按血流感染时间段划分的死亡风险因素的变化

IF 4.5 2区 医学 Q2 IMMUNOLOGY
Min Hyuk Choi , Dokyun Kim , Jihyun Kim , Young Goo Song , Seok Hoon Jeong
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引用次数: 0

摘要

背景本研究旨在确定在血流感染(BSI)时间轴的各个时期,影响患者预后的风险因素的变化。方法通过一项采用机器学习技术的多变量回归综合研究,分析了BSI各个时期的死亡风险因素。超过 8% 的 BSI 病例发展为后续 BSI,其风险因素包括肠道中的耐万古霉素肠球菌定植(aOR 1.82;95% CI 1.47-2.24)、入住重症监护室(aOR 3.37;95% CI 3.35-4.28)和正在接受癌症化疗(aOR 1.54;95% CI 1.36-1.74)。死亡患者前 7 天的平均 SOFA 评分为 10.6(标清 4.3),明显高于第 8-30 天(7.0±4.2)和第 30 天后(4.0±3.5)的平均 SOFA 评分。在所有时间段内,鲍曼不动杆菌和白色念珠菌引起的 BSI 更有可能导致患者死亡(所有时间段,P < 0.001)。由粪肠球菌和粪肠球菌引起的 BSI 与第 30 天后的不良预后有关(均为 P < 0.001)。大肠埃希菌和肺炎克雷伯菌对β-内酰胺/β-内酰胺酶抑制剂不敏感的表型影响了 BSI 患者的预后,在第 8-30 天和第 30 天后死亡率都很高。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Shift in risk factors for mortality by period of the bloodstream infection timeline

Background

This study was designed to determine changes in risk factors on the prognosis of patients during each period of the bloodstream infection (BSI) timeline.

Methods

Through an integrated study of multivariable regressions with machine learning techniques, the risk factors for mortality during each period of BSI were analyzed.

Results

A total of 302,303 inpatients who underwent blood cultures during 2011–2021 were enrolled. More than 8 % of BSI cases progressed to subsequent BSI, and risk factors were identified as gut colonization with vancomycin-resistant enterococci (aOR 1.82; 95 % CI 1.47–2.24), intensive care unit admission (aOR 3.37; 95 % CI 3.35–4.28), and current cancer chemotherapy (aOR 1.54; 95 % CI 1.36–1.74). The mean SOFA score of the deceased patients during the first 7 days was 10.6 (SD 4.3), which was significantly higher than those on days 8–30 (7.0 ± 4.2) and after Day 30 (4.0 ± 3.5). BSIs caused by Acinetobacter baumannii and Candida albicans were more likely to result in deaths of patients for all time periods (all, P < 0.001). BSIs caused by Enterococcus faecalis and Enterococcus faecium were associated with a poor outcome in the period after Day 30 (both, P < 0.001). Nonsusceptible phenotypes to β-lactam/β-lactamase inhibitors of Escherichia coli and Klebsiella pneumoniae influenced the prognoses of patients with BSI in terms of high mortality rates during both days 8–30 and after Day 30.

Conclusion

Influence of microbiological factors on mortality, including BSI-causative microorganisms and their major antimicrobial resistance, was emphasized in both periods of days 8–30 and after Day 30.

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来源期刊
Journal of Microbiology Immunology and Infection
Journal of Microbiology Immunology and Infection IMMUNOLOGY-INFECTIOUS DISEASES
CiteScore
15.90
自引率
5.40%
发文量
159
审稿时长
67 days
期刊介绍: Journal of Microbiology Immunology and Infection is an open access journal, committed to disseminating information on the latest trends and advances in microbiology, immunology, infectious diseases and parasitology. Article types considered include perspectives, review articles, original articles, brief reports and correspondence. With the aim of promoting effective and accurate scientific information, an expert panel of referees constitutes the backbone of the peer-review process in evaluating the quality and content of manuscripts submitted for publication.
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