用,但其对患者临床结果的影响仍不清楚:方法:2022 年 5 月至 10 月间,招募了 210 名在大学医院住院的 AAD 患者和 100 名健康对照者。从粪便标本中提取DNA并进行霰弹枪测序。进行了机器学习,以评估不同分类水平的特征分析,并选择变量进行多变量分析:结果:患者被分为两组:结果:患者被分为两组:艰难梭菌感染(CDI,n = 39)和非CDI AAD(n = 171)。患者的院内死亡率为 20.0%,但艰难梭菌在肠道微生物群中的存在与死亡率无关。机器学习显示,属一级的分类剖析最能反映患者的预后。患者的院内死亡率与特定肠道微生物菌属的相对丰度而非α-多样性有关:五个菌属中的每个菌属要么呈正相关(肠球菌属、克雷伯氏菌属、棒状杆菌属、假单胞菌属和厌氧菌属),要么呈负相关(双歧杆菌属、乳杆菌属、链球菌属、粪杆菌属和多雷氏菌属)。万古霉素耐药基因与 AAD 患者的院内死亡率显著相关(调整后危险比为 2.45;95% CI 为 1.20-4.99):本研究表明,肠道微生物群落的元基因组研究可作为预测 AAD 患者预后的生物标志物。
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Dysbiosis of the gut microbiota is associated with in-hospital mortality in patients with antibiotic-associated diarrhoea: a metagenomic analysis.

Background: The increasing incidence of antibiotic-associated diarrhoea (AAD) is a serious health care problem. Dysbiosis of the gut microbiota is suspected to play a role in the pathogenesis of AAD, but its impact on the clinical outcomes of patients remains unclear.

Methods: Between May and October 2022, 210 patients with AAD admitted to a university hospital and 100 healthy controls were recruited. DNA extraction from stool specimens and shotgun sequencing were performed. Machine learning was conducted to assess profiling at different taxonomic levels and to select variables for multivariable analyses.

Results: Patients were classified into two groups: Clostridioides difficile infection (CDI, n = 39) and non-CDI AAD (n = 171). The in-hospital mortality rate for the patients was 20.0%, but the presence of C. difficile in the gut microbiota was not associated with mortality. Machine learning showed that taxonomic profiling at the genus level best reflected patient prognosis. The in-hospital mortality of patients was associated with the relative abundance of specific gut microbial genera rather than alpha-diversity: each of the five genera correlated either positively (Enterococcus, Klebsiella, Corynebacterium, Pseudomonas, and Anaerofustis) or negatively (Bifidobacterium, Bacteroides, Streptococcus, Faecalibacterium, and Dorea). Genes for vancomycin resistance were significantly associated with in-hospital mortality in patients with AAD (adjusted hazard ratios, 2.45; 95% CI, 1.20-4.99).

Conclusion: This study demonstrates the potential utility of metagenomic studies of the gut microbial community as a biomarker for prognosis prediction in AAD patients.

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来源期刊
CiteScore
21.60
自引率
0.90%
发文量
176
审稿时长
36 days
期刊介绍: The International Journal of Antimicrobial Agents is a peer-reviewed publication offering comprehensive and current reference information on the physical, pharmacological, in vitro, and clinical properties of individual antimicrobial agents, covering antiviral, antiparasitic, antibacterial, and antifungal agents. The journal not only communicates new trends and developments through authoritative review articles but also addresses the critical issue of antimicrobial resistance, both in hospital and community settings. Published content includes solicited reviews by leading experts and high-quality original research papers in the specified fields.
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