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先前抗生素使用与抗生素耐药性之间的时变关联。

The time-varying association between previous antibiotic use and antibiotic resistance.

机构信息

School of Public Health, Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel; Porter School of the Environment and Earth Sciences, Faculty of Exact Sciences, Tel Aviv University, Tel Aviv, Israel.

Meir Medical Center, Kfar Saba, Israel; Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel.

出版信息

Clin Microbiol Infect. 2023 Mar;29(3):390.e1-390.e4. doi: 10.1016/j.cmi.2022.10.021. Epub 2022 Oct 27.

Abstract

OBJECTIVES

The objective of the study was to estimate how the time elapsed from previous antibiotic use is associated with antibiotic resistance.

METHODS

Data comprised electronic medical records of all patients in an Israeli hospital who had a positive bacterial culture from 2016 to 2019. These included susceptibility testing results and clinical and demographic data. Mixed-effects time-varying logistic models were fitted to estimate the association between the time elapsed since the last use of aminoglycosides and gentamicin resistance (n = 13 095), cephalosporins and ceftazidime resistance (n = 13 051), and fluoroquinolones and ciprofloxacin resistance (n = 15 364) while adjusting for multiple covariates.

RESULTS

For all examined antibiotics, previous antibiotic use had a statistically significant association with resistance (p < 0.001). These associations exhibited a clear decreasing pattern over time, which we present as a flexible function of time. Nonetheless, previous antibiotic use remained a significant risk factor for resistance for at least 180 days when the adjusted ORs were 1.94 (95% CI, 1.40-2.69), 1.33 (95% CI, 1.10-1.61), and 2.25 (95% CI, 1.49-3.41) for gentamicin, ceftazidime, and ciprofloxacin, respectively.

DISCUSSION

The association between prior antibiotic use and resistance decreases over time. Commonly used cut-offs for prior antibiotic use can either misclassify patients still at higher risk when too recent or provide a diluted estimate of the effects of antibiotic use on future resistance when too distant. Hence, prior antibiotic use should be considered a time-dependent risk factor for resistance in both epidemiological research and clinical practice.

摘要

目的

本研究旨在评估先前使用抗生素与抗生素耐药性之间的时间关系。

方法

数据来自以色列一家医院 2016 年至 2019 年所有阳性细菌培养患者的电子病历,包括药敏试验结果以及临床和人口统计学数据。采用混合效应时变逻辑模型,估计最后一次使用氨基糖苷类和庆大霉素耐药(n=13095)、头孢菌素和头孢他啶耐药(n=13051)以及氟喹诺酮类和环丙沙星耐药(n=15364)之间时间的关联,同时调整多个协变量。

结果

所有研究的抗生素,先前使用抗生素与耐药性均有统计学显著关联(p<0.001)。这些关联呈现出随时间明显下降的趋势,我们将其表示为时间的灵活函数。然而,调整后的 OR 分别为 1.94(95%CI,1.40-2.69)、1.33(95%CI,1.10-1.61)和 2.25(95%CI,1.49-3.41)时,至少在 180 天时,先前使用抗生素仍然是耐药的重要危险因素,对于庆大霉素、头孢他啶和环丙沙星。

讨论

先前使用抗生素与耐药性之间的关联随时间而降低。通常使用的抗生素使用时间截止点可能会错误地将风险较高的患者归类为较近的患者,或者当时间过于遥远时,会对抗生素使用对未来耐药性的影响进行稀释估计。因此,在流行病学研究和临床实践中,先前的抗生素使用应被视为耐药的时间相关危险因素。

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