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全基因组关联研究鉴定了大肠埃希菌血流感染分离株的肠外感染源相关遗传决定因素,但与致死结局无关。

Genome wide association study of Escherichia coli bloodstream infection isolates identifies genetic determinants for the portal of entry but not fatal outcome.

机构信息

Université de Paris, IAME, UMR 1137, INSERM, Paris, France.

Laboratoire de Génétique Moléculaire, Hôpital Bichat, AP-HP, Paris, France.

出版信息

PLoS Genet. 2022 Mar 24;18(3):e1010112. doi: 10.1371/journal.pgen.1010112. eCollection 2022 Mar.

Abstract

Escherichia coli is an important cause of bloodstream infections (BSI), which is of concern given its high mortality and increasing worldwide prevalence. Finding bacterial genetic variants that might contribute to patient death is of interest to better understand infection progression and implement diagnostic methods that specifically look for those factors. E. coli samples isolated from patients with BSI are an ideal dataset to systematically search for those variants, as long as the influence of host factors such as comorbidities are taken into account. Here we performed a genome-wide association study (GWAS) using data from 912 patients with E. coli BSI from hospitals in Paris, France. We looked for associations between bacterial genetic variants and three patient outcomes (death at 28 days, septic shock and admission to intensive care unit), as well as two portals of entry (urinary and digestive tract), using various clinical variables from each patient to account for host factors. We did not find any association between genetic variants and patient outcomes, potentially confirming the strong influence of host factors in influencing the course of BSI; we however found a strong association between the papGII operon and entrance of E. coli through the urinary tract, which demonstrates the power of bacterial GWAS when applied to actual clinical data. Despite the lack of associations between E. coli genetic variants and patient outcomes, we estimate that increasing the sample size by one order of magnitude could lead to the discovery of some putative causal variants. Given the wide adoption of bacterial genome sequencing of clinical isolates, such sample sizes may be soon available.

摘要

大肠杆菌是血流感染(BSI)的重要病因,鉴于其高死亡率和全球发病率不断上升,这一点令人担忧。寻找可能导致患者死亡的细菌遗传变异是为了更好地了解感染进展并实施专门寻找这些因素的诊断方法。从血流感染患者中分离出的大肠杆菌样本是系统搜索这些变异体的理想数据集,只要考虑到宿主因素(如合并症)的影响。在这里,我们使用来自法国巴黎医院的 912 名大肠杆菌 BSI 患者的数据进行了全基因组关联研究(GWAS)。我们使用每位患者的各种临床变量来考虑宿主因素,寻找细菌遗传变异与三种患者结局(28 天死亡、感染性休克和入住重症监护病房)以及两个入侵门户(泌尿道和消化道)之间的关联。我们没有发现遗传变异与患者结局之间存在任何关联,这可能证实了宿主因素在影响 BSI 病程方面的强大影响;然而,我们发现 papGII 操纵子与大肠杆菌通过泌尿道入侵之间存在很强的关联,这证明了将细菌 GWAS 应用于实际临床数据的强大力量。尽管大肠杆菌遗传变异与患者结局之间没有关联,但我们估计将样本量增加一个数量级可能会发现一些可能的因果变异体。鉴于临床分离物的细菌基因组测序已广泛采用,这种样本量可能很快就会实现。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9b14/8946752/fef498d05348/pgen.1010112.g001.jpg

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